21 час назад
Lead Machine Learning Engineer (AI)
Вакансия из Hirify Global, списка международных tech-компанийДля мэтча и отклика нужен Plus
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Lead Machine Learning Engineer (AI): Building applied AI systems and generative content pipelines for game development with an accent on agent architectures, model integration, and production-scale deployment. Focus on designing PoCs and evaluation frameworks, optimizing inference, and integrating AI tooling with DCC tools and game engines.
Location: Singapore; onsite role
Company
Independent video game development and art production company with a global studio network and an R&D center focused on tools and techniques for game development.
What you will do
- Design and build agent workflows using LangGraph, LangChain, MCP, RAG/GraphRAG, and custom skills.
- Architect generative 2D, 3D, and video content pipelines with Stable Diffusion and open-source LLMs.
- Integrate AI tooling with DCC tools and game engines for artists and developers.
- Build evaluation frameworks and deploy efficient production systems with Python, FastAPI, AWS SageMaker, AWS Bedrock, and MLOps practices.
- Develop PoCs to validate ambiguous technical problems and collaborate with product and creative teams on realistic roadmaps.
Requirements
- 7+ years of experience building production systems with an ML/AI focus, or equivalent transferable experience.
- Demonstrable expertise in agent architectures, generative content workflows, or both.
- Strong proficiency in Python and familiarity with AWS and modern AI stacks.
- Ability to choose pragmatically between off-the-shelf models, fine-tuning, and simpler scripts.
- Ability to work autonomously in ambiguous problem spaces and iterate from prototypes to production solutions.
Culture & Benefits
- Work with the R&D center on cutting-edge technology for gaming.
- Comprehensive medical healthcare for staff.
- Relocation support.
- Career and international mobility opportunities through an internal mobility program.
- In-house and external learning opportunities, plus group outings and activities.
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