Healthcare data transformation platform for health plans and providers
HiLabs converts fragmented healthcare data into analytics-ready intelligence for health plans and hospital systems. The tech stack spans Java/Spring + React on AWS/GCP/Azure, with heavy use of batch pipelines (Airflow, Talend, Informatica) and distributed compute (Spark, Flink, Hadoop) — a pattern typical of data-integration platforms. Active hiring skews engineering and data (18 of 28 roles), with leadership gaps in security and product, while projects reveal ongoing investment in cloud-native architecture, observability, and AI-driven data pipelines alongside compliance and sales infrastructure.
Notable leadership hires: Tech Lead
HiLabs is a healthcare data intelligence company founded in 2014 and headquartered in Bethesda, Maryland. It serves health plans and hospital systems by ingesting, cleaning, and modeling healthcare data at scale — converting what it calls 'dirty data' into actionable insights. The company operates a SaaS platform built on cloud infrastructure (AWS, GCP, Azure) with microservices architecture and data pipelines powered by Apache Airflow, Talend, and Informatica. Current challenges center on HIPAA and data-privacy compliance, customer system integration, and scaling both security posture and sales coverage across complex payor and provider channels.
HiLabs runs Java/Spring + React on AWS, GCP, and Azure. Data pipelines use Apache Airflow, Talend, Informatica, Spark, and Flink. Storage includes MySQL, PostgreSQL, MongoDB, Cassandra, and Redshift/BigQuery.
HiLabs is headquartered in Bethesda, Maryland. The company was founded in 2014 and employs 201–500 people.
Other companies in the same industry, closest in size