Principal Data Scientist

Job Title: Principal Data Scientist Company: Autodesk Job Category: Data Science Roles & Responsibilities: Responsibilities * 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 * 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. * The ideal candidate is a strong data scientist who thinks outside the box, is naturally curious, highly collaborative, and has a passion for tackling complex data\-centric problems In\-Person Onboarding and Identity Verification This role may require in\-person onboarding and/or in\-person ID verification. Work Location: Montreal, Quebec, Canada Availability: Full time

Minimum Qualifications * MS/PhD in the fields of: Mathematics, Physical Sciences, Statistics/Analytics, Computer Science, or other relevant fields * Proficient in Python * 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\-learn, TensorFlow, etc. * Familiarity with Statistics concepts and analysis, e.g. hypothesis testing, regression, experimental design, etc. * Familiarity with Machine Learning techniques, e.g. classification, clustering, regularization, optimization, dimension reduction, 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 * A curious individual who believes that data is the best tool to understand what is happening * An eager learner who will continually seek to expand their skills to new tools, techniques, and systems * A strong communicator who can understand complex patterns and simplify them down * A self\-starter who finds new ways to solve problems * You have experience owning complex projects from start to finish. You define a data science roadmap and execute against it in collaboration with others * You are passionate about insights, not just data. You’re a strategic thinker and are able to synthesize methodology and data into actionable business and/or product strategy from your analyses Salary transparency / Transparence Salariale Salary is one part of Autodesk’s competitive compensation package. For Canada based roles, we expect a starting base salary between $129,000 and $189,200\. Offers are based on the candidate’s experience and geographic location, and may exceed this range. In addition to base salaries, our compensation package may include annual cash bonuses, commissions for sales roles, stock grants, and a comprehensive benefits package. Le salaire est l'un des éléments du programme de rémunération concurrentiel d'Autodesk. Pour les postes basés au Canada, nous offrons un salaire de base entre $129,000 et $189,200\. Le salaire est déterminé selon l'expérience professionnelle et l'emplacement du candidat(e), et peut dépasser cette fourchette. En plus du salaire de base, notre programme de rémunération peut inclure une prime annuelle, des commissions pour les postes de ventes, des attributions d'actions et un ensemble complet d'avantages sociaux. Key Skills: Data Science Salary: eur,