{
 "updated": "2026-09-30",
 "candidates": [
  {
   "id": "C-DEUJ",
   "title": "Product leader",
   "seniority": "Lead",
   "workTypes": [
    "Remote",
    "Hybrid",
    "On-site"
   ],
   "availability": "Both",
   "start": "Immediate",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "LLM application development",
    "AI product strategy",
    "Agentic architecture",
    "Prompt engineering",
    "Product management",
    "Strategic planning",
    "People and team leadership",
    "Stakeholder relationship management"
   ],
   "evidence": "Strengths: Strategic vision setting; cross-functional stakeholder leadership; multi-product portfolio management.",
   "aiTools": [
    "Claude Cowork (expert)",
    "ChatGPT (advanced)",
    "Claude (advanced)",
    "Gemini (advanced)"
   ],
   "sectors": [
    "Gaming",
    "Nonprofit",
    "Healthcare"
   ]
  },
  {
   "id": "C-MVYW",
   "title": "Senior product/UX designer",
   "seniority": "Senior",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "User experience design",
    "Design system creation and governance",
    "Systems/product design",
    "Business situation analysis",
    "Stakeholder relationship management",
    "ECommerce usability and conversion optimisation",
    "Change management / team leadership",
    "Technical project/program management"
   ],
   "evidence": "Strengths: User experience design; design systems governance; stakeholder relationship management.",
   "aiTools": [
    "ChatGPT (advanced)",
    "Claude (advanced)"
   ],
   "sectors": [
    "Real estate",
    "Retail",
    "Food"
   ]
  },
  {
   "id": "C-HZRB",
   "title": "Director-level AI transformation leader",
   "seniority": "Lead",
   "workTypes": [
    "Hybrid",
    "On-site"
   ],
   "availability": "Permanent",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "AI product strategy",
    "Agentic architecture",
    "LLM application development",
    "AI safety",
    "IT strategic planning",
    "Data analysis",
    "Business situation analysis",
    "People leadership"
   ],
   "evidence": "Strengths: AI strategy and enterprise transformation leadership; agentic and LLM application architecture; large cross-functional team and delivery leadership.",
   "aiTools": [
    "ChatGPT (expert)",
    "Cursor (expert)",
    "Claude Code (expert)",
    "Claude (expert)"
   ],
   "sectors": [
    "Consulting"
   ]
  },
  {
   "id": "C-WFYY",
   "title": "Senior CX/UX design leader",
   "seniority": "Senior",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "User experience design",
    "Information architecture design",
    "Stakeholder relationship management",
    "Design thinking and user-centred design methodologies",
    "Requirements definition and management",
    "IT strategy and planning",
    "Team leadership and mentoring",
    "Business process improvement"
   ],
   "evidence": "Strengths: User experience and CX design leadership; information architecture and wireframing; requirements gathering and customer research.",
   "aiTools": [
    "Microsoft Copilot (advanced)"
   ],
   "sectors": [
    "Telecommunications",
    "Digital agency",
    "Marketing"
   ]
  },
  {
   "id": "C-PMXE",
   "title": "Principal engineer",
   "seniority": "Senior",
   "workTypes": [
    "Remote",
    "Hybrid",
    "On-site"
   ],
   "availability": "Permanent",
   "start": "1 month",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "LLM application development",
    "Agentic development framework architecture",
    "Software programming",
    "Software design",
    "Graphics rendering",
    "Full-stack web development",
    "System integration",
    "Game developer tooling design"
   ],
   "evidence": "Strengths: Cloud and microservice backend design; engineering and people management; graphics and rendering engineering.",
   "aiTools": [
    "pgvector (expert)",
    "ChatGPT (advanced)",
    "Claude (advanced)",
    "DeepSeek (advanced)"
   ],
   "sectors": [
    "Gaming",
    "Healthcare",
    "Travel"
   ]
  },
  {
   "id": "C-AKKZ",
   "title": "Data and marketing-tech specialist",
   "seniority": "Senior",
   "workTypes": [
    "Remote"
   ],
   "availability": "Contract",
   "start": "Immediate",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "AI/LLM tool implementation for marketing",
    "Prompt engineering for content generation",
    "Small business entrepreneurship and directorship",
    "SAS programming",
    "Marketing automation design",
    "Digital marketing strategy",
    "Specialist technical advice and consulting",
    "PPC advertising campaign management"
   ],
   "evidence": "Strengths: SAS programming and reporting; marketing automation design; marketing technology stack integration.",
   "aiTools": [
    "Claude (advanced)",
    "Claude Code (advanced)",
    "Codex (advanced)"
   ],
   "sectors": [
    "Public sector",
    "E-commerce",
    "Consulting"
   ]
  },
  {
   "id": "C-YCDJ",
   "title": "Senior product leader",
   "seniority": "Lead",
   "workTypes": [
    "Remote",
    "Hybrid",
    "On-site"
   ],
   "availability": "Both",
   "start": "Immediate",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "AI product strategy",
    "Agentic architecture",
    "Stakeholder relationship management",
    "Team leadership / people management",
    "Specialist advisory/consulting",
    "Analytics leadership",
    "IT strategic planning",
    "Coaching and mentoring"
   ],
   "evidence": "Strengths: Strategic product leadership and portfolio management; stakeholder engagement across senior and executive levels; customer discovery and lean product development.",
   "aiTools": [
    "ChatGPT (advanced)",
    "Claude (advanced)",
    "Codex (advanced)",
    "Cursor (advanced)"
   ],
   "sectors": [
    "Consulting",
    "E-commerce",
    "Telecommunications"
   ]
  },
  {
   "id": "C-GBUJ",
   "title": "Senior mobile and cloud engineer turned technical director",
   "seniority": "Senior",
   "workTypes": [
    "Remote",
    "Hybrid",
    "On-site"
   ],
   "availability": "Contract",
   "start": "Immediate",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "Team leadership",
    "Solution architecture",
    "IT management",
    "Programming/software development",
    "Stakeholder relationship management",
    "Software design",
    "Delivery management",
    "Methods and tools"
   ],
   "evidence": "Strengths: Mobile platform engineering; Cloud solution architecture on AWS; technical team leadership.",
   "aiTools": [
    "Claude (expert)",
    "Cursor (expert)",
    "Claude Code (expert)",
    "pgvector (advanced)"
   ],
   "sectors": [
    "Financial services",
    "Education"
   ]
  },
  {
   "id": "C-XJSC",
   "title": "Hands-on CTO and co-founder",
   "seniority": "Lead",
   "workTypes": [
    "Remote",
    "Hybrid",
    "On-site"
   ],
   "availability": "Both",
   "start": "Immediate",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "IT strategic planning",
    "Startup development / entrepreneurship",
    "Computer vision",
    "IT management",
    "Project management",
    "Specialist advice / consulting",
    "Team leadership / people enablement",
    "Solution architecture"
   ],
   "evidence": "Strengths: Solution architecture and translating requirements into scalable systems; IT strategic planning and technology leadership; leading multidisciplinary engineering teams through full delivery lifecycle.",
   "aiTools": [
    "ChatGPT (advanced)",
    "Claude (advanced)",
    "Claude Code (advanced)",
    "Codex (advanced)"
   ],
   "sectors": [
    "Forestry",
    "Financial services",
    "Gaming"
   ]
  },
  {
   "id": "C-DFAR",
   "title": "Full-stack engineer",
   "seniority": "Mid-level",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "Programming/software development",
    "NET development",
    "Team leadership",
    "Delivery management",
    "Solution architecture",
    "Project management",
    "System integration and build",
    "Software design"
   ],
   "evidence": "Strengths: NET and cloud-platform development; solution architecture and system modernisation; team leadership and delivery management.",
   "aiTools": [
    "Claude (advanced)",
    "GitHub Copilot (advanced)",
    "Claude Code (advanced)",
    "GPT Image (advanced)"
   ],
   "sectors": [
    "Healthcare",
    "Logistics",
    "Financial services"
   ]
  },
  {
   "id": "C-TVFB",
   "title": "Engineering leader turned AI builder",
   "seniority": "Senior",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "LLM application development",
    "Agentic architecture",
    "Prompt engineering",
    "IT management",
    "Programming/software development",
    "Stakeholder relationship management",
    "Team leadership",
    "Delivery management"
   ],
   "evidence": "Strengths: Software development; team and engineering leadership; stakeholder and client relationship management.",
   "aiTools": [
    "Claude Code (expert)",
    "ChatGPT (advanced)",
    "Claude (advanced)",
    "pgvector (advanced)"
   ],
   "sectors": [
    "Consulting"
   ]
  },
  {
   "id": "C-ZDPD",
   "title": "Full-stack engineer and solutions consultant",
   "seniority": "Mid-level",
   "workTypes": [
    "Remote",
    "Hybrid"
   ],
   "availability": "Both",
