Recourse Health
Engineer, Data & Integrations
San Francisco, United States · On-site · Full-time · Posted Jul 29, 2026
- Experience
- 4+ years building data pipelines, integrations, or backend systems in production.
About the job
Own the ingestion, parsing, integration, and validation systems that turn messy healthcare data into trustworthy records for dispute processing.
What you'll do
- Build and maintain ingestion pipelines for 835 and 837 files; parse scanned EOBs using OCR and LLM-assisted extraction.
- Build customer-system, SFTP, clearinghouse, and eligibility-service integrations; design the underlying data model.
- Develop validation and reconciliation systems, resolve inconsistent extraction results, and work with operations on real-world data.
What they ask for
- 4+ years building production data pipelines, integrations, or backend systems.
- Strong SQL and data modeling skills, plus experience parsing, extracting, validating, or reconciling messy real-world data.
- Comfort with TypeScript or Python.
- Hands-on experience using LLMs for structured extraction from unstructured sources.
Nice to have
- Experience in regulated or security-sensitive environments, such as HIPAA, SOC 2, PCI, or financial controls.
- Healthcare data experience, including EDI, X12, 835/837, HL7, FHIR, clearinghouses, or revenue cycle systems.
Tools
TypeScript, Next.js, Prisma, PostgreSQL, Google Cloud, Claude Code, Codex, Python
AI focus
Use LLM-assisted extraction and reasoning to parse unstructured healthcare documents, with emphasis on reliable, consistent results.
Model-written summary · the original posting is authoritative