Distinguished Research Scientist, Physics Informed AI

4 weeks ago

Old Toronto, Canada Autodesk Full time

Job Requisition ID #

24WD83836

Position Overview

The Simulation, Optimization and Systems (SOS) group within Autodesk Research is seeking an exceptionally talented and experienced Scientific Leader to join our team. We are focused on advancing the state-of-the-art design tools to allow architects, artists, designers, and engineers to "Make Anything". Our research centers around generative methods for design and spans physics-based modeling, simulation, optimization and systems modeling. You will lead and help build a group focusing on the future of physics informed AI. Your group will work closely with experts in geometric modeling, simulation, systems, robotics, high-performance computing, machine learning, sensing, computer vision, industrial manufacturing and construction.

The Physics Informed AI group will be specifically focused on researching and implementing novel algorithms for physics informed machine learning for use in design and engineering tools. We are interested in a scientific leader to help guide and direct research into physics-based generative models, surrogate models, data assimilation & digital twins, physics-based reasoning and the interpretation of physical results using AI.

Responsibilities

  • Identify, recruit and hire a team of scientists in Physics Informed AI with a focus on design
  • Work closely with a multi-disciplinary team of research scientists and engineers to conceive, plan, develop, and implement scientific research projects
  • Direct & perform research on machine learning models combining physics simulation and measurement data
  • Manage a team, perform bi-annual evaluations, plan development, coach, mentor and connect your personnel to academic communities and throughout the company
  • Publish papers in peer-reviewed scientific journals/conferences
  • Supervise researchers, engineers and interns (undergrad, Masters, PhD or Post-docs)
  • Document and communicate the intent and the results of projects in clear terms to both technical and non-technical team audiences
  • Present research findings at conferences and participate in research collaborations with external research institutes and universities
  • Consult with product teams on the implementation of research findings into products

Minimum Qualifications

  • Ph.D. or MSc. 12+ years experience in Computer Science, Engineering, Physics or Applied Mathematics
  • Extensive experience with Physics Informed Machine learning models
  • Experience authoring physics-based solvers eg; fluids, thermal, structural, kinematic
  • Strong publication history in relevant conferences and journals
  • Proven track record as a practitioner of ML, creating, training and leading groups that can build and train models at scale
  • Excellent written and oral communication skills
  • Excellent knowledge of Numerical Methods
  • Ability to quickly learn new technologies and adapt to new situations
  • Ability to collaborate effectively with a diverse, multicultural global team of scientists, engineers and architects

Preferred Qualifications

  • Knowledge of geometry and topology
  • Experience training large-scale, multi-modal models and ensembles
  • Familiar with collaborative development environments and version control systems
  • Experience with:
    • 2D and 3D computer graphics programming
    • Visualization techniques
    • Bayesian statistics
    • NVIDIA Warp and/or JAX, NVIDIA Modulus or similar
    • Pytorch, Pytorch Lightning, Weights & Biases, Ray, AWS Sagemaker
    • Experience training diverse architectures: CNNs, GNNs, Diffusion models, Contrastive learning, Transformers, LLMs, RNNs etc. at scale
    • Koopman, DMD, SINDy, Fourier Neural Operators, PINNs etc.
    • Computer Vision
    • Python, C++, Rust
    • OpenMP, Clang, SIMD, etc.

About Autodesk

As a global leader in 3D design, engineering, and entertainment software, Autodesk helps people imagine, design, and make a better world. Working at Autodesk involves a wide range of creative problem-solving skills to think beyond the expected, and ship high-quality experiences our customers love. As for benefits (financial, health, and otherwise), Autodesk has once again been listed in the top 100 places to work as ranked by Fortune magazine.

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://www.autodesk.com/company/diversity-and-belonging

#J-18808-Ljbffr

  • Research Scientist, Physics

    1 week ago

    Toronto, Canada Sunnybrook Research Institute Full time

    **Work setting**: - Urban area - Willing to relocate - Relocation costs covered by employer - Research and consulting firm - Hospital/medical facility or clinic **Tasks**: - Carry out analysis of research data and prepare research reports - Design and conduct research in experimental and theoretical physics - Participate as a member of a research or...

