Dialogue Tech Stack

Virtual care platform delivering clinical services and employee wellness at scale

Health and Human Services Montreal, Quebec 501–1,000 employees Privately Held

Dialogue operates a multi-program virtual care platform (primary care, mental health, EAP, wellness) serving enterprise customers across Canada and the UK. The tech stack is polyglot and operationally mature—SQL, Python, Postgres, Snowflake, dbt, Airflow for data; React, React Native, and Expo for client surfaces; AWS, GCP, Azure for compute—with recent LangChain adoption signaling AI integration into clinical workflows. Hiring is accelerating across 155 open roles, concentrated in engineering (48) and healthcare delivery (42), while active projects cluster around scheduling automation, forecasting, and member experience, suggesting the organization is scaling provider operations and improving conversion.

Tech Stack 32 technologies

Core Stackdbt Apache Airflow HubSpot Asana Snowflake Python PostgreSQL AWS React Kubernetes Terraform Go React Native Salesforce Zoom Temporal TypeScript LangChain FastAPI Django Gong SQL GCP Azure Bash Expo iOS Android Eventbrite Coursera+2 more

AdoptingLangChain

What Dialogue Is Building

◆Challenges

Reducing manual administrative effort
Balancing provider workload
Automating medical processes
Member experience improvement
Complex backend automation
Data reliability and quality
Improving platform reliability
Remediating vulnerabilities across cloud
Employee mental health crises
Improving conversion rates

▲Active Projects

Forecasting pipelines
Scheduling and forecasting system
Client reporting data products
Medical second opinion program
Pipeline development
Next-generation scheduling and automation platform
Serviceos evolution
Optimization engines
Lab reconciliation
Member experience research & strategy projects

Hiring Activity

Accelerating160 roles · 70 in 30d

Department

Engineering

Healthcare

Support

Data

Sales

Marketing

Ops

Seniority

Mid

Senior

Staff

Junior

Manager

Director

Lead

Notable leadership hires: Sales Director

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About Dialogue

Dialogue is a virtual care provider based in Montreal serving mid-market and enterprise organizations with integrated health and wellness programs. The platform delivers clinical services across primary care, mental health support, employee assistance, and wellness coaching, with operations in Canada and the UK. The company operates a distributed team of health professionals and engineers; the relatively balanced hiring split between clinical staff (healthcare, support) and technical roles (engineering, data) reflects a provider-plus-platform business model. Infrastructure spans multiple cloud providers (AWS, GCP, Azure) and uses Snowflake and Airflow for data pipelines, supporting both real-time member interactions and analytics for employer reporting.

HeadquartersMontreal, Quebec

Company Size501–1,000 employees

Hiring MarketsCanada

Frequently Asked Questions

What tech stack does Dialogue use?

Dialogue uses Python, SQL, React, and React Native for application logic; Postgres and Snowflake for data storage; Airflow and dbt for ETL and transformation; AWS, GCP, and Azure for cloud infrastructure; Kubernetes for orchestration; and recently adopted LangChain for AI integration.

What is Dialogue working on?

Active projects include a next-generation scheduling and automation platform, forecasting pipelines, medical second opinion programs, client reporting data products, and member experience research—reflecting a focus on scaling provider operations and improving clinical delivery and engagement.