Abacus Insights Tech Stack

Healthcare data platform for payers managing 65+ million members

Software Development Boston, Massachusetts 201–500 employees Founded 2017 Privately Held

Abacus Insights builds data infrastructure for U.S. health insurance payers, with a stack built around Databricks, Snowflake, FHIR, and HL7 v2 to handle interoperability mandates and payment integrity. The hiring mix skews heavily toward data and engineering (12 of 22 open roles), with senior-level dominance (12 senior, 7 mid), signaling investment in platform scale and architectural complexity rather than sales expansion. Active projects center on ingestion frameworks, real-time pipelines, and data modeling—pointing to ongoing infrastructure consolidation as payers shift from siloed systems toward unified, AI-ready data fabrics.

Tech Stack 47 technologies

Core StackDatabricks Snowflake dbt PySpark AWS AWS Lambda HubSpot Apollo.io Jira Confluence Slack Python JUnit MongoDB MySQL Kubernetes Airbyte Apache Airflow FHIR Erwin ER/Studio Spark SQL AWS SQS Google Ads Manager Azure GCP macOS OneDrive pytest HL7 v2+15 more

What Abacus Insights Is Building

◆Challenges

Breaking down data silos
Reducing technology costs and solution redundancy
Clean, connected, reliable healthcare data
Enabling genai use cases
Poor data quality for ai
Improving outcomes
Complex data integration
Compliance with hipaa
Ensuring data quality compliance
Expanding platform adoption

▲Active Projects

End-to-end ingestion frameworks
High-volume batch and real-time data pipelines
Data modeling frameworks
Client data testing engagements
Author project architecture design documents
Global hr operations training
Physical data model optimization
Databricks data model implementation
Data modeling workflow automation
Employee engagement program

Hiring Activity

Accelerating20 roles · 20 in 30d

Department

Data

Engineering

Product

Support

Marketing

Sales

Seniority

Senior

Mid

Manager

Director

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About Abacus Insights

Abacus Insights provides a data usability platform purpose-built for health insurance payers. The company works with payers to manage data across 65+ million members, enabling compliance with CMS interoperability rules, improving risk adjustment and HEDIS/Stars quality scores, and strengthening payment integrity. The platform sits atop a modern cloud stack (Databricks on Snowflake, AWS, Azure, GCP) and ingests healthcare data via FHIR and HL7 v2 standards. Core capabilities include data transformation, clinical data modeling, analytics, and preparation for AI use cases. The company is headquartered in Boston and operates with 201–500 employees.

HeadquartersBoston, Massachusetts

Company Size201–500 employees

Founded2017

Hiring MarketsUnited States, Nepal

Frequently Asked Questions

What tech stack does Abacus Insights use?

Abacus Insights runs on Databricks, Snowflake, AWS (SQS, Lambda), Airbyte, and Apache Airflow for data pipelines. It ingests via FHIR and HL7 v2, transforms with dbt and PySpark, and manages data in MongoDB and MySQL. It uses HubSpot for CRM and Jira/Confluence for engineering operations.

What is Abacus Insights building?

Current project focus includes end-to-end data ingestion frameworks, high-volume batch and real-time pipelines, data modeling workflows, physical data model optimization on Databricks, and client data quality testing engagements to support payer compliance and AI readiness.

How this profile is built

Abacus Insights's technology stack, projects, and hiring signals are inferred from public hiring and company data — career pages, public listings, and company web presence — then clustered and de-duplicated. Figures are estimates that refresh over time. Read our full methodology →

This is not an official vendor or customer list. It is a technology-adoption signal inferred from public data, intended for B2B research.