Change Data Capture Developer Jobs

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9d ago

Senior Data Engineer

Everforth San Francisco, CA

San Francisco, CA

9d ago

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

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Job Description

This onsite Senior Data Engineer role at Everforth, based in San Francisco, CA, focuses on designing and operating scalable, real-time data pipelines and data models to support clinical monitoring and ML workflows. You will build integrations with EHRs, medical devices, and hospital systems, deploy in AWS with Snowflake and MySQL, and work within a HIPAA-compliant environment.

Responsibilities

Design, implement, and maintain scalable data pipelines that ingest data from EHR systems, medical devices, and hospital information systems
Develop integrations using APIs, webhooks, and CDC-style ingestion patterns
Transform and normalize data for downstream platforms such as MySQL and Snowflake
Create high-throughput, reliable pipelines that support both real-time streaming and batch processing
Handle core healthcare data including ADT events, clinical data, and vital signs
Collaborate with internal teams and customers to onboard data and improve reliability
Design data models that serve both application needs and analytics use cases
Optimize performance and scalability across Snowflake and MySQL environments
Deploy and operate data systems within AWS
Implement monitoring, logging, and alerting for production pipelines
Maintain production systems and continuously improve reliability
Work within a HIPAA-compliant setting with team support
Collaborate with machine learning teams on feature pipelines and ensuring data quality

Requirements

Minimum five years of experience in data engineering or backend development
Proficiency in Python and SQL
Proven experience building end-to-end production-grade data pipelines
Hands-on experience with Snowflake and MySQL
Experience with APIs, webhooks, or CDC-style ingestion
Experience operating in AWS or equivalent cloud environments
Experience handling sensitive or regulated data is a plus

Technologies

Python
SQL
Snowflake
MySQL
AWS

Benefits

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

Nice to Have

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

Why This Role

Direct impact on patient outcomes through data-driven solutions
Engagement with real-time, large-scale data challenges
High-ownership environment within a small, capable team
Opportunity to help build out the San Francisco team

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