Senior Machine Learning Engineer - Avatar

Roblox

6 days ago

San Mateo, CA, USA

Senior

H1B Sponsor

Base Salary

$197k - $243k/yr

Responsibilities

Lead the design and implementation of large-scale ML systems for 2D and 3D content understanding.
Build robust systems to analyze 3D geometry, skinning weights, rigging structures, and animation data.
Collaborate with senior engineers and artists to translate quality requirements into scalable ML solutions.
Design and maintain data pipelines for large-scale data collection and model training.
Stay updated on Computer Vision and 3D Graphics research to enhance validation tools.

BS, MS, or PhD in Computer Science, Machine Learning, or a related field.
Deep knowledge of Deep Learning, Computer Vision, and ML frameworks like PyTorch.
Expert-level understanding of 3D math/geometry, rigging, and animation principles.
Strong programming skills in Python with a proven track record in software design.
Preferred experience with training ML models using 3D data or Large Language Models.
Analytical mindset for quantifying quality through data and solving complex challenges.

PythonPyTorch