Machine Learning Engineer

Key Skills

Aartificial intelligence, AutoCAD, AWS, Azure, Data Architecture, Deep Learning, Design, Machine learning techniques

Job Description

• Scaling techniques for training large models
• Understand and prototype ideas from research papers
• Collaborate on research projects and papers with a diverse, global team of researchers and engineers
• Support research through the construction of 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

Minimum Qualifications

• BSc or MSc 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

Preferred Qualifications

• Experience with sync/async distributed methods for data/model parallelism
• Experience scaling ML training pipelines
• Experience working in large distributed systems
• Experience or interest in computational geometry and geometric methods
• Multi-modal deep learning and/or information retrieval
• Knowledge of the design, manufacturing, AEC, or media & entertainment industries
• Experience with Autodesk or similar products (CAD, CAE, CAM, etc.)

The Ideal Candidate

• A Software Engineer with experience building and training robust machine learning systems
• Familiar with implementing experimental pipelines and prototyping AI applications
• Comfortable building prototypes from scratch and writing maintainable code within existing codebases
• A curious, creative problem-solver who is excited to learn & develop new technologies
• A fast learner & excellent communicator who can effectively collaborate across global locations

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About Autodesk

Welcome to Autodesk! Amazing things are created every day with our software – from the greenest buildings and cleanest cars to the smartest factories and biggest hit movies. We help innovators turn their ideas into reality, transforming not only how things are made, but what can be made.

We take great pride in our culture here at Autodesk – our Culture Code is at the core of everything we do. Our values and ways of working help our people thrive and realize their potential, which leads to even better outcomes for our customers.

When you’re an Autodesker, you can be your whole, authentic self and do meaningful work that helps build a better future for all. Ready to shape the world and your future? Join us!

Salary transparency

Salary is one part of Autodesk’s competitive compensation package. Offers are based on the candidate’s experience and geographic location. In addition to base salaries, we also have a significant emphasis on discretionary annual cash bonuses, commissions for sales roles, stock or long-term incentive cash grants, and a comprehensive benefits package.