Infermedica Tech Stack

AI symptom checker and clinical decision-support platform for healthcare systems

Hospitals and Health Care Wrocław, Lower Silesia 201–500 employees Founded 2012 Privately Held

Infermedica operates a symptom-analysis and patient-triage engine deployed across hospitals and health systems globally. The stack is Python-heavy (FastAPI, Pandas, NumPy, SciPy) with strong ML infrastructure (Kubernetes, PostgreSQL, Redis), but the active project list reveals a company in compliance and safety mode: model versioning and explainability audits, knowledge-graph integration, AI data-protection legislation alignment, and clinical-soundness assurance all rank above new feature work. Combined with pain points around vendor risk, churn, and low-latency constraints, this signals a maturing medical-device business moving from growth to regulatory and operational rigor.

Tech Stack 22 technologies

Core StackPython FastAPI Pandas NumPy GitLab CI/CD Kubernetes Docker PostgreSQL Playwright Redis Vue SciPy Numba Pytest WebSockets Docker Compose Pylint Mypy Nuxt GCP LiveKit

What Infermedica Is Building

◆Challenges

Complex legal challenges
Reducing customer churn
Ai data protection compliance
Risk assessment processes
Vendor risk assessment
Ensuring safety and clinical soundness
Low latency for real-time interactions
Model versioning and explainability audits
Transitioning to market readiness
Meeting medical audit compliance

▲Active Projects

Internal audit program
Vendor risk assessment process
Compliance with ai and data protection legislation
Build ci/cd pipelines for model versioning
Integrate knowledge graphs into engine
Implement data-driven testing frameworks
Medical agent utilizing text and voice technologies
Mgp api-first b2b platform

Hiring Activity

Accelerating5 roles · 2 in 30d

Department

Engineering

Legal

Customer

Seniority

Senior

Mid

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About Infermedica

Infermedica is a Warsaw-based digital health company that provides AI-powered symptom checking and triage tools used by hospitals, health plans, and care networks. Founded in 2012, the platform has been deployed across 100+ organizations in 35+ countries and supports 26 languages, with a clinical team of over 40 physicians overseeing medical accuracy. The product is built on FastAPI and modern ML infrastructure (Kubernetes, PostgreSQL, GCP) and delivers both a symptom-checker UI (Vue/Nuxt) and an API-first B2B platform. Tools are MDR Class IIb certified in the EU and compliant with HIPAA and GDPR. The engineering team is small and senior-weighted, with current hiring focused on legal and compliance roles, reflecting the operational maturity required for medical-device regulation.

HeadquartersWrocław, Lower Silesia

Company Size201–500 employees

Founded2012

Hiring MarketsPoland

Frequently Asked Questions

What tech stack does Infermedica use?

Python, FastAPI, Pandas, NumPy, SciPy, Kubernetes, PostgreSQL, Redis, Vue, Nuxt, GCP, Docker, and GitLab CI/CD. The stack is optimized for ML model serving and real-time API-driven healthcare workflows.

Is Infermedica a medical device?

Yes. Infermedica's symptom checker and triage modules are MDR Class IIb certified medical devices in the EU and meet HIPAA and GDPR requirements. The platform has completed over 25 million health assessments and maintains clinical oversight from a team of 40+ physicians.