T

Target RWE Tech Stack

Real-world clinical evidence platform for drug efficacy and safety studies

Biotechnology Research Durham, North Carolina 51–200 employees Founded 2015 Privately Held

Target RWE aggregates longitudinal health-system data to generate clinical evidence for pharmaceutical and biotech sponsors. The stack reflects a mature data engineering operation: Epic/Cerner connectors, FHIR/HL7 data pipelines, R/Python analytics, Spark/Dask distributed processing, and multi-cloud infrastructure (AWS/GCP/Azure). Hiring is heavily skewed toward data roles (11 of 19 open positions), with nearly all at senior and lead levels—a pattern that signals scaling data ingestion and validation challenges. Recent acquisition by Highlander Health (January 2025) is expanding capacity to run prospective studies alongside retrospective analysis.

Tech Stack 28 technologies

Core StackSalesforce Epic Systems Python AWS GitLab GitHub Actions Langchain Apache Spark Docker Terraform CloudFormation Puppet Ansible PostgreSQL Sage Intacct Google Workspace Cerner FHIR HL7 R SQL GCP Azure LangGraph Dask Chef Salt Git

What Target RWE Is Building

◆Challenges

Ensuring compliance with us gaap
Data ingestion efficiency
Building scalable data validation processes
Ensuring data quality for regulatory use
Scalable data curation
Ambiguous data challenges
Improving office processes
Scaling operations through replicable processes
Optimizing unit economics and throughput
Mitigating financial risk

▲Active Projects

Real-world evidence generation platform
Prospective clinical trials data ingestion
Novel evidence-generation infrastructure
Retrospective and prospective study design
Development of new research variables
Application portfolio evolution
Analytic modules and workflows across therapeutic areas
Company-wide compliance system
Scalable operational processes
Annual and quarterly planning processes

Hiring Activity

Accelerating20 roles · 10 in 30d

Department

Data

11

Product

3

Ops

2

Executive

1

Finance

1

Security

1

Seniority

Senior

9

Lead

6

Mid

4

Notable leadership hires: Science Head, Project Lead

Company intelligence

Find more companies like Target RWE by tech stack, pain points and active projects

Get started free

About Target RWE

Target RWE builds infrastructure for real-world evidence generation, partnering with health systems and key opinion leaders to produce clinical data products in hepatology, gastroenterology, and dermatology. The platform ingests longitudinal patient records from EHR systems, applies epidemiological methods to derive safety and efficacy insights, and supports both retrospective data analysis and prospective clinical trial enrollment. The company operates a multi-stakeholder model: health systems provide data access, research partners design studies, and commercial sponsors fund evidence generation. Founded in 2015 and based in Durham, North Carolina, Target RWE now operates under Highlander Health's ownership.

HeadquartersDurham, North Carolina

Company Size51–200 employees

Founded2015

Hiring MarketsUnited States

Frequently Asked Questions

What is Target RWE's tech stack?

Core tools: Epic/Cerner EHR connectors, FHIR/HL7 data standards, R and Python for analytics, Apache Spark/Dask for distributed processing, PostgreSQL for storage, AWS/GCP/Azure for cloud infrastructure, and Salesforce for business operations.

What therapeutic areas does Target RWE focus on?

Currently active in hepatology (NASH, HCC, chronic hepatitis B), gastroenterology (IBD, PBC), and dermatology (immune-mediated inflammatory skin conditions, asthma). The company plans to expand into additional therapeutic areas.