Data Scientist Lead – Measurement and Experimentation
Toronto, ON, M5V 1X6, CAN
CAD 79K-110K (estimate) Senior-level Full Time
Tasks
- Adopt MLOps engineering and coding best practices
- Build Markov chain multi touch attribution models
- Conduct A/B testing and Bayesian experimentation
- Create and optimize dashboards for statistical metrics
- Develop AI/ML MLOps pipelines for measurement
- Implement measurement and experimentation methodologies
- Lead measurement ETLs development and improvement
- Mentor and coach through code reviews and pair programming
- Orchestrate and automate end to end measurement ETLs
- Present complex technical concepts to technical and non technical audiences
- Support model governance and quality controls
- Translate business requirements into statistical KPIs
Perks/Benefits
- Employee and family assistance program
- Health and dental benefits
- In-store discount
- Learning and development opportunities
- Paid vacation
- Parental leave top-up
- Retirement and savings programs
- Virtual healthcare
Skills/Tech-stack
A/B | A/B Testing | AWS SageMaker | Airflow | Attribution Modeling | Azure Synapse | B testing | Bayesian statistics | Databricks | Distributed Computing | Experiment design | JAX | MLOps | MLflow | Machine Learning | Markov Chains | Model Deployment | Model Monitoring | Numpyro | PySpark | PyTorch | Pymc | Python | SQL | Snowflake | Statistics | StatsModels | TensorFlow
Education
Roles
Data Science | Data Science Lead | Data Scientist | Lead | Science Lead | Scientist
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