AI Research Scientist (AEC)

Autodesk

4

(10)

London, United Kingdom

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.
  • #25WD85591

    Position summary

    st leveraging data

    Minimum Qualifications

    • A Master's or PhD in a field related to AI/ML such as: Computer Science, Mathematics, Statistics, Physics, Linguistics, Mechanical Engineering, Architecture or related disciplines

    • Strong background applying Deep Learning techniques (including implementing custom architectures, optimizing model performance, developing novel loss functions, and deploying production-ready solutions)

    • Familiarity in statistical methods for Machine Learning (e.g. Bayesian methods, HMMs, graphical models, dimension reduction, clustering, classification, regression techniques, etc.)

    • Familiarity with PyTorch, TensorFlow, JAX or similar frameworks

    • Strong coding abilities in Python

    Preferred Qualifications

    • Experience in the Architecture, Engineering, and/or Construction domains, including expertise with industry-specific data formats (e.g., BIM models, IFC files, AEC Contract Documents and Drawings such as Drawing Sets, Specifications, or Shop Drawings)

    • Knowledge of structured data representation and management in AEC workflows (building information modeling, structural specifications, project documentation)

    • LLMs and Natural Language Processing

    • Multi-modal deep learning and/or information retrieval

    • Publication track record in machine learning conferences and/or journals

    • Significant post-graduate research experience, or 5 or greater years of work experience (actual job title/position will be commensurate to experience)

    #LI-JK3

    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.