   "start": "Immediate",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "LLM application development",
    "AI product strategy",
    "RAG application design",
    "Agentic architecture",
    "Programming/software development",
    "Software design",
    "System integration and build",
    "Stakeholder relationship management"
   ],
   "evidence": "Strengths: Full-stack software engineering; solution and systems architecture; database design and migration.",
   "aiTools": [
    "ChatGPT (advanced)",
    "Gemini (advanced)",
    "Claude (advanced)",
    "Claude Code (advanced)"
   ],
   "sectors": [
    "Healthcare",
    "Education",
    "Gaming"
   ]
  },
  {
   "id": "C-EKAW",
   "title": "Executive leader",
   "seniority": "Lead",
   "workTypes": [
    "Remote",
    "Hybrid",
    "On-site"
   ],
   "availability": "Contract",
   "start": "Immediate",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "AI product strategy",
    "Executive leadership",
    "IT management",
    "Stakeholder relationship management",
    "Team building and people leadership",
    "IT strategy and planning",
    "Change management",
    "Business situation analysis"
   ],
   "evidence": "Strengths: IT strategy and transformation; change management and stakeholder engagement; team building and people leadership.",
   "aiTools": [
    "ChatGPT (advanced)"
   ],
   "sectors": [
    "Financial services",
    "Telecommunications",
    "Consulting"
   ]
  },
  {
   "id": "C-HNXH",
   "title": "Security leader turned AI builder",
   "seniority": "Senior",
   "workTypes": [
    "Remote",
    "Hybrid",
    "On-site"
   ],
   "availability": "Both",
   "start": "Immediate",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "LLM application development",
    "Agentic architecture",
    "Prompt engineering",
    "Model evaluation / interpretability",
    "Information security management",
    "IT management",
    "Strategic planning / vision setting",
    "Business leadership and vision setting"
   ],
   "evidence": "Strengths: Information security management; LLM application development; agentic architecture design.",
   "aiTools": [
    "Claude Code (expert)",
    "Codex (expert)",
    "ChatGPT (advanced)",
    "Claude (advanced)"
   ],
   "sectors": [
    "Cybersecurity"
   ]
  },
  {
   "id": "C-BQYG",
   "title": "Founder-led AI consultant",
   "seniority": "Senior",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "LLM application development",
    "Agentic architecture",
    "AI product strategy",
    "RAG application design",
    "Business process improvement",
    "Stakeholder relationship management",
    "Project management",
    "Delivery management"
   ],
   "evidence": "Strengths: Business process improvement; strategic planning and automation roadmapping; change management and stakeholder adoption.",
   "aiTools": [
    "Claude Agent SDK (expert)",
    "Claude (advanced)",
    "ChatGPT (advanced)",
    "Microsoft Copilot (advanced)"
   ],
   "sectors": [
    "Telecommunications",
    "Hospitality"
   ]
  },
  {
   "id": "C-LZYC",
   "title": "Full-stack engineer",
   "seniority": "Mid-level",
   "workTypes": [
    "Remote"
   ],
   "availability": "Both",
   "start": "Immediate",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "LLM application development",
    "Agentic architecture",
    "Prompt engineering",
    "AI product strategy",
    "Programming/software development",
    "Innovation",
    "Software design",
    "Solution architecture"
   ],
   "evidence": "Strengths: Full-stack software development; solution and systems architecture; agentic AI and LLM application development.",
   "aiTools": [
    "Claude (advanced)",
    "Claude Code (advanced)",
    "Nano Banana (advanced)",
    "Claude Agent SDK (advanced)"
   ],
   "sectors": [
    "Financial services",
    "Digital agency",
    "Education"
   ]
  },
  {
   "id": "C-VUFX",
   "title": "Technology leader",
   "seniority": "Lead",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "Software architecture",
    "AI product strategy",
    "IT management",
    "Software development / programming",
    "Software design",
    "Data engineering",
    "IoT systems development",
    "Solution architecture"
   ],
   "evidence": "Strengths: Solution and software architecture; IoT systems development; Cloud platform engineering.",
   "aiTools": [
    "Codex (expert)",
    "Hugging Face (expert)",
    "MLX (expert)",
    "Claude Code (expert)"
   ],
   "sectors": [
    "Hospitality",
    "Financial services",
    "Gaming"
   ]
  },
  {
   "id": "C-FBDU",
   "title": "Supply planning leader",
   "seniority": "Mid-level",
   "workTypes": [
    "Remote",
    "Hybrid",
    "On-site"
   ],
   "availability": "Contract",
   "start": "Immediate",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "LLM application development for operations automation",
    "Prompt engineering with AI coding agents",
    "Stakeholder relationship management",
    "Supply chain planning and optimisation",
    "Data management",
    "Programming",
    "Data engineering",
    "Analytics / BI dashboarding"
   ],
   "evidence": "Strengths: Supply chain planning and optimisation; stakeholder and supplier relationship management; analytics and BI dashboarding.",
   "aiTools": [
    "Claude (advanced)",
    "ChatGPT (advanced)",
    "Gemini (advanced)",
    "Claude Code (advanced)"
   ],
   "sectors": [
    "Telecommunications"
   ]
  },
  {
   "id": "C-FLKW",
   "title": "Senior technology executive",
   "seniority": "Lead",
   "workTypes": [
    "Remote",
    "Hybrid",
    "On-site"
   ],
   "availability": "Both",
   "start": "Immediate",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "AI product strategy and governance",
    "LLM application development",
    "Prompt engineering",
    "Agentic architecture experimentation",
    "IT strategic planning",
    "Innovation leadership",
    "Advertising and marketing communications industry expertise",
    "Project/programme management"
   ],
   "evidence": "Strengths: Enterprise IT strategy and multi-market leadership; information security and governance leadership; financial management of large technology budgets.",
   "aiTools": [
    "Claude (advanced)",
    "Claude Code (advanced)",
    "Claude Agent SDK (advanced)"
   ],
   "sectors": [
    "Marketing",
    "Education"
   ]
  },
  {
   "id": "C-AZRJ",
   "title": "Change and people leader",
   "seniority": "Senior",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "AI-native organisational strategy",
    "Stakeholder relationship management",
    "Change management",
    "Specialist advisory to senior leaders",
    "Founder / CEO leadership",
    "Organisational change psychology / teaching",
    "Executive and leadership coaching",
    "Business situation analysis / organisation design"
   ],
   "evidence": "Strengths: Leading large-scale change and transformation programmes; senior stakeholder and executive relationship management; executive and leadership coaching.",
   "aiTools": [
    "ChatGPT (expert)",
    "Gemini (advanced)",
    "Perplexity (advanced)",
    "Claude (advanced)"
   ],
   "sectors": [
    "Education",
    "Consulting",
    "Retail"
   ]
  },
  {
   "id": "C-JXRM",
   "title": "IT delivery leader",
   "seniority": "Mid-level",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "Stakeholder relationship management",
    "Healthcare IT domain expertise",
    "Project management",
    "Vendor management",
    "Programming/software development",
    "Specialist advice",
    "Business situation analysis",
    "Requirements definition and management"
   ],
   "evidence": "Strengths: Project and delivery management; stakeholder relationship management; vendor management.",
   "aiTools": [
    "Claude (advanced)"
   ],
   "sectors": [
    "Consulting",
    "Insurance"
   ]
  },
  {
   "id": "C-CYEW",
   "title": "FMCG brand and category leader",
   "seniority": "Senior",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "Prompt engineering",
    "AI product / capability strategy",
    "Brand management",
    "Strategic planning",
    "Stakeholder management",
    "New product development and innovation strategy",
    "Change management / brand transformation",
    "Category management"
   ],
   "evidence": "Strengths: Brand management and portfolio ownership; category strategy and execution; stakeholder and cross-functional leadership.",
   "aiTools": [
    "Claude (advanced)",
    "Microsoft Copilot (advanced)"
   ],
   "sectors": [
    "FMCG",
    "Marketing",
    "Energy"
   ]
  },
  {
   "id": "C-XZVD",
   "title": "Founder-level CTO",
   "seniority": "Lead",
   "workTypes": [
    "Remote",
    "Hybrid"
   ],
   "availability": "Both",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "LLM application development",
    "Agentic architecture",
    "AI product strategy",
    "Prompt engineering",
    "Solution architecture",
    "IT management",
    "People management / team leadership",
    "Strategic planning"
   ],
   "evidence": "Strengths: Solution architecture; IT and organisational management at scale; delivery management without technical debt.",
   "aiTools": [
    "Claude (expert)",
    "Claude Code (expert)",
    "ChatGPT (advanced)",
