United States onlyJob Requisition ID #
25WD87853Machine Learning Operations and Optimizations Engineer
Position 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.
You will report to a research manager in the Research Engineering organization of Autodesk Research. We are a global team, located in London, San Francisco, Toronto, and remotely. For this role we support both in-person, hybrid, and remote work.
Responsibilities
Profile and optimize machine learning tasks and code
Write efficient code for machine learning tasks, focusing on software rather than hardware
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 at the intersection of research and product with a diverse, global team of researchers and engineers
Support research through the construction of ML pipelines, prototypes, and reusable, testable code
Process data and analyze feature extractions
Analyze errors and provide solutions to problems
Present results to collaborators and leadership
Minimum Qualifications
BSc or MSc in Computer Science, or equivalent industry experience
3+ years of software development experience
Experience with version control, reproducibility, and deploying machine learning models
Experience with cloud services and architectures (e.g. AWS, Azure)
Proficiency with modern deep learning libraries and frameworks (PyTorch, Lightning, Ray)
Excellent written documentation skills to document code, architectures, and experiments
Preferred Qualifications
Experience with data modeling, architecture, and processing using varied data representations including 2D and 3D geometry
Experience with adding computational graph support, runtime or device backend to Machine learning libraries (PyTorch or Lightning Ray) support
Experience scaling ML training and data pipelines
Experience working with distributed systems
Knowledge of the design, manufacturing, AEC, or media & entertainment industries
Experience with Autodesk or similar products (CAD, CAE, CAM, etc.)
Learn More
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!
Benefits
From health and financial benefits to time away and everyday wellness, we give Autodeskers the best, so they can do their best work. Learn more about our benefits in the U.S. by visiting https://benefits.autodesk.com/
Salary transparency
Salary is one part of Autodesk’s competitive compensation package. For U.S.-based roles, we expect a starting base salary between $146,900 and $237,600. Offers are based on the candidate’s experience and geographic location, and may exceed this range. In addition to base salaries, we also have a significant emphasis on annual cash bonuses, commissions for sales roles, stock grants, and a comprehensive benefits package.Equal Employment Opportunity
At Autodesk, we're building a diverse workplace and an inclusive culture to give more people the chance to imagine, design, and make a better world. Autodesk is proud to be an equal opportunity employer and considers all qualified applicants for employment without regard to race, color, religion, age, sex, sexual orientation, gender, gender identity, national origin, disability, veteran status or any other legally protected characteristic. We also consider for employment all qualified applicants regardless of criminal histories, consistent with applicable law.
Diversity & Belonging
We take pride in cultivating a culture of belonging and an equitable workplace where everyone can thrive. Learn more here: https://www.autodesk.com/company/diversity-and-belonging
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