Iterative Health
Medical AI · Clinical Trial Sites & Recruitment

Iterative Health tech stack

Iterative Health builds mostly with Python, SQL, Java, PowerShell. Its stack also includes GCP, AWS, Amazon Redshift, Google BigQuery. GCP is named in 60 of the 74 job postings Iterative Health published in the last 12 months (81%). Counted by Alion from the job postings of Iterative Health, updated Nov 14, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 14, 2026
Technologies in use
38
Postings analysed
74
Open now
38
Modernity
82 /100

What programming languages does Iterative Health use?

Python is named in 8% of job postings at Iterative Health, followed by SQL (5%), Java (1%), PowerShell (1%).

Python 6 8% required in 100% · 2 open now · since Apr 2026
SQL 4 5% required in 100% · 1 open now · since Apr 2026
Java 1 1% required in 100% · since Apr 2026
PowerShell 1 1% required in 100% · since Jul 2026
Scala 1 1% required in 100% · since Apr 2026

What frameworks and libraries does Iterative Health use?

LangGraph is named in 1% of job postings at Iterative Health, followed by OpenAI Agents SDK (1%), LangChain (1%).

LangGraph 1 1% required in 100% · 1 open now · since Jun 2026
OpenAI Agents SDK 1 1% required in 100% · 1 open now · since Jun 2026
LangChain 1 1% optional · 1 open now · since Jun 2026

What databases does Iterative Health use?

Amazon Redshift is named in 1% of job postings at Iterative Health, followed by Google BigQuery (1%), Snowflake (1%).

Amazon Redshift 1 1% required in 100% · since May 2026
Google BigQuery 1 1% required in 100% · since May 2026
Snowflake 1 1% required in 100% · since May 2026

What cloud and platforms does Iterative Health use?

GCP is named in 81% of job postings at Iterative Health, followed by AWS (1%), AWS Bedrock AgentCore (1%), Figma (1%).

GCP 60 81% required in 92% · 30 open now · since Jun 2026
AWS 1 1% required in 100% · since Jul 2026
AWS Bedrock AgentCore 1 1% required in 100% · 1 open now · since Jun 2026
Figma 1 1% required in 100% · 1 open now · since Oct 2026
Looker 1 1% required in 100% · since May 2026
Microsoft Defender 1 1% required in 100% · since Jul 2026
Microsoft Entra ID 1 1% required in 100% · since Jul 2026
Okta 1 1% required in 100% · since Jul 2026
Show all (11)
Power BI1
SIEM1
Tableau1

What developer tools does Iterative Health use?

FHIR is named in 3% of job postings at Iterative Health, followed by Adobe Photoshop (1%), HL7 (1%), Model Context Protocol (1%).

FHIR 2 3% required in 100% · 1 open now · since Apr 2026
Adobe Photoshop 1 1% required in 100% · 1 open now · since Oct 2026
HL7 1 1% required in 100% · since Apr 2026
Model Context Protocol 1 1% required in 100% · 1 open now · since Jun 2026

What AI and ML technologies does Iterative Health use?

LLM is named in 3% of job postings at Iterative Health, followed by Claude (1%).

LLM 2 3% required in 100% · 2 open now · since Jun 2026
Claude 1 1% required in 100% · 1 open now · since Jun 2026

Which engineering practices does Iterative Health ask for?

Good Clinical Practice is named in 16% of job postings at Iterative Health, followed by Edge AI (7%), RAG (3%), AI Agents (1%).

Good Clinical Practice 12 16% required in 100% · 9 open now · since May 2026
Edge AI 5 7% required in 100% · since May 2026
RAG 2 3% required in 100% · 2 open now · since Jun 2026
AI Agents 1 1% required in 100% · 1 open now · since Jun 2026
CAPA 1 1% required in 100% · 1 open now · since Aug 2026
IAM 1 1% required in 100% · since Jul 2026
Incident Management 1 1% required in 100% · 1 open now · since Sep 2026
Prompt Engineering 1 1% required in 100% · 1 open now · since Jun 2026
Show all (10)
21 CFR Part 111
LLM Evaluation1

What does each Iterative Health team work with?

The technologies each team's postings require most often, with the number of postings that require them.

Data Science

3 postings
Python2
SQL2

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How much does Iterative Health pay by technology?

Median stated pay of the postings that name each technology, against the median of all Iterative Health postings with stated pay: $165k across 13 postings.

TechnologyPostings with payMedianvs company median
Python6$245k+48%
GCP5$156k−5%

How is the Iterative Health stack changing?

Read from the dates of the postings themselves: a technology is new when the first posting that names it appeared in the last six months, rising or falling when its share of postings moved between the last two quarters.

Rising
Good Clinical Practice8% → 18%
Falling
Python23% → 2%

How modern is the Iterative Health stack?

Cutting-edge AI adopter 82/100

Iterative Health scores 82 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 2; legacy ones: 0.

How common is the Iterative Health stack in its industry?

Share of the 468 companies in the same industries, whose stack Alion knows, that use each technology.

GCP40%
Python66%
SQL47%
LLM44%
AWS50%
AWS Bedrock AgentCore1%
Amazon Redshift6%
Claude25%
Figma17%
Google BigQuery7%

Questions about the Iterative Health tech stack

What programming languages does Iterative Health use?

The languages named in Iterative Health job postings are Python (8%), SQL (5%), Java (1%), PowerShell (1%), Scala (1%), as a share of the 74 postings of the last 12 months.

Does Iterative Health use GCP?

Yes. GCP is named in 60 of 74 job postings (81%) and required in 55 of them.

What cloud and platforms does Iterative Health use?

The cloud and platforms named in Iterative Health job postings are GCP (60), AWS (1), AWS Bedrock AgentCore (1) (postings in brackets).

What skills do you need for a Data Science job at Iterative Health?

Data Science postings at Iterative Health most often require Python (2), SQL (2), out of 3 postings in the last 12 months.

Is the Iterative Health tech stack changing?

No new technology has appeared in Iterative Health job postings in the last six months.

How modern is the Iterative Health tech stack?

Iterative Health scores 82 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 2; legacy ones: 0.

How does Alion know the Iterative Health tech stack?

Alion reads every job posting Iterative Health publishes and tags the technologies each one names. The figures on this page count the 74 postings of the last 12 months and were updated on Nov 14, 2026.

Method and citation

Alion reads every job posting the company publishes and tags the technologies each one names. Shares count the postings of the last 12 months, open and closed; the company's own products are counted apart. How we count

Alion, "Iterative Health tech stack: 38 technologies from 74 job postings", as of Nov 14, 2026. https://alion.io/company/iterative-5/technologies

Licence: CC BY-SA 4.0JSON