Evidation Tech Stack

Real-world health data platform with AI-powered insights

Technology, Information and Media San Mateo, California 51–200 employees Founded 2012 Privately Held

Evidation operates a health measurement and engagement platform that ingests real-world data from millions of individuals and translates it into clinical insights and personalized guidance. The tech stack—Rails, React Native, Snowflake, dbt, Kafka, Kubernetes—reveals a full-stack consumer+data infrastructure, now adopting GitHub Copilot. Recent hiring velocity has slowed (1 role posted in 30 days) and remains concentrated in engineering and data, with pain points centered on ELT platform scaling and integrating fragmented healthcare data sources.

Tech Stack 23 technologies

Core StackRuby on Rails React Native AWS Snowflake dbt Apache Airflow Prefect Dagster Kafka Kubernetes Terraform Pulumi Tableau Looker Python Scala Expo Kinesis AWS EKS Streamlit SQL OIDC

AdoptingGitHub Copilot

What Evidation Is Building

◆Challenges

Reducing engineering toil
Accelerating development velocity
Scaling elt platform
Integrating diverse healthcare data sources
Building ai/ml platform capabilities
Complex cross-functional client projects
Budget planning and forecasting
Expanding reach within healthcare industry
Closing multi-year strategic deals
Identifying new market opportunities

▲Active Projects

Ai-assisted development frameworks
Ai tool integration into sdlc
Full stack architecture leadership
Elt platform evolution
Ai/ml platform capabilities
Ai adoption across data engineering
Pre-sales technical validation
Post-sales implementation
Platform integration configuration
Multi-year partnership development

Hiring Activity

Decelerating7 roles · 1 in 30d

Department

Engineering

Data

Product

Sales

Seniority

Senior

Staff

Mid

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About Evidation

Evidation is a digital health company founded in 2012 that measures and improves health outcomes through real-world data collection and analysis. The platform connects directly with individuals to capture everyday health signals, then uses machine learning to convert those signals into actionable insights for patients, providers, and researchers. The company runs a privacy-centric architecture across consumer mobile (Expo, React Native), cloud infrastructure (AWS, Kubernetes), and a modern data stack (Snowflake, dbt, Airflow, Kafka). Active projects span ELT platform evolution, AI/ML capabilities, and pre-sales and post-sales implementation across multi-year healthcare partnerships.

HeadquartersSan Mateo, California

Company Size51–200 employees

Founded2012

Hiring MarketsUnited States

Frequently Asked Questions

What tech stack does Evidation use?

Evidation's stack includes Ruby on Rails and React Native for product, AWS and Kubernetes for infrastructure, Snowflake and dbt for analytics, and Kafka/Kinesis for streaming data pipelines. The company is currently adopting GitHub Copilot for development.

What is Evidation working on?

Current projects include ELT platform evolution, AI/ML platform capabilities, AI-assisted development frameworks, integrating diverse healthcare data sources, and closing multi-year strategic partnerships with healthcare clients.