Senior Machine Learning Engineer

📍 Hybrid (4 days onsite) – LA or SF

This company is building AI-powered 3D character systems, focused on creating high-quality avatars and interactive experiences using generative machine learning and computer graphics.

The team is developing production systems that combine 3D data, generative models, and real-time applications.

The team is seeking a Senior Machine Learning Engineer to build and deploy 3D generative ML systems for avatars.

This role involves end-to-end ownership across the ML lifecycle, from data processing through to production deployment.

Key Responsibilities 🎮

Build and deploy 3D generative models for avatars and character systems 

Work with 3D data (meshes, motion, geometry) to prepare and process datasets

Design, train, and optimize models (diffusion, GANs, or similar)

Define evaluation methods and improve model performance

Deploy models into production systems and user-facing applications 

Collaborate with cross-functional teams across product, design, and engineering.

Required Qualifications

3+ years of experience in machine learning, computer vision, or graphics

Hands-on experience with 3D generative models or diffusion models

Experience working with 3D data (meshes, avatars, motion, geometry)

Proven experience owning ML systems end-to-end (data, training, evaluation, deployment)

Proficiency in Python and PyTorch or TensorFlow

Preferred Qualifications

Experience with NeRF, Gaussian Splatting, or neural rendering

Background in computer graphics, geometry, or 3D pipelines

Experience working on avatars, characters, or animation systems

Experience in gaming, AR/VR, or interactive applications

Publications in ML / CV / graphics conferences

Is this of interest? Lets connect !