Data Scientist 2
Tasks
- Analyze post launch model performance
- Build calibrated predictive models
- Build causal models
- Collaborate on evaluation and reliability gates
- Compare alternative models
- Conduct multi metric stratified tests
- Coordinate model launch with product and engineering
- Create offline and online evaluation plan
- Define hypothesis and success metric
- Design A/B tests
- Design holdout experiments
- Develop repeatable ML pipelines
- Estimate confidence intervals
- Frame modelling problem
- Implement model monitoring
- Integrate pipelines with production workflows
- Package reproducible environments
- Perform power checks
- Review research literature
- Run controlled pilots linked to KPI
- Use CUPED variance reduction
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | B testing | CUPED | Causal Inference | Confidence Intervals | Data Pipelines | Experiment design | Holdout Validation | Machine Learning | Model Monitoring | Optimization | Predictive Modeling | Probability calibration | Production Deployment | Reproducibility | Statistical Power | Telemetry Analysis
Education
N/A
Roles
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