ML Tech Lead
New
T
TalentgratorIGaming
Ukraine. Poland. GeorgiaFull-TimeLead
Salary not disclosed
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Job Details
- Languages
- Russian, Ukrainian
- Experience
- 3+ years
- Required Skills
- DockerPostgreSQLPythonSQLFastAPI
Requirements
- 3+ years of commercial software development experience.
- Strong Python 3.10+ expertise.
- Hands-on experience with FastAPI, async programming, and type-safe development.
- Solid SQL and PostgreSQL knowledge, including schema design, indexing, window functions, and materialized views.
- Experience building integrations with third-party SaaS APIs, webhooks, and ETL pipelines.
- Practical Docker experience, including multi-stage builds and Docker Compose.
- Understanding of logging, monitoring, and production operations.
- Experience using AI-assisted development tools such as Cursor, Claude Code, GitHub Copilot, or similar.
- Strong system design, architecture, and problem-solving skills.
- Proficiency in Russian/Ukrainian.
Responsibilities
- Design and evolve LLM architectures, including RAG, multi-agent systems, tool-calling, and memory frameworks.
- Build and optimize semantic and hybrid search solutions using embeddings, pgvector, and reranking techniques.
- Develop pipelines for processing, validating, and structuring Game Design Documents (GDDs).
- Create prompt engineering strategies, evaluation frameworks, and AI guardrails.
- Integrate local and cloud-based LLMs through Ollama and OpenAI-compatible APIs.
- Design and maintain fault-tolerant, production-grade AI services.
- Contribute to the development of AI capabilities, including future automated TypeScript code generation.
- Lead technical discussions, architecture decisions, and code reviews.
- Define engineering standards, best practices, and quality benchmarks for AI development.
- Implement monitoring for model quality, latency, reliability, and infrastructure costs.
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