    "GPT Image (advanced)"
   ],
   "sectors": [
    "E-commerce",
    "Consulting",
    "Gaming"
   ]
  },
  {
   "id": "C-FJEM",
   "title": "Founder-led AI builder and strategist",
   "seniority": "Senior",
   "workTypes": [
    "Remote",
    "Hybrid"
   ],
   "availability": "Contract",
   "start": "Immediate",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "Agentic AI system architecture",
    "Prompt engineering / LLM orchestration",
    "Organisational change and behaviour-change programme design",
    "People leadership at organisational scale",
    "Learning systems / microlearning platform design",
    "Cross-organisation stakeholder relationship management",
    "Instructional design / knowledge architecture",
    "Business process/behaviour-change improvement"
   ],
   "evidence": "Strengths: Agentic AI system design; organisational change and behaviour-change programme design; instructional design and knowledge architecture.",
   "aiTools": [
    "ChatGPT (advanced)",
    "Claude (advanced)",
    "Gemini (advanced)",
    "Perplexity (advanced)"
   ],
   "sectors": [
    "Healthcare",
    "Marketing"
   ]
  },
  {
   "id": "C-QECK",
   "title": "Full-stack engineer and CTO",
   "seniority": "Senior",
   "workTypes": [
    "Hybrid"
   ],
   "availability": "Contract",
   "start": "Immediate",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "IT management",
    "Programming/software development",
    "Methods and tools",
    "System integration and build",
    "Team leadership and people management",
    "Delivery management",
    "Solution architecture",
    "Innovation"
   ],
   "evidence": "Strengths: Full-stack software development; solution architecture and cloud infrastructure; team leadership and hiring.",
   "aiTools": [
    "Claude (advanced)",
    "Claude Code (advanced)"
   ],
   "sectors": [
    "E-commerce",
    "Nonprofit",
    "Insurance"
   ]
  },
  {
   "id": "C-SQWE",
   "title": "Serial tech founder and CTO",
   "seniority": "Lead",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "AI product strategy",
    "LLM application development",
    "Agentic architecture",
    "Innovation",
    "Entrepreneurship / company founding",
    "Business leadership / directorship",
    "Strategic planning",
    "IT management"
   ],
   "evidence": "Strengths: Strategic technology leadership; AI product strategy; business leadership and directorship.",
   "aiTools": [
    "Claude (advanced)",
    "Claude Code (advanced)",
    "Claude Cowork (advanced)"
   ],
   "sectors": [
    "Financial services"
   ]
  },
  {
   "id": "C-MVFD",
   "title": "Senior leader and digital strategist",
   "seniority": "Lead",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "Senior leadership",
    "Strategic planning",
    "Emerging technology monitoring",
    "Change management",
    "Stakeholder relationship management",
    "Innovation",
    "People and performance management",
    "IT strategy and planning"
   ],
   "evidence": "Strengths: Strategic planning and long-term direction-setting; change and crisis management across complex organisations; financial management including budget stewardship and funding.",
   "aiTools": [
    "Gemini (expert)",
    "Claude (advanced)",
    "Nano Banana (advanced)",
    "ChatGPT (advanced)"
   ],
   "sectors": [
    "Education"
   ]
  },
  {
   "id": "C-YULX",
   "title": "Product leader",
   "seniority": "Mid-level",
   "workTypes": [
    "Remote",
    "Hybrid",
    "On-site"
   ],
   "availability": "Both",
   "start": "Immediate",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "Stakeholder relationship management",
    "Delivery/Scrum leadership",
    "Product/IT strategic planning",
    "Presales and bid management",
    "Specialist product advice",
    "Requirements definition and management",
    "Product/customer analytics",
    "Technical and marketing content writing"
   ],
   "evidence": "Strengths: Scrum and delivery leadership; requirements definition and backlog management; stakeholder relationship management.",
   "aiTools": [
    "Claude (advanced)",
    "Claude Code (advanced)"
   ],
   "sectors": [
    "Aviation",
    "Consulting",
    "Insurance"
   ]
  },
  {
   "id": "C-JRRU",
   "title": "Serial founder and AI innovation advisor",
   "seniority": "Lead",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "AI product strategy",
    "LLM application development",
    "Entrepreneurship / founding ventures",
    "Business situation analysis",
    "Stakeholder relationship management",
    "Business process improvement",
    "SaaS product development and commercialisation",
    "Innovation management"
   ],
   "evidence": "Strengths: AI strategy and LLM application development; entrepreneurship and venture founding; financial planning, analysis, and virtual CFO advisory.",
   "aiTools": [
    "Claude (expert)",
    "Gemini (expert)",
    "Claude Code (expert)",
    "ChatGPT (expert)"
   ],
   "sectors": [
    "Financial services",
    "Telecommunications"
   ]
  },
  {
   "id": "C-NJQD",
   "title": "Senior project and technology leader",
   "seniority": "Senior",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "Model evaluation",
    "Prompt engineering",
    "AI safety",
    "Agentic architecture",
    "RAG application design",
    "LLM application development",
    "Project management",
    "Stakeholder relationship management"
   ],
   "evidence": "Strengths: Stakeholder and community engagement across complex, cross-sector environments; governance at board and trust level over an extended career; requirements definition and translation of stakeholder needs into technical designs.",
   "aiTools": [
    "Lovable (advanced)"
   ],
   "sectors": [
    "Public sector",
    "Education",
    "Media"
   ]
  },
  {
   "id": "C-EQKC",
   "title": "Senior backend engineer",
   "seniority": "Senior",
   "workTypes": [
    "Remote",
    "Hybrid",
    "On-site"
   ],
   "availability": "Both",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "LLM application development",
    "RAG application design",
    "Prompt engineering",
    "Model evaluation",
    "AI product strategy",
    "Agentic architecture",
    "AI safety",
    "Solution architecture"
   ],
   "evidence": "Strengths: Solution architecture and AI strategy; RAG application design; LLM application development.",
   "aiTools": [
    "Claude (advanced)",
    "Cursor (advanced)"
   ],
   "sectors": [
    "E-commerce",
    "Financial services",
    "Travel"
   ]
  },
  {
   "id": "C-CCFG",
   "title": "Generalist technologist",
   "seniority": "Senior",
   "workTypes": [
    "Remote",
    "Hybrid",
    "On-site"
   ],
   "availability": "Both",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "Agentic architecture",
    "LLM application development",
    "Delivery management",
    "Business process improvement",
    "Innovation",
    "Solution architecture",
    "Specialist advice / forward-deployed engineering",
    "Software development / programming"
   ],
   "evidence": "Strengths: Software development; delivery management; business process improvement.",
   "aiTools": [
    "ChatGPT (advanced)",
    "Grok (advanced)",
    "Perplexity (advanced)",
    "Cursor (advanced)"
   ],
   "sectors": [
    "Telecommunications"
   ]
  },
  {
   "id": "C-BHEN",
   "title": "Senior engineering executive",
   "seniority": "Lead",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "AI product/engineering strategy",
    "LLM-assisted engineering enablement",
    "Strategic planning",
    "Leadership",
    "IT management",
    "Project/programme management",
    "Solution architecture",
    "Methods and tools"
   ],
   "evidence": "Strengths: Engineering and platform leadership; solution and platform architecture; delivery management and predictability.",
   "aiTools": [
    "ChatGPT (advanced)",
    "Gemini (advanced)",
    "Microsoft Copilot (advanced)",
    "Codex (advanced)"
   ],
   "sectors": [
    "Consulting",
    "Financial services",
    "Healthcare"
   ]
  },
  {
   "id": "C-QUQX",
   "title": "Product and delivery leader",
   "seniority": "Senior",
   "workTypes": [
    "Remote",
    "Hybrid"
   ],
   "availability": "Permanent",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "Agentic architecture",
    "AI product strategy",
    "LLM application development",
    "Project management",
    "Delivery management",
    "IT strategic planning / product strategy",
    "Customer discovery",
    "Financial management"
   ],
   "evidence": "Strengths: Large-scale project and delivery management; PMO governance and portfolio management; supply chain systems expertise.",
   "aiTools": [
    "Claude (advanced)"
   ],
   "sectors": [
    "Logistics",
    "Financial services",
    "Consulting"
   ]
  },
  {
   "id": "C-FBUJ",
   "title": "Senior digital analytics specialist",
   "seniority": "Mid-level",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "Agentic analytics with AI tools",
    "Multilingual communication",
    "Digital analytics and web data analysis",
    "Web analytics and performance reporting",
    "Stakeholder relationship management",
    "Training, facilitation and mentoring",
    "Specialist digital advisory and client consulting",