  • Physics Research Scientist

    2 weeks ago

    Toronto, Canada Sunnybrook Research Institute Full time

    Durée de l'emploi: Permanent - Langue de travail: Anglais - Heures de travail: 37.5 hours per week - Education: - Expérience: - **Education**: - Earned doctorate degree - ** Work setting**: - Urban area - Willing to relocate - Research and consulting firm - Hospital/medical facility or clinic - University or college - ** Tasks**: - Carry out analysis...

  • Research Scientist, Physics

    3 weeks ago

    Toronto, Canada Sunnybrook Research Institute Full time

    Work Term: Permanent - Work Language: English - Hours: 37.5 hours per week - Education: Earned doctorate degree - Experience: 5 years or more **Work setting**: - Willing to relocate - Research and consulting firm - Hospital/medical facility or clinic - University or college **Tasks**: - Participate as a member of a research or development team in the...

  • AI Research Scientist

    4 weeks ago

    Old Toronto, Canada Axiomatic_AI Full time

    Axiomatic_AI is dedicated to transforming how AI integrates with hardware, focusing on verifiable AI models that empower engineers in hardware design and Electronic Design Automation (EDA). We are building the next generation of Automated Interpretable Reasoning (AIR), with a mission to revolutionize the fields of hardware design and simulation through...

  • AI Research Scientist

    4 weeks ago

    Old Toronto, Canada Axiomatic_AI Full time

    Axiomatic_AI is dedicated to transforming how AI integrates with hardware, focusing on verifiable AI models that empower engineers in hardware design and Electronic Design Automation (EDA). We are building the next generation of Automated Interpretable Reasoning (AIR), with a mission to revolutionize the fields of hardware design and simulation through...

  • AI Research Scientist

    2 days ago

    Toronto, Ontario, Canada The Vanguard Group Full time

    The Vanguard Group, a global leader in investment management, is seeking a highly skilled AI Research Scientist to drive innovation and advance our AI ecosystem. As a key member of the Enterprise AI and Research (EAiR) team, you will leverage cutting-edge AI concepts to develop strategic partnerships, build enterprise-level AI capabilities, and empower...

  • Ai Research Scientist

    7 days ago

    Toronto, Canada Autodesk Full time

    Job Requisition ID # - 23WD72789 As an AI Research Scientist at Autodesk Research, you will be doing fundamental and applied research that will help our customers imagine, design, and make a better world. We are a team of scientists, researchers, engineers, and designers working together on projects that range from learning-based design systems, computer...

  • Principal Ai Research Scientist

    2 weeks ago

    Toronto, Canada Autodesk Full time

    Job Requisition ID # - 22WD63993 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 to solve problems that matter. As an AI Research Scientist at Autodesk...

  • AI Research Scientist

    1 week ago

    Toronto, Ontario, Canada Axiomatic_AI Full time

    About UsAxiomatic_AI is dedicated to revolutionizing the integration of Artificial Intelligence (AI) with hardware. Our mission is to empower engineers in hardware design and Electronic Design Automation (EDA) by developing verifiable AI models that drive innovation. We seek highly motivated professionals to contribute to our cutting-edge research and...

  • AI Research Scientist Leader

    2 days ago

    Toronto, Ontario, Canada Axiomatic_AI Full time

    About UsAxiomatic.AI is dedicated to revolutionizing how AI integrates with hardware. Our mission is to empower engineers in hardware design and Electronic Design Automation (EDA) by developing verifiable AI models.Our team seeks highly motivated professionals to help us bring innovative AI-driven tools to life, driving the evolution from development to...

  • AI Research Specialist

    11 hours ago

    Old Toronto, Canada Axiomatic_AI Full time

    Axiomatic_AI is dedicated to transforming the integration of AI with hardware, focusing on verifiable AI models that empower engineers in hardware design and Electronic Design Automation (EDA).Position Overview:We are building the next generation of Automated Interpretable Reasoning (AIR), with a mission to revolutionize the fields of hardware design and...

