Job Title

**25WD89433, Principal Data Scientist***French translation to follow!/Traduction franaise suivre***Position Overview**Autodesk customers make sense of the world through rich streams of data - from 3D scans of buildings and fluid dynamic simulations to field notes from construction sites and product usage trends. We are looking for a Principal Data Scientist to join Autodesks Platform Strategy and Emerging Technologies (PSET) organization and use their experience in AI/ML and Data Science to develop the next generation of applied AI solutions that power our platform and enable smarter, scalable and cost-efficient experiences for our customers.As a Principal Data Scientist on our Platform Strategy and Emerging Technologies (PSET) - Programs & Business Excellence (PBE) team, you will play a key role in advancing the data science and AI capabilities within the company. You will serve as a subject matter expert, guiding the development and deployment of machine learning models and data driven solutions that support strategic platform capabilities. In this role, you will partner with cross-functional teams including data scientists, data analysts, product managers, engineers and domain experts to deliver innovative solutions that drive business impact. This role requires a combination of strong technical expertise, leadership abilities, and business acumen to address complex challenges and influence strategic decisions. You will report to the Senior Manager of Data Science, PSET. **Responsibilities** * Translate insights into actionable recommendations, effectively guiding business strategy through clear communication with cross-functional teams* Advanced expert role, requiring deep subject-matter knowledge and sound business acumen to advise leaders* For jobs at this level, knowledge of the business starts to become as important as subject-matter knowledge* Incumbents translate specialized subject-matter requirements into business needs/requirements* Require depth of specialized expertise to interpret internal/external business issues and recommend best practices to address them* Solve complex problems that require in-depth evaluation of variable factors by taking a broad perspective to identify the best approach and innovative solutions.* Work independently, with close guidance in only the most complex or unusual situations* Adapt communication style to persuade various stakeholders across the business and frequently interact with senior leaders to provide advice and SME* May lead functional teams or programs within own function (or closely related functions)**Minimum Qualifications** * Expertise in developing and deploying machine learning models, particularly in large-scale environments, with a focus on deep learning, reinforcement learning, or natural language processing* Proficient with various statistical and machine learning techniques including classification, regression, dimension reduction, regularization, clustering and various multivariate methods* Hands-on expertise in AI and LLM development with Finetuning expertise in a real-world business environment* Excellent communication skills, with the ability to present complex technical concepts to non-technical stakeholders**Preferred Qualifications*** Strong publication record in top-tier AI/ML conferences and journals* Experience deploying AI models for real-time applications in manufacturing or constructionBachelor's or master's degree (preferred) in Computer Science, Data Science, Machine Learning, Artificial Intelligence, or related field, or equivalent work experience8+ years of experience in data science, machine learning, or AI, with a proven track record of delivering successful AI-driven solutions at scaleHands of experience with design and analysis of A/B and multivariate experiments to measure the impact of product changes and business strategies with statistical rigor Strong proficiency in programming languages such as Python, with experience in using machine learning libraries such as, PyTorch & associated libraries for AI/MLExperience working with cloud environments like AWS and leveraging its offerings such as Lambda Bedrock, SageMaker, etcStrong knowledge base of MLOps practices for efficient model deployment and scaling* Proven leadership and mentorship experience, with a passion for developing and inspiring high-performing teams**25WD89433, Data Scientist principal****Aperu du poste**Les clients d'Autodesk donnent du sens au monde grce de riches flux de donnes, allant des scans 3D de btiments et des simulations de dynamique des fluides aux notes prises sur les chantiers et aux tendances d'utilisation des produits. Nous recherchons un scientifique principal des donnes pour rejoindre l'quipe PSET (Platform Strategy and Emerging Technologies) d'Autodesk et mettre profit son exprience en IA/ML et en science des donnes pour dvelopper la prochaine gnration de solutions d'IA appliques qui alimentent notre plateforme et offrent nos clients des expriences plus intelligentes, volutives et rentables.En tant que scientifique principal des donnes au sein de notre quipe PSET (Platform Strategy and Emerging Technologies) - PBE (Programs & Business Excellence), vous jouerez un rle cl dans l'amlioration des capacits de l'entreprise en matire de science des donnes et d'IA. Vous serez un expert en la matire et guiderez le dveloppement et le dploiement de modles d'apprentissage automatique et de solutions bases sur les donnes qui soutiennent les capacits stratgiques de la plateforme. ce poste, vous travaillerez en collaboration avec des quipes interfonctionnelles, notamment des scientifiques des donnes, des analystes de donnes, des chefs de produit, des ingnieurs et des experts du domaine, afin de fournir des solutions innovantes qui ont un impact sur l'activit. Ce poste ncessite une solide expertise technique, des capacits de leadership et un sens aigu des affaires afin de relever des dfis complexes et d'influencer les dcisions stratgiques. Vous serez rattach au directeur principal de la science des donnes, PSET.La prfrence sera donne aux candidats pouvant travailler en mode hybride/ distance Toronto ou Montral, au Canada.**Responsabilits*** Collaborer avec les responsables des produits, de l'ingnierie et des activits commerciales afin de traduire des dfis commerciaux complexes en hypothses testables et en solutions de science des donnes efficaces.* Dvelopper et dployer des pipelines IA/ML de bout en bout, en partenariat avec des ingnieurs de donnes, et contribuer au pr-traitement des donnes, la formation, la validation, au dploiement et la surveillance des modles.* Concevoir et mettre en uvre des cadres statistiques et exprimentaux avancs, y compris des techniques d'infrence causale post-lancement (par exemple, tests A/B, appariement par score de propension) pour mesurer l'impact des produits* Diriger l'exploration et l'application de l'IA gnrative afin de dvelopper des solutions volutives, telles que des assistants IA pour soutenir les capacits de la plateforme* Construire des applications classiques d'apprentissage automatique telles que des systmes de personnalisation, de recommandation et de classement afin d'amliorer les flux de travail des clients et de favoriser l'adoption des produits* Encadrer et guider les data scientists juniors, mener des revues techniques et promouvoir les meilleures pratiques en matire d'exprimentation, de dveloppement de modles et de MLOps* Collaborer avec une quipe de data scientists pour dvelopper des modles et des solutions d'IA/ML sur des donnes grande chelle qui rpondent aux problmes commerciaux et stimulent l'innovation produit* Traduire les insights en recommandations exploitables, en guidant efficacement la stratgie commerciale grce une communication claire avec les quipes interfonctionnelles* #J-18808-Ljbffr