Overview
Job Requisition ID: 25WD89992
As we embark on a multi-year mission to revolutionize the Computer Aided Design (CAD) and Manufacturing (CAM) industry with Autodesk Fusion, we offer a pivotal role in the Product Development and Manufacturing Solutions division. The team you will join is leading the development of Fusion’s cloud-based automation and machine‑learning (ML) powered capabilities. As a Machine Learning Engineer, you will leverage your engineering skillset and research expertise to tackle complex problems in building comprehensive ML solutions. Your work spans data preparation at scale, model training and evaluation, and the release of ML-based automation capabilities as reliable, scalable, and secure cloud‑based services. These services will be used by millions of Autodesk Fusion users daily and will be available on Autodesk Platform Services, Autodesk’s global developer ecosystem.
Your knowledge of ML technology, design, development, and deployment, coupled with cloud computing experience, will be crucial for successfully implementing cloud‑based ML-powered solutions. Working alongside other Machine Learning Engineers and experienced Software Engineers, you will follow best practices, use state‑of‑the‑art technology, and stay current with the latest AI/ML research and industry developments in the design and manufacturing space. Your ability to efficiently handle the demands of a dynamic, fast‑paced research and development environment will be key to your success.
You will be part of a team committed to innovation, fast iteration times, minimal bureaucracy, and a collaborative work environment. This is your opportunity to participate in the transformation of the CAD & CAM industry and to make a lasting impact on the future of design and manufacturing.
Responsibilities
* Cloud‑Based Data Preparation: Design, develop, and maintain a cloud‑based data preparation pipeline for ML model development in the design and manufacture space.
* Optimization: Optimize this pipeline for throughput, latency, and cost using novel and creative approaches.
* Model Development: Develop and improve ML models, building on recent published research.
* Integration: Integrate existing ML models into novel applications.
* Application Development: Develop and deploy applications that integrate ML technology or models.
* Problem Solving: Apply ML methods to address challenges in the CAD/CAM space.
* Collaboration: Work collaboratively with cross‑functional teams to integrate research findings into product development.
Requirements
* Education and Experience: Master’s degree in Machine Learning or similar and at least one year experience applying ML methods on the job or during relevant internships.
* Programming Skills: Proficiency in Python and JavaScript (required), C++ (optional).
* Cloud Computing: Experience with AWS services, particularly ECS, EC2, Lambda, and AWS Identity and Access Management (IAM).
* ML Frameworks: Experience with ML frameworks for data preparation and training at a large scale.
* Code Quality: Natural aptitude for good code and software architecture.
* Work Ethic: Hands‑on mentality.
Preferred Requirements
* ML theory: Understanding of and experience with deep neural network architectures such as autoencoders, graph neural networks, transformers, and with reinforcement learning.
* Analytical Skills: Solid understanding of different ML approaches to determine suitable technologies or methodologies for specific problems.
* Real‑World Experience: Demonstrated history of developing ML powered solutions that solve a real‑world problem and have users.
Learn More
About Autodesk
Welcome to Autodesk. Amazing things are created every day with our software—from green buildings and clean cars to smart factories and big‑budget films. We help innovators turn ideas into reality, transforming not only how things are made, but what can be made. We take pride in our culture, which guides how we work, how we connect with customers and partners, and how we show up in the world. When you join Autodesk, you can do meaningful work that helps build a better world designed and made for all.
Salary transparency: Salary is one part of Autodesk’s competitive compensation package. Offers are based on experience and geographic location. In addition to base salaries, our package may include annual cash bonuses, commissions for sales roles, stock grants, and a comprehensive benefits package.
Diversity & Belonging: We cultivate a culture of belonging where everyone can thrive. Learn more here: https://www.autodesk.com/company/diversity-and-belonging
Are you an existing contractor or consultant with Autodesk? Please search for open jobs and apply internally (not on this external site).
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