Data Scientist
- Toronto, ON, Canada
Full-time
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Job details
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Original job description
Job Title: Data Scientist
Location: Toronto, Canada (3-4 days WFO)
Hire Type: Fulltime
Job Responsibilities:
Requires 10+ years in analytics or data science; prior formal AI experience is not mandatory, but strong Python, SQL, statistics, experiment and cohort design, data quality, Git/GitHub and reproducible analysis are essential, along with experience in Databricks, Unity Catalog, Microsoft Fabric and Power BI.
Source, prepare, analyze and report data that measures AI adoption, engineering flow, quality and realized value, turning incomplete operational datasets into transparent, decision-ready insights.
The role should be able to combine repository, pull-request, deployment, survey, GetDX telemetry, usage, token/cost and outcome data; define metric dictionaries and limitations; support privacy assessments; and evaluate GitHub Copilot and Claude Code productivity without confusing activity with causation.
More about this job
Responsibilities
Source, prepare, analyze, and report data measuring AI adoption, engineering flow, quality, and realized value, turning incomplete operational datasets into transparent, decision-ready insights. Combine repository, pull-request, deployment, survey, telemetry, usage, cost, and outcome data; define metrics and limitations; support privacy assessments; and evaluate AI coding tools without mistaking activity for causation.
Requirements
Requires 10+ years of experience in analytics or data science, with strong Python, SQL, statistics, experiment and cohort design, data quality, Git/GitHub, and reproducible analysis skills. Experience with Databricks, Unity Catalog, Microsoft Fabric, and Power BI is also required; prior formal AI experience is not mandatory.
Skills
- Python
- SQL
- Statistics
- Experiment Design
- Cohort Design
- Data Quality
- Git
- GitHub
- Reproducible Analysis
- Databricks
- Unity Catalog
- Microsoft Fabric
- Power BI
- AI Adoption Measurement
- Data Analysis
- Privacy Assessment
Visa sponsorship
Not detected in the job text
Categories
- Data & Analytics
- Technology
- Science & Research
- Software
Keywords
- Data Science
- Analytics
- Artificial Intelligence
- Python
- SQL
- Statistics
- Experiment Design
- Cohort Design
- Data Quality
- Git
- GitHub
- Reproducible Analysis
- Databricks
- Unity Catalog
- Microsoft Fabric
- Power BI
- AI Adoption
- Engineering Flow
- Pull Requests
- Deployment Data
- Survey Data
- GetDX Telemetry
- Usage Data
- Token Costs
- Metric Dictionaries
- Privacy Assessments
- GitHub Copilot
- Claude Code
- Productivity Measurement
- Causal Inference