- Design,
build, and maintain scalable batch and streaming pipelines using Google
Cloud Dataflow, Google Cloud Datastream, Airbyte, and orchestration tools
(Airflow/Prefect/Dagster).
- Develop
and optimize ETL/ELT processes across AWS Postgres, Google FHIR Store, and
Google BigQuery.
- Build
and maintain unified data models that integrate multiple healthcare data
sources (EHR/FHIR, claims/X12, ADT/HL7, CRM, transactional Postgres, Tuva,
and third-party APIs).
- Implement
dbt/OBT transformations to create curated semantic layers for AI/LLM, BI,
and predictive analytics.
- Ensure
data quality, lineage, validation, and governance while maintaining HIPAA
compliance and PHI/PII security.
- Collaborate
with AI/ML engineers, BI developers, and product teams to enable
data-driven features, dashboards, and predictive models.
- Implement
monitoring, anomaly detection, and pipeline optimization for performance,
reliability, and cost efficiency.
- Participate
in architecture discussions, code reviews, and mentoring, setting best
practices for data engineering.

Requirements
- Bachelor’s




or Master’s degree in Computer Science, Data Engineering, or related
field.
- 5+
years of hands-on experience in data engineering (cloud-native
environments preferred).
- Robust
proficiency in SQL and Python for data engineering workflows.
- Proven
experience with:
- Google
Cloud Dataflow, Datastream, or Airbyte (streaming & ingestion
pipelines)
- AWS
Postgres (transactional & analytical use cases)
- Google
FHIR Store (FHIR APIs & EHR ingestion)
- Google
BigQuery (large-scale data warehouse/lakehouse)
- dbt/OBT
for transformations and modeling
- Experience
designing and maintaining unified data models from heterogeneous
healthcare data sources.
- Familiarity
with healthcare data standards: HL7, FHIR, X12 EDI (837/835), ICD, SNOMED,
ADT, CCD/CCDA.
- Experience
ensuring HIPAA-compliant data handling, governance, and observability.
- Knowledge
of data modeling (star/snowflake schemas) and cloud-nat

📌 Data Engineer (Haveli)
🏢 Fold Health
📍 Haveli