Senior Data Scientist
Tasks
- Build and maintain machine learning models
- Build data pipelines and features
- Communicate model results and tradeoffs to stakeholders
- Develop evaluate deploy and monitor batch models
- Develop evaluate deploy and monitor real time models
- Ensure data quality and validation
- Execute A/B tests
- Follow production machine learning standards
- Monitor model drift
- Optimize user experience decisions
- Perform feature engineering
- Translate business questions into modeling solutions
Perks/Benefits
- 401k with company match
- Company outings and events
- Dental insurance
- Employee assistance program
- Employee resource groups
- Equity ownership
- Health insurance
- Life and accidental death and dismemberment insurance
- Long-term disability
- Short-term disability
- Unlimited PTO
- Vision insurance
Skills/Tech-stack
A/B | A/B Testing | B testing | Concept drift | Concept drift detection | Data Pipelines | Deep learning | Drift Detection | Feature Engineering | Fraud Detection | Machine Learning | Model Monitoring | Probabilistic Modeling | Python | SQL | Statistical modeling
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Roles
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