Senior Machine Learning Engineer, Online Learning

5 - 7 years experience  •  Technology

Salary depends on experience
Posted on 04/19/18
5 - 7 years experience
Technology
Salary depends on experience
Posted on 04/19/18

Senior Machine Learning Engineer, Online Learning

Bellevue

Senior Machine Learning Engineer, Online Learning

Bellevue, Full-time

We are looking for exceptional machine learning engineers and scientists to push the boundaries of customizing in-game experiences for millions of users. From video ads to in-game playables, our Machine Learning team will combine the latest techniques in Machine Learning with the robust infrastructure and technology underpinning our Ads platform to create a more personalized gaming experience. If you’re an exceptional Data Scientist or Machine Learning engineer with experience in online learning systems or Multi-Armed bandits, we’d like to meet you!

The Unity Engine is a premiere platform for a variety of interactive media experiences, ranging from video games to Hollywood film CGI to cutting-edge AR/VR interactive experiences, Unity is a content development platform as versatile as it is impactful.

This role is located onsite at the Unity office in Bellevue, WA. Candidates desiring remote or virtual work will not be considered at this time.

Requirements

  • 5+ years experience designing and implementing Machine Learning models and algorithms OR a PhD in Machine Learning with at least 1+ year of industry experience
  • 1+ year experience working on online learning systems like ads optimization using techniques like Thompson Sampling or Multi-Armed Bandits
  • Experience with very large scale data/distributed systems
  • Strong engineering background with a good foundation in data structures, algorithms, distributed systems and software design
  • Experience with Cloud deployments (AWS or GCP)

Bonus Points

  • 1+ year of experience with Deep Learning Frameworks (e.g. TensorFlow, PyTorch)
  • MS or Ph.D. in Computer Science, Software Engineering, Math or Statistics
  • Experience with Reinforcement Learning, Markov Decision Processes, Adaptive Control, Neuroevolution, multi-armed bandits, personalization or online learning
  • Experience with Unity Engine, 3D simulators, game development, or robotics
  • Published research in areas of Deep Learning, Reinforcement Learning, or Computer Vision at major conference or journal
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