T

Twin Health Tech Stack

Metabolic health platform combining AI with clinical care for chronic disease management

Hospitals and Health Care Menlo Park, California 201–500 employees Founded 2018 Privately Held

Twin Health operates a B2B2C metabolic health platform deployed through employers and health plans, pairing machine-learning personalization with managed clinical services. The tech stack (Spring Boot, Java, Node.js, AWS, Vue/React, Snowflake, dbt) and active projects (ML model development, experiment machine design, AI product lifecycle management) reveal an engineering-heavy focus on personalization and clinical outcomes measurement. Hiring concentration in healthcare (10 roles) and marketing (6) alongside steady infrastructure work suggests scaling toward employer-directed go-to-market while operationalizing clinical delivery.

Tech Stack 26 technologies

Core StackJava JavaScript Node.js AWS Vue Angular React MySQL Docker Stripe Python dbt Workato Snowflake Spring Boot HTML5 CSS Amazon DynamoDB Rivery LinkedIn WhatsApp SQL AWS Security Hub GuardDuty AWS Macie

AdoptingWiz

What Twin Health Is Building

◆Challenges

Ensuring compliance with u.s. gaap
Scaling member care management
Scaling member activation and enrollment
Optimizing onboarding experience
Experiment design and analysis
Ensuring integration reliability
Scaling onboarding process
Complex clinical delivery model
Preparing public company-ready financial reporting
Billing system optimization

▲Active Projects

Integrations with third-party scheduling systems
Technical accounting memos and white papers for new product offerings
Billing operations sop
Agent-driven onboarding experience
Experiment machine design
Ai product lifecycle management
Ml model development for behavior change
Next generation consumer-facing experiences
In-app journeys
Core consumer journeys

Hiring Activity

Steady35 roles · 15 in 30d

Department

Healthcare

10

Marketing

6

Engineering

4

Ops

4

Product

4

Finance

2

Research

2

Sales

2

Seniority

Mid

18

Senior

7

Manager

4

Director

3

Principal

2

Junior

1

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About Twin Health

Twin Health delivers a digital-plus-clinical care model targeting type 2 diabetes, prediabetes, and obesity through an employer or health-plan distribution channel. The core product uses wearable and meal-log data to train personalized metabolic models ('Digital Twin' technology), then combines algorithmic recommendations with synchronous clinical coaching. The company reports clinical validation from major cardiology and endocrinology bodies, with outcome claims tied to medication elimination and A1C reduction. Operations span the US, India, and Estonia across 201–500 employees, with ongoing work on billing infrastructure, onboarding optimization, and compliance readiness.

HeadquartersMenlo Park, California

Company Size201–500 employees

Founded2018

Hiring MarketsUnited States, India, Estonia