    "User experience and conversion rate optimisation"
   ],
   "evidence": "Strengths: Web analytics and insight generation; data engineering and dashboard development; stakeholder management and executive reporting.",
   "aiTools": [
    "Claude (expert)",
    "ChatGPT (advanced)",
    "Gemini (advanced)",
    "Perplexity (advanced)"
   ],
   "sectors": [
    "Insurance",
    "Travel",
    "Digital marketing"
   ]
  },
  {
   "id": "C-WLQB",
   "title": "Versatile creative and QA professional pivoting into cloud/AI engineering",
   "seniority": "Mid-level",
   "workTypes": [
    "Remote",
    "Hybrid",
    "On-site"
   ],
   "availability": "Both",
   "start": "Immediate",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "LLM application development",
    "Agentic architecture / tooling",
    "Prompt engineering",
    "Creative writing",
    "Team supervision and training delivery",
    "Community engagement and cultural facilitation",
    "Video content creation / live streaming",
    "Brand partnerships / influencer marketing"
   ],
   "evidence": "Strengths: Creative writing and storytelling; content creation and audience building; team leadership and training delivery.",
   "aiTools": [
    "Claude (expert)",
    "Claude Code (expert)",
    "Microsoft Copilot (expert)",
    "ChatGPT (advanced)"
   ],
   "sectors": [
    "Media",
    "Gaming",
    "Insurance"
   ]
  },
  {
   "id": "C-JUUR",
   "title": "Repeat founder and tech exec",
   "seniority": "Lead",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "AI product strategy",
    "AI safety",
    "Entrepreneurship / new venture creation",
    "Innovation",
    "IT management",
    "Team leadership and people management",
    "Delivery management",
    "Solution architecture"
   ],
   "evidence": "Strengths: Solution architecture at scale; delivery and portfolio management leadership; team leadership and organisational growth.",
   "aiTools": [
    "ChatGPT (advanced)",
    "Claude (advanced)",
    "Claude Code (advanced)"
   ],
   "sectors": [
    "Consulting"
   ]
  },
  {
   "id": "C-GDBX",
   "title": "Senior software engineer turned AI automation specialist",
   "seniority": "Senior",
   "workTypes": [
    "Remote",
    "Hybrid",
    "On-site"
   ],
   "availability": "Both",
   "start": "Immediate",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "LLM application development",
    "Prompt engineering",
    "Software development / programming",
    "Java programming",
    "Systems integration and build",
    "Stakeholder relationship management",
    "Delivery management",
    "Team leadership / technical team lead"
   ],
   "evidence": "Strengths: Software engineering depth and reliability; workflow automation and systems integration; AI and LLM application development.",
   "aiTools": [
    "ChatGPT (advanced)",
    "Gemini (advanced)",
    "Codex (advanced)",
    "Nano Banana (advanced)"
   ],
   "sectors": [
    "Financial services",
    "Telecommunications"
   ]
  },
  {
   "id": "C-THPT",
   "title": "Marketing generalist",
   "seniority": "Senior",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "Brand strategy development",
    "Client account management",
    "Stakeholder relationship management",
    "Business situation analysis",
    "People / team management",
    "Project / delivery management",
    "Social media strategy",
    "Product portfolio strategy"
   ],
   "evidence": "Strengths: Brand strategy development; project and delivery management; stakeholder relationship management.",
   "aiTools": [
    "Claude (advanced)"
   ],
   "sectors": [
    "Marketing",
    "Retail",
    "Manufacturing"
   ]
  },
  {
   "id": "C-LGMT",
   "title": "Early-career consultant and AI founder",
   "seniority": "Mid-level",
   "experience": "6-9 years",
   "years": 6,
   "skills": [
    "AI product strategy",
    "LLM application development",
    "Cross-cultural communication",
    "Problem solving",
    "Stakeholder relationship management",
    "Leadership",
    "Business situation analysis",
    "Research and data collection"
   ],
   "evidence": "Strengths: Business transformation and change management; stakeholder engagement and bridging technical and non-technical audiences; research design and data collection.",
   "aiTools": [
    "Claude (advanced)"
   ],
   "sectors": [
    "Education",
    "Consulting"
   ]
  },
  {
   "id": "C-CYDA",
   "title": "Operations and partnerships leader",
   "seniority": "Mid-level",
   "experience": "6-9 years",
   "years": 6,
   "skills": [
    "Stakeholder relationship management",
    "Operations management",
    "Corporate partnership development",
    "Business process improvement",
    "Strategic planning",
    "Event and project coordination",
    "Customer service management",
    "Marketing initiatives"
   ],
   "evidence": "Strengths: Operations management; stakeholder and investor relationship management; corporate partnership development.",
   "aiTools": [
    "Claude (advanced)",
    "ChatGPT (advanced)"
   ],
   "sectors": [
    "Hospitality",
    "Retail"
   ]
  },
  {
   "id": "C-RNNY",
   "title": "Full-stack engineer",
   "seniority": "Mid-level",
   "workTypes": [
    "Remote",
    "Hybrid",
    "On-site"
   ],
   "availability": "Permanent",
   "start": "Immediate",
   "experience": "6-9 years",
   "years": 6,
   "skills": [
    "Programming/software development",
    "Software design",
    "Database design",
    "Testing",
    "IT management / production support",
    "Systems design",
    "Stakeholder collaboration",
    "Data management"
   ],
   "evidence": "Strengths: Backend development; software architecture and design; data validation and management.",
   "aiTools": [
    "Perplexity (expert)",
    "Claude Code (expert)",
    "Nano Banana (advanced)"
   ],
   "sectors": [
    "Consulting",
    "Hospitality",
    "Tourism"
   ]
  },
  {
   "id": "C-EMHY",
   "title": "AI agent architect and full-stack engineer",
   "seniority": "Lead",
   "experience": "3-5 years",
   "years": 3,
   "skills": [
    "LLM application development",
    "Agentic architecture",
    "Prompt engineering",
    "RAG application design",
    "AI product strategy",
    "Model evaluation",
    "AI safety / guardrail design",
    "IT management"
   ],
   "evidence": "Strengths: Agentic AI system design; solution and multi-agent architecture; secure multi-tenant database design.",
   "aiTools": [
    "ChatGPT (expert)",
    "Claude Code (expert)",
    "Midjourney (expert)",
    "LangChain (expert)"
   ],
   "sectors": [
    "Education",
    "Gaming",
    "Construction"
   ]
  },
  {
   "id": "C-TWLF",
   "title": "Early-career full-stack engineer",
   "seniority": "Mid-level",
   "workTypes": [
    "On-site"
   ],
   "availability": "Both",
   "start": "Immediate",
   "experience": "3-5 years",
   "years": 3,
   "skills": [
    "AI product strategy",
    "RAG application design",
    "LLM application development",
    "Innovation / entrepreneurship",
    "Entrepreneurship / founding startups",
    "Software development / full-stack engineering",
    "Software design",
    "Solution architecture"
   ],
   "evidence": "Strengths: Full-stack software engineering end-to-end; information security and applied cryptography; data integration and connector engineering.",
   "aiTools": [
    "Claude (expert)",
    "Claude Code (expert)",
    "Nano Banana (expert)",
    "Veo (expert)"
   ],
   "sectors": [
    "Cybersecurity",
    "Retail",
    "Digital agency"
   ]
  },
  {
   "id": "C-JPFZ",
   "title": "Early-career AI engineer",
   "seniority": "Mid-level",
   "workTypes": [
    "Remote",
    "Hybrid",
    "On-site"
   ],
   "availability": "Both",
   "experience": "0-2 years",
   "years": 0,
   "skills": [
    "LLM application development",
    "Prompt engineering",
    "RAG application design",
    "Solution architecture",
    "Programming/software development",
    "System integration and build",
    "Systems design",
    "Project management"
   ],
   "evidence": "Strengths: Full-stack development; solution architecture and system integration; LLM application development.",
   "aiTools": [
    "ChatGPT (advanced)",
    "Claude (advanced)",
    "Gemini (advanced)",
    "Cursor (advanced)"
   ]
  },
  {
   "id": "C-ZEZU",
   "title": "Early-career professional",
   "seniority": "Mid-level",
   "workTypes": [
    "Remote",
    "Hybrid",
    "On-site"
   ],
   "availability": "Both",
   "experience": "6-9 years",
   "years": 6,
   "skills": [
    "AI product strategy",
    "Coaching and mentoring",
    "Customer service",
    "Retail sales",
    "Entrepreneurship / venture co-founding",
    "Auditing",
    "Financial and economic analysis"
   ],
   "evidence": "Strengths: Audit and financial analysis fundamentals; AI product strategy and applied entrepreneurship; coaching and mentoring.",
   "aiTools": [
    "Claude (advanced)",
    "Claude Code (advanced)"
   ],
   "sectors": [
    "Education",
    "Retail",
    "Professional services"
   ]
  },
  {
   "id": "C-RBWS",
   "title": "Senior business analyst and project manager",
   "seniority": "Senior",
   "workTypes": [
    "Remote",
    "Hybrid"
   ],
   "availability": "Contract",
