AI Research Scientist

Montreal

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à cette offre d'emploi

Autodesk

Job Requisition ID #

23WD72790

AI Research Autodesk

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.

As a member of the AI Lab in Autodesk Research you will be an expert in research areas such as artificial intelligence, deep learning, generative AI, machine learning, computer vision, reinforcement learning, information retrieval, and natural language processing.

Autodesk's AI Lab is active in the wider research community, targeting publications at CVPR, NeurIPS, ICML, ICLR, SIGGRAPH, and other top-tier conferences.

We collaborate with top academic & industry labs, combining the best of an academic environment with product-guided research.

We are a global team, located in London, Germany and Italy

Location : Flexible EMEA : UK, London, Italy, Germany

Responsibilities

Explore and develop new ML models and AI techniques

Lead and collaborate on research projects within a global team

Review relevant AI / ML literature to identify emerging methods, technologies, and best practices

Work towards long-term research goals, while identifying intermediate milestones

Build relationships and collaborate with academics and institutions

Explore new data sources and discover techniques for best leveraging data

Publish papers; attend and speak at conferences

Think strategically about research directions

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

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)

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

Familiarity with Deep Learning techniques (e.g. Network architectures, regularization techniques, learning techniques, loss-functions, optimization strategies, etc.)

Familiarity with PyTorch, TensorFlow, JAX or similar frameworks

Strong coding abilities in Python and / or C++

Preferred Qualifications (include experience in one or more of the following)

LLMs and Natural Language ProcessingReinforcement Learning

Computational geometry and geometric methods (e.g. shape analysis, topology, differential geometry, discrete geometry, functional mapping, geometric deep learning, graph neural networks)

Multi-modal deep learning and / or information retrieval

Architecture, Construction, Manufacturing, Media & Entertainment or other Autodesk domains

LI-AC1

Learn More / Plus d'information

About Autodesk / À propos d’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!

Bienvenue à Autodesk ! Des choses incroyables sont créées chaque jour avec nos logiciels - des bâtiments les plus écologiques et des voitures les plus propres aux usines les plus intelligentes et aux plus grands films à succès.

Nous aidons les innovateurs à transformer leurs idées en réalité, transformant non seulement la façon dont les choses sont faites, mais ce qui peut être fait.

Nous sommes très fiers de notre culture ici chez Autodesk - notre code en matière de culture est au cœur de tout ce que nous faisons.

Nos valeurs et nos méthodes de travail aident nos employés à prospérer et à réaliser leur potentiel, ce qui conduit à des résultats encore meilleurs pour nos clients.

Lorsque vous êtes un employé Autodesk, vous pouvez être entier et authentique et effectuer un travail significatif qui aide à construire un avenir meilleur pour tous.

Prêt à façonner le monde et votre avenir? Joignez-vous à nous !

Salary transparency / Transparence salariale

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.

Le salaire est l'un des éléments de l'offre compétitive d'Autodesk. Les offres sont basées sur l'expérience et la situation géographique du candidat.

Outre les salaires de base, nous accordons également une grande importance aux primes annuelles discrétionnaires en espèces, aux commissions pour les fonctions de vente, aux actions ou aux primes d'encouragement à long terme en espèces, ainsi qu'à un ensemble complet d'avantages sociaux.

Diversity & Belonging / Diversité et appurtenance

We take pride in cultivating a culture of belonging and an equitable workplace where everyone can thrive. Learn more here :

Nous sommes fiers de cultiver une culture d’appartenance et un milieu de travail équitable où tout le monde peut s’épanouir.

Pour en savoir plus, cliquez ici :

Are you an existing contractor or consultant with Autodesk?

Êtes-vous un sous-traitant ou un consultant existant d’Autodesk ?

Please search for open jobs and apply internally (not on this external site).

Veuillez rechercher des emplois vacants et postuler à l’interne (pas sur ce site externe).

3 hours ago