Senior Engineer – Ingestion & Streaming Frameworks

🕒 May 22

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Datavant

201 - 500 employees

Founded 2017

⚕️ Healthcare Insurance

☁️ SaaS

🏢 Enterprise

💰 $40M Series B on 2020-10

Healthcare Insurance • SaaS • Enterprise

Datavant is a company that provides a platform and network focused on making health data secure, accessible, and usable across the healthcare ecosystem. With a focus on data connectivity and interoperability, Datavant facilitates the movement of healthcare records across a vast network of organizations, including hospitals, clinics, health systems, and data partners. Their suite of products and solutions covers areas such as health data exchange, data transformation, and privacy compliance, serving various clients including health plans, healthcare providers, life sciences, and government organizations. Datavant's mission is to advance human health through improved data exchange and analytics.

📋 Description

• Design, build, and operate the ingestion frameworks that pull data from operational databases, vendor APIs, document streams, and third-party feeds into Snowflake, Iceberg, and Databricks • Own and evolve the ingestion stack (AWS DMS, MWAA / Airflow, Fivetran) and design new patterns for API sources • Build self-service tooling so product engineers can onboard new sources without becoming experts in our infrastructure • Write and review the Terraform behind our ingestion infrastructure • Partner with product, data, and analytics teams to pick the right ingestion pattern for each source and stand it up end-to-end • Lead production troubleshooting and incident response, and turn each incident into a durable platform fix • Raise the bar on engineering quality, observability, cost discipline, and security in everything the team ships • Mentor mid-career engineers and pull peers along through code review, pairing, and design feedback

🎯 Requirements

• 6+ years in data engineering, platform engineering, or data-focused software engineering • 3+ years of hands-on AWS with real strength in networking (VPC, subnets, routing, PrivateLink, security groups), IAM (roles, policies, permission boundaries), and the data services this role touches • 2+ years writing production Terraform or equivalent IaC • 1+ years building self-service tooling, internal platforms, or paved-path frameworks • Strong SQL skills and the ability to reason about how data physically lives in a warehouse or lake • Production experience with Snowflake or an equivalent cloud data warehouse and a workflow orchestrator (Airflow / MWAA preferred) • Hands-on experience with at least one ingestion approach: CDC tooling (DMS, Debezium), managed connectors (Fivetran, Airbyte), or rolling your own pipelines for API sources • Solid CI/CD discipline in GitHub or equivalent • AI-native working style: daily use of Claude Code, Cursor, Copilot, or equivalent • Working knowledge of Python is expected; mastery isn’t the bar • Clear written and verbal communication, especially in async, remote settings.

🏖️ Benefits

• Health insurance • 401(k) matching • Flexible work hours • Paid time off • Remote work options

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