QIMA
Testing, Inspection & Certification

QIMA tech stack

QIMA builds mostly with Python, SQL, PHP, JavaScript. Its stack also includes GCP, AWS, Snowflake, JQuery. GCP is named in 14 of the 54 job postings QIMA published in the last 12 months (26%). Counted by Alion from the job postings of QIMA, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
63
Postings analysed
54
Open now
21
Modernity
84 /100
New in 6 months
8

What programming languages does QIMA use?

Python is named in 19% of job postings at QIMA, followed by SQL (19%), PHP (4%), JavaScript (4%).

Python 10 19% required in 100% · 5 open now · since Apr 2025
SQL 10 19% required in 90% · 3 open now · since Apr 2025
PHP 2 4% required in 100% · 1 open now · since Oct 2026
JavaScript 2 4% optional · 1 open now · since Apr 2025
Java 1 2% required in 100% · 1 open now · since Apr 2025
TypeScript 1 2% required in 100% · 1 open now · since Apr 2025

What frameworks and libraries does QIMA use?

JQuery is named in 4% of job postings at QIMA.

JQuery 2 4% required in 100% · 1 open now · since Oct 2026

What databases does QIMA use?

Snowflake is named in 17% of job postings at QIMA, followed by OpenSearch (2%), PostgreSQL (2%).

Snowflake 9 17% required in 100% · 3 open now · since Aug 2026
OpenSearch 1 2% required in 100% · 1 open now · since Oct 2026
PostgreSQL 1 2% optional · 1 open now · since Oct 2026

What cloud and platforms does QIMA use?

GCP is named in 26% of job postings at QIMA, followed by AWS (24%), Azure (20%), Tableau (7%).

GCP 14 26% required in 93% · 2 open now · since Apr 2025
AWS 13 24% required in 92% · 2 open now · since Apr 2025
Azure 11 20% required in 100% · since May 2025
Tableau 4 7% required in 100% · since Aug 2026
Windows 4 7% required in 100% · 2 open now · since Jan 2025
Grafana 2 4% required in 100% · 1 open now · since Jul 2026
Kubernetes 2 4% required in 100% · 1 open now · since Apr 2025
Linux 2 4% required in 100% · 1 open now · since Jul 2026
Show all (12)
Active Directory1
Amazon EKS1
Figma1
GitHub1

What developer tools does QIMA use?

Microsoft Excel is named in 15% of job postings at QIMA, followed by CircleCI (4%), Terraform (4%), Claude Code (4%).

Microsoft Excel 8 15% required in 88% · 4 open now · since Jun 2025
CircleCI 2 4% required in 100% · 2 open now · since Oct 2026
Terraform 2 4% required in 100% · 1 open now · since Jul 2026
Claude Code 2 4% required in 50% · 2 open now · since Oct 2026
Cursor 2 4% required in 50% · 2 open now · since Oct 2026
LIMS 2 4% required in 50% · 2 open now · since Oct 2026
Argo Workflows 1 2% required in 100% · 1 open now · since Oct 2026
ArgoCD 1 2% required in 100% · 1 open now · since Oct 2026
Show all (15)
Copilot1
Docker1
Git1
Jenkins1
Model Context Protocol1
Prometheus1
Ansible1

What AI and ML technologies does QIMA use?

LLM is named in 6% of job postings at QIMA, followed by ChatGPT (4%), Claude (2%).

LLM 3 6% required in 67% · 2 open now · since Oct 2026
ChatGPT 2 4% required in 100% · since Jul 2026
Claude 1 2% required in 100% · since Aug 2026

Which engineering practices does QIMA ask for?

Incident Management is named in 19% of job postings at QIMA, followed by Machine Learning (17%), Master Data Management (11%), CAPA (9%).

Incident Management 10 19% required in 100% · since Aug 2026
Machine Learning 9 17% required in 100% · 5 open now · since May 2025
Master Data Management 6 11% required in 100% · 1 open now · since Sep 2026
CAPA 5 9% required in 100% · 4 open now · since Jul 2026
21 CFR Part 11 3 6% required in 100% · 2 open now · since Oct 2026
ETL/ELT 3 6% required in 100% · 1 open now · since Oct 2026
CI/CD 3 6% required in 67% · 2 open now · since Apr 2025
AI Agents 2 4% required in 100% · 2 open now · since Oct 2026
Show all (22)
LLM Guardrails2
SLI/SLO/SLA2
Platform Engineering2
Agentic Workflows1
CDISC1
Chromatography1
Function Calling1
GitOps1
HPLC1
ICH Guidelines1
Mass Spectrometry1
RAG1
VPN1
Multi-Agent Systems1

What other technologies does QIMA use?

Aptos is named in 2% of job postings at QIMA.

Aptos 1 2% required in 100% · 1 open now · since Nov 2026

What does each QIMA team work with?

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

Leadership

14 postings
AWS10
Azure10
GCP10
SQL4
Snowflake4
Tableau4

Data Science

5 postings
Python5
Snowflake5

See the open roles

How does your stack fit QIMA?

Sign in to compare your skills with this stack and see which open roles fit you.
Sign In

How is the QIMA 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.

First appeared
LIMSOct 2026
21 CFR Part 11Oct 2026
JQueryOct 2026
PHPOct 2026
LLMOct 2026
ETL/ELTOct 2026
AI AgentsOct 2026
CircleCIOct 2026

How modern is the QIMA stack?

Cutting-edge AI adopter 84/100

QIMA scores 84 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: 3; legacy ones: 0.

How common is the QIMA stack in its industry?

Share of the 353 companies in the same industries, whose stack Alion knows, that use each technology.

GCP11%
AWS22%
Azure22%
Python37%
SQL27%
Snowflake4%
Tableau6%
Windows24%
LLM13%
ChatGPT7%

What sets QIMA apart

Snowflake4%

Questions about the QIMA tech stack

What programming languages does QIMA use?

The languages named in QIMA job postings are Python (19%), SQL (19%), PHP (4%), JavaScript (4%), Java (2%), as a share of the 54 postings of the last 12 months.

Does QIMA use JQuery?

Yes. JQuery is named in 2 of 54 job postings (4%) and required in 2 of them.

What cloud and platforms does QIMA use?

The cloud and platforms named in QIMA job postings are GCP (14), AWS (13), Azure (11) (postings in brackets).

What skills do you need for a Leadership job at QIMA?

Leadership postings at QIMA most often require AWS (10), Azure (10), GCP (10), SQL (4), out of 14 postings in the last 12 months.

Is the QIMA tech stack changing?

Yes. LIMS, 21 CFR Part 11, JQuery, PHP first appeared in QIMA job postings in the last six months.

How modern is the QIMA tech stack?

QIMA scores 84 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: 3; legacy ones: 0.

How does Alion know the QIMA tech stack?

Alion reads every job posting QIMA publishes and tags the technologies each one names. The figures on this page count the 54 postings of the last 12 months and were updated on Nov 12, 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, "QIMA tech stack: 63 technologies from 54 job postings", as of Nov 12, 2026. https://alion.io/company/qima/technologies

Licence: CC BY-SA 4.0JSON