Senior Data Scientist, GrabX
Singapore, Singapore
SGD 118K-144K (estimate) Senior-level Full Time
Tasks
- Build monitoring and validation pipelines for data quality
- Define product and business metrics
- Design statistical and causal inference methodologies for A B tests
- Develop automated experiment analysis
- Develop solutions for contamination sample ratio mismatch and network effects
- Guide experimental design power analysis and result interpretation
- Implement causal inference and statistical methodologies
- Partner with platform engineers for production features
Perks/Benefits
- Birthday leave
- Flexwork arrangements
- Life Assistance Programme
- Medical insurance
- Parental leave
- Term life insurance
- Volunteering leave
Skills/Tech-stack
A/B | A/B Testing | B testing | Causal Inference | Data Quality | Distributed Computing | Experimental Methods | Metric Monitoring | Power analysis | Python | Quasi-Experiments | Quasi-experimental methods | R | Ray | Sequential testing | Series analysis | Spark | Starrocks | Statistical Analysis | Statistical modeling | Time Series | Time Series Analysis | Time Series Models | Variance reduction
Education
Roles
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