Principal Machine Learning Researcher

Key Skills

Aartificial intelligence, AutoCAD, AWS, Azure, Data science techniques, Deep Learning, Design, Effective communication skills, Google Cloud Platform (GCP), GPUs, Machine learning techniques, MLOps tools, Python Programming, PyTorch, Statistics, Streaming APIs

Job Description

• You will conduct applied research- identifying creative ways to apply SOTA methods and frameworks to the design and manufacturing context
• Plan research projects to de-risk important unknowns, document findings and recommend to leadership whether an idea is possible
• You will collaborate with product management, UX, and engineering teams for all stages of a project; ideation, applied research, prototyping, production-ready models
• Collaborate with Data Engineers, ML Engineers and ML Ops to develop, train and test new algorithms and models
• Work with a wide variety of data (design industry data such as 3D geometry, 2D drawings, simulation output, and design workflow data; and software data such as product usage, logs, and user profile data)

Minimum Qualifications

• A degree in a related field (Data Science, Computer Science, Statistics or a quantitative-related field) or equivalent professional experience
• Proficient in Python
• 5+ years of experience working in every stage of model development – experimentation, training, testing, deployment to production environments and monitoring
• Familiarity with at least one of the following: large foundation model, multi-modal model, generative model, or 3D deep learning methods
• 5+ years of experience designing and operating systems using cloud data processing, training, deployment platforms (ex: AWS, Azure, GCP)
• Knowledge of standard deep learning frameworks such as PyTorch
• Comfortable working in newly forming ambiguous areas where learning and adaptability are key skills
• Excellent at communicating your findings to all kinds of audiences via oral presentations and visual documentation
• And ability to work effectually as a member of team with us

Preferred Qualifications

• Publications in machine learning or related conferences or journals
• Experience developing APIs, microservices and serverless architectures
• Experience large-scale data processing and parallel computing – GPU, multi-GPU and distributed training
• Knowledge of the design and manufacturing industry
• Experience with CAD modeling

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/