Autodesk
Principal Data Scientist
Ontario, CAN - Remote · Principal
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About the role
- We work in close sync with our executive staff due to our direct impact on Autodesk Construction Solution business.
- You define a data science roadmap and execute against it in collaboration with others - You are passionate about insights, not just data.
- General contractors, subcontractors, and owners around the world rely on ACS to win more work, enhance collaboration, speed decision-making, reduce risk, and improve overall project outcomes.
Responsibilities
- Lead junior/ senior data scientists and analysts. Apply statistical techniques to model customer behavior and trends to identify potential opportunities for growth and improvement
- Building statistical models (both predictive and descriptive) for customer lifetime value modeling, retention modeling etc
- Familiarity with Statistics concepts and analysis, e.g. hypothesis testing, regression, experimental design, etc.
Requirements
- Experience working with relational SQL and/or NoSQL databases
- Experience working with big data platforms (Hadoop, Spark, Hive)
- Experience in statistical programming tools such as R, Matlab, SAS, Python data science toolkits, etc.
- Experience with data science toolkits like pandas, Jupyter, scikit, TensorFlow, etc.
- Experience implementing reporting programs like Domo, Looker, Tableau, PowerBI, etc.
- Experience in data visualization tools
- Experience in customer analytics
- Good communication skills and ability to explain complex topics to both technical and non-technical audience as well
- The Ideal Candidate
- You have experience owning complex projects from start to finish.
Skills
- Job Requisition ID #
- Position Overview
Compensation
- Salary transparency
Benefits
- Work alongside a product development team and apply data mining, analytics and machine learning methods to understanding how customers use, adopt and achieve successful outcomes with our products
- Familiarity with Machine Learning techniques, e.g. classification, clustering, regularization, optimization, dimension reduction, etc.
Company info
- We take great pride in our culture here at Autodesk - it's at the core of everything we do.
This listing is sourced directly from Autodesk's careers page and normalized into a canonical job model.