Senior Data Scientist
Tasks
- Apply causal inference methods
- Apply predictive modeling survival analysis and Bayesian inference
- Apply psychometric methods for learning outcomes
- Build statistical and machine learning models
- Define and operationalize constructs for mastery engagement and skill acquisition
- Design and analyze A/B and multivariate experiments
- Develop decision frameworks
- Develop frameworks for measuring treatment effects
- Evaluate instrumentation strategies for learner knowledge tracking
- Forecast learner outcomes and support personalization
- Translate analysis findings into decision ready narratives
Perks/Benefits
Skills/Tech-stack
A/B | A/B Testing | Airflow | Amplitude | B testing | Bayesian Inference | Causal Inference | Data Modeling | Data Visualization | Databricks | Difference-in-differences | Experimental Design | Feature Engineering | Hypothesis Testing | Instrumental Variables | Item Response Theory | Latent trait models | Latent variable models | Longitudinal data | Longitudinal data modeling | Looker | Looker Studio | Model Monitoring | Model Validation | NumPy | Pandas | Power analysis | Propensity Score Matching | Propensity score | Python | Regression Discontinuity Design | Regression discontinuity | Reliability analysis | Response Theory | SQL | SciPy | Scikit-learn | Score Matching | Sequential testing | Series forecasting | StatsModels | Survival analysis | Synthetic control | Time Series | Time Series Forecasting | Uplift Modeling | Validity Analysis
Education
Roles
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