Collective Health Tech Stack

Health benefits platform integrating medical, dental, vision, and pharmacy for employers

Hospitals and Health Care San Francisco, California 501–1,000 employees Founded 2013 Privately Held

Collective Health operates a multi-payer benefits platform serving employers and their members. The stack reveals a data-intensive operation (Snowflake, Databricks, BigQuery, dbt, Airflow) combined with heavy conversational AI investment (Dialogflow CX, Google CCAI, newly adopting Gemini and RAG), reflecting active work on member engagement and virtual agent deflection. Engineering and data hiring momentum (19 combined openings) paired with documented pain points around claims processing, member experience, and agent migration suggest the platform is undergoing modernization in both back-office automation and member-facing interactions.

Tech Stack 43 technologies

Core StackSnowflake Databricks BigQuery Python Scala Apache Airflow dbt Vertex AI Jira Java Spring React Angular GitHub Copilot Cursor AWS PostgreSQL MuleSoft RAG SQL Google Cloud Contact Center AI Dialogflow CX Dialogflow Excel Spring Cloud GCP Microsoft Office Google Workspace Gemini AlloyDB+13 more

AdoptingRAG Google Gemini

What Collective Health Is Building

◆Challenges

Process inefficiencies in claims
Improving member engagement
Seamless migration of agents across environments
Engaging diverse digital and lingual needs
Payment inaccuracies across health plan claims
Data lifecycle bottlenecks
Streamlining internal workflows
Technical debt
Tight turnaround times
Accurate provider information

▲Active Projects

Platform services for provider servicing
Api integration with partners
Open enrollment strategy and execution
Omnichannel member engagement strategic plan
Ingestion and transformation pipelines to centralized data warehouse
Conversational flows and virtual agents using dialogflow cx
Dimensional modeling
Vendor tool implementation
Architectural evolution for member support
Conversational ai applications on google ccai platform

Hiring Activity

Steady50 roles · 20 in 30d

Department

Engineering

Marketing

Ops

Data

Support

Legal

Compliance

Seniority

Senior

Staff

Mid

Lead

Junior

Manager

Notable leadership hires: Team Lead, Member Claims Lead

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About Collective Health

Collective Health is a privately held health benefits platform founded in 2013 that consolidates medical, dental, vision, pharmacy, and ancillary program management into a single member-facing experience. The platform targets mid-to-large employers seeking to simplify benefits administration, reduce claims friction, and improve health outcomes. With 501–1,000 employees headquartered in San Francisco, the company operates across provider servicing, member engagement, claims processing, and data warehousing. Current work spans open enrollment strategy, omnichannel member experience, partner API integrations, and claims workflow optimization.

HeadquartersSan Francisco, California

Company Size501–1,000 employees

Founded2013

Hiring MarketsUnited States

Frequently Asked Questions

What tech stack does Collective Health use?

Collective Health uses Snowflake, Databricks, and BigQuery for data warehousing; Python, Scala, SQL, and Java for backend services; React and Angular for frontend; Apache Airflow and dbt for data pipelines; and Dialogflow CX, Google CCAI, and Vertex AI for conversational AI applications.

What is Collective Health working on?

Current projects include omnichannel member engagement, conversational AI agents using Dialogflow CX and Google CCAI, data warehouse ingestion and dimensional modeling, provider servicing platforms, open enrollment strategy, and claims processing optimization.