Job Description

Job Requisition ID #
25WD88829The English translation can be found below!/La traduction en anglais se trouve ci-dessous!
Description du poste
En tant que chercheur en intelligence artificielle chez Autodesk Research, vous menerez des recherches fondamentales et appliquees qui aideront nos clients a imaginer, concevoir et creer un monde meilleur.
Nous sommes une equipe de scientifiques, de chercheurs, d'ingenieurs et de concepteurs qui collaborent sur des projets allant des systemes de conception bases sur l'apprentissage a la vision par ordinateur, en passant par le graphisme, la robotique, l'interaction homme-machine, la durabilite, la simulation, la fabrication, la conception architecturale et la construction.
Vous serez rattache(e) au responsable de la recherche scientifique au sein du laboratoire d'IA.
ResponsabilitesDevelopper de nouveaux modeles d'apprentissage automatique et de nouvelles techniques d'IA Diriger des projets de recherche au sein d'une equipe internationale Passer en revue la litterature pertinente en matiere d'IA/d'apprentissage automatique afin d'identifier les methodes, technologies et meilleures pratiques emergentes Explorer de nouvelles sources de donnees et decouvrir des techniques permettant de tirer le meilleur parti des donnees

Qualifications minimales Master ou doctoratdans un domaine lie a l'IA/l'apprentissage automatique, tel que : Informatique, mathematiques, statistiques, physique, linguistique, genie mecanique, architecture ou disciplines connexes Solide experience dans l'application des techniques d'apprentissage profond (y compris la mise en oeuvre d'architectures personnalisees, l'optimisation des performances des modeles*, le developpement de nouvelles fonctions de perte et le deploiement de solutions pretes a la production)
Connaissance des methodes statistiques pour l'apprentissage automatique(par exemple, methodes bayesiennes, HMM, modeles graphiques, reduction de dimension, regroupement, classification, techniques de regression, etc. Bonne connaissance de PyTorch, TensorFlow*, JAX ou de frameworks similaires
Solides competences en codage Python

Qualifications souhaiteesExperience dans les domaines de l'architecture, de l'ingenierie et/ou de la construction, y compris une expertise des formats de donnees specifiques a l'industrie (par exemple, modeles BIM, fichiers IFC, documents contractuels AEC et dessins tels que jeux de dessins, specifications ou dessins d'atelier) Connaissance de la representation et de la gestion des donnees structurees dans les flux de travail AEC (modelisation des informations du batiment, specifications structurelles, documentation de projet) LLM et traitement du langage naturel Apprentissage profond multimodalet/ou recherche d'informations Experience significative en matiere de recherche postdoctorale ou 5 ans ou plus d'experience professionnelle (le titre/poste reel sera determine en fonction de l'experience) Experience significative dans le domaine de l'ingenierie, de l'architecture ou de la construction

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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.
ResponsibilitiesDevelop 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 PhDin 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 modelperformance, 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 QualificationsExperience 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-modaldeep learning and/or information retrieval Publication track record in machine learningconferences 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.
Equal Employment Opportunity
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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