Senior ML Engineer
Epic Games3 months ago
London, United KingdomSenior
Responsibilities
- Create and deliver production-ready, scalable, high-quality deep-learning models and algorithms for computer-vision problems.
- Design, implement, and deploy production-ready computer-vision models for scene generation, trained bots and agents, and automated content verification.
- Critically assess model effectiveness and make recommendations for the ongoing roadmap.
- Understand and evaluate new data channels and support the collection or creation of additional data.
Requirements
- PhD in Computer Science, Mathematics, or a related field and 5+ years of relevant industry experience.
- Proven experience creating innovative computer-vision solutions and deploying them as production-level systems in industrial environments.
- Expert hands-on knowledge of supervised, semi-supervised, and unsupervised deep learning.
- Expert hands-on knowledge of reinforcement learning, imitation learning, and related frameworks.
- Expert hands-on knowledge of Python and ML tools/frameworks including NumPy, SciPy, scikit-learn, and PyTorch.
- Experience collaborating with other developers using flexible, agile, or lean approaches.
- Experience architecting, scaling, securing, and operating medium- to large-scale cloud ML systems, ideally on AWS, is desirable.
- Experience with 3D vision or graphics is desirable.
Benefits
- Employer-paid benefits except dependent PMI, including 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, meals, and mental well-being support through Modern Health.
- Modern Health provides free therapy and coaching for employees and dependents.
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.