   "start": "Immediate",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "Crisis / critical incident management",
    "Business analysis / situation analysis",
    "Stakeholder relationship management",
    "Supply chain management domain expertise",
    "Requirements definition and management",
    "Methods and tools",
    "Change management",
    "Project management"
   ],
   "evidence": "Strengths: End-to-end business analysis; stakeholder relationship management; business process improvement.",
   "sectors": [
    "FMCG",
    "Retail",
    "Transport"
   ]
  },
  {
   "id": "C-CNXE",
   "title": "Automation and integration specialist",
   "seniority": "Mid-level",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "AI product strategy",
    "LLM application development",
    "Systems integration",
    "Business process improvement through automation",
    "Programming",
    "Stakeholder relationship management",
    "Systems design",
    "Team leadership / people management"
   ],
   "evidence": "Strengths: PowerShell and automation tooling development; automation workflow and orchestration design; enterprise systems integration.",
   "sectors": [
    "Public sector"
   ]
  },
  {
   "id": "C-DYUX",
   "title": "ERP platform specialist",
   "seniority": "Senior",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "Solution architecture",
    "Delivery management",
    "Governance",
    "Team leadership",
    "Programming/software development",
    "Financial process domain knowledge",
    "System integration and build",
    "Stakeholder relationship management"
   ],
   "evidence": "Strengths: ERP platform architecture and customisation; test automation and QA frameworks; architectural governance and standards.",
   "sectors": [
    "Financial services"
   ]
  },
  {
   "id": "C-VQNM",
   "title": "Commerce and retail media strategist",
   "seniority": "Lead",
   "workTypes": [
    "Hybrid",
    "On-site"
   ],
   "availability": "Contract",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "AI shopping product strategy",
    "Agentic commerce",
    "Ad tech",
    "Commerce and retail media strategic planning",
    "Specialist commerce/retail media advisory",
    "Social media strategy and management",
    "Agency and stakeholder relationship management",
    "Media planning"
   ],
   "evidence": "Strengths: Commerce and retail media strategic advisory; agency and stakeholder relationship management; ecommerce operations and platform delivery.",
   "sectors": [
    "Marketing",
    "E-commerce"
   ]
  },
  {
   "id": "C-XLMR",
   "title": "Senior resilience leader",
   "seniority": "Lead",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "AI product and organisational strategy",
    "Crisis management",
    "Business continuity management",
    "Organisational resilience",
    "Decision-making under uncertainty",
    "Specialist advice",
    "Thought leadership and industry influence",
    "Stakeholder relationship management"
   ],
   "evidence": "Strengths: Crisis and emergency management; business continuity programme design and implementation; decision-making under uncertainty and leadership advisory.",
   "sectors": [
    "Financial services",
    "Aviation",
    "Forestry"
   ]
  },
  {
   "id": "C-SBDF",
   "title": "Visual content and social media specialist",
   "seniority": "Senior",
   "workTypes": [
    "Remote",
    "Hybrid",
    "On-site"
   ],
   "availability": "Both",
   "start": "Immediate",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "Prompt engineering for multimodal content generation",
    "AI-enabled creative service strategy",
    "Video production and editing",
    "Art direction / creative direction",
    "Graphic design",
    "Social media content strategy",
    "Stakeholder relationship management",
    "Innovation in content production"
   ],
   "evidence": "Strengths: Video production and editing; art and creative direction; social media content strategy.",
   "sectors": [
    "Retail",
    "Marketing"
   ]
  },
  {
   "id": "C-XZQG",
   "title": "Digital product and data leader",
   "seniority": "Senior",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "AI product strategy",
    "Product management",
    "Strategic planning / product strategy",
    "Stakeholder relationship management",
    "Delivery management",
    "Team leadership and people management",
    "Change management",
    "Innovation"
   ],
   "evidence": "Strengths: Strategic product planning; executive stakeholder engagement; delivery and squad leadership.",
   "sectors": [
    "Media",
    "Education",
    "Aviation"
   ]
  },
  {
   "id": "C-TSGP",
   "title": "Dual-qualified tax/legal specialist turned strategy leader",
   "seniority": "Senior",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "Transfer pricing",
    "International market expansion",
    "Strategic planning",
    "Tax advisory",
    "Stakeholder relationship management",
    "Corporate governance / board advisory",
    "Legal and regulatory expertise",
    "Financial and accounting expertise"
   ],
   "evidence": "Strengths: Transfer pricing and cross-border tax structuring; international market expansion strategy; strategic and commercial planning at senior leadership level.",
   "sectors": [
    "Financial services",
    "Professional services"
   ]
  },
  {
   "id": "C-NEWK",
   "title": "Senior marketing generalist",
   "seniority": "Senior",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "Marketing strategy development",
    "Fractional/consulting marketing leadership",
    "Digital marketing campaign management",
    "Social media marketing",
    "Brand identity and brand consistency management",
    "Copywriting and content creation",
    "Email marketing",
    "Search engine optimisation"
   ],
   "evidence": "Strengths: Digital marketing campaign management across multiple channels; brand identity development and consistency; SEO and web strategy.",
   "sectors": [
    "Tourism",
    "Construction",
    "FMCG"
   ]
  },
  {
   "id": "C-KLYZ",
   "title": "Sales and customer retention specialist",
   "seniority": "Mid-level",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "Customer experience management",
    "Solution-based / consultative selling",
    "Resilience and performance under pressure",
    "Customer acquisition",
    "Telecommunications sales",
    "Leadership",
    "Customer relationship / retention management",
    "Regulatory compliance and confidentiality management"
   ],
   "evidence": "Strengths: Customer experience management; consultative and solution-based selling; customer retention and relationship management.",
   "sectors": [
    "Telecommunications",
    "Public sector",
    "Marketing"
   ]
  },
  {
   "id": "C-NMSY",
   "title": "Strategic advisor",
   "seniority": "Senior",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "AI product strategy",
    "Specialist advisory / consulting",
    "Stakeholder relationship management",
    "IT and business strategic planning",
    "Business development / sales leadership",
    "Team leadership and management",
    "Partnership and channel management",
    "Portfolio/pipeline management"
   ],
   "evidence": "Strengths: Stakeholder and key account relationship management; business development and sales leadership; strategic and IT planning.",
   "sectors": [
    "Consulting",
    "Telecommunications",
    "Manufacturing"
   ]
  },
  {
   "id": "C-KHLW",
   "title": "Marketing leader",
   "seniority": "Senior",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "AI-in-marketing strategic awareness",
    "Marketing strategy development",
    "Stakeholder and partnership relationship management",
    "Digital marketing management",
    "Team leadership and people management",
    "Brand management",
    "Social media marketing",
    "Events and exhibitions marketing"
   ],
   "evidence": "Strengths: Marketing strategy development; team leadership and people management; stakeholder and partnership relationship management.",
   "sectors": [
    "Financial services",
    "Healthcare",
    "Transport"
   ]
  },
  {
   "id": "C-PMLR",
   "title": "IT leader",
   "seniority": "Senior",
   "workTypes": [
    "Remote"
   ],
   "availability": "Both",
   "start": "Immediate",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "Prompt engineering",
    "IT management",
    "Stakeholder relationship management",
    "Programming/software development",
    "Project management",
    "Business process improvement",
    "Profit maximisation / commercial management",
    "Database design"
   ],
   "evidence": "Strengths: IT operations leadership; software development across multiple technologies; database design and optimisation.",
   "sectors": [
    "Logistics",
    "Education"
   ]
  },
  {
   "id": "C-HZBJ",
   "title": "Senior design and product leader",
   "seniority": "Lead",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "AI product strategy",
    "LLM application development",
    "AI safety",
    "Innovation",
    "User experience design",
    "Human-centred design",
    "Product strategy",
    "IT strategy and planning"
   ],
   "evidence": "Strengths: Product and design strategy at executive level; hardware-to-SaaS business transformation; human-centred design at scale.",
