Senior Machine Learning Programmer

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.

PROGRAMMING - GAMES

What We Do

Unreal projects have been leading the pack of real-time entertainment with our constantly growing team of programming 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 applied research programmers at the intersection of computer vision,  gameplay agents, natural language processing, and machine learning to create state-of-the-art tools to support game developers in our ecosystem with a focus on bots (trained gameplay agents, intelligent NPCs, companions, world modeling), as well as automation of a number key areas (including moderation, security, and QA testing). You will be responsible for the design, implementation and deployment of production-ready machine learning models that can be integrated in our ecosystem.

In this role, you will

  • Create and deliver production-ready, scalable and high-quality machine learning models and associated algorithms that can make actions in game environments

  • 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, or 3+ years of relevant industry experience 

    • Experience creating / applying machine learning algorithms for action modeling of bots behavior, vision-based or language-instructed, and deploying them as production-level systems in-game

    • Expert, hands-on knowledge of:

      • Deep learning, incl. but not limited to applications in the gaming industry

      • Foundational models and vision and/or language, especially  vision-language-action models, reinforcement learning agents, incl. local deployment and model post-training of open weights models

      • Reinforcement learning, incl. experience with agentic systems, reward design, policy optimisation, evaluation, and building scalable training environments for agents

      • Python and associated ML tools/frameworks (numpy, scipy, sklearn, pytorch)

    • Experience with working collaboratively with other developers, following a flexible/agile/lean approach

EPIC JOB + EPIC BENEFITS = EPIC LIFE

We pay 100% for benefits for both employees and dependents and offer coverage for supplemental medical, dental, vision, critical illness, telemedicine, Life and AD&D, long term disability insurance as well as weekly indemnity (short term disability) and a retirement savings plan with a competitive employer match. In addition to the EAP (employee assistance program), we also offer a robust mental well-being program through Modern Health, which provides free therapy and coaching for employees & dependents.                            

ABOUT US

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.

Like what you hear? Come be a part of something Epic!

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.

Note to Recruitment Agencies: Epic does not accept any unsolicited resumes or approaches from any unauthorized third party (including recruitment or placement agencies) (i.e., a third party with whom we do not have a negotiated and validly executed agreement). We will not pay any fees to any unauthorized third party. Further details on these matters can be found here.

Summary

Build scalable machine learning models that take actions in game environments, focusing on bots, NPCs, moderation, security and QA automation. Requires a PhD in Computer Science, Mathematics or related field, or 3+ years of relevant industry experience, plus hands-on deep learning and reinforcement learning, and Python with pytorch.

Responsibilities

Create and deliver production-ready, scalable ML models for in-game actions; critically assess model effectiveness and advise on roadmap; assess and support collection of new data channels

Qualifications

Experience applying ML algorithms to bot behavior and deploying production in-game systems; expert hands-on knowledge of deep learning, foundational vision/language models, reinforcement learning, Python and ML frameworks; collaborative flexible/agile/lean work

Education requirements

PhD in Computer Science, Mathematics or related field, or 3+ years of relevant industry experience

Experience requirements

3+ years of relevant industry experience, as an alternative to a PhD

Benefits

100% paid benefits for employees and dependents; supplemental medical, dental, vision, critical illness, telemedicine, life and AD&D, long term disability insurance; weekly indemnity; retirement savings plan with competitive employer match; EAP and Modern Health mental well-being program