Principal Machine Learning Engineer, Autodesk

Salary not provided
AWS
GCP
Python
Tensorflow
C++
Azure
PyTorch
Senior level
Toronto
Autodesk

3D design, engineering & entertainment software

Open for applications

Autodesk

3D design, engineering & entertainment software

1001+ employees

B2BDesignVisualisationAutomation

Open for applications

Salary not provided
AWS
GCP
Python
Tensorflow
C++
Azure
PyTorch
Senior level
Toronto

1001+ employees

B2BDesignVisualisationAutomation

Company mission

To empower innovators with design and make technology so they can achieve the new possible.

Role

Who you are

  • 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

Desirable

  • 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

What the job involves

  • 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
  • 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

Our take

Autodesk supplies software that enables teams to collaborate, design, simulate, and fabricate their ideas in 3D, serving a range of industries such as engineering, product design, and entertainment. Founded in 1982, the company first delivered the AutoCAD system, a commercial computer-aided design and drafting software application, that is still seeing updated releases to this day.

Over 100 million people use Autodesk software, across many different industries and applications – in some of which it remains nearly irreplaceable. The company has an impressive history of diversification, which it continues to this day. For example, the 2022 acquisition of Moxion, a cloud-based platform for digital dailies used by leading filmmakers, bolstered the company’s offerings for the media and entertainment industry.

The rise of AR and VR technologies is driving modern growth in the computer-aided design market, creating space for Autodesk to expand further. On top of this, a recent shift to the popular SaaS model puts the company in an opportunistic position to seek further success.

Kirsty headshot

Kirsty

Company Specialist

Insights

Some candidates hear
back within 2 weeks

4% employee growth in 12 months

Company

Company HQ

San Rafael, CA

Founders

Andrew Anagnost

(CEO & President, not founder)

Has worked at the company since 1997, including as CMO and Senior Vice President of Business Strategy and Marketing. Became CEO in 2017.

Salary benchmarks

We don't have enough data yet to provide salary benchmarks for this role.

Submit your salary to help other candidates with crowdsourced salary estimates.

Share this job

View 24 more jobs at Autodesk