Machine Learning Engineer

Dec 06, 2022
Novato, United States
... Not specified
... Senior
Full time
... Office work

At Visual Concepts, we believe great games are made by diverse and empowered teams with a shared passion for play. As one of the world’s top game development studios, we have shipped over 100 multi-sku titles to critical acclaim and commercial success. Our teams are independent and entrepreneurial. Our studios in Agoura Hills, Novato, Orange County, Budapest, Shanghai, Austin, San Jose, Vancouver and Seoul are committed to artistry and technical innovation, offering top candidates the opportunity to learn and grow with some of the smartest and most creative minds in the industry.


What we need:

Want to be a key part of one of the most successful and beloved video game franchises in history? If so, the NBA 2K team at Visual Concepts team would love to talk to you.  We're looking for a talented ML engineer who has specifically focused on computer vision, simulations, and overall creative applications of cutting edge technology.  Your work will directly impact the game.


What You Will Do:

  • Help design and develop machine learning models to solve classification, pose estimation, character transition, and mesh generation problems
  • Implement data processing, scraping, and annotation procedures to prepare model training data
  • Work with our internal game engine to integrate and visualize model inference results


Who Will Be A Great Fit:

  • Professional experience implementing computer vision techniques and systems to improve important game-related development
  • CNNs are your jam, specifically in the context of extracting information from images, videos, and animation
  • Bachelor’s degree in Computer Science, Maths, or related field
  • 3+ years of programming experience in Python with specific experience using NumPy and OpenCV
  • Experience solving supervised learning problems with modern Machine Learning libraries such as TensorFlow and PyTorch
  • Strong understanding of 3D Maths including quaternions, linear algebra, and 3D matrix transformations
  • Some experience in C/C++
  • Love for video games (not just ours!)

To learn more about Visual Concepts and our studio locations, check out our website at

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