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Senior Machine Learning Engineer

Autodesk creates software for architecture, engineering, construction, manufacturing, media, and entertainment industries.
Machine Learning
Senior Software Engineer
Hybrid
5,000+ Employees
3+ years of experience
AI · Enterprise SaaS

Description For Senior Machine Learning Engineer

Autodesk is seeking a Senior Machine Learning Engineer to join their growing generative AI-focused team. This role offers an exciting opportunity to translate cutting-edge research into practical applications that help customers design and create better solutions. The position is based in Berlin, Germany, within Autodesk Construction Solutions (ACX), offering a dynamic and innovative working environment.

The ideal candidate will be an experienced Software Engineer with a strong background in Generative AI for Computer Vision and/or Computer Graphics. You'll work on implementing state-of-the-art generative AI algorithms, bridging the gap between research and development. The role involves working with 3D deep learning, handling various 3D data formats, and experience with advanced technologies like GANs, Diffusion Models, and NeRFs.

Autodesk offers a flexible hybrid-first work environment, allowing for remote, office, or mixed work arrangements. You'll be part of a global team working on transformative technologies that impact various industries, from architecture and engineering to media and entertainment. The company values diversity and inclusion, fostering an environment where innovative thinking and creative problem-solving are encouraged.

This role provides an opportunity to work with cutting-edge AI technologies while contributing to products that help customers imagine, design, and make a better world. The position offers exposure to various aspects of machine learning engineering, from experimental pipelines to production-scale implementations, making it an excellent opportunity for someone passionate about both AI research and practical applications.

Last updated 5 days ago

Responsibilities For Senior Machine Learning Engineer

  • Translate CV/ML/computer graphics research into concept design-oriented products
  • Understand and prototype ideas from research papers
  • Collaborate on projects with a diverse, global team of researchers and engineers
  • Support research productization through experimental pipelines, prototypes, and reusable code
  • Implement scalable machine learning training pipelines
  • Process data and analyze feature extractions
  • Model training and hyperparameter tuning
  • Analyze errors and provide solutions to problems

Requirements For Senior Machine Learning Engineer

Python
  • MSc or PhD in Computer Science, or equivalent industry experience
  • +3 years of experience with deep learning and generative models
  • Experience with version controlling, reproducibility, and deploying machine learning models
  • Strong data modelling and data architecture skills
  • Experience with cloud services & architectures (AWS, Azure, etc.)
  • Proficiency with modern deep learning libraries and frameworks
  • Proficiency in coordinating, provisioning, and maintaining systems and compute infrastructure
  • Strong problem-solving and troubleshooting skills
  • Excellent communication and collaboration abilities

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