Staff Data Scientist
Tasks
- Analyze feature performance and data quality
- Automate analytics pipelines
- Build evaluation tools and dashboards
- Compute confidence intervals
- Conduct large scale analytical studies
- Define KPIs and success metrics
- Design A/B tests
- Design and review experiments
- Design offline evaluation frameworks
- Design online evaluation frameworks
- Detect regressions
- Enable self-serve analytics
- Ensure statistical correctness
- Identify evaluation and data quality gaps
- Improve analytics reproducibility
- Mentor junior data scientists
- Own golden datasets and validation protocols
- Perform bias analysis
- Perform deep error analysis
- Perform post deployment monitoring
- Perform segmentation analysis
- Perform significance testing
- Translate insights for stakeholders
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | AWS | Amazon EKS | B testing | Computer Vision | Confidence Intervals | Data Visualization | Django | Edge Computing | Flask | Kinesis | Probability | Python | SQL | Significance Testing | Statistics
Education
Bachelor of Engineering | Bachelor of Science | Master of Engineering | Master of Science | PhD
Roles
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