Machine Learning Engineer, Memory
Epic Games3 months ago
Porto Alegre, BrazilMid 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, high-quality learning models and associated algorithms.
- Critically assess model effectiveness and make recommendations for the ongoing roadmap.
- Collaborate with researchers and other developers on company-wide projects.
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 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 developers using a flexible and agile approach.
Benefits
- 100% employer-paid medical, dental, and life insurance benefits for employees and dependents.
- Supplemental daily meal vouchers.
- Commuter benefits for onsite employees.
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.