Solutions Applied Data Scientist, Healthcare
Tasks
- Analyze partner dataset schemas and field availability
- Assess feasibility of dataset requests
- Construct multi source datasets
- Create dataset preparation scripts
- Create summary statistics and validation outputs
- Design healthcare data cohorts
- Develop reusable SQL templates
- Evaluate variable label availability
- Identify proxy variables
- Implement automated validation checks
- Implement inclusion exclusion logic
- Investigate missing or anomalous data
- Join datasets across multiple sources
- Perform data completeness analysis
- Translate research requirements into dataset specifications
- Validate row counts and dataset structure
- Verify cohort logic results
- Write complex SQL queries
Perks/Benefits
- N/A
Skills/Tech-stack
CSV | Cohort construction | Data Analysis | Data Feasibility | Data Quality | Data Validation | Data completeness | Data integration | Exploratory Data Analysis | Healthcare Data | Multi-source data | Multi-source data integration | Parquet | Python | SQL
Education
N/A
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