Clinical Data Scientist
Tasks
- Apply NLP for clinical note data extraction
- Apply medical coding for patient identification and phenotyping
- Apply propensity score methods
- Assess RWD limitations and proxy endpoint constraints
- Assess data quality dimensions
- Collaborate with analysts and data scientists
- Conduct time to event analyses
- Define clinical score proxies and surrogate endpoints guidance
- Develop RWD data assessment frameworks
- Document feasibility reports
- Evaluate fitness for purpose of RWD for evidence generation
- Evaluate patient population representativeness
- Extract structured and unstructured data from EHR
- Lead RWD source feasibility assessments
- Manage external data vendors and technology partners
- Partner with cross functional stakeholders on RWD usage
- Perform epidemiological study design
- Provide fit for purpose data assessment guidance
- Provide methodological input for RWD foundation and products
- Recommend optimal RWD usage
- Run sensitivity analyses and bias assessment
Perks/Benefits
- N/A
Skills/Tech-stack
Administrative Claims | Bias Assessment | Biostatistics | CPT | Data Quality | Data quality assessment | Disease Registry Data | EHR data | Epidemiology | Event analysis | Health Informatics | ICD-10 | LOINC | Language Processing | Natural Language | Natural Language Processing | OHDSI OMOP | Patient Registries | Pharmacoepidemiology | Predictive Modeling | Propensity Score Matching | Propensity score | Python | Quality Assessment | R | Real-World Data | Real-World Evidence | Registry data | Regression Analysis | RxNorm | SAS | SNOMED CT | SQL | Score Matching | Sensitivity Analysis | Series analysis | Snowflake | Time Series | Time Series Analysis | Time to Event | Time to event analysis
Education
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