AI Engineer

19 hours ago


Istanbul, Istanbul, Turkey Game Generation Factory Full time

What you'll do

  • Research and prototype LLM-based game generation pipelines (prompting, planning, editing)
  • Combine LLMs with classic NLP techniques to improve quality (templates, rule-based checks, post-processing)
  • Apply and improve state-of-the-art approaches for code generation and code editing
  • Build automated testing + evaluation infrastructure (playability, consistency, determinism, cost/latency)
  • Design generation steps in an
    "Orchestrator → Agents"
    architecture (code, assets, tests, packaging)
  • Reduce generation costs (caching, delta edits, batching, retries, guardrails)
  • Work iteratively with the product team:
    metrics → hypothesis → experiment → shipping

Must-have

  • Hands-on experience with LLMs (code gen, tool-calling, agents, evals)
  • Strong PyTorch knowledge (or equivalent deep learning experience)
  • Solid foundations in NLP + generative methods
  • Production-minded engineering: Git, Docker, Cloud, CI/CD
  • Habit of shipping fast prototypes and packaging them into demos

Nice-to-have

  • Game dev experience (especially 2D, web games, Phaser/JS, Unity)
  • Asset generation/processing workflows (sprites/animations, audio, simple editor logic)
  • Security & sandboxing, prompt-injection defenses, policy-aware design
  • Working with product metrics (retention, "fun factor" proxies, funnel optimization)


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