Senior ML Research Engineer

This is a senior, hands-on role for someone who can invent, implement, and ship. You’ll work on the core 3D human modeling and computer vision pipeline, deliver production-ready models, and lead technical execution with a high bar for quality, rigor, and performance.

• 5+ years of hands-on experience delivering CV/ML projects from concept through production.
• Strong expertise in 3D computer vision and computational geometry.
• Strong understanding of the mathematical foundations of ML and numerical optimization.
• Experience with data structures, data modeling, and software architecture for ML systems.
• Experience designing validation/evaluation for ML accuracy and reliability (metrics, benchmarks, regression testing).
• Strong programming in Python; experience with PyTorch and/or TensorFlow and common scientific computing packages.
• Strong experimentation discipline: reproducible workflows, clear documentation, and ability to diagnose/fix failures.
• Fluent English (spoken and written) for clear communication in a distributed team.
• Strong communication, collaboration, and adaptability in a fast-moving environment.

• Develop and improve our body reconstruction pipeline, adding capabilities and improving accuracy and robustness.
• Architect and maintain a framework to validate predicted measurements, sizes, and 3D avatars (quality checks, benchmarks, monitoring).
• Identify and prioritize projects that measurably improve accuracy and reliability, focusing effort where impact is highest.
• Maintain the integrity of ML pipeline testing, ensure data quality, and prevent regressions.