Data Scientist III
Clearwater, Florida, United States
USD 159K-222K (estimate) Senior-level Full Time
Tasks
- Apply difference in differences and quasi experimental identification strategies
- Build deploy and monitor elasticity demand conversion and forecasting models
- Design and ship production grade data pipelines and data models
- Design experiments and causal measurement using holdouts and randomization
- Develop reusable feature tables model libraries and evaluation harnesses
- Establish model monitoring and drift detection
- Formulate and solve optimization problems for pricing and capacity
- Mentor earlier career data scientists and review high stakes analyses
- Own models end to end from design through production
- Perform power analysis and define metrics for experiments
- Performance tune SQL on large tables
- Present recommendations to commercial leadership and quantify business impact
- Scale analytical work with distributed compute
- Scope ambiguous business questions into analytical plans
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Airflow | Azure | CI | Containers | Cvxpy | Databricks | Difference-in-differences | Drift Detection | Econometrics | Experimental Methods | Forecasting | GCP | Generalized Linear Models | Git | Gurobi | Hierarchical models | Integer Programming | Linear Models | Linear Programming | Mixed Integer | Mixed-Integer Programming | Model Monitoring | NumPy | OR-Tools | Pandas | Polars | Power analysis | PySpark | Python | Quadratic Programming | Quasi Experimental | Quasi-experimental methods | SQL | Scikit-learn | Snowflake | StatsModels
Education
Roles
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