Principal Data Scientist
Core
Lead data science initiatives to understand customer usage, adoption, and outcomes for Autodesk's cloud platform to drive product, business, and sales strategy.
Role type
Principal Data Scientist (Strategy & Leadership)
Builds
Cloud platform usage health metrics, customer behavior models, and data-driven product/business strategies
Domain
Construction technology / SaaS
Deliverable
production ML models | dashboards & analysis | research
Required skills
Python, SQL/NoSQL, Big Data platforms (Hadoop, Spark, Hive), Statistical programming (R, Matlab, SAS), Data science toolkits (pandas, scikit-learn, TensorFlow), Statistics (hypothesis testing, regression), Machine Learning (classification, clustering, optimization), Data visualization (Tableau, PowerBI, Looker), Customer analytics
Preferred skills
Strategic thinking, roadmap definition, complex project ownership, cross-functional collaboration
Technologies
Python, SQL, NoSQL, Hadoop, Spark, Hive, R, Matlab, SAS, pandas, scikit-learn, TensorFlow, Tableau, PowerBI, Looker, Domo
Responsibilities
Apply data mining and ML methods to analyze customer product usage and adoption; Lead junior/senior data scientists and analysts; Build predictive and descriptive statistical models for customer lifetime value and retention; Synthesize data analyses into actionable business and product strategy
Seniority
Principal, strategy & mentorship