Senior ML Engineer (AI / LLM, Gaming Industry)

  • Компания: Talentgrator
  • Город , ,
  • Зарплата:
  • Размещено: 2026-03-18 13:03:40

Описание

  • Design LLM system architecture (RAG, multi-agent setups, tool-calling, memory).
  • Scale and optimize vector and semantic search (pgvector, hybrid search, reranking).
  • Build pipelines for processing and validating GDDs (Game Design Documents).
  • Develop prompt engineering, evaluation, and guardrails strategies.
  • Integrate local and cloud LLMs (Ollama / OpenAI-compatible APIs).
  • Architect fault-tolerant AI systems for production workloads.
  • Implement monitoring for model quality, latency, and cost.
  • Design multi-agent workflows and manage agent coordination.
  • Prepare the platform for automated TypeScript code generation.
  • Conduct code reviews, mentor engineers, and drive the team’s technical growth.

Requirements

  • 3+ years working on ML / Applied AI / LLM projects.
  • Leadership experience (Tech Lead / ML Lead / Team Lead) as a plus.
  • Deep expertise in Python.
  • Hands-on experience with LLMs, RAG, embeddings, and vector search.
  • Ukrainian/Russian language.
  • Proven ability to design and support production AI/ML systems.
  • Solid understanding of multi-agent architectures and LLM orchestration.
  • Experience with PostgreSQL + pgvector (or similar vector database solutions).
  • Experience building asynchronous and event-driven pipelines.
  • Docker (production usage).
  • Strong architectural thinking and a high sense of ownership.

Nice-to-have:

  • HuggingFace / vLLM / OpenAI / Ollama
  • Hybrid search, rerankers, long-context strategies
  • RabbitMQ / Redis
  • CI/CD and MLOps practices
  • TypeScript (basic understanding)
  • Experience in game dev or content generation
  • Confluence / Jira API integrations

Benefits

  • Competitive salary.
  • 20 vacation days and 5 sick days yearly.
  • A friendly and creative atmosphere.
  • Opportunities for professional growth and development.
  • Flexible working hours and remote work options.
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