Machine Learning Developer 3D Geometry/ Multi-Modal

2 weeks ago


San Francisco, United States Autodesk, Inc. Full time
Machine Learning Developer 3D Geometry/ Multi-Modal

Job Requisition ID # 24WD82447

Locations: Toronto, Canada

Position Overview

The 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 world-class researchers and engineers to build new ML-powered product features to help our customers imagine, design, and make a better world. You are a software engineer who is passionate about solving problems and building things. You are excited to collaborate with AI researchers to implement generative AI features in Autodesk products.

You will report to a research manager in the Research Engineering organization of Autodesk Research.

Responsibilities

  • Collaborate on projects at the intersection of research and product with a diverse, global team of researchers and developers.
  • 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, Lightning, 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.

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: 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).

#J-18808-Ljbffr

  • San Francisco, California, United States Autodesk, Inc. Full time

    Autodesk Research Engineering JobWe are seeking a talented Machine Learning Engineer to join our research team at Autodesk. As a member of our engineering organization, you will collaborate with world-class researchers and engineers to build new ML-powered product features.About the RoleThis is an exciting opportunity to work on cutting-edge machine learning...


  • San Francisco, United States Autodesk Full time

    Job Requisition ID # 24WD78592 Position Overview The 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 Research Engineer at Autodesk Research, you will work side-by-side with...


  • San Francisco, California, United States Bright Machines Full time

    Transforming ManufacturingThe key to driving innovation is building a world-class team. At Bright Machines, we're a group of innovators and experts who have come together to create a new category of manufacturing that will revolutionize the industry.We believe that software and data are the answer to solving our customers' unique challenges. Through...


  • San Mateo, United States Sony Interactive Entertainment Full time

    Why PlayStation?PlayStation isn't just the Best Place to Play - it's also the Best Place to Work. Today, we're recognized as a global leader in entertainment producing The PlayStation family of products and services including PlayStation5, PlayStation4, PlayStationVR, PlayStationPlus, acclaimed PlayStation software titles from PlayStation Studios, and...


  • San Francisco, United States NxT Level Full time

    As our Principal Machine Learning Engineer, you will lead the charge in developing and implementing state-of-the-art multi-modal machine learning models and algorithms specifically designed for enhancing video game content. You will work intimately with our founders, product teams, and AI experts to devise practical and effective AI solutions. Your role will...


  • San Mateo, United States PlayStation Global Full time

    Why PlayStation? PlayStation isn't just the Best Place to Play - it's also the Best Place to Work. Today, we're recognized as a global leader in entertainment producing The PlayStation family of products and services including PlayStation®5, PlayStation®4, PlayStation®VR, PlayStation®Plus, acclaimed PlayStation software titles from PlayStation Studios,...


  • San Francisco, California, United States BioRender Full time

    Role SummaryAs a Senior Machine Learning Engineer at BioRender, you will be responsible for designing and executing AI/ML initiatives that deliver measurable technical, organizational, or business impacts in our Figure generation domain.The ideal candidate will have extensive industry experience as an ML engineer with expert level knowledge in one or more...


  • san francisco, United States Skills Alliance Full time

    About the Role: As one of the first ML-focused scientists in this stealth start-up company, you will lead the integration of machine learning into our R&D processes. You will collaborate closely with our interdisciplinary team of wet- and dry-lab scientists and engineers to implement state-of-the-art ML algorithms. Your role will be to advance our...


  • San Francisco, California, United States Autodesk Full time

    About the RoleWe are seeking a skilled Research Engineer to join our team at Autodesk Research, where you will work alongside world-class researchers and engineers to build new ML-powered product features that help our customers imagine, design, and make a better world.As a Research Engineer, you will own and lead engineering projects in the area of data...


  • San Francisco, United States Tbwa ChiatDay Inc Full time

    Boston, MA; Brooklyn, NY; San Francisco, CA; Washington, D.C.Altana is the world’s first Value Chain Management System, a collaborative, public-private network that enables customers to take command of their extended supplier and distribution networks from raw material origins to the sale of finished products. By applying artificial intelligence to the...

  • Software Engineer

    2 weeks ago


    San Francisco, United States Hivemapper Full time

    Software Engineer - Machine Learning at Hivemapper About the company Hivemapper is a decentralized map built by people using their dashcam and smartphone. It represents a fundamental shift in how maps are built. Forward-looking businesses use our Map API. Our broad customer base spans enterprise tech, mapping and navigation, transportation and logistics,...


  • South San Francisco, United States Skills Alliance Full time

    About the Role: As one of the first ML-focused scientists in this stealth start-up company, you will lead the integration of machine learning into our R&D processes. You will collaborate closely with our interdisciplinary team of wet- and dry-lab scientists and engineers to implement state-of-the-art ML algorithms. Your role will be to advance our...


  • San Francisco, United States Adobe Full time

    Our CompanyChanging the world through digital experiences is what Adobe’s all about. We give everyone—from emerging artists to global brands—everything they need to design and deliver exceptional digital experiences! We’re passionate about empowering people to create beautiful and powerful images, videos, and apps, and transform how companies...


  • San Francisco, United States Scale AI, Inc. Full time

    The goal of a Machine Learning Engineer at Scale is to bring techniques in the fields of computer vision, deep learning and deep reinforcement learning, or natural language processing into a production environment to improve Scale's products and customer experience. Our research engineers take advantage of our unique access to massive datasets to deliver...


  • San Francisco, United States DoorDash USA Full time

    About the Team The Fraud Machine Learning team builds cutting-edge models that play central roles in our important anti-fraud systems. We operate at a massive scale, risking billions of events across 20+ countries. We are looking for ML experts who can help us push the technology boundaries and make DoorDash the world’s most safe logistics engine! About...

  • Machine learning

    3 weeks ago


    San Francisco, United States Robotics Prcocess Automation, LLC Full time

    This specific role is responsible for designing and implementing algorithm solutions, including fusing disparate data that originates from customers, applying cutting edge analytics models, and returning results that deliver value to customers. The Machine Learning Engineer will work closely with data scientists, BigData Teams, Java Teams, project managers...

  • Machine learning

    3 weeks ago


    San Francisco, United States AI Technologies LLC. Full time

    This specific role is responsible for designing and implementing algorithm solutions, including fusing disparate data that originates from customers, applying cutting-edge analytics models, and returning results that deliver value to customers. The Machine Learning Engineer will work closely with data scientists, BigData Teams, Java Teams, project managers,...


  • San Francisco, California, United States Cadre Full time

    Job DescriptionWe are seeking a highly skilled Machine Learning Engineer to join our team at Cadre. As a key member of our data science and engineering team, you will play a critical role in developing and implementing advanced machine learning models and algorithms to drive business growth and improve user experiences.Key ResponsibilitiesCollaborate with...


  • San Francisco, United States Acceler8 Talent Full time

    Machine Learning EngineerAre you an experienced Machine Learning Engineer looking to develop models that predict job performance more effectively than traditional methods? This opportunity is ideal for engineers passionate about using machine learning to solve complex, real-world problems. You'll join a team trusted by a wide range of clients, from emerging...


  • San Francisco, United States Output Biosciences Full time

    The RoleJoin us in creating biological reasoning in generative AI to revolutionize disease understanding and treatment. As a machine learning researcher, you'll work alongside our founders to build a biologically-aware AI platform that understands complex biological relationships and generates novel therapeutics.You will develop new approaches to infuse...