Analytics Engineer
RemoteUnited States or New York, United States
United States or New York, United StatesRemoteFull TimeBachelors Degree
Full TimeBachelors Degree
Job Summary
Query complex source systems across EMR, ECG, and DICOM data to identify and map data elements supporting AI training and patient journey analyses. Develop and maintain data transformation pipelines using dbt and Snowflake, ensuring data quality, lineage, and transparency while harmonizing multimodal data from multiple health systems into a unified ontological layer. Implement data quality tests, CI/CD, and version control best practices across the modeling pipeline, and collaborate with technical and clinical SMEs to translate research requirements into engineering solutions.
Required Qualifications
- Bachelor's degree in a quantitative field (Data Science, Biomedical Informatics, Computer Science, Biostatistics)
- 3+ years in analytics or data engineering roles with hands-on cleaning and structuring of clinical/EHR data
- Strong dbt and SQL proficiency: reusable Jinja macros, custom tests, multi-environment deployments
- Proficiency with Git and version control workflows
- Advocate for software engineering best practices (modularity, unit testing, clean documentation) within a data science team
- Comfortable with ambiguity in a fast-paced, early-stage startup environment
- Excellent communication skills, able to translate customer needs into data solutions
- Comfort in a cloud environment (Snowflake and/or AWS preferred)
- 1+ years extracting, curating, and analyzing HIT/healthcare delivery data (EMR, claims, registry); familiarity with FHIR, CDA, CQL, and clinical terminology standards (ICD, CPT, LOINC, SNOMED-CT, NDC, RxNorm)
Desired Qualifications
- LLM/RAG integration experience (Snowflake Cortex, Bedrock, Azure OpenAI)
- Python for data cleaning/feature engineering
- exposure to AI/ML modeling teams
- Epic/Cerner/Allscripts familiarity
- medical ontology or DICOM/imaging experience
- OMOP common data model
- agile tooling (Jira/Linear)
- dbt Cloud
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