I

IMO Health Tech Stack

Clinical data intelligence platform powered by AI and medical terminology

IT Services and IT Consulting Rosemont, IL 201–500 employees Founded 1994 Privately Held

IMO Health structures and operationalizes clinical data using AI and proprietary medical terminology expertise. The tech stack—Python, Java, PostgreSQL, Apache Spark, AWS/Azure, and emerging LLM integrations—reflects an engineering-heavy org scaling inference pipelines and production ML systems. Active projects center on moving AI prototypes into production and virtualizing vast medical terminology datasets, while pain points cluster around model drift, technical debt, and the prototype-to-production transition, suggesting infrastructure maturation is the current bottleneck.

Tech Stack 27 technologies

Core StackAWS Docker Kubernetes Python Java Jenkins PostgreSQL JavaScript Angular TypeScript C# .NET Go GraphQL ASP.NET Apache Spark AWS Glue Terraform Salesforce Azure SHACL AWS ECS Git SQL SPARQL Octopus Deploy Microsoft Office

What IMO Health Is Building

◆Challenges

Scaling ai models to production
Model drift detection
Reducing technical debt
Clinical interoperability
Prototype to production transition
Virtualizing huge volumes of medical terminology
Improving data delivery
Scaling data pipelines
Optimizing data architecture
Scaling database footprint

▲Active Projects

Cloud-based infrastructure for ai models
Scalable inference pipelines for clinical ai
Ci/cd pipeline optimization for ml
Terminology search platform
Ai prototype production transition
Llm integration into clinical products
Ci/cd pipelines for ml models
Ai-driven meta-analysis tools
Virtualizing complex medical terminology
Scalable ai/ml prototype deployment

Hiring Activity

Steady50 roles · 15 in 30d

Department

Engineering

24

Sales

11

Data

6

Product

4

HR

1

Seniority

Senior

17

Mid

10

Staff

10

Director

4

Intern

3

Junior

2

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About IMO Health

IMO Health is a clinical data intelligence company serving healthcare providers, health tech vendors, payers, and drug discovery teams. Founded in 1994 and headquartered in Rosemont, IL, the company has built a proprietary layer that captures and encodes patient encounters using controlled medical terminology (ICD-10, SNOMED) and AI-driven analysis. The product suite spans clinical data structuring, interoperability mapping, population health analytics, and now AI-powered applications including LLM integration and meta-analysis tools. The engineering team is actively hiring across ML/infrastructure, data, and sales roles.

HeadquartersRosemont, IL

Company Size201–500 employees

Founded1994

Hiring MarketsUnited States

Frequently Asked Questions

What is IMO Health's tech stack?

Core stack includes Python, Java, PostgreSQL, Apache Spark, AWS/Azure, Docker, Kubernetes, and GraphQL. Recent additions: LLM integrations, SPARQL/SHACL for semantic reasoning, Terraform for infrastructure, and Jenkins/Octopus for CI/CD pipeline automation.

What engineering roles is IMO Health hiring for?

51 active roles across the company. Engineering represents the largest department (24 openings) with a split between senior, mid, and staff-level positions, plus 4 director-level roles and a few junior/intern slots. Hiring is US-based and ongoing.

What is IMO Health working on?

Primary projects: scaling AI models to production, building inference pipelines for clinical AI, deploying LLMs into clinical products, CI/CD optimization for ML, and virtualizing complex medical terminology at scale. Also developing terminology search platforms and AI-driven meta-analysis tools.