Talentgrator logo
Talentgrator

An international company operating in the iGaming industry, focused on building scalable operational processes and supporting business growth across multiple markets. The company works with high-volume financial flows, payment infrastructure, and partner operations, ensuring stability, security, and efficiency across all internal processes. With a strong focus on risk control, fraud prevention, and operational optimization, the team continuously improves internal systems and business processes.

ML Tech Lead

Location

Ukraine

Posted

8 days ago

Salary

0

Seniority

Lead

Job Description

ML Tech Lead

Talentgrator

Role Description We are looking for an ML Tech Lead to serve as the technical authority within the ML team. This is a hands-on leadership role focused on architecture, technical decision-making, and the development of AI solutions powered by LLMs, RAG, and AI agents. - 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. - Support and mentor engineers through technical guidance and knowledge sharing. Qualifications - 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. Benefits - 20 vacation days and 5 sick days yearly. - Flexible start to the workday. - Experience a dynamic work environment that avoids monotony. - Opportunities for professional growth and advancement.

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