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About the Role
Work with researchers on projects across the company that require memory in different modalities to define general solutions that enable models to represent experience, decide what they keep and what they discard, and to efficiently store, retrieve and exploit memory.
Responsibilities
- Design new memory architectures that work across problems, modalities and products
- Define new ways to measure and evaluate memory performance
- Help create and deliver production-ready, scalable and high-quality learning models and associated algorithms
- Critically assess the effectiveness of such models and make recommendations for the ongoing roadmap
Requirements
- PhD in Computer Science, Mathematics or 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
- Experience with working collaboratively with other developers, following a flexible and agile approach
Skills
- Foundational models and vision and/or language, incl. local deployment and model post-training of open weights models
- Memory, state, or long-horizon behaviour in foundation models: your experience may come from language agents and long-context methods, reinforcement learning under partial observability, world models, or sequence modelling
- Python and associated ML tools/frameworks (numpy, scipy, sklearn, pytorch)
Experience Level
- 3+ years of relevant industry experience
Education Level
- PhD in Computer Science, Mathematics or related field
Benefits
- Pension
- Private medical insurance
- Health care cash plan
- Dental insurance
- Disability and life insurance
- Critical illness
- Cycle to work scheme
- Flu shots
- Health checks
- Meals
- Robust mental well-being program through Modern Health (free therapy and coaching for employees & dependents)
About the Company
- Epic Games is a leading interactive entertainment company.
- For over 30 years we've been making award-winning games and engine technology that empowers others to make visually stunning games and 3D content that bring environments to life like never before.
- Epic's award-winning Unreal Engine technology not only provides game developers the ability to build high-fidelity, interactive experiences for PC, console, mobile, and VR, it is also a tool being embraced by content creators across a variety of industries such as media and entertainment, automotive, and architectural design.
- As we continue to build our Engine technology and develop remarkable games, we strive to build teams of world-class talent.
Equal Opportunity
- Epic Games deeply values diverse teams and an inclusive work culture, and we are proud to be an Equal Opportunity employer.
- Learn more about our Equal Employment Opportunity (EEO) Policy here.