Machine Learning Engineer, Memory
Epic Gamesabout 3 hours ago
Cary, NC, USAMid Level
H1B Sponsor
Responsibilities
- Design memory architectures that work across problems, modalities, and products.
- Define new 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 and developers on memory systems for foundation models.
Requirements
- PhD in Computer Science, Mathematics, or a related field, or at least three 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 open-weights models.
- Experience with memory, state, or long-horizon behavior in foundation models, including related work in 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.
- Ability to collaborate with other developers using a flexible and agile approach.
Benefits
- 100% employer-paid medical, dental, vision HRA, long-term disability, and life insurance premiums for employees and dependents.
- 401k with a competitive match.
- Mental well-being program through Modern Health with free therapy and coaching for employees and dependents.
- Company events, paid company-wide breaks, unlimited PTO, and unlimited sick time.
- Paid sabbatical after seven years of employment.
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.