Florence Healthcare Tech Stack

Clinical trial platform connecting sponsors and sites across 90+ countries

Software Development Atlanta, Georgia 201–500 employees Founded 2014 Privately Held

Florence operates a clinical trial management platform serving 600+ sponsors and 65,000+ study sites globally. The tech stack—Salesforce, Snowflake, dbt, Kafka, PostgreSQL—reflects a data-centric architecture built for real-time visibility and regulatory compliance. Active hiring spans data, engineering, and sales with leadership-level roles, while projects cluster around data mesh, AI-driven pipelines, and BI infrastructure, signaling internal focus on scaling data operations and go-to-market motion in parallel.

Tech Stack 21 technologies

Core StackSalesforce Snowflake dbt Kafka PostgreSQL MongoDB Tableau Python AWS Zendesk GitHub Actions New Relic Pardot 6sense Salesloft R SQL DAX Microsoft Office Google Workspace Git

What Florence Healthcare Is Building

◆Challenges

Clinical operations challenges
Scaling enterprise data platform
Ensuring data governance
Building reliable data products
Improving data quality and reporting efficiency
Identifying data discrepancies across systems
Modernizing clinical trial workflow
Expanding go-to-market capabilities
Ensuring platform reliability
Managing recurring and ad hoc reporting

▲Active Projects

Data mesh implementation
Sitelink implementation on future studies
Data center of excellence
Ai-driven data pipelines
Bi project lifecycle management
Discovery sessions with stakeholders
Building foundational product messaging
Creating sales collateral
Supporting product launches
Ai-driven tooling and automation

Hiring Activity

Accelerating10 roles · 5 in 30d

Department

Data

Engineering

Marketing

Sales

Support

Ops

Seniority

Senior

Director

Mid

Junior

Lead

Manager

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About Florence Healthcare

Florence Healthcare builds a purpose-built platform for clinical trial management, connecting study sponsors with research sites to streamline workflows and improve trial throughput. The platform covers electronic trial master files (eTMF), remote monitoring, regulatory compliance (21 CFR Part 11), and real-time study visibility across a network of 65,000+ connected sites in 90+ countries. Customers range from mid-market sponsors to academic medical centers and cancer research networks. Founded in 2014 and headquartered in Atlanta, the company operates as a privately held firm with 201–500 employees.

HeadquartersAtlanta, Georgia

Company Size201–500 employees

Founded2014

Hiring MarketsUnited States

Frequently Asked Questions

What tech stack does Florence Healthcare use?

Florence's core platform runs on Salesforce, Snowflake, dbt, Kafka, and PostgreSQL, with MongoDB for document storage and Tableau for analytics. The stack also includes Python, R, AWS, and New Relic for monitoring.

Where is Florence Healthcare headquartered?

Florence Healthcare is headquartered in Atlanta, Georgia. All current hiring is in the United States.