Jan 2026 – now'26 01 → NOW
EvidenceCare
Software Engineer
United States · Full-time · Remote
U.S. healthtech for clinical decision support.
- Two-way Snowflake ⇄ PostgreSQL pipeline on AWS Glue, live in 4 hospital environments.
- Moved 10+ clinical metrics off a $20K/month Python engine with 99–100% data parity.
- Built a bidirectional data pipeline between Snowflake and PostgreSQL on AWS Glue and CloudFormation, deployed across 4 hospital client environments. Analytics data flows downstream to the app database while client configuration flows upstream to Snowflake.
- Ported 10+ clinical metrics from a legacy Python engine that cost $20K in monthly AWS bills to Snowflake procedures, with data parity validation that matched 99–100%, reducing the company's monthly AWS cost.
- Delivered CareGauge's new orders data pipeline across 3 PostgreSQL schemas and 50+ stored procedures, including 6 processors that ingest live HL7 clinical feeds from hospital systems. Migrated all 6 API services onto it while keeping the existing endpoints backward compatible, so downstream consumers kept working without changes.
- Built a Python service ingesting 947,000 clinical ontology records into PostgreSQL on a monthly refresh, with resumable downloads and job state stored in the database so progress survives container restarts. Deployed it through CloudFormation on scheduled serverless infrastructure inside a private network, with a scoped credentials role and automated status alerts to Teams.
- Snowflake
- PostgreSQL
- AWS
- AWS Glue
- CloudFormation
- Kubernetes
- Python
- TypeScript
- Express
- HL7










