Principal Machine Learning Engineer Full-time

Job Requisition ID #

24WD75346

Position Overview

Autodesk’s Emerging Media and Entertainment Technology team is hiring a Principal Machine Learning Engineer to work on innovative projects that help our customers imagine, design, and make a better world. Reporting to our Director of Research, you will help us with implementing and improving ML models while applying best practices for AI Research. You’ll apply ML methodologies and tools to a wide array of data and use cases and help shape the future of media and entertainment technology.

Responsibilities

• Implement and enhance new ML models and AI techniques
• Apply best practices for AI Research
• Work collaboratively on research projects within a globally-distributed team
• Support research through building experimental pipelines and prototypes
• Handle data processing and preparation at scale
• Collaborate with the Advanced Engineering team to implement effective AI solutions

Minimum Qualifications

• BSc or MSc. in a related AI/ML field such as, Computer Science, Mathematics, Statistics, Physics (or similar)
• 5+ years of experience in software engineering, with DevOps or ML Ops experience
• Coding skills in Python and/or C++. Cloud experience on AWS, Azure or GCP.
• Understanding of fundamental CS algorithms and their scaling behavior with a background in statistical methods for Machine Learning
• Deep Learning techniques (Network architectures, regularization techniques, learning techniques, loss-functions, optimization strategies, etc.)
• Experience with data modeling and data architecture
• Experience with TensorFlow, PyTorch, and other standard deep learning frameworks
• Excellent documentation skills for code and software architecture
• Comfort with ambiguity and the ability to learn and adapt in newly forming areas
• Effective interpersonal skills and a growth mindset

Preferred Qualifications

We appreciate experience with one or more of the following:

• Computational geometry and geometric methods (e.g. shape analysis, signal processing, topology, differential geometry, discrete geometry, functional mapping, geometric deep learning, graph neural networks)
• Expertise in network architectures, process automation, batch processing, artefact check-pointing, resilience management
• Multi-modal deep learning and/or information retrieval
• Natural Language Processing
• Reinforcement Learning
• PhD in a AI/ML related field

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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.

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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