Machine Learning Engineer (Computer Vision, Gamedev)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Machine Learning Engineer (Computer Vision): Work at the intersection of vision, language, and machine learning to create state-of-the-art models for agentic vision tools with an accent on scene generation, trained bots/agents, and automated content verification for game developers. Focus on designing, implementing, deploying production-ready scalable deep-learning models and algorithms for computer vision problems.
Cary, United States
Company
develops award-winning games and Unreal Engine technology powering interactive experiences across gaming, media, automotive, and architecture.
What you will do
- Create and deliver production-ready, scalable, high-quality deep-learning models and algorithms for computer vision problems.
- Critically assess model effectiveness and make recommendations for the ongoing roadmap.
- Methodically understand and assess new data channels and support collection/creation of new ones.
Requirements
- PhD in Computer Science, Mathematics or related field + 5+ years relevant industry experience.
- Proven track record creating innovative Computer Vision solutions deployed as production-level systems.
- Expert hands-on knowledge of deep learning (supervised, semi-supervised, unsupervised), reinforcement learning, imitation learning, Python and ML frameworks (numpy, scipy, sklearn, pytorch).
- Experience working collaboratively with developers using flexible/agile/lean approaches.
Nice to have
- Experience architecting, scaling, securing, operating ML systems in the cloud (AWS) at scale.
- Experience with 3D Vision/Graphics.
Culture & Benefits
- 100% premiums paid for medical, dental, vision HRA, long-term disability, life insurance for employees and dependents.
- 401k with competitive match and robust mental well-being program including free therapy/coaching.
- Unlimited PTO and sick time, company-wide paid breaks, events, and paid sabbatical after 7 years.
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