Data4Life Tech Stack

Health data platform for clinical research, built on open standards and cloud infrastructure

Research Services Potsdam, Brandenburg 51–200 employees Founded 2017 Nonprofit

Data4Life operates a nonprofit healthtech platform connecting clinical data to research institutions across public health and personalized medicine. The stack reveals infrastructure-first engineering: Kubernetes, Terraform, and PostgreSQL underpin FHIR/DICOM/OMOP CDM interoperability layers, with Python and R for analytics. Active projects around LLM integration, cloud architecture, and data standardization suggest a shift toward AI-assisted clinical workflows—signaling expansion beyond traditional RWD pipelines into agentic research tools.

Tech Stack 40 technologies

Core StackKubernetes Terraform Helm GitHub Actions Prometheus Grafana Elasticsearch Docker PostgreSQL Jira Confluence Python Figma GitHub Vue Tableau SAP React Native Kotlin Open WebUI Scrum Kanban OMOP CDM FHIR DICOM R Vuetify Apache Superset JavaScript/TypeScript HTML+9 more

What Data4Life Is Building

◆Challenges

Software stack maintenance
Data standardization and interoperability
Expanding research partnerships
Operational delivery and ecosystem growth
Complex multi-modal healthcare data
Optimizing financial processes
Budget creation and monitoring
Optimizing analytical workloads at scale
Integrating with partner environments
Modeling clinical data for queryability

▲Active Projects

Kubernetes application tier evolution
Research workload cloud architecture
Ci/cd pipeline automation
Llm infrastructure features for air·ms platform
Integration of fine-tuned medical llms and agentic apis
Software stack maintenance and regulatory compliance extensions
Data2evidence platform
Product initiatives
Research deployments
Ux strategy for data2evidence ingestion workflow

Hiring Activity

Accelerating15 roles · 9 in 30d

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About Data4Life

Data4Life is a German nonprofit healthtech organization working to prepare health data for research in public health and personalized medicine. Founded in 2017 and supported by the Hasso Plattner Foundation, the organization operates a data platform that standardizes clinical records across research partners using FHIR, DICOM, and OMOP CDM standards. The team collaborates with university hospitals, public health institutes, and research institutions in Europe and North America. Headquarters are in Potsdam with additional offices in Berlin and Singapore. The platform surfaces research workloads through Tableau and Apache Superset, with ongoing expansion into LLM-assisted data querying and clinical modeling for at-scale analytical use.

HeadquartersPotsdam, Brandenburg

Company Size51–200 employees

Founded2017

Hiring MarketsGermany, Singapore

Frequently Asked Questions

What is Data4Life's tech stack?

Kubernetes, Terraform, PostgreSQL, Docker, GitHub Actions for orchestration; FHIR, DICOM, OMOP CDM for health data interoperability; Python, R, Vue, React Native for application layers; Tableau and Apache Superset for analytics.