Machine Learning Engineer, Memory
Epic Games1 month ago
London, United KingdomMid Level
Responsibilities
- Design memory architectures that work across problems, modalities, and products.
- Define methods to measure and evaluate memory performance.
- Create and deliver production-ready, scalable learning models and associated algorithms.
- Assess model effectiveness and recommend priorities for the ongoing roadmap.
- Collaborate with researchers and other developers using a flexible, agile approach.
Requirements
- PhD in Computer Science, Mathematics, or a related field, or 3+ years of relevant industry experience.
- Experience creating machine learning algorithms for vision and/or language problems and deploying them as production-level systems.
- Expert hands-on knowledge of foundation models, vision and/or language systems, local deployment, and post-training of open-weights models.
- Experience with memory, state, or long-horizon behavior in foundation models, including areas such as language agents, long-context methods, reinforcement learning under partial observability, world models, or sequence modeling.
- Expert hands-on knowledge of Python and associated machine learning tools and frameworks, including NumPy, SciPy, scikit-learn, and PyTorch.
- Experience collaborating with other developers in a flexible and agile environment.
Benefits
- Employer-paid benefits except PMI for dependents.
- Pension, private medical insurance, healthcare cash plan, dental insurance, disability and life insurance, and critical illness coverage.
- Cycle-to-work scheme, flu shots, health checks, and meals.
- Mental well-being support through Modern Health, including free therapy and coaching for employees and dependents.
Categories
AI ResearchML Engineering
About Epic Games
Epic Games builds Fortnite and operates the Epic Games Store, and develops Unreal Engine and Epic Online Services for game studios and creators. Its business model spans game sales and in-game purchases, Unreal Engine licensing and royalties, and revenue share from its storefront and services. Founded in 1991 and headquartered in Cary, North Carolina, this privately held company’s technology is also used in film/TV, architecture, automotive, and simulation.