Quality Air tech stack

Quality Air builds mostly with Python, PowerShell, SQL, Java. Its stack also includes Azure DevOps, Azure, Pinecone, Weaviate. Python is named in 2 of the 4 job postings Quality Air published in the last 12 months (50%). Counted by Alion from the job postings of Quality Air, updated Oct 30, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 30, 2026
Technologies in use
37
Postings analysed
4
Open now
4
Modernity
78 /100

What programming languages does Quality Air use?

Python is named in 50% of job postings at Quality Air, followed by PowerShell (25%), SQL (25%), Java (25%).

Python 2 50% required in 100% · 2 open now · since Oct 2026
PowerShell 1 25% required in 100% · 1 open now · since Oct 2026
SQL 1 25% required in 100% · 1 open now · since Oct 2026
Java 1 25% optional · 1 open now · since Oct 2026

What frameworks and libraries does Quality Air use?

Appium is named in 25% of job postings at Quality Air, followed by FastAPI (25%), LangChain (25%), LangGraph (25%).

Appium 1 25% required in 100% · 1 open now · since Oct 2026
FastAPI 1 25% required in 100% · 1 open now · since Oct 2026
LangChain 1 25% required in 100% · 1 open now · since Oct 2026
LangGraph 1 25% required in 100% · 1 open now · since Oct 2026
Playwright 1 25% required in 100% · 1 open now · since Oct 2026
Selenium 1 25% optional · 1 open now · since Oct 2026

What databases does Quality Air use?

Pinecone is named in 25% of job postings at Quality Air, followed by Weaviate (25%).

Pinecone 1 25% required in 100% · 1 open now · since Oct 2026
Weaviate 1 25% required in 100% · 1 open now · since Oct 2026

What cloud and platforms does Quality Air use?

Azure DevOps is named in 50% of job postings at Quality Air, followed by Azure (50%), AWS (25%), Anthropic (25%).

Azure DevOps 2 50% required in 100% · 2 open now · since Oct 2026
Azure 2 50% required in 50% · 2 open now · since Oct 2026
AWS 1 25% required in 100% · 1 open now · since Oct 2026
Anthropic 1 25% required in 100% · 1 open now · since Oct 2026
Crowdstrike 1 25% required in 100% · 1 open now · since Oct 2026
DLP 1 25% required in 100% · 1 open now · since Oct 2026
GCP 1 25% required in 100% · 1 open now · since Oct 2026
GitHub Actions 1 25% required in 100% · 1 open now · since Oct 2026
Show all (15)
GitLab1
GitLab CI1
Linux1
LogRhythm1
OpenAI1
SIEM1
Windows1

What developer tools does Quality Air use?

Rest API is named in 50% of job postings at Quality Air, followed by Jenkins (25%), SoapUI (25%).

Rest API 2 50% required in 100% · 2 open now · since Oct 2026
Jenkins 1 25% required in 100% · 1 open now · since Oct 2026
SoapUI 1 25% optional · 1 open now · since Oct 2026

What AI and ML technologies does Quality Air use?

LLM is named in 25% of job postings at Quality Air.

LLM 1 25% required in 100% · 1 open now · since Oct 2026

Which engineering practices does Quality Air ask for?

CI/CD is named in 50% of job postings at Quality Air, followed by Few-Shot Learning (25%), Fine-tuning (25%), Prompt Engineering (25%).

CI/CD 2 50% required in 100% · 2 open now · since Oct 2026
Few-Shot Learning 1 25% required in 100% · 1 open now · since Oct 2026
Fine-tuning 1 25% required in 100% · 1 open now · since Oct 2026
Prompt Engineering 1 25% required in 100% · 1 open now · since Oct 2026
RAG 1 25% required in 100% · 1 open now · since Oct 2026
TCP/IP 1 25% required in 100% · 1 open now · since Oct 2026

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How modern is the Quality Air stack?

Cutting-edge AI adopter 78/100

Quality Air scores 78 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: 1