Senior ML Engineer

Senior ML Engineer

Epic Games

London, United Kingdom

What You'll Do

You will work with our team of engineers at the intersection of vision, language and machine learning to create state-of-the-art models for agentic vision tools. You will be responsible for the design, implementation and deployment of production-ready computer vision models that support game developers in our ecosystem (including scene generation and trained bots/agents), as well as agents for automated content verification (e.g. gameplay behavior).

In this role, you will:

• Create and deliver production-ready, scalable and high-quality deep-learning models and associated algorithms for computer vision problems
• Critically assess the effectiveness of such models and make recommendations for the ongoing roadmap
• Methodically understand and assess the effectiveness of new data channels and support collection/creation of new ones

What we're looking for

• PhD in Computer Science, Mathematics or related field, 5+ years of relevant industry experience
• Proven track record creating innovative solutions for problems in Computer Vision and deploying them as production-level systems in industrial environments

Expert, hands-on knowledge of:

• Deep learning techniques for supervised, semi-supervised and unsupervised learning
• Reinforcement learning, imitation learning, and related frameworks
• Python and associated ML tools/frameworks (numpy, scipy, sklearn, pytorch)
• Experience with working collaboratively with other developers, following a flexible/agile/lean approach

Desirable:

• Experience with architecting, scaling, securing and operating ML systems in the cloud (ideally AWS) at medium to large scale
• Experience with 3D Vision/Graphics