AI-Native Data Operations

About the Role We're looking for an AI-native data & operations analyst to work directly with the founder as a hands-on execution partner. Instead of building traditional BI dashboards, you'll use Claude-based AI "skills" — natural-language workflows that query production data, logs, and metrics — to turn raw business questions into operational and risk-control recommendations, and to help drive the founder's AI initiatives end to end. This is not a coding role and not a traditional analyst role sitting behind static reports — it's a seat next to how the business is actually run. What You'll Do - Data-driven operations analysis — Use AI-assisted workflows to pull and interpret production data (databases, logs, metrics dashboards), translating results into concrete operational recommendations (growth, retention, funnel, efficiency) - Risk control optimization — Analyze risk rule performance (false positive/negative patterns, loss/fraud data) and propose specific rule or threshold changes with supporting evidence - AI initiative execution — Act as the founder's direct AI execution partner: prototype new AI-skill workflows, evaluate new AI tools/models, and help push AI-native ways of working across the team - Decision-ready reporting — Turn analysis into short, clear written recommendations a founder can act on immediately, not just charts What We're Looking For - Singapore Citizen or Singapore PR (no visa sponsorship) - Solid SQL and data-analysis fundamentals; comfortable working directly with production data - Real hands-on experience using LLMs (ChatGPT/Claude) for more than chat — e.g., structured analysis, agents, workflow automation; prompt-engineering ability is a strong plus - High ownership and structured thinking — able to take a one-line ask and turn it into a complete, well-reasoned analysis with minimal hand-holding - Interest in fintech/trading/crypto business models; some understanding of risk-control concepts (fraud, credit risk, rule-based controls) is a plus - Excellent written English — must be able to write crisp, decision-ready recommendations Nice to Have - Python/pandas or similar for ad hoc data work - Prior internship in quant, risk, growth, or data/business analytics - Experience building with Claude Code, custom GPTs, or AI agent/automation tooling What You'll Get - Direct, daily working relationship with the founder — a rare view into how decisions actually get made - High autonomy and fast decision cycles; your analysis directly drives real calls, not filed-away reports - Ground-floor role in defining how a fast-moving company adopts AI-native operations