Machine Learning Engineer
Company: Visual Concepts
Location: Novato
Posted on: February 18, 2021
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Job Description:
Who We AreVisual Concepts is one of the world's top game
development studios with a flat, entrepreneurial, and non-corporate
work environment. We have a proven track record having shipped over
100 multi-SKU titles to great critical acclaim.A pioneer in video
games across multiple generations and the creator of some of the
top-rated video game franchises including 2K Sports and the NBA 2K
series, Visual Concepts is widely regarded as one of the world's
top studios. A subsidiary of Take-Two Interactive Software, Inc.
(TTWO), Visual Concepts continues to innovate in gameplay,
creativity and technology.Our studios in Novato, CA; Agoura Hills,
CA; Foothill Ranch, CA; Budapest, Hungary; Shanghai, China; and
Seoul, South Korea are committed to gaming and technical innovation
and offer top candidates the opportunity to learn and grow with
some of the smartest and most creative minds in the industry.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
resultsWho We Think Will Be A Great Fit* Bachelor's degree in
Computer Science, Maths, or related discipline* 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++Bonus* Experience working in game development a plus*
Experience working with 3D game engines such as Unity and Unreal a
plus.
Keywords: Visual Concepts, Novato , Machine Learning Engineer, Engineering , Novato, California
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