Machine Learning Engineer

Autodesk

4

(10)

Toronto, Canada

Why you should apply for a job to Autodesk:

  • 4/5 in overall job satisfaction
  • 4/5 in supportive management
  • 60% say women are treated fairly and equally to men
  • 75% say the CEO supports gender diversity
  • Ratings are based on anonymous reviews by Fairygodboss members.
  • Paid parental and maternity leaves, as well as up to $10k per calendar year for adoption, IVF, & other fertility services.
  • Paid discretionary time off for salaried employees plus a 6-week paid sabbatical after every 4 years of service.
  • A flexible workplace for most roles that meets business needs, while supporting employees with office, hybrid & remote work preferences.
  • #24WD79732

    Position summary

    emotely. For this role we support both in-person, hybrid, and remote work.

    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

    • 3-7 years of software development experience

    • 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 scaling ML training and data pipelines

    • 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.)

    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 - our Culture Code is at the core of everything we do. Our values and ways of working help our people thrive and realize their potential, which leads to even better outcomes for our customers.

    When you're an Autodesker, you can be your whole, authentic self and do meaningful work that helps build a better future 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, 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: https://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).

    Why you should apply for a job to Autodesk:

  • 4/5 in overall job satisfaction
  • 4/5 in supportive management
  • 60% say women are treated fairly and equally to men
  • 75% say the CEO supports gender diversity
  • Ratings are based on anonymous reviews by Fairygodboss members.
  • Paid parental and maternity leaves, as well as up to $10k per calendar year for adoption, IVF, & other fertility services.
  • Paid discretionary time off for salaried employees plus a 6-week paid sabbatical after every 4 years of service.
  • A flexible workplace for most roles that meets business needs, while supporting employees with office, hybrid & remote work preferences.