О компании
Autodesk develops software that helps innovators turn ideas into reality across industries including architecture, automotive, manufacturing, and film. Autodesk Flow Studio is an AI-powered VFX platform.
Задачи
Design and implement ML and GenAI models for visual effects, neural rendering, motion capture, and 3D content generation.
Требования
•At least 2 years of experience in applied Machine Learning
•Experience with Deep Learning and Computer Vision techniques, including CNNs, RNNs, Transformers, Autoencoders, Diffusion Models, and Transfer Learning
•Hands-on experience with 3D Pose Estimation, Motion Reconstruction, or image/video-based 3D Modeling
•Experience with Neural Rendering, Generative Models, or Photorealistic Synthesis
•Strong Python programming skills
•Proficiency with PyTorch or TensorFlow
•Understanding of Computer Graphics fundamentals, including rendering pipelines, shading, and simulation
•Familiarity with Numerical Optimization techniques and differentiable programming
•Bachelor's degree in Computer Science, Mathematics, Electrical Engineering, or a related technical field
•Excellent written and verbal English communication skills
•Nice to have: experience with Blender, Maya, or game engines such as Unreal or Unity
Условия
•Salary offers are based on experience and geographic location; compensation may include annual cash bonuses, sales commissions, stock grants, and benefits
•The role may require in-person onboarding and/or in-person ID verification
