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SeniorFull-timePythonAWSMachine LearningPyTorchGitML
Salary Range
$132,600 - $179,400 /year
This salary is estimated based on similar roles. The actual salary may vary.
About the Role
We are looking for a Machine Learning Engineer to join the Avatar Team at Roblox. This role focuses on building automation and validation systems for 3D content, ensuring high-quality avatars for the platform.
Key Responsibilities
- →Lead the development of state-of-the-art ML models for 3D Avatar Validation
- →Design and implement large-scale ML systems for 2D and 3D content understanding and quality measurement
- →Build robust systems to analyze 3D geometry, skinning weights, rigging structures, and animation data
- →Collaborate with senior engineers and artists to translate complex quality requirements into scalable ML solutions
- →Design and maintain sophisticated pipelines for large-scale data collection and model training involving complex 3D assets
- →Stay at the forefront of Computer Vision and 3D Graphics research to keep validation tools cutting-edge
Requirements
- ✓A BS, MS, or PhD in Computer Science, Machine Learning, or a related technical field
- ✓Deep knowledge of Deep Learning, Computer Vision, and ML frameworks such as PyTorch
- ✓Expert-level understanding of 3D math/geometry, rigging, and animation principles
- ✓Strong programming skills in Python and a proven track record in complex software design and system architecture
- ✓Previous high-impact projects involving training ML models with 3D data or Large Language Models (LLMs)
- ✓Analytical mindset with a passion for quantifying quality through data and solving complex technical challenges
Benefits
- ★Competitive salary and equity compensation
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