Machine Learning Programmer, Memory
Epic Games1 month ago
Montréal, CanadaMid 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 recommend updates to the roadmap.
- Collaborate with researchers and developers on memory-related projects across the company.
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 open-weights models.
- Experience with memory, state, or long-horizon behavior in foundation models, including relevant work with language agents, long-context methods, reinforcement learning under partial observability, world models, or sequence modeling.
- Expert hands-on knowledge of Python and associated ML tools and frameworks, including NumPy, SciPy, scikit-learn, and PyTorch.
- Experience collaborating with other developers using a flexible and agile approach.
Benefits
- 100% employer-paid benefits for employees and dependents.
- Supplemental medical, dental, vision, critical illness, telemedicine, life and AD&D, long-term disability, and short-term disability coverage.
- Retirement savings plan with a competitive employer match.
- Employee assistance program and free therapy and coaching through Modern Health for employees and dependents.
- Inclusive work culture and equal-opportunity employment.
Categories
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.