Senior ML Engineer

Epic Games•Cary, NC

About The Position

WHAT MAKES US EPIC? At the core of Epic’s success are talented, passionate people. Epic prides itself on creating a collaborative, welcoming, and creative environment. Whether it’s building award-winning games or crafting engine technology that enables others to make visually stunning interactive experiences, we’re always innovating. Being Epic means being a part of a team that continually strives to do right by our community and users. We’re constantly innovating to raise the bar of engine and game development. ENGINEERING - GAMES What We Do Unreal projects have been leading the pack of real-time entertainment with our constantly growing team of engineering experts. We’re always improving on the tools and technology that empower content developers worldwide. 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).

Requirements

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

Nice To Haves

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

Responsibilities

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

Benefits

We pay 100% of the premiums for both you and your dependents. Our coverage includes Medical, Dental, a Vision HRA, Long Term Disability, Life Insurance & a 401k with competitive match.
We also offer a robust mental well-being program through Modern Health, which provides free therapy and coaching for employees & dependents.
Throughout the year we celebrate our employees with events and company-wide paid breaks.
We offer unlimited PTO and sick time and recognize individuals for 7 years of employment with a paid sabbatical.

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