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Senior Machine Learning Engineer
Epic Games
London, England, United Kingdom
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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 applied research engineers 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 except for PMI (for dependents). Our current benefits
package includes pension, private medical insurance, health care cash plan,
dental insurance, disability and life insurance, critical illness, cycle to work
scheme, flu shots, health checks, and meals. 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 [https://www.epicgames.com/site/en-US/eeo-policy].
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
[https://www.epicgames.com/note-to-recruitment-agencies].