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 Emerging Media and Entertainment Technology division is hiring Machine Learning Engineers 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 and lead by example
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
Conduct model training and hyperparameter tuning
Analyze model errors and design strategies for mitigation
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)
8+ years of experience in software development, developing clear solutions for complex problems
Coding skills in Python and / or C++
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
Outstanding visual and verbal communication skills
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)
Diffusion models
Passion for entertainment and media, skills in the use of creative software
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
LI-Hybrid
LI-CD2
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!
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 :
Are you an existing contractor or consultant with Autodesk?
Please search for open jobs and apply internally (not on this external site).
Senior Machine Learning & Data Engineer
Senior Machine Learning and Data Engineer is responsible for developing application for large-scale data processing and analysis. Implement reusable pipelines and MLOps solutions, to optimize machine learning models and other quantitative algorithms life cycle management. Work alongside data scienti...
Sr Machine Learning Engineer
As a Senior Machine Learning Engineer, you will research, develop and build impactful and scalable personalized recommendation systems and generative AI applications within the Human Capital Management space. Publications in machine learning research are helpful. Experience developing and deploying ...
Senior Distributed Systems Engineer (Machine Learning)
As Senior Distributed Systems Engineer (Machine Learning), you will play an instrumental role in advancing the services and systems comprising our Machine Learning Platform. This is an opportunity to work end-to-end on a large-scale machine-learning system that touches millions of customers, and a c...
Staff Machine Learning Engineer, Gen AI
Machine Learning engineer building tooling and services for machine learning applications in production. Staff Machine Learning Engineer, Gen AI. We are responsible for making the things you see in the browser work securely, quickly, and well! We are looking for a Staff Machine Learning Engineer to ...
Machine Learning Engineer / Sr. Machine Learning Engineer
The ideal candidate will have a solid foundation in machine learning research, a strong product sense, and exceptional software engineering skills. We believe in creating machine learning models that serve humanity’s best interests. Create efficient and scalable systems for machine learning training...
Staff Machine Learning Engineer, Fakespot
Staff Machine Learning Engineer, Fakespot. A minimum of 6 years of experience in a quantitative role, with ideally much of that as a machine learning engineer or a data scientist. Fakespot leverages machine learning, and other state-of-the-art technologies to detect spurious product reviews and vend...
Machine Learning Engineer - Genomic Data and Precision Medicine Initiatives
As a Machine Learning Engineer, you will create sophisticated ML software solutions and methodologies targeting high-priority initiatives, using cutting-edge AI technology within the cardiac domain. In this role, you will collaborate closely with care providers, researchers, and students to deepen e...
Machine Learning Engineer, Payments ML Accelerator
As a machine learning engineer, you will design and build platforms and services that are configurable and scalable. Collaborate with our machine learning infrastructure team to leverage new infra services for business solutions. At least 5 years of industry experience doing end-to-end ML developmen...
Machine Learning Engineer
Develop and lead machine learning and AI driven projects. Deploy machine learning models and applications on cloud platforms like Azure ML or Databricks, ensuring detailed integration and scalability. Collaborate with data engineers and ML engineers to integrate data science solutions into existing ...
Senior Machine Learning Engineer
Our Machine Learning Engineers will define how machine learning is applied to the vast amounts of data collected from our labor marketplaceto generate business value for Shiftsmart. Machine learning expert: 5+ years of machine learning and software engineering experience, including the end-to-end, g...