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ARETUM

ARETUM is a dynamic government contracting company that emphasizes a people-centric culture. It values diversity, equity, and inclusion as fundamental pillars o

Data Engineer

Location

Virginia

Posted

65 days ago

Salary

0

Seniority

Senior

Job Description

Data Engineer

ARETUM

• Ingest data from FHIR APIs, CDW, and other VA sources • Normalize and reconcile medication and patient data • Build transformation pipelines for risk scoring inputs • Support batch and near-real-time processing • Ensure data quality, consistency, and traceability

Job Requirements

  • Programming: Python (primary), SQL (advanced), optional Scala
  • Data Processing Frameworks: Apache Spark, AWS EMR, Databricks (preferred)
  • ETL/ELT Design: Pipeline orchestration, incremental vs full loads, data validation
  • API Integration: REST APIs, JSON parsing, pagination, authentication (OAuth2)
  • FHIR Data Handling: Patient, MedicationRequest, Observation, etc.
  • Data Modeling: Relational and semi-structured schema design
  • Data Quality & Validation: Deduplication, reconciliation logic, anomaly detection
  • Streaming vs Batch Processing: Understanding tradeoffs and implementation patterns
  • Storage Technologies: S3, relational DBs, NoSQL basics
  • Performance Optimization: Partitioning, parallelization, query tuning
  • Versioning & Lineage: Data version control, reproducibility of datasets

Benefits

  • Health Care Plan (Medical, Dental & Vision)
  • Retirement Plan (401k)
  • Life Insurance (Basic, Voluntary & AD&D)
  • Paid Time Off
  • Family Leave (Maternity, Paternity)
  • Short Term & Long-Term Disability
  • Training & Development

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