Overview
In this role, you will develop production-ready computer vision models within Epic’s Unreal Engine ecosystem, tackling agentic vision tasks for scene generation, bots/agents, and automated content verification. You’ll collaborate with engineers to design, implement, and deploy scalable ML solutions that support game developers and cross-team initiatives. You will assess model effectiveness and contribute to roadmap decisions while exploring new data channels. This opportunity combines cutting-edge ML with real-time entertainment to push engine and game development forward.
Pay / Benefits
- pension
- private medical insurance
- health care cash plan
- dental insurance
- disability and life insurance
- critical illness’,’cycle to work scheme’,’modern health mental well-being program
Responsibilities
- Design, implement and deploy production-ready computer vision models
- Develop scalable deep-learning models and related algorithms for vision problems
- Critically evaluate model effectiveness and influence roadmap decisions
- Assess new data channels and support creation of additional data sources
- Work at the intersection of vision, language and ML to build agentic tools for games
- Collaborate with other developers in an agile/lean environment
- Support deployment of models in cloud or industrial-scale environments (desirable)
- Contribute to 3D Vision/Graphics initiatives (desirable)
Key requirements
- PhD in Computer Science, Mathematics or related field
- 5+ years of relevant industry experience
- Proven track record in CV solutions deployed in production environments
- Expert hands-on knowledge of: deep learning for supervised, semi-supervised and unsupervised learning
- Experience with reinforcement learning, imitation learning, and related frameworks
- Python and ML tools/frameworks (numpy, scipy, sklearn, pytorch)
- Collaborative, agile/lean work experience
- Desirable: cloud ML systems at medium to large scale (AWS) and 3D Vision/Graphics
- collaborative
- adaptive/lean
- problem-solving
- deep learning (supervised/semi/un supervised)
- reinforcement learning/ imitation learning
- Python
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