О компании
Autodesk develops software that helps innovators turn ideas into reality across areas including buildings, cars, factories, and movies. Autodesk Flow Studio is an AI-powered VFX platform at the intersection of AI and the film industry.
Задачи
Design and implement ML and GenAI models to solve problems in visual effects, neural rendering, motion capture, and 3D content generation.
Требования
•2+ Years of experience in applied Machine Learning
•Proven 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 programming skills in Python
•Proficiency with PyTorch or TensorFlow
•Solid 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 communication skills in English
Nice to have: Experience with 3D tools such as Blender, Maya, or game engines such as Unreal or Unity.
Условия
No conditions specified
