Machine Learning Developer

Key Skills

Aartificial intelligence, AWS, Azure, C++, Deep Learning, Google Cloud Platform (GCP), Machine learning techniques, MLOps tools, Optimization, Python Programming, PyTorch, TensorFlow

Job Description

Autodesk makes software for the people who make things. If you’ve ever driven a high-performance car, admired a skyscraper, used a smartphone, or watched a great sci-fi movie, chances are you’ve experienced what millions of Autodesk customers do with our software. Autodesk’s Media and Entertainment team is hiring a Senior Machine Learning Developer to work on innovative projects that help our customers imagine, design, and realize a better world. Reporting to our Senior Software Development Manager, you’ll apply machine learning methodologies and tools to a wide range of data and use cases and help shape the future of media and entertainment technology.

Responsibilities

• Implement and improve new ML models and AI techniques for our content creation software

• Working with research teams and software development teams in a globally distributed environment

• In collaboration with other teams, define software requirements and specifications

• Write clean, scalable and efficient code (python or C++). Implement new features based on requirements

• Analyze model errors and design mitigation strategies

• Perform model training and hyperparameter tuning

• Process and prepare data at scale

Minimum qualifications

• 3+ years of experience applying machine learning algorithms and libraries to business problems

• Understanding the fundamental algorithms of machine learning

• Experience in at least one of the following areas: data modeling, data architecture and network architectures, process automation, batch processing, artifact checkpointing, or similar.

• Coding skills in Python and/or C++

• Experience with TensorFlow, PyTorch (or other standard deep learning frameworks)

• University degree in an AI/ML related discipline, such as computer science, mathematics, statistics, physics (or equivalent experience will be considered)

Preferred Qualifications

• Experience in VFX or game production

• Cloud experience on AWS, Azure or GCP, ML Ops

• Experience with statistical methods for machine learning.

• Deep learning techniques (network architectures, regularization techniques, learning techniques, loss functions, optimization strategies)

• Diffusion models

• Advanced university degree in a related field of AI/ML (PhD or MSc.)

• Experience working on innovative concepts and experimenting with new solutions and ideas

Learn More / Plus d'information

About Autodesk / 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!

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

We’re very proud of our culture here at Autodesk – our culture code is at the heart of everything we do. Our values ​​and ways of working help our employees thrive and reach their potential, leading to even better outcomes for our customers.

When you’re an Autodesk employee, 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 / Transparence salariale

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.

Salary is one element of Autodesk's competitive offer. Offers are based on the candidate's experience and geographic location. In addition to base salaries, we also place a high value on discretionary annual cash bonuses, commissions for sales roles, stock or long-term cash incentives, and a comprehensive benefits package.

Diversity & Belonging / Diversity and 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

We pride ourselves on cultivating a culture of belonging and an equitable workplace where everyone can thrive. Learn more here: https://www.autodesk.com/company/diversity-and-belonging