Raw Ventures

Data Scientist

• A senior individual contributor owning the data science work end to end: deciding what to measure, getting the data, building the models, defending the conclusions.
• Work directly with traders, deal economists, finance and treasury.
• P&L reconstruction and margin attribution across the deal lifecycle.
• Anomaly and fraud detection on financial data.
• The reporting layer for finance and risk — margin, cost per tonne, exposure, receivables, cash position.

Senior Data Scientist – Energy, Oil & Gas

Backend Engineer

• Design services, data models, APIs and transactional boundaries from specified requirements
• Translate requirements into agent-executable task briefs — small enough to verify, large enough to be worth delegating
• Own and evolve the project's agent context: `CLAUDE.md`, coding conventions, architectural guardrails, test policy
• Review every diff seriously: data model, transaction and concurrency semantics, error handling, migrations, security, performance
• Write and maintain tests that pin real behaviour — especially around money, rounding, dates, and state machines
• Refactor aggressively when generated code is correct in isolation but wrong for the system
• Ship in two-week sprints against a defined Definition of Ready and Definition of Done

Senior Data Scientist – Energy, Oil & Gas

Backend Engineer – AI-Driven Development, CTRM Platform