  • Staff Research Scientist

    4 weeks ago

    Old Toronto, Canada University of Toronto Full time

    Date Posted: 11/15/2024Req ID: 40699Faculty/Division: Faculty of Arts & ScienceDepartment: Acceleration ConsortiumCampus: St. George (Downtown Toronto)Description:The Acceleration Consortium (AC) at the University of Toronto (U of T) is leading a transformative shift in scientific discovery that will accelerate technology development and commercialization....

  • Research Scientist

    21 hours ago

    Old Toronto, Canada Waabi Full time

    Company Overview:Waabi, founded by AI pioneer and visionary Raquel Urtasun, is an AI company building the next generation of self-driving technology. With a world-class team and an innovative approach that unleashes the power of AI to "drive" safely in the real world, Waabi is bringing the promise of self-driving closer to commercialization than ever before....

  • Senior Research Scientist

    2 days ago

    Toronto, Ontario, Canada Microsoft Corporation Full time

    Job DescriptionWe are seeking a Senior Research Scientist to join our team at Microsoft Corporation. This is an exciting opportunity to conduct cutting-edge research in large foundation models, focusing on applying these models in specific domains.As a Senior Research Scientist, you will collaborate with cross-functional teams to integrate solutions into...

  • Research Scientist, Conversational AI ModEling and Learning

    2 days ago

    Toronto, Ontario, Canada Amazon Full time

    Research Scientist, Conversational AI Modeling and LearningThe Conversational AI Modeling and Learning (CAMEL) team is part of the Amazon Devices organization, where our mission is to build a best-in-class Conversational AI that is intuitive, intelligent, and responsive. We develop superior Large Language Models (LLM) solutions and services that enhance the...

  • Senior AI Scientist

    5 days ago

    Toronto, Ontario, Canada Messagepoint Full time

    Direct message the job poster from MessagepointGlobal Human Resources Leader | HR Strategic Business PartnerSummaryAre you passionate about pushing the boundaries of AI and redefining Content Intelligence? Join us at Messagepoint, where we are shaping the future of Customer Communication Management (CCM) through cutting-edge AI solutions. We are looking for...

  • Responsible AI Research Scientist-Manager Role

    6 days ago

    Toronto, Ontario, Canada Autodesk, Inc. Full time

    OverviewThe role of a Responsible AI Research Scientist-Manager at Autodesk Research involves developing safe, reliable, and robust AI systems that help customers imagine, design, and make a better world. You will join a diverse team of scientists, researchers, engineers, and designers working on cutting-edge projects in AI safety, trustworthy AI, and...

  • AI Researcher

    17 hours ago

    Old Toronto, Canada Waabi Full time

    Waabi is a leading AI company building the next generation of self-driving technology.Job DescriptionWe are seeking an exceptional Research Scientist to join our team and contribute towards our vision of a single AI system that learns end-to-end and in a provably safe manner.The successful candidate will have a strong background in AI, machine learning, and...

  • Responsible AI Research Scientist-Manager

    2 weeks ago

    Toronto, Ontario, Canada Autodesk, Inc. Full time

    Responsible AI Research Scientist-ManagerLocation: California, USA - Remote; Georgia, USA - Remote; Boston, MA, USA; Vancouver, BC, CAN; Ontario, CAN - RemoteTime Type: Full timePosted On: Posted 2 Days AgoJob Requisition ID: 25WD86757Position OverviewAs a Responsible AI Research Scientist-Manager at Autodesk Research, you will be at the forefront of...

  • Senior AI Scientist

    3 weeks ago

    Toronto, Canada Messagepoint Full time

    Direct message the job poster from MessagepointGlobal Human Resources Leader | HR Strategic Business PartnerSummaryAre you passionate about pushing the boundaries of AI and redefining Content Intelligence? Join us at Messagepoint, where we are shaping the future of Customer Communication Management (CCM) through cutting-edge AI solutions. We are looking for...