Machine Learning Operations and Optimizations Engineer - Remote

Overview

The work we do at Autodesk touches nearly every person on the planet. By creating software tools for making buildings, machines, and even the latest movies, we influence and empower some of the most creative people in the world. As a Machine Learning Engineer at Autodesk Research, you will work side-by-side with world-class researchers and engineers to build new ML-powered product features to help our customers imagine, design, and make a better world. You are a software engineer who is passionate about solving problems and building things. You are excited to collaborate with AI researchers to implement generative AI features in Autodesk products.

In Short

• Profile and optimize machine learning tasks and code
• Write efficient code for machine learning tasks
• Understanding of AWS Cloud, Kubernetes and Ray Framework
• Prepare appropriate containers and instances for various machine learning tasks
• Train and optimize machine learning models
• Collaborate on projects with a diverse, global team
• Support research through the construction of ML pipelines
• Process data and analyze feature extractions
• Analyze errors and provide solutions to problems
• Present results to collaborators and leadership

Requirements

• BSc or MSc in Computer Science, or equivalent industry experience
• 3+ years of software development experience
• Experience with version control and deploying machine learning models
• Experience with cloud services and architectures (e.g. AWS, Azure)
• Proficiency with modern deep learning libraries (PyTorch, Lightning, Ray)
• Excellent written documentation skills

Benefits

• Health and financial benefits
• Time away and everyday wellness
• Competitive compensation package
• Annual cash bonuses and stock grants
• Inclusive culture and diversity initiatives