   "sectors": [
    "Healthcare"
   ]
  },
  {
   "id": "C-UFDT",
   "title": "Operational leader",
   "seniority": "Mid-level",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "Business administration",
    "Stakeholder relationship management",
    "Emergency/disaster response team leadership",
    "IT management",
    "Governance",
    "Financial management",
    "Business coaching",
    "Delivery management"
   ],
   "evidence": "Strengths: Financial management; IT management; delivery management.",
   "sectors": [
    "Healthcare",
    "Public sector",
    "Tourism"
   ]
  },
  {
   "id": "C-ATUZ",
   "title": "Survey operations leader",
   "seniority": "Mid-level",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "Land surveying",
    "Project management",
    "Operations management",
    "Team leadership",
    "Specialist advice",
    "Stakeholder relationship management",
    "Strategic planning",
    "Site engineering"
   ],
   "evidence": "Strengths: Project management; land surveying expertise; operations management.",
   "sectors": [
    "Construction"
   ]
  },
  {
   "id": "C-ZYCR",
   "title": "Data and digital practice leader",
   "seniority": "Senior",
   "workTypes": [
    "Remote",
    "Hybrid",
    "On-site"
   ],
   "availability": "Both",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "Specialist digital consultancy",
    "Entrepreneurship / business founding",
    "Data platform strategy",
    "Data governance leadership",
    "Crisis / business continuity framework development",
    "Software development",
    "Digital platform architecture",
    "Third-party API integration"
   ],
   "evidence": "Strengths: Data platform and governance strategy; building capability and practices from scratch; change leadership across complex initiatives.",
   "aiTools": [
    "Microsoft Copilot (advanced)",
    "Claude Code (advanced)"
   ]
  },
  {
   "id": "C-SSTB",
   "title": "Senior business analysis leader",
   "seniority": "Senior",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "AI product/adoption strategy",
    "Agentic architecture / AI agent governance",
    "Requirements definition and management",
    "Business situation analysis",
    "Stakeholder relationship management",
    "Specialist advice",
    "Delivery management",
    "Workshop facilitation"
   ],
   "evidence": "Strengths: Requirements elicitation and management; stakeholder facilitation and alignment; executive and governance stakeholder management.",
   "sectors": [
    "Public sector",
    "Consulting",
    "Financial services"
   ]
  },
  {
   "id": "C-VSGR",
   "title": "Technology leader",
   "seniority": "Senior",
   "workTypes": [
    "Remote",
    "Hybrid",
    "On-site"
   ],
   "availability": "Both",
   "start": "1 month",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "LLM application development",
    "Agentic architecture",
    "AI adoption / product rollout strategy",
    "Prompt engineering",
    "Solution and enterprise architecture",
    "Delivery management",
    "IT management",
    "Data management / data strategy"
   ],
   "evidence": "Strengths: Enterprise and solution architecture; Cloud platform and integration delivery; data warehouse and BI solution design.",
   "sectors": [
    "Energy"
   ]
  },
  {
   "id": "C-XGVX",
   "title": "IT leader turned project coordinator",
   "seniority": "Mid-level",
   "workTypes": [
    "On-site"
   ],
   "availability": "Permanent",
   "start": "Immediate",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "IT/system administration management",
    "Mentoring and staff training",
    "Project management/coordination",
    "Delivery management",
    "Process improvement and audit",
    "Stakeholder relationship management",
    "Documentation and reporting",
    "Technical-to-business translation/communication"
   ],
   "evidence": "Strengths: Project and delivery management; stakeholder relationship management; systems and security administration.",
   "sectors": [
    "Manufacturing",
    "Nonprofit"
   ]
  },
  {
   "id": "C-XPTQ",
   "title": "Commercial generalist",
   "seniority": "Senior",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "Key account / relationship management",
    "Retail operations management",
    "New product/brand launch",
    "Sales development / new business hunting",
    "Innovation management",
    "Event management / large-scale fundraising delivery",
    "Team leadership",
    "Stakeholder and government partnership management"
   ],
   "evidence": "Strengths: Sales development and pipeline generation; key account and relationship management; stakeholder and government partnership management.",
   "sectors": [
    "FMCG",
    "Nonprofit",
    "E-commerce"
   ]
  },
  {
   "id": "C-BYML",
   "title": "Senior cloud/DevOps engineer",
   "seniority": "Mid-level",
   "workTypes": [
    "Remote",
    "Hybrid",
    "On-site"
   ],
   "availability": "Permanent",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "LLM application development",
    "Solution/cloud architecture",
    "System integration and build",
    "Configuration management / automation",
    "Agile methodologies",
    "Linux system administration",
    "Programming/software development",
    "Web/full-stack development"
   ],
   "evidence": "Strengths: Cloud and container platform architecture; automation and configuration management; full-stack software development.",
   "sectors": [
    "Education technology",
    "Public sector",
    "Cybersecurity"
   ]
  },
  {
   "id": "C-GCVX",
   "title": "Software engineer and tech leader",
   "seniority": "Mid-level",
   "workTypes": [
    "Remote",
    "Hybrid",
    "On-site"
   ],
   "availability": "Both",
   "start": "Immediate",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "LLM application development",
    "Programming/software development",
    "Team leadership",
    "IT management",
    "Data management",
    "Analytics",
    "Teaching / instructing",
    "Delivery management"
   ],
   "evidence": "Strengths: Software engineering; team leadership and people management; data management and analytics.",
   "sectors": [
    "Education",
    "E-commerce"
   ]
  },
  {
   "id": "C-XTXL",
   "title": "Entrepreneurial generalist",
   "seniority": "Mid-level",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "Entrepreneurship / business founding",
    "Innovation",
    "Stakeholder relationship management",
    "Specialist advice / advisory",
    "Team management",
    "Pattern recognition",
    "Divergent / creative thinking",
    "Project/product management"
   ],
   "evidence": "Strengths: Pattern recognition; divergent and creative thinking; stakeholder relationship management.",
   "sectors": [
    "Consulting"
   ]
  },
  {
   "id": "C-TMEG",
   "title": "CX and design thinking leader",
   "seniority": "Senior",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "AI product strategy awareness",
    "Design thinking facilitation and coaching",
    "Public speaking and presentation",
    "Customer service management",
    "Business process improvement",
    "User experience design",
    "Stakeholder relationship management",
    "Operations and people management"
   ],
   "evidence": "Strengths: User experience design and research; service blueprinting; stakeholder relationship management.",
   "sectors": [
    "Healthcare",
    "Consulting",
    "Education"
   ]
  },
  {
   "id": "C-AUSM",
   "title": "Civil engineering leader",
   "seniority": "Mid-level",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "LLM application/tooling familiarity",
    "Construction contract management",
    "Project management",
    "Civil engineering design",
    "Construction management and supervision",
    "Stormwater and wastewater design",
    "Stakeholder relationship management",
    "Delivery management"
   ],
   "evidence": "Strengths: Project and delivery management; construction contract administration; stakeholder and public sector relationship management.",
   "sectors": [
    "Construction"
   ]
  },
  {
   "id": "C-BRTJ",
   "title": "Infrastructure and DevOps specialist",
   "seniority": "Mid-level",
   "workTypes": [
    "Remote",
    "Hybrid",
    "On-site"
   ],
   "availability": "Both",
   "start": "Immediate",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "Linux system administration",
    "IT strategic planning",
    "Systems integration and build for enterprise infrastructure",
    "DevOps practices",
    "VMware virtualization technologies",
    "Infrastructure automation and configuration management",
    "IT operations/department management",
    "Solution architecture"
   ],
   "evidence": "Strengths: Enterprise infrastructure and virtualization; infrastructure automation and configuration management; IT strategic planning and multi-site technical leadership.",
   "sectors": [
    "Education",
    "FMCG",
    "Consulting"
   ]
  },
  {
   "id": "C-RLST",
   "title": "Senior reservoir engineer turned AI/data consultancy founder",
   "seniority": "Senior",
   "workTypes": [
    "Remote",
    "Hybrid"
   ],
   "availability": "Contract",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "LLM application development",
