Machine Learning Engineer 3D Geometry/ Multi-Modal

Autodesk, Inc.; Greater London; Hybrid; GBP 90,000 - 120,000; Full time

Job summary

Autodesk Research in London is seeking a Machine Learning Engineer to join our hybrid team. You will collaborate with researchers and engineers to build and deploy ML-powered capabilities across Autodesk products, iterating on pipelines, datasets, and evaluation workflows.

You should have 3+ years of ML experience, a strong software background, and hands-on PyTorch and AI framework expertise. Strong documentation and cross-disciplinary collaboration are essential.

Qualifications

• BSc or MSc in Computer Science, or equivalent industry experience.
• 3+ years of machine learning experience.
• Experience in research or experimental environments with evolving requirements.

Responsibilities

• Collaborate on projects at the intersection of research and product with a diverse, global team.
• Build and iterate on ML pipelines, prototypes, and evaluation workflows, enabling rapid deployment and testing of experimental models.
• Work with complex datasets and representations for model training, evaluation, and analysis.
• Analyze errors and provide solutions to problems.
• Present results to collaborators and leadership.

Skills

PyTorch

HuggingFace

3D data

Version control

MLOps

Ray

AWS

Azure

LLMs

Education

BSc/ MSc in Computer Science or equivalent

Advanced degree (MSc/PhD) in ML/CS

3+ years ML experience

Tools

Git

PyTorch Lightning

Job description

Job Requisition ID #26WD100236Job DescriptionPosition OverviewThe work we do at Autodesk touches nearly every person on the planet. By creating software tools for making buildings, machines, and even the latest movies, we influence and empower some of the most creative people in the world.As a Machine Learning Engineer at Autodesk Research, you will work side-by-side with researchers and engineers to build and enable ML-powered capabilities in Autodesk products. You are an ML engineer with strong software engineering skills who is passionate about solving problems and building things, and excited to collaborate with AI researchers to implement generative AI features. You will operate in a fast-moving, research-driven environment where problems are often not fully defined, requiring strong problem framing and rapid iteration.The team work in a hybrid working model from our offices in London.ResponsibilitiesCollaborate on projects at the intersection of research and product with a diverse, global teamBuild and iterate on ML pipelines, prototypes, and evaluation workflows, enabling rapid deployment and testing of experimental modelsWork with complex datasets and representations for model training, evaluation, and analysisAnalyze errors and provide solutions to problemsPresent results to collaborators and leadershipMinimum QualificationsBSc or MSc in Computer Science, or equivalent industry experience3+ years of machine learning experienceExperience working in research or experimental environments with evolving requirementsProficiency with modern deep learning libraries and frameworks (PyTorch, HuggingFace)Experience with computational geometry and 3D data (e.g., meshes, B-Rep models)Experience working with diverse data representations, including 2D and 3D geometryExperience with version control, reproducibility, and deploying machine learning modelsExperience using modern AI/GenAI tools in development or experimentation workflowsExcellent written documentation skillsPreferred QualificationsAdvanced degree (MSc/PhD) in Machine Learning, Computer Science, or related fieldExperience scaling machine learning training and data pipelines (e.g., using Ray or similar frameworks)Experience with cloud services and architectures (e.g. AWS, Azure)Experience with LLMs or generative AI systems (fine-tuning, prompting, evaluation)Knowledge of the design, manufacturing, AEC, or media & entertainment industriesExperience with Autodesk or similar products (CAD, CAE, CAM, etc.)Learn MoreAbout AutodeskWelcome 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 transparencySalary 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.BelongingWe take pride in cultivating a culture of belonging where everyone can thrive. Learn more here: https://www.autodesk.com/company/global-belongingAre you an existing contractor or consultant with Autodesk?Please search for open jobs and apply internally (not on this external site).