Data Scientist – Experimentation & Causal Inference
Tasks
- Analyze observational data to identify causal relationships
- Define causal estimation methodologies
- Design build validate causal models
- Design implement randomized controlled trials
- Document models and analytical processes
- Estimate causal impact and evaluate assumptions
- Perform experimental design and group allocation
- Prepare reports for non-technical audiences
Perks/Benefits
- Collaborative culture
- Flexible work culture
- Global opportunities
- Professional development
- Vibrant community
Skills/Tech-stack
Azure | Azure DevOps | CATE | Causal Discovery | Causal Forest | Causal Inference | Causal modeling | CausalML | Chi-Square | DAG | Databricks | Difference-in-differences | DoWhy | DoubleML | EconML | Experimentation | G Computation | Heterogeneity Analysis | Multiple Testing Control | Multiple testing | Potential Outcomes | Power analysis | PySpark | Python | R | Randomized-Controlled Trials | Regression | SQL | Sample Size | Sample Size Calculation | Scikit-learn | Statistical Power | Statistical power analysis | StatsModels | Synthetic control | T-test
Education
N/A
Roles
Regions
Countries
States
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