Über
We are seeking a
Senior Machine Learning Engineer
to join their Avatar Technology team. In this role, you will bridge the gap between machine learning and real-time animation pipelines, taking generative models from prototype to high-quality production environments.
What You'll Do
Production ML Integration:
Integrate machine learning models into real-time animation systems across mobile and web environments. Motion Generation:
Develop systems that translate inputs like audio, text, and intent into responsive avatar motion, specifically adapting generative models (diffusion, transformers) for facial animation and gesture generation. Data & Tooling Pipelines:
Build motion data processing pipelines (mocap, facial capture) and develop DCC tool integrations (Maya, Blender) to empower Technical Artists. Optimization & Collaboration:
Partner with Behavior and LLM teams to link predictive motion to character logic , while optimizing performance across CPU, GPU, and memory constraints. What You Should Have
7+ years of experience
in machine learning, animation systems, or related technical roles within games, VFX, or interactive media. Strong programming skills in
Python , along with
C++ and/or C# . Production experience with ML frameworks like
PyTorch or TensorFlow
, and a proven track record of shipping ML systems. Practical exposure to
skeletal animation, rigging, or simulation pipelines . Experience integrating systems into real-time engines such as
Unity, Unreal , or web-based runtimes. Deep understanding of performance constraints including latency, memory, and scalability. Benefits & Structure
Work Structure:
Hybrid environment (minimum 4 days weekly in-office); remote-eligible Compensation:
Competitive salary, equity packages, and comprehensive health/wellness benefits. Perks:
Unlimited PTO and parental leave.
Sprachkenntnisse
- English
Hinweis für Nutzer
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