Investment Analyst (Technology/ AI Industry)
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About the Role
Dublin/UK/ Hong Kong/ UAE Based ONLY\*\* Job Title AI Industry Investment Analyst – Unquoted Markets Focus with Deep Technical AI Coverage (AI\-Enabled Workflows Required) Reporting Line Investment Leadership / CIO / Head of Investments (with regular interaction with senior stakeholders including IC members and external counterparties) Role Summary We are hiring a technically grounded AI Industry Analyst with strong exposure to unquoted / p
Key Skills for This Role
Full Job Posting
Job Title
AI Industry Investment Analyst – Unquoted Markets Focus with Deep Technical AI Coverage (AI-Enabled Workflows Required)
Reporting Line
Investment Leadership / CIO / Head of Investments (with regular interaction with senior stakeholders including IC members and external counterparties)
Role Summary
- We are hiring a technically grounded AI Industry Analyst with strong exposure to unquoted / private deep-tech sectors and working knowledge of how public markets price similar themes.
- This role sits at the intersection of:
- AI-enabled research workflows (how the work is done)
- Deep technical-commercial underwriting across AI and 4IR sectors (what is covered)
What You Will Cover (Investment Universe)
- AI-native companies (models, agents, infrastructure)
- AI-enabling ecosystems (compute, deployment, tooling, data layers)
- Applied AI across industrials, healthcare, fintech, logistics, automation
- Robotics, cybersecurity, and deep-tech adjacent sectors
- Private/unquoted opportunities with translation to public market comparables
How You Will Work (Ai-Enabled Research Methods)
- Use structured AI and automated workflows to accelerate research synthesis
- Validate and fact-check outputs rigorously
- Build repeatable diligence frameworks and monitoring dashboards
- Translate technical complexity into economic defensibility
Ai Tooling & Workflow Fluency (Day-To-Day Expectation)
- Run AI-assisted research loops: ingest → synthesize → validate → extract signals → publish decision outputs
- Use LLMs/agentic workflows to accelerate: ecosystem mapping, competitor tracking, diligence triangulation, and hypothesis testing
- Maintain a clean “audit trail” on outputs: sources, assumptions, validation steps, confidence levels
- Continuously improve internal research efficiency through reusable templates, structured notes, trackers, and automated monitoring
Technical & Commercial Underwriting
- Evaluate scalability, inference costs, deployment economics
- Analyze business models, moats, capital intensity, adoption friction
- Distinguish hype from durable economic advantage
- Assist the AI tech solutions team with developing a platform to enable this role
- Support ongoing portfolio analysis through AI-enabled monitoring, thesis drift detection, and risk flagging
Private-To-Public Mapping
- Assess unquoted AI opportunities
- Identify valuation disconnects in public comparables
- Map ecosystem value chains
Monitoring & Intelligence
- Track regulatory, partnership, and talent shifts
- Deliver concise investment memos
- Surface differentiated theses
- Improve monitoring dashboards and strategic signal extraction (alerts, watchlists, catalyst calendars, risk registers)
Required
- 7–15 years in tech investing, AI-focused research, deep-tech VC, or AI product/strategy with commercial exposure
- Strong modeling and memo-writing capability
- Fluent in AI-enabled research tools and structured workflows (daily usage; not theoretical)
- Comfortable defending conclusions before senior stakeholders
- Must be able to leverage AI to maximize quality, speed, and scope of global coverage
What Success Looks Like (First 6 Months)
- 3–5 differentiated, non-consensus insights
- Clear mapping of private AI value chains
- Strong technical-commercial clarity in IC discussions
- Improved research speed without loss of rigor
- Monitoring dashboards and intelligence loops that materially improve signal quality and decision cadence
Compensation
Competitive package – composed of basic salary, annual performance bonus, and meaningful long-term capital participation incentives.
Cv Submission
HR@Cambrian.global with subject line AI Industry Investment Analyst
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