Change Data Capture Jobs

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19d ago

Senior Data Engineer

Everforth San Francisco, CA

San Francisco, CA

19d ago

$160k - $230k/yr Full time Senior Big Data Change Data Capture

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Job Description

Everforth seeks a Senior Data Engineer to design and operate scalable real-time data pipelines and data models that support clinical monitoring and machine learning workflows. The role involves building integrations with electronic health records, medical devices, and hospital systems, deploying in AWS with Snowflake and MySQL, and working in a HIPAA compliant environment.

Summary

In this role, you will design and operate scalable data pipelines and data models to enable both application needs and analytics within a healthcare context. You will collaborate on integrations with EHRs, medical devices, and hospital systems, deploy data infrastructure on AWS using Snowflake and MySQL, and ensure compliance with HIPAA standards.

Responsibilities

Design, build, and maintain scalable data pipelines that ingest data from EHR systems, medical devices, and hospital systems
Develop integrations using APIs, webhooks, and CDC based ingestion patterns
Transform and normalize data for downstream systems such as MySQL and Snowflake
Construct high-throughput, reliable pipelines supporting both real-time and batch workloads
Work with core healthcare data including ADT events, clinical data, and vitals
Collaborate with internal teams and customers on data onboarding and reliability
Design data models to support both application and analytics use cases
Optimize performance and scalability across Snowflake and MySQL
Deploy and operate data systems in AWS
Implement monitoring, logging, and alerting for production pipelines
Support production systems and pursue continuous reliability improvements
Operate within a HIPAA compliant environment with team support
Partner with ML teams on feature pipelines and data quality initiatives

Requirements

5+ years of experience in Data Engineering or Backend Engineering
Strong Python and SQL skills
Experience building production-grade data pipelines end-to-end
Experience with Snowflake and MySQL
Experience with APIs, webhooks, or CDC style ingestion
Experience working in AWS or similar cloud environments
Experience working with sensitive or regulated data is a plus

Technologies

Python
SQL
Snowflake
MySQL
AWS

Benefits

100% company-paid medical, dental, and vision
401(k) with company match
Bonus and equity
Generous PTO
Professional development budget
Company-paid annual retreat

NICE TO HAVE

Exposure to HL7 or FHIR
Experience supporting ML pipelines
Experience with real-time or streaming systems

Why This Role

Direct impact on patient outcomes
Real-time, high-scale data challenges
High ownership environment on a small, strong team
Opportunity to help build out the San Francisco team

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