machine learning engineer
генерация резюме под вакансию
сопроводительное письмо
описание
Autodesk provides software solutions for architecture, engineering, construction, product design, manufacturing, media, and entertainment. The company develops tools that enable innovators to transform ideas into reality, supporting projects ranging from sustainable buildings and electric vehicles to advanced manufacturing and film production.
задачи
- Design and implement state-of-the-art ML and GenAI models;
- Solve complex 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 (CNNs, RNNs, Transformers, Autoencoders, Diffusion Models, Transfer Learning);
- Hands-on experience in 3D pose estimation, motion reconstruction, image/video-based 3D modeling, neural rendering, or photorealistic synthesis;
- Strong programming skills in Python;
- Proficiency with ML frameworks such as 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;
- English B2;
- Nice to have: Experience with 3D tools such as Blender, Maya, or game engines like Unreal or Unity.
условия
- Competitive compensation package including base salary, annual cash bonuses, and stock grants;
- Comprehensive benefits package.
навыки
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