Resumen del rol

Lead Data Engineer

Requisitos y responsabilidades

Contenido del rol extraído en secciones para revisar más rápido.

Architecture & Strategy

  • Lead design and evolution of our cloud-native data platform built primarily on Google Cloud Platform, including BigQuery, Cloud Storage, Pub/Sub, Cloud Run, Airflow (Cloud Composer), and Healthcare API.
  • Inform strategic decisions around multi-cloud or AWS interoperability when needed.
  • Establish data engineering best practices, coding standards, and architectural patterns.

Pipeline Development

  • Build scalable ETL/ELT pipelines using dbt for transformations and Airflow for orchestration.
  • Develop ingestion pipelines for clinical and administrative data in HL7, FHIR, DICOM, and custom formats.
  • Develop ingestion and transformation pipelines to be used for AI/ML development and model training.
  • Implement streaming and batch dataflows using Pub/Sub, Dataflow, and serverless compute.
  • Support or guide integrations with AWS-based partner systems or AWS-hosted data sources when applicable.

Data Modeling & Warehousing

  • Design and maintain BigQuery datasets, semantic layers, and warehouse structures.
  • Leverage industry standards such as FHIR resources for canonical healthcare models.
  • Provide guidance on data modeling and warehouse best practices across both GCP and AWS ecosystems.

Data Quality, Observability & Governance

  • Implement data quality frameworks, automated testing, and monitoring.
  • Ensure HIPAA compliance and proper handling of PHI/PII across all pipelines and cloud environments.
  • Drive lineage, documentation, metadata governance, and dbt docs adoption.

Leadership & Collaboration

  • Partner with analytics, product, clinical informatics, and security teams to deliver high-quality, trustworthy data products.
  • Provide oversight and technical direction for multi-cloud data integrations with AWS-based systems or partners.
  • Assist in the recruitment and development of junior data engineers

Requirements

  • 7+ years of data engineering experience; 2–3+ years in a lead or senior technical role.

Requirements

  • Deep, hands-on expertise in GCP, particularly:
  • BigQuery
  • GCP Healthcare API (FHIR and DICOM stores)
  • Cloud Storage, Pub/Sub, Cloud Run/Functions
  • Strong proficiency with:
  • dbt (Core or Cloud)
  • Airflow (Cloud Composer or self-managed)
  • Python and advanced SQL (BigQuery preferred)
  • Hands-on experience with healthcare standards:
  • FHIR (R4/US Core), HL7 v2/v3, DICOM, C-CDA, X12
  • Strong understanding of PHI handling, HIPAA compliance, and healthcare interoperability.

Details

  • BigQuery
  • GCP Healthcare API (FHIR and DICOM stores)
  • Cloud Storage, Pub/Sub, Cloud Run/Functions
  • dbt (Core or Cloud)
  • Airflow (Cloud Composer or self-managed)
  • Python and advanced SQL (BigQuery preferred)
  • FHIR (R4/US Core), HL7 v2/v3, DICOM, C-CDA, X12
  • Redshift, Lambda, S3, Glue, Kinesis, Athena, API Gateway, Step Functions

Preferred

  • AWS experience, especially with:
  • Redshift, Lambda, S3, Glue, Kinesis, Athena, API Gateway, Step Functions
  • Experience building or maintaining multi-cloud pipelines bridging GCP and AWS.
  • Background with Dataflow/Beam or other stream processing frameworks.
  • Experience working with EHR integrations, claims processing, HIEs, or clinical data networks.
  • Familiarity with ML-enabled data pipelines or feature engineering in healthcare contexts.

Benefits:

  • Competitive salary and benefits package.
  • Flexible working arrangements (remote or hybrid options available).
  • The opportunity to work on life-changing AI technology that directly impacts patient outcomes.
  • Join a team that combines cutting-edge innovation with a mission to save lives and improve health equity.
  • Continuous learning opportunities with access to the latest tools and advancements in AI and healthcare.
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FocoData EngineeringÁrea del rol
Señal de senioritySeniorNivel del candidato
StackAWS, GCP, PythonSkills principales
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