Machine Learning Developer

Job Requisition ID #

24WD79046

Position Overview

Autodesk makes software for people who make things. If you've ever driven a high-performance car, admired a towering skyscraper, used a smartphone, or watched great science fiction films, chances are you've experienced what millions of Autodesk customers are doing with our software. Autodesk's Media and Entertainment team is hiring a Machine Learning Engineer to work on projects that help our customers imagine, design, and make a better world. Reporting to our Senior Software Development Manager, 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

1. Support our research teams with building experimental pipelines and prototypes
2. Handle data processing and preparation at scale
3. Analyze model errors and design strategies for mitigation
4. Implement and enhance new ML models and AI techniques
5. Conduct model training and hyperparameter tuning
6. Work with our development teams to implement AI solutions across a variety of software products

Minimum Qualifications

1. 3+ years of experience applying machine learning algorithms and libraries to business problems
2. Understanding of fundamental CS algorithms
3. Skilled with data modelling, data architecture and network architectures, process automation, batch processing, artefact check-pointing, resilience management
4. Coding skills in Python and/or C++
5. Experience with TensorFlow, PyTorch (or other standard deep learning frameworks)
6. BSc. in a related AI/ML discipline, such as Computer Science, Mathematics, Statistics, Physics (or similar)

Preferred Qualifications

1. Experience of VFX or Games production
2. Background in statistical methods for Machine Learning
3. Deep Learning techniques (Network architectures, regularization techniques, learning techniques, loss-functions, optimization strategies)
4. Diffusion models
5. Advanced university degree in a related AI/ML field (PhD or MSc.)
6. Experience working with newly forming concepts and ideas

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!