Machine Learning Engineer 3D Geometry/ Multi-ModalAutodesk • London, England, United Kingdom
Dieses Stellenangebot ist nicht mehr verfügbar
Machine Learning Engineer 3D Geometry/ Multi-Modal
Autodesk
- London, England, United Kingdom
- London, England, United Kingdom
Über
You will report to a research manager in the Research Engineering organization of Autodesk Research.
This role can be based at either our offices in London, UK or Toronto, Canada. Working in a hybrid working model.
Responsibilities
Collaborate on projects at the intersection of research and product with a diverse, global team of researchers and engineers
Support research through the construction of ML pipelines, prototypes, and reusable, testable code
Process data and analyze feature extractions
Analyze errors and provide solutions to problems
Present results to collaborators and leadership
Minimum Qualifications
BSc or MSc in Computer Science, or equivalent industry experience
3+ years of machine learning experience
Experience scaling machine learning training and data pipelines
Experience with computational geometry and geometric methods including mesh or B‑Rep models
Experience with version control, reproducibility, and deploying machine learning models
Experience with data modeling, architecture, and processing using varied data representations including 2D and 3D geometry
Experience with cloud services and architectures (e.g. AWS, Azure)
Proficiency with modern deep learning libraries and frameworks (PyTorch, HuggingFace, Ray)
Excellent written documentation skills to document code, architectures, and experiments
Preferred Qualifications
Experience working with distributed systems
Knowledge of the design, manufacturing, AEC, or media & entertainment industries
Experience with Autodesk or similar products (CAD, CAE, CAM, etc.)
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!
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
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.
Are you an existing contractor or consultant with Autodesk? Please search for open jobs and apply internally (not on this external site).
#J-18808-Ljbffr
Sprachkenntnisse
- English
Hinweis für Nutzer
Dieses Stellenangebot wurde von einem unserer Partner veröffentlicht. Sie können das Originalangebot einsehen hier.