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Principal Data Scientist

Autodesk
Montréal, CAN
Full-time
Onsite
CAD 129,000 to CAD 189,200.
Discovered 3 weeks ago
Data sciencePythonRelational SQL and NoSQL databasesBig data platforms: Hadoop, Spark, HiveStatistical programming (R, Matlab, SAS, Python data-science toolkits)pandas, Jupyter, scikit, TensorFlow

Full Job Posting

Position overview

Apply data science to understand cloud-platform usage health and customer behavior, and improve product, business, adoption, and sales operations.

Work closely with product teams and executive staff on Autodesk Construction Solutions business decisions.

Responsibilities

  • Apply data mining, analytics, and machine-learning methods to understand product usage, adoption, and customer outcomes.
  • Lead junior and senior data scientists and analysts; model customer behavior and trends to identify opportunities for growth and improvement.
  • Build predictive and descriptive statistical models, including customer lifetime value and retention models.
  • Own complex projects, define a data-science roadmap, and turn analyses into actionable business or product strategy.

Minimum qualifications

  • MS or PhD in mathematics, physical sciences, statistics/analytics, computer science, or another relevant field.
  • Proficiency in Python and experience with relational SQL and/or NoSQL databases.
  • Experience with big-data platforms such as Hadoop, Spark, or Hive.
  • Experience with statistical programming tools such as R, Matlab, SAS, or Python data-science toolkits.
  • Experience with data-science toolkits such as pandas, Jupyter, scikit, or TensorFlow.
  • Familiarity with statistics, including hypothesis testing, regression, and experimental design.
  • Familiarity with machine-learning techniques, including classification, clustering, regularization, optimization, and dimension reduction.
  • Experience with reporting programs such as Domo, Looker, Tableau, or Power BI, data visualization, and customer analytics.
  • Good communication skills and ability to explain complex topics to technical and non-technical audiences.

Ideal candidate

  • Curious, collaborative, and eager to expand skills to new tools, techniques, and systems.
  • Communicates complex patterns clearly, takes initiative, and finds new ways to solve problems.
  • Can own complex projects, define and execute a data-science roadmap, and synthesize findings into actionable strategy.

Autodesk Construction Solutions

The portfolio connects office, trailer, and field workflows across building design, pre-construction, construction, turnover, and operations.

Products include Assemble Systems, BIM 360, BuildingConnected, and PlanGrid.

Compensation

  • For Canada-based roles, the expected starting base salary is CAD 129,000 to CAD 189,200.
  • Offers depend on experience and geographic location and may exceed the range; compensation may include annual bonuses, sales commissions where applicable, stock grants, and benefits.

Onboarding

  • The role may require in-person onboarding and/or in-person identity verification.

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