Junior Machine Learning Engineer
Job Summary
Job Description
- Design, develop and maintain a cloud-based data preparation pipeline for ML model development.
- Optimize this pipeline for throughput, latency, and cost.
- Develop and improve ML models, building on recent published research.
- Integrate existing ML models into novel applications.
- Develop and deploy applications that integrate ML technology or models.
- Apply ML methods to address challenges in the CAD/CAM space.
- Work collaboratively with cross-functional teams to integrate research findings into product development.
- Master’s degree in Machine Learning or similar and at least one year experience.
- Proficiency in Python and JavaScript.
- Experience with AWS services, particularly ECS, EC2, Lambda, and AWS Identity and Access Management (IAM).
- Experience ML frameworks for data preparation and training at a large scale.
- Natural aptitude for good code and software architecture.
- Hands-on mentality.
- Understanding of and experience with deep neural network architectures like autoencoders, graph neural networks, transformers, and with reinforcement learning.
- Solid understanding of different ML approaches to determine suitable technologies or methodologies for specific problems.
- Demonstrated history of developing ML powered solutions that solve a real-world problem and have users of some form.
- Competitive compensation package
- Annual cash bonuses
- Commissions for sales roles
- Stock grants
- Comprehensive benefits package
- Part of a team committed to innovation, fast iteration times, minimal bureaucracy, and a collaborative work environment.
12 skills required
Job Details
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 are excited to offer a pivotal role in our Product Development and Manufacturing Solutions division. The team you will join is spearheading 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 involvement will span from data preparation at a massive scale to model training and evaluation, culminating in the release of ML-based automation capabilities as reliable, scalable, and secure cloud-based services. These services will be utilized by millions of Autodesk Fusion users on a daily basis and made 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. Alongside other Machine Learning Engineers and experienced Software Engineers you will use will follow best practises, use state-of the-art technology and stay abreast with by the latest AI/ML research and industry developments in the Design and Manufactuting space. Your ability to efficiently handle the demands of a dynamic, fast-paced research and development environment will be key to your success.
In return, 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 not just witness but actively participate in the transformation of the CAD & CAM industry, making 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 a 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 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 like 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 of some form.
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 – it’s at the core of everything we do. Our culture guides the way we work and treat each other, informs how we connect with customers and partners, and defines how we show up in the world.
When you’re an Autodesker, you can do meaningful work that helps build a better world designed and made 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, our compensation package may include annual cash bonuses, commissions for sales roles, stock grants, and a comprehensive benefits package.
Diversity & Belonging
We take pride in cultivating 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).
Shape the world, shape your future
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 – it’s at the core of everything we do. Our culture guides the way we work and treat each other, informs how we connect with customers and partners, and defines how we show up in the world.
When you’re an Autodesker, you can do meaningful work that helps build a better world designed and made for all. Ready to shape the world and your future? Join us!
Read More
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About The Company
Autodesk is changing how the world is designed and made. Our technology spans architecture, engineering, construction, product design, manufacturing, media, and entertainment, empowering innovators everywhere to solve challenges big and small. From greener buildings to smarter products to more mesmerizing blockbusters, Autodesk software helps our customers to design and make a better world for all. Over 100 million people use Autodesk software like AutoCAD, Revit, Maya, 3ds Max, Fusion 360, SketchBook, and more to unlock their creativity and solve important design, business and environmental challenges. Our software runs on both personal computers and mobile devices and taps the infinite computing power of the cloud to help teams around the world collaborate, design, simulate and fabricate their ideas in 3D. We provide exceptional compensation/benefit packages and we’d love for you to join us. We’re proud to be an equal opportunity employer and we consider all qualified applicants without regard to race, gender, disability, veteran status or other protected category. To see our culture in action, check out #AutodeskLife. We are headquartered in the San Francisco Bay Area and have more than 10,000 employees worldwide.
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