Principal Data Scientist

Job Requisition ID #

25WD89433
- 25WD89433, Principal Data Scientist
- French translation to follow/Traduction française à 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 Autodesk’s 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.
- Responsibilities- Collaborate with Product, Engineering, and Business leaders to translate complex business challenges into testable hypotheses and impactful data science solutions- Develop & deploy end-to-end AI/ML pipelines, by partnering with data engineers and contribute from data preprocessing to model training, validation, deployment, and monitoring- Design and implement advanced statistical & experimentation frameworks, including post-launch causal inference techniques (e.g. A/B testing, propensity score matching) to measure product impact- Mentor and guide junior data scientists, conduct technical reviews, and promote best practices in experimentation, model development, and MLOps- Collaborate with a team of data scientists in developing AI/ML models and solutions over large-scale data that address business problems and drive product innovation- Translate insights into actionable recommendations, effectively guiding business strategy through clear communication with cross-functional teamsRequire 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- Bachelor's or master's degree (preferred) in Computer Science, Data Science, Machine Learning, Artificial Intelligence, or related field, or equivalent work experience- 8+ years of experience in data science, machine learning, or AI, with a proven track record of delivering successful AI-driven solutions at scale- 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 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/ML- Experience working with cloud environments like AWS and leveraging its offerings such as Lambda Bedrock, SageMaker, etc- 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-
- Strong 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
- Aperçu du poste
- Les clients d'Autodesk donnent du sens au monde grâce à de riches flux de données, allant des scans 3D de bâtiments 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 données pour rejoindre l'équipe PSET (Platform Strategy and Emerging Technologies) d'Autodesk et mettre à profit son expérience en IA/ML et en science des données pour développer la prochaine génération de solutions d'IA appliquées qui alimentent notre plateforme et offrent à nos clients des expériences plus intelligentes, évolutives et rentables.
- En tant que scientifique principal des données au sein de notre équipe PSET (Platform Strategy and Emerging Technologies) - PBE (Programs & Business Excellence), vous jouerez un rôle clé dans l'amélioration des capacités de l'entreprise en matière de science des données et d'IA. Vou