SpectraMedix Tech Stack

Clinical analytics platform for value-based healthcare contracts

Software Development East Windsor, NJ 51–200 employees Founded 2009 Privately Held

SpectraMedix delivers clinical analytics to healthcare organizations managing value-based payment contracts. The tech stack is Java/Spring/React with PostgreSQL and MongoDB, but the org is actively migrating legacy Java pipelines to Databricks—a shift that signals movement toward larger-scale data processing and real-time analytics. Hiring momentum is accelerating in engineering and data roles, with three lead-level positions open, suggesting they're building out capability to operationalize this transition.

Tech Stack 39 technologies

Core StackJava React JavaScript MySQL PostgreSQL MongoDB Docker Maven AWS Kubernetes Jest Cypress Hibernate Spring Boot HTML5 CSS Git Gradle GCP Azure SQL Jakarta EE Spring MVC Spring Security Spring Batch JAX-RS JAX-WS XML JSON JSP+8 more

AdoptingDatabricks

ReplacingJava

What SpectraMedix Is Building

◆Challenges

Optimizing databricks workloads
Improving clinical operational financial performance
Migrating legacy java pipelines
Handling large data volumes
Tight deadlines
Migrating legacy data pipeline to databricks
Optimizing databricks job performance
Transition to value-based payment model
Value-based care contracts

▲Active Projects

Databricks proof-of-concept initiatives
Migration of legacy java pipelines to databricks
Implement medallion architecture with delta lake

Hiring Activity

Accelerating7 roles · 4 in 30d

Department

Engineering

Data

Seniority

Lead

Senior

Mid

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About SpectraMedix

SpectraMedix provides clinical analytics and financial modeling software to health systems and health plans operating under value-based care contracts. The platform ingests real-time and retrospective clinical data, then surfaces actionable metrics tied to CMS performance programs (risk adjustment, quality reporting, financial incentives). The company was founded in 2009 and operates from East Windsor, NJ with 51–200 employees. Current development focus centers on migrating batch pipelines to Databricks and implementing a medallion architecture with Delta Lake to handle growing data volumes and tighter performance requirements.

HeadquartersEast Windsor, NJ

Company Size51–200 employees

Founded2009

Hiring MarketsIndia, United States

Frequently Asked Questions

What tech stack does SpectraMedix use?

Java, Spring Boot, React, PostgreSQL, MongoDB, Docker, Kubernetes, AWS, GCP, and Azure. Currently adopting Databricks while moving away from legacy Java pipelines.

What is SpectraMedix working on?

Databricks proof-of-concept, migration of legacy Java pipelines to Databricks, and implementation of medallion architecture with Delta Lake for clinical data processing.