Machine Learning Developer
Core
Develop and implement machine learning models for motion prediction and editing within Autodesk's Emerging Media and Entertainment Technology division.
Role type
Senior IC machine learning developer (motion/media)
Builds
Large-scale ML models for motion prediction, end-to-end motion editing workflows, and experimental research pipelines.
Domain
Entertainment technology / Computer Vision / Motion Graphics
Deliverable
production ML models | product features
Required skills
Deep Learning, statistical methods for ML, Python, TensorFlow, PyTorch, time-series data analytics, scalable compute infrastructure, CS algorithms
Preferred skills
Production environment experience in entertainment, collaboration with creatives, familiarity with media pipelines
Technologies
Python, TensorFlow, PyTorch
Responsibilities
Review state-of-the-art ML publications and technologies, implement cutting-edge ML results, develop large models for motion prediction, build experimental pipelines and prototypes, handle data processing at scale, conduct model training and hyperparameter tuning, analyze model errors and design mitigation strategies
Seniority
Senior, hands-on IC
