Senior Data Engineer

Overview

At OnMed our purpose is simple but powerful: to improve the quality of life and sense of well-being in our communities by bringing access to healthcare to everyone, everywhere. Our path to everywhere has begun with our innovative Care Station, a small but mighty Clinic-in-a-Box, bringing healthcare access anywhere with an outlet to plug it in. Poised to become a key component in America's public health infrastructure, the OnMed Care Station is the only tech-enabled, human-led, hybrid care solution that combines the comprehensive experience, trust and outcomes of a clinic with the rapid scalability of virtual care.

At OnMed, every role, every day, directly impacts the communities we serve. You’ll join a high-performing, purpose-driven team innovating to break down barriers that keep people from the care they need. This is not just a job — it’s a movement to bring healthcare where and when people need it most.

This description retains the original language, focusing on the role and organization without extraneous boilerplate.

Who You Are

You are a senior-level Data Engineer and integration architect experienced in designing and scaling enterprise data platforms in cloud-first environments. You bring deep expertise in Databricks and Microsoft Azure and have led the architecture, optimization, and governance of modern data ecosystems. You think beyond pipelines — you design resilient, scalable data platforms that power analytics, interoperability, and operational systems. You are comfortable operating at both the strategic architecture level and the hands-on engineering level and thrive in high-growth environments, motivated by leveraging data to expand access to quality healthcare.

Role Responsibilities

• Architect, design, and scale enterprise-grade data solutions using Databricks and Azure cloud services.
• Own and evolve the Databricks environment, including performance optimization, cost management, governance, and security controls.
• Define long-term data architecture strategy aligned to business growth and healthcare compliance, and the evolution of OnMed's Care Station and Home Station platforms.
• Establish data modeling standards, metadata management practices, and scalable ETL/ELT frameworks.
• Serve as lead integration architect across all system interfaces and API-driven data exchanges.
• Design and optimize integration patterns using Azure Data Factory, Azure API Management, and event-driven architectures.
• Ensure reliable, secure, and scalable interoperability between internal systems, third-party platforms, and healthcare data sources — including HL7/FHIR-based integrations with EHR and clinical systems.
• Oversee monitoring, observability, and fault tolerance across all integration touchpoints.
• Build and optimize high-performance, scalable data pipelines in Databricks using Python and SQL.
• Design and implement advanced data transformations and complex query optimization.
• Implement automated testing, validation frameworks, and data quality controls to ensure pipeline reliability.
• Drive CI/CD practices and infrastructure-as-code principles for data platform management.

Governance, Security & Compliance

• Establish and enforce data governance standards using Databricks Unity Catalog, including lineage tracking, auditing, and role-based access controls.
• Ensure compliance with healthcare data privacy and security regulations including HIPAA, HITRUST, and SOC 2 requirements.
• Implement role-based access, encryption standards, and secure API management and access controls for PHI/PII data handling.

Cross-Functional Leadership

• Partner with BI, analytics, product, and engineering teams to translate business needs into scalable data solutions.
• Provide architectural guidance and mentorship to junior engineers and analysts.
• Influence data strategy at the leadership level through proactive recommendations and roadmap planning.
• Communicate technical concepts clearly to non-technical stakeholders including clinical, operational, and executive audiences.

Knowledge, Skills & Abilities

• Experience operating in regulated industries; healthcare (HIPAA, HITRUST, SOC
  2) strongly preferred.
• Deep expertise in Databricks:
  Delta Lake,…