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Commence Tech Stack

Healthcare data platform for value-based care and utilization review

Technology, Information and Internet Virginia Beach, Virginia 501–1,000 employees Privately Held

Commence operates a healthcare analytics and case-management platform serving federal and commercial health programs. The stack—Databricks, Spark, Delta Lake, Airflow, Redshift, and AWS services—reveals a data-heavy, pipeline-first architecture built for large-scale health data transformation. Current projects (scalable ingestion into Delta Lake, remote case reviews, appeals processing) and hiring velocity (22 roles in 30 days, heavily weighted toward healthcare and data talent) indicate rapid scaling of clinical operations and ML-driven automation rather than core platform expansion.

Tech Stack 39 technologies

Core StackDatabricks Apache Spark Delta Lake Apache Airflow .NET React Bootstrap Python PHP Laravel C# AWS Node.js AWS Lambda AWS RDS JavaScript Kubernetes SQL Server PostgreSQL MongoDB Redshift AWS Glue Scala LinkedIn Amplify AWS SNS OpenSearch Athena R Deltek Costpoint+9 more

What Commence Is Building

◆Challenges

Maintaining required timeliness and accuracy
Improve program integrity
Ensuring compliance with hipaa
Identifying new opportunities
Expanding reviewer network
Identifying quality issues
Billing discrepancies
Compliance with fedramp, hipaa, fisma
Scaling analytics and ai/ml use cases
Modernizing healthcare delivery

▲Active Projects

Utilization review
Remote case reviews for military members
Appeals and hearings review
Scalable ingestion pipelines into delta lake
Pilot design for state health initiatives
Launch customer-facing tools for providers and beneficiaries
Developing communication materials and campaigns
Increasing provider compliance with moa process
Platform maturity
Growth strategy implementation

Hiring Activity

Accelerating45 roles · 20 in 30d

Department

Healthcare

12

Data

6

Sales

5

Engineering

4

Finance

3

Support

3

HR

2

Ops

2

Seniority

Senior

21

Mid

9

Junior

5

Director

4

Lead

2

Notable leadership hires: Program Director, Product Director, Medical Director

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About Commence

Commence delivers value-based care solutions and utilization review platforms to federal and commercial health plans. The company processes medical records, manages peer reviews, and executes appeals/hearings workflows—operational functions that sit at the intersection of clinical expertise and data infrastructure. With 501–1,000 employees, a healthcare-dominant hiring mix, and active projects spanning remote case reviews, compliance automation, and provider-facing tools, Commence is scaling clinical capacity and program delivery. The technology foundation (Databricks, Delta Lake, Airflow) supports real-time data pipelines and analytics at healthcare scale, while compliance requirements (HIPAA, FedRAMP, FISMA) shape architecture and hiring priorities.

HeadquartersVirginia Beach, Virginia

Company Size501–1,000 employees

Hiring MarketsUnited States, Switzerland

Frequently Asked Questions

What tech stack does Commence use?

Databricks, Apache Spark, Delta Lake, Airflow for data pipelines; React, .NET, Node.js for application layer; AWS (RDS, Lambda, Redshift, Glue, Athena) for cloud infrastructure; PostgreSQL, MongoDB, SQL Server for data storage.