    "RAG application design",
    "Agentic workflow architecture",
    "AI deployment / product strategy",
    "Reservoir engineering",
    "Project / field development management",
    "Production/reservoir data analysis",
    "Cross-discipline stakeholder relationship management"
   ],
   "evidence": "Strengths: Reservoir engineering and field development; cross-discipline project integration; LLM and agentic application development.",
   "aiTools": [
    "Codex (advanced)",
    "ChatGPT (advanced)",
    "Cursor (advanced)",
    "Claude Code (advanced)"
   ]
  },
  {
   "id": "C-TPWP",
   "title": "Senior data and delivery leader",
   "seniority": "Lead",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "Project management",
    "Stakeholder relationship management",
    "Delivery management",
    "People leadership and team development",
    "Executive stakeholder engagement",
    "IT management",
    "Data management",
    "IT strategy and planning"
   ],
   "evidence": "Strengths: Enterprise data leadership and strategy; executive stakeholder engagement; people leadership and team development.",
   "sectors": [
    "Public sector",
    "Telecommunications",
    "Energy"
   ]
  },
  {
   "id": "C-FRDC",
   "title": "Digital strategy and transformation leader",
   "seniority": "Senior",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "IT/digital strategic planning",
    "Stakeholder relationship management",
    "Communication / translation between technical and non-technical stakeholders",
    "IT/digital management",
    "Project management",
    "Requirements definition and management",
    "Vendor procurement and management",
    "Business situation analysis"
   ],
   "evidence": "Strengths: Project and delivery management; strategic digital planning; stakeholder relationship management.",
   "sectors": [
    "Digital agency",
    "Media",
    "Nonprofit"
   ]
  },
  {
   "id": "C-JGGM",
   "title": "Senior software engineer and architect",
   "seniority": "Senior",
   "workTypes": [
    "Remote",
    "On-site"
   ],
   "availability": "Contract",
   "start": "Immediate",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "Solution architecture",
    "Programming/software development",
    "Stakeholder relationship management",
    "Systems design",
    "System integration and build",
    "Cloud computing",
    "Delivery management / tech leadership",
    "Technical team leadership / mentoring"
   ],
   "evidence": "Strengths: Solution architecture; systems integration; technical leadership and mentoring.",
   "sectors": [
    "Consulting",
    "Retail",
    "Insurance"
   ]
  },
  {
   "id": "C-JBDU",
   "title": "Senior engineer and solution architect",
   "seniority": "Lead",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "Agentic architecture",
    "LLM application development",
    "AI product strategy",
    "Prompt engineering",
    "AI safety and guardrails",
    "AI model evaluation",
    "Energy market domain expertise",
    "Solution architecture"
   ],
   "evidence": "Strengths: Solution architecture and SaaS platform design; agentic and LLM application development; AI safety, guardrails and engineering best practices.",
   "sectors": [
    "Energy",
    "Financial services",
    "Public sector"
   ]
  },
  {
   "id": "C-YVUJ",
   "title": "GM-level leader",
   "seniority": "Lead",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "General management",
    "Cross-functional team leadership",
    "Delivery management",
    "Key account management",
    "Product management",
    "Global sourcing and supplier negotiation",
    "Stakeholder relationship management",
    "Project management"
   ],
   "evidence": "Strengths: Cross-functional and international team leadership; change and integration management; key account and stakeholder relationship management.",
   "sectors": [
    "FMCG"
   ]
  },
  {
   "id": "C-NNEZ",
   "title": "Full-stack engineer and AI platform architect",
   "seniority": "Senior",
   "workTypes": [
    "On-site"
   ],
   "availability": "Both",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "LLM application development",
    "RAG application design",
    "Agentic architecture",
    "Solution architecture",
    "Delivery management",
    "Programming/software development",
    "Software design",
    "Data management"
   ],
   "evidence": "Strengths: LLM and RAG system development; solution architecture at scale; technical delivery leadership.",
   "sectors": [
    "Telecommunications",
    "Financial services"
   ]
  },
  {
   "id": "C-NPMB",
   "title": "Wealth management and paraplanning professional",
   "seniority": "Mid-level",
   "experience": "6-9 years",
   "years": 6,
   "skills": [
    "Client and stakeholder communication",
    "Stakeholder relationship management",
    "Wealth management services",
    "Client presentation skills",
    "Specialist financial/insurance advice",
    "Retirement planning advice",
    "Paraplanning",
    "Committee governance participation"
   ],
   "evidence": "Strengths: Stakeholder and client relationship management; paraplanning and financial plan preparation; client presentation and communication.",
   "sectors": [
    "Financial services",
    "Retail",
    "Media"
   ]
  },
  {
   "id": "C-VUHA",
   "title": "IT lead and web developer",
   "seniority": "Mid-level",
   "experience": "6-9 years",
   "years": 6,
   "skills": [
    "IT management",
    "Software/web development",
    "Front-end web development",
    "Systems design",
    "Software design / internal platform development",
    "Configuration management / IT infrastructure",
    "Business process improvement / workflow automation",
    "Stakeholder relationship management"
   ],
   "evidence": "Strengths: IT leadership and management in multi-site environments; business process improvement and workflow automation; systems and internal platform design.",
   "sectors": [
    "Education",
    "Nonprofit"
   ]
  },
  {
   "id": "C-WVVQ",
   "title": "Mid-career accounting professional",
   "seniority": "Mid-level",
   "workTypes": [
    "Hybrid",
    "On-site"
   ],
   "availability": "Permanent",
   "experience": "6-9 years",
   "years": 6,
   "skills": [
    "AI",
    "Accounting",
    "Financial management and reporting",
    "Microsoft Excel",
    "Tax accounting and advisory",
    "Business advisory / project leadership"
   ],
   "evidence": "Strengths: Accounting expertise; tax accounting and advisory; financial management and reporting.",
   "aiTools": [
    "Claude (advanced)"
   ],
   "sectors": [
    "Professional services"
   ]
  },
  {
   "id": "C-EZRZ",
   "title": "Cybersecurity specialist",
   "seniority": "Mid-level",
   "workTypes": [
    "Remote",
    "Hybrid"
   ],
   "availability": "Both",
   "start": "Immediate",
   "experience": "6-9 years",
   "years": 6,
   "skills": [
    "Prompt engineering",
    "Information security",
    "Specialist advice",
    "Communication and interpersonal collaboration",
    "Analytical problem-solving",
    "Multi-vendor system integration",
    "Release management",
    "Change management"
   ],
   "evidence": "Strengths: Firewall and load balancer management; risk assessment and security governance; stakeholder collaboration and communication.",
   "sectors": [
    "Financial services",
    "Telecommunications",
    "Public sector"
   ]
  },
  {
   "id": "C-DLYK",
   "title": "Pricing and revenue growth management specialist",
   "seniority": "Mid-level",
   "workTypes": [
    "Remote",
    "Hybrid",
    "On-site"
   ],
   "availability": "Both",
   "start": "1 to 3 months",
   "experience": "6-9 years",
   "years": 6,
   "skills": [
    "Pricing strategy and optimisation",
    "Revenue growth management",
    "Analytics",
    "Stakeholder and cross-functional collaboration",
    "FMCG industry domain expertise",
    "Data analysis",
    "Business situation analysis",
    "Promotional effectiveness analysis"
   ],
   "evidence": "Strengths: Pricing strategy design; promotional effectiveness analysis; portfolio strategy.",
   "sectors": [
    "FMCG",
    "Insurance",
    "Food"
   ]
  },
  {
   "id": "C-NDBG",
   "title": "Early-career software and IT engineer",
   "seniority": "Mid-level",
   "experience": "6-9 years",
   "years": 6,
   "skills": [
    "Model evaluation / dataset baselining",
    "AI/LLM platform exposure",
    "Programming/software development",
    "IT support and service management",
    "Emerging technology monitoring",
    "Analytics / BI reporting",
    "Team leadership",
    "Software testing"
   ],
   "evidence": "Strengths: Software development fundamentals; IT support and service management; database design and SQL.",
   "sectors": [
    "Healthcare",
    "Telecommunications",
    "Media"
   ]
  },
  {
   "id": "C-TPCP",
   "title": "Multi-venture founder",
   "seniority": "Mid-level",
   "experience": "6-9 years",
   "years": 6,
   "skills": [
    "Storytelling and visual communication",
    "Digital content creation",
    "Entrepreneurship / founding and running ventures",
    "Web application development",
    "Systems design",
    "Business process improvement / automation",
    "Animated and explainer video production",
    "User experience design"
