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Principal Machine Learning Engineer - Unpublished R&D Product
- Los Angeles, California, United States
- Los Angeles, California, United States
À propos
Responsibilities
Define the strategic direction of the AI/ML space on the team in conjunction with central tech and other game teams
Work closely with developers to discover and conceptualize opportunities for AI-powered workflow enhancements
Lead the application of AI/ML systems to solve developer problems
Collaborate with developers to scope, architect, implement, and test AI/ML-based solutions
Keep up with technical developments in the industry relating to AI/ML and find practical applications that help solve the team challenges
Partner with central teams to create reusable training and evaluation pipelines that can be applied across Riot while adapting to the unique constraints of the game
Advance and strengthen engineering best practices, including code quality, automated testing, and maintainable architecture
Elevate the team’s expertise in advanced AI/ML methods through mentorship and documentation, and contribute to team health through cross-disciplinary collaboration
Proactively identify technical risks and bottlenecks, proposing pragmatic and innovative solutions
Required Qualifications
10+ years (or equivalent depth) of professional experience in software engineering, including deep experience with requirements gathering and delivering production-ready solutions
Experience delivering AI/ML systems in production, ideally within real-time or interactive environments
Strong background in one or more of the following: reinforcement learning, imitation learning, decision-making under uncertainty, LLM, AI planning, or other systems
Experience working in a AAA game engine (i.e. Unity, Unreal, etc.)
Proven ability to navigate ambiguity and solve complex problems with minimal support
Experience regularly collaborating with teammates across multiple disciplines
Strong communication skills across technical and non-technical audiences
B.S. in computer science or equivalent experience
Proficiency in C++
Desired Qualifications
Experience implementing tools for developers
Proficiency working with modern ML/data science libraries and frameworks such as PyTorch/TensorFlow, pandas, etc.
Experience implementing framework level UI systems
Experience in infrastructure and MLOps (such as AI/ML cloud services, containers and model telemetry)
Experience mentoring technical ICs and contributing to engineering culture
Experience working on distributed teams
For this role, you’ll find success through craft expertise, a collaborative spirit, and decision‑making that prioritizes the delight of players. We will be looking at your past studies, experience, and your personal relationship with games. If you embody player empathy and care about players’ experiences, this could be your role!
Our Perks Riot focuses on work/life balance, shown by our open paid time off policy and other perks such as flexible work schedules. We offer medical, dental, and life insurance, parental leave for you, your spouse/domestic partner, and children, and a 401k with company match. Check out our benefits pages for more information.
It’s our policy to provide equal employment opportunity for all applicants and members of Riot Games, Inc. Riot Games makes reasonable accommodations for handicapped and disabled Rioters and does not unlawfully discriminate on the basis of race, color, religion, sex, sexual orientation, gender identity or expression, national origin, age, handicap, veteran status, marital status, criminal history, or any other category protected by applicable federal and state law. We consider for employment all qualified applicants, including those with criminal histories, in a manner consistent with applicable federal, state and local law, including the California Fair Chance Act, the City of Los Angeles Fair Chance Initiative for Hiring Ordinance, the Los Angeles County Fair Chance Ordinance for Employers, the SanFrancisco Fair Chance Ordinance, and the Washington Fair Chance Act.
Per the Los Angeles County Fair Chance Ordinance, the following core duties may create a basis for disqualifying candidates with relevant criminal histories:
Safeguarding confidential and sensitive Company data
Communication with others, including Rioters and third parties such as vendors, and/or players, including minors
Accessing Company assets, secure digital systems, and networks
Ensuring a safe interactive environment for players and other Rioters
These duties are directly related to essential operations, safety, trust, and compliance obligations within our organization. Please note that job duties may evolve based on business needs and additional responsibilities may be assigned as necessary to maintain operational efficiency and security.
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Compétences linguistiques
- English
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