AI Research Scientist : AEC. Remote US or Canada

Autodesk, Inc; Vancouver; Remote; CAD 124,000 - 215,000; Full time

Job summary

Join Autodesk as an AI Research Scientist where you will engage in groundbreaking research to innovate in areas such as computer vision and machine learning. You'll collaborate in a diverse environment to develop new AI techniques that contribute to a better world, all while receiving a competitive salary and benefits.

Qualifications

• Master's or PhD in a relevant field.
• Strong background in Deep Learning.
• Familiarity with ML statistical methods.

Responsibilities

• Develop new ML models and AI techniques.
• Lead research projects within a global team.
• Review AI/ML literature for best practices.

Skills

Deep Learning techniques

Machine Learning methods

Coding in Python

Education

Master's or PhD in Computer Science, Mathematics, Statistics, Physics, Linguistics, Mechanical Engineering, Architecture

Tools

PyTorch

TensorFlow

Job description

The English translation can be found below! / La traduction en anglais se trouve ci-dessous!

Qualifications minimales

Position Overview

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 vision, graphics, robotics, human-computer interaction, sustainability, simulation, manufacturing, architectural design and construction.

This role will report to a Manager of Research Science in the AI Lab.

Responsibilities

• Develop new ML models and AI techniques
• Lead on research projects within a global team
• Review relevant AI / ML literature to identify emerging methods, technologies, and best practices
• Explore new data sources and discover techniques for best 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)

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. For U.S.-based roles, we expect a starting base salary between $124,300 and $214,500. Offers are based on the candidate's experience and geographic location, and may exceed this range. In addition to base salaries, we also have a significant emphasis on annual cash bonuses, commissions for sales roles, stock grants, and a comprehensive benefits package.

At Autodesk, we're building a diverse workplace and an inclusive culture to give more people the chance to imagine, design, and make a better world. Autodesk is proud to be an equal opportunity employer and considers all qualified applicants for employment without regard to race, color, religion, age, sex, sexual orientation, gender, gender identity, national origin, disability, veteran status or any other legally protected characteristic. We also consider for employment all qualified applicants regardless of criminal histories, consistent with applicable law.

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

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