   ],
   "evidence": "Strengths: Business process improvement and workflow automation; visual storytelling and digital content creation; user experience and landing page design.",
   "sectors": [
    "Media",
    "Hospitality",
    "Digital marketing"
   ]
  },
  {
   "id": "C-ZUEQ",
   "title": "Data engineer and applied AI specialist",
   "seniority": "Mid-level",
   "workTypes": [
    "Hybrid"
   ],
   "availability": "Permanent",
   "experience": "6-9 years",
   "years": 6,
   "skills": [
    "LLM application development",
    "RAG application design",
    "Prompt engineering",
    "Programming/software development",
    "Mentoring and teaching",
    "Data engineering",
    "Testing",
    "Stakeholder relationship management"
   ],
   "evidence": "Strengths: Data pipeline engineering; RAG and LLM application development; data governance and cross-region architecture.",
   "sectors": [
    "Education",
    "Healthcare",
    "Consulting"
   ]
  },
  {
   "id": "C-WKJW",
   "title": "AI product and solutions leader",
   "seniority": "Mid-level",
   "workTypes": [
    "Remote",
    "Hybrid",
    "On-site"
   ],
   "availability": "Both",
   "start": "Immediate",
   "experience": "3-5 years",
   "years": 3,
   "skills": [
    "Agentic AI architecture",
    "AI product strategy",
    "Emerging technology monitoring",
    "Team and functional leadership",
    "Specialist advisory",
    "Systems design",
    "Solution architecture",
    "Stakeholder relationship management"
   ],
   "evidence": "Strengths: Agentic AI system design; solution and systems architecture; cross-functional stakeholder leadership.",
   "aiTools": [
    "Claude (expert)",
    "Claude Code (expert)",
    "Nano Banana (expert)",
    "Claude Cowork (expert)"
   ]
  },
  {
   "id": "C-AMKN",
   "title": "Early-career AI automation engineer",
   "seniority": "Junior",
   "experience": "3-5 years",
   "years": 3,
   "skills": [
    "LLM application development",
    "Agentic architecture",
    "Construction and building work",
    "Business process improvement",
    "System integration and build",
    "Methods and tools"
   ],
   "evidence": "Strengths: Workflow automation and system integration; business process improvement through AI tooling; LLM application development.",
   "aiTools": [
    "Hugging Face (expert)",
    "Unsloth (expert)",
    "Gemini (advanced)",
    "Claude (advanced)"
   ],
   "sectors": [
    "Construction"
   ]
  },
  {
   "id": "C-HBZD",
   "title": "Early-career data and policy analyst",
   "seniority": "Mid-level",
   "experience": "3-5 years",
   "years": 3,
   "skills": [
    "LLM application development",
    "Agentic architecture",
    "Model evaluation",
    "Prompt engineering / LLM use",
    "Programming / software development",
    "Data analysis",
    "Public policy analysis",
    "Research and literature review"
   ],
   "evidence": "Strengths: Python programming and geospatial data analysis; public policy analysis and research; research and literature review.",
   "sectors": [
    "Education",
    "Consulting",
    "Public sector"
   ]
  },
  {
   "id": "C-EXZL",
   "title": "Early-career full-stack and agentic AI engineer",
   "seniority": "Mid-level",
   "experience": "3-5 years",
   "years": 3,
   "skills": [
    "LLM application development",
    "Agentic architecture",
    "Prompt engineering",
    "RAG application design",
    "Programming/software development",
    "Solution architecture",
    "Emerging technology monitoring",
    "Information security"
   ],
   "evidence": "Strengths: Full-stack software development; solution and multi-tenant architecture; agentic AI and LLM application development.",
   "sectors": [
    "Education",
    "Logistics"
   ]
  },
  {
   "id": "C-DAYK",
   "title": "Early-career AI engineer",
   "seniority": "Mid-level",
   "workTypes": [
    "Remote",
    "Hybrid",
    "On-site"
   ],
   "availability": "Both",
   "experience": "0-2 years",
   "years": 0,
   "skills": [
    "LLM application development",
    "Model evaluation",
    "Agentic architecture",
    "Programming/software development",
    "Machine learning fundamentals",
    "Emerging technology monitoring",
    "Open source software contribution",
    "Cloud computing"
   ],
   "evidence": "Strengths: LLM application development; model evaluation and benchmarking; backend and data pipeline design for inference.",
   "aiTools": [
    "ChatGPT (expert)",
    "Claude (expert)",
    "Gemini (expert)",
    "Cursor (expert)"
   ]
  },
  {
   "id": "C-MJKE",
   "title": "Senior software engineer",
   "seniority": "Mid-level",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "Software development",
    "Team leadership and people management",
    "Collaborative problem-solving and facilitation",
    "Delivery management",
    "Software design",
    "Biotechnology domain knowledge",
    "System integration and build"
   ],
   "evidence": "Strengths: Full-stack product delivery; scientific software development; team leadership and people management.",
   "aiTools": [
    "Claude (advanced)",
    "Codex (advanced)"
   ]
  },
  {
   "id": "C-JJHH",
   "title": "Software engineer",
   "seniority": "Mid-level",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "LLM application development",
    "Software development / programming",
    "Mobile application development",
    "Software design",
    "C# development",
    "Emerging technology monitoring",
    "Electrical and electronics engineering fundamentals"
   ],
   "evidence": "Strengths: Mobile application development; software design and engineering of solutions over long project lifecycles; C# development expertise.",
   "sectors": [
    "Forestry",
    "Transport"
   ]
  },
  {
   "id": "C-HJVV",
   "title": "Electrical engineer",
   "seniority": "Mid-level",
   "experience": "6-9 years",
   "years": 6,
   "skills": [
    "LLM application development",
    "Test methodologies and failure analysis",
    "Test data analysis",
    "Engineering reporting and documentation",
    "Electrical engineering",
    "Full-stack software development",
    "User experience thinking"
   ],
   "evidence": "Strengths: Test methodologies and failure analysis; engineering reporting and documentation; new product introduction engineering support.",
   "aiTools": [
    "ChatGPT (advanced)",
    "Gemini (advanced)",
    "Codex (advanced)"
   ]
  },
  {
   "id": "C-LABL",
   "title": "Senior portfolio manager",
   "seniority": "Senior",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "Equity investment analysis",
    "Financial modelling",
    "Investment research and analysis",
    "Portfolio management",
    "Investment strategy and fund management",
    "Financial management",
    "Stakeholder relationship management",
    "Business situation analysis"
   ],
   "evidence": "Strengths: Equity investment analysis and portfolio construction; financial modelling; investment strategy and fund management."
  },
  {
   "id": "C-QGJT",
   "title": "AI consulting founder",
   "seniority": "Lead",
   "workTypes": [
    "Remote",
    "Hybrid",
    "On-site"
   ],
   "availability": "Both",
   "start": "Immediate",
   "experience": "10+ years",
   "years": 10,
   "skills": [
    "AI product strategy / adoption advisory",
    "LLM application / AI agent development",
    "Agentic architecture / pattern design",
    "Prompt engineering",
    "IT / country management",
    "Strategic / business planning",
    "Financial management",
    "Team leadership / people management"
   ],
   "evidence": "Strengths: AI product strategy and adoption advisory; team and cross-functional leadership; stakeholder and partner ecosystem management."
  },
  {
   "id": "C-YTUB",
   "title": "Full stack developer",
   "seniority": "Mid-level",
   "workTypes": [
    "Remote",
    "Hybrid"
   ],
   "availability": "Permanent",
   "start": "Immediate",
   "experience": "6-9 years",
   "years": 6,
   "skills": [
    "LLM application development",
    "Programming/software development",
    "System integration and build",
    "Requirements definition and management",
    "Stakeholder relationship management",
    "Agile methodologies",
    "Testing",
    "Software design"
   ],
   "evidence": "Strengths: Full stack development; Cloud architecture and solution design; testing and quality assurance."
  },
  {
   "id": "C-VMQL",
   "title": "Early-career backend and support engineer moving into AI engineering and agentic systems",
   "seniority": "Mid-level",
   "workTypes": [
    "Remote",
    "Hybrid",
    "On-site"
   ],
   "availability": "Permanent",
   "start": "Immediate",
   "experience": "3-5 years",
   "years": 3,
   "skills": [
    "LLM/cloud AI service integration",
    "Early exploration of agentic AI workflows",
    "Programming / software development",
    "Debugging and testing of production applications",
    "Database design and data storage implementation",
    "Cross-functional and client collaboration",
    "Requirements analysis for backend code improvements",
    "Technical and business advisory support to customers"
   ],
   "evidence": "Strengths: Backend software development; database design and implementation; production troubleshooting and debugging."
  }
 ]
}
