Backend Engineer – AI-Driven Development, CTRM Platform

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Raw Ventures

WebsiteLinkedInAll Job Openings

11 - 50 employees

🏥 Healthcare

💼 Consulting

📦 Logistics

Healthcare • Consulting • Logistics

<Raw Ventures> Raw Ventures is a venture studio and investment firm that backs and builds startups across MediaTech, HealthTech, biotech, and sustainability sectors using evergreen capital, hands-on advisory, and talent development. It operates an ecosystem combining investment (Evergreen), AI-powered advisory (Raw Advisory), and creative/talent support (Raw Creative) to help technologies move from proven concepts to practical impact, and it focuses on innovative content, healthcare and biotech ventures. The firm emphasizes building interconnected companies rather than isolated startups and publishes news about its portfolio and activity.

📋 Description

• 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

🎯 Requirements

• 7+ years building and operating production backend systems • AI-driven development as your actual workflow • Strong Node.js and/or Python, solid SQL, comfortable with Docker and CI/CD • Business proficiency in Russian language • Domain modelling, relational data design, transaction and consistency semantics, idempotency, concurrency, API design, testing strategy, refactoring discipline • You can read, debug and reason about code you did not write.

🏖️ Benefits

• Generous AI tooling budget — frontier models are a working expense, not a perk • Competitive compensation discussed individually