Machine Learning Engineer, Memory
Epic Gamesabout 4 hours ago
London, United KingdomMid Level
H1B Sponsor
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, high-quality learning models and associated algorithms.
- Critically assess model effectiveness and make recommendations for the ongoing roadmap.
- Collaborate with researchers on cross-company projects involving memory in different modalities.
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, local deployment, and post-training of open-weight 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, NumPy, SciPy, scikit-learn, and PyTorch.
- Ability to collaborate with other developers using a flexible and agile approach.
Benefits
- Epic pays 100% of benefits except PMI for dependents.
- Benefits include pension, private medical insurance, health care cash plan, dental insurance, disability and life insurance, critical illness coverage, cycle to work scheme, flu shots, health checks, and meals.
- Employees and dependents receive access to Modern Health’s free therapy and coaching program.
- The role is focused on production-ready systems and cross-company collaboration, with no specific work arrangement stated.
About Epic Games
Founded in 1991, Epic Games is a leading interactive entertainment company and provider of 3D engine technology. Epic operates Fortnite, one of the world’s largest games with over 350 million accounts and 2.5 billion friend connections. Epic also develops Unreal Engine, which powers the world’s leading games and is adopted across industries such as film and television, architecture, automotive, manufacturing, and simulation. Through Unreal Engine, Epic Games Store, and Epic Online Services, Epic provides an end-to-end digital ecosystem for developers and creators to build, distribute, and operate games and other content. Epic has over 40 offices worldwide with headquarters in Cary, North Carolina.