Aptitude Health Tech Stack

Evidence-based intelligence platform for oncology and hematology drug development

Hospitals and Health Care Atlanta, GA 51–200 employees Founded 2004 Privately Held

Aptitude Health connects life science companies with disease-state expertise and clinical evidence to accelerate oncology and hematology drug development. The company is building a healthcare data lake on AWS (Glue, Redshift, Athena, Lambda) while upgrading core financial systems to Sage Intacct and Dynamics 365—a shift toward cloud-native infrastructure and tighter finance-ops integration. Hiring velocity is accelerating across data and finance roles, reflecting the platform expansion and regulatory rigor required in clinical-stage decision support.

Tech Stack 16 technologies

Core StackAWS AWS Glue AWS Lambda Python Amazon Redshift Amazon Athena SQL PowerPoint Excel Word Outlook Concur Intacct Microsoft 365

AdoptingDynamics 365 Sage Intacct

What Aptitude Health Is Building

◆Challenges

Reliable data pipelines
Compliance requirements and controls
Optimizing use of healthcare real-world data
Maintaining platform performance, security, and compliance
Process improvements to enhance efficiency
Financial risk reduction

▲Active Projects

Healthcare data lake/warehouse
Oncojourney
Data ingestion pipelines
Financial system enhancements and implementations

Hiring Activity

Accelerating8 roles · 7 in 30d

Department

Data

Finance

Marketing

Ops

Sales

Support

Seniority

Mid

Senior

Junior

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About Aptitude Health

Aptitude Health provides evidence-based solutions for oncology and hematology innovation across the drug development lifecycle. The company serves global life science firms seeking to identify, develop, and commercialize treatments, offering access to disease-state experts, healthcare professionals, and clinical knowledge synthesis. Core capabilities include scientific value proposition development, publication planning, KOL management, and congress support. The company operates from Atlanta with 51–200 employees and is investing in data infrastructure (healthcare data lake, ingestion pipelines) and financial system modernization to handle compliance, real-world data optimization, and operational scale.

HeadquartersAtlanta, GA

Company Size51–200 employees

Founded2004

Hiring MarketsUnited States

Frequently Asked Questions

What tech stack does Aptitude Health use?

AWS ecosystem (Glue, Redshift, Athena, Lambda), Python, SQL, Microsoft 365, and financial systems (Sage Intacct, Dynamics 365). The company is actively adopting Sage Intacct and Dynamics 365 for finance and operations.

What is Aptitude Health working on?

Active projects include a healthcare data lake/warehouse, oncojourney platform, data ingestion pipelines, and financial system enhancements—supporting reliability, compliance, and real-world data optimization.