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Probably Genetic Tech Stack

AI-powered rare disease diagnosis platform connecting undiagnosed patients to testing and treatment

Biotechnology Research San Francisco, California 11–50 employees Privately Held

Probably Genetic operates a diagnostic platform combining symptom-checking ML models, direct-to-consumer genetic testing, and treatment matching for rare disease patients. The tech stack (Python, Django, PostgreSQL, React, TypeScript, HL7, FHIR) reflects a regulated healthcare build with clinical interoperability standards. Active hiring is concentrated in marketing and data roles, while infrastructure challenges around patient engagement and scaling suggest the company is balancing rapid patient acquisition with backend stability.

Tech Stack 13 technologies

Core StackPython Django PostgreSQL AWS Terraform GitHub Actions React TypeScript Iterable Zapier SQL HL7 FHIR

What Probably Genetic Is Building

◆Challenges

Low patient engagement
Critical infrastructure support
Automate business processes
Growing data needs
Increasing research enrollment conversion rates
Scaling systems for global markets
Operating in regulated environment

▲Active Projects

Ai-enabled patient experience
Genetic sequencing workflows
Critical infrastructure for patient intelligence platform
Data engineering architecture
Aws terraform infrastructure
Customer data pipeline design
Email journeys and campaigns
Automation workflows
Patient advocacy program
Patient engagement campaigns

Hiring Activity

Steady6 roles · 2 in 30d

Department

Marketing

3

Engineering

2

Data

1

Seniority

Senior

4

Lead

1

Manager

1

Notable leadership hires: Head of Marketing

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About Probably Genetic

Probably Genetic helps undiagnosed rare disease patients obtain genetic testing and diagnosis within weeks instead of the typical 5–7 year diagnostic odyssey. The platform integrates three core functions: an AI-powered symptom checker, direct-to-consumer genetic testing (often subsidized through partnerships with drug developers), and connections to treatments and advocacy communities. The company operates under strict regulatory constraints (HIPAA, CLIA) and targets a market of approximately 200 million undiagnosed rare disease patients globally, with particular focus on pediatric cases. Revenue flows through both patient acquisition and sponsored testing programs funded by pharmaceutical partners.

HeadquartersSan Francisco, California

Company Size11–50 employees

Hiring MarketsUnited States

Frequently Asked Questions

What tech stack does Probably Genetic use?

Python, Django, PostgreSQL, React, TypeScript, AWS, Terraform, GitHub Actions, plus healthcare standards (HL7, FHIR). Iterable and Zapier handle patient communication and workflow automation.

What is Probably Genetic building right now?

AI-enabled patient experience, genetic sequencing workflows, customer data pipelines, email campaigns, and patient advocacy programs. Current focus areas include automating business processes and scaling infrastructure for global markets.