Senior Data Scientist

Summary

Senior Product Data Scientist with a decade of experience designing experiments and measurement systems for digital products serving millions of users. Trained as a physicist and published researcher, I bring domain-grounded rigour to product analytics, translating ambiguous questions into clean experimental designs and building telemetry infrastructure that teams can trust. I specialize in the full analytics lifecycle, from event instrumentation and A/B testing to behavioral modeling and executive decision support, with a track record of informing product decisions that delivered +28% growth in high-value users and +22% revenue per install.

Expectations

"I am looking for a Senior or Lead Product Data Science role where I can bridge the gap between complex behavioral data and high-level product strategy.

Having spent the last decade in EdTech and Gamingincluding a tenure in interim leadership reporting to the CFOI am at my best when I am designing experimental frameworks and telemetry architecture for products serving millions of users. I thrive in environments that value scientific rigor, utilize a modern data stack (Databricks, dbt, Python), and seek to move beyond simple 'vanity metrics' toward true causal inference and user lifecycle modeling.

My ideal next challenge involves a high-growth or mission-driven product (SaaS, EdTech, or Fintech) where I can take ownership of the analytics lifecycle, mentor junior talent, and provide the evidence-based insights needed to drive sustainable growth.

Employment Preferences

Expected Base Salary

**5,000 CAD

Expected Total Compensation

**0,000 CAD

Expected Hourly Rate

**8 CAD/hr

Academic Degree

Experience

Skills

• A
• B Testing
• Multivariate Testing
• Experimental Design
• Causal Inference
• Hypothesis Testing
• Statistical Significance Testing
• Power Analysis
• Randomized Controlled Trials
• Python
• Pandas
• NumPy
• Scikit-learn
• Statsmodels
• SQL
• PySpark
• Julia
• Logistic Regression
• Linear Regression
• Clustering
• Support Vector Machines
• Churn Prediction
• Predictive Modeling
• Forecasting Models
• Funnel Analysis
• Cohort Analysis
• User Segmentation
• Behavioral Analysis
• Event Instrumentation
• Telemetry Design
• KPI Development
• Metrics Definition
• Retention Analysis
• Monetization Analysis
• Player Lifecycle Analysis
• Databricks
• Dbt
• Git
• Tableau
• Periscope Data
• Data Modeling
• ELT Pipelines
• Product Analytics
• Statistical Modelling
• Data Visualization
• Dashboard Development
• Statistical Inference
• Regression Analysis
• Machine Learning
• Data Engineering
• Analytics Engineering
• Mentorship
• Leadership
• Stakeholder Management
• Executive Communication
• Team Management
• Cross-functional Collaboration
• Decision Support
• Product Strategy
• Growth Analytics
• Experimentation Platforms
• GrowthBook
• Optimizely
• Live Service Games
• Free-to-Play Games
• Educational Products
• SaaS Analytics
• User Engagement
• Conversion Optimization
• Revenue Analytics
• Scientific Computing
• Research
• Data Science
• Product Data Science