Machine Learning Technical Manager
Core
Lead a team to develop and deploy next-generation AI solutions (Computer Vision, Graphics, Generative AI) for Autodesk Flow Studio, an AI-powered VFX platform.
Role type
Senior Machine Learning Technical Manager
Builds
Scalable, efficient ML models and pipelines for the Flow Studio VFX platform
Domain
Computer Vision, Computer Graphics, Generative AI, Visual Effects (VFX)
Deliverable
production ML models
Required skills
Machine Learning strategy, team leadership and mentorship, Computer Vision, Computational Graphics, Generative AI, Python, PyTorch, TensorFlow, 3D graphics pipelines, real-time engines (Unreal Engine, Blender, Maya), model deployment and monitoring, responsible AI practices
Preferred skills
Experience in media/entertainment/creative tech, familiarity with rendering pipelines
Technologies
PyTorch, TensorFlow, Unreal Engine, Blender, Maya
Responsibilities
Lead development and deployment of ML models; Manage and mentor ML engineers and researchers; Define and execute ML strategy; Collaborate with engineering, product, and creative teams; Provide technical oversight on model architecture and deployment; Stay current with ML/CV/CG advancements; Ensure responsible AI practices; Partner with infrastructure teams for scalable ML pipelines
Seniority
Senior, hands-on IC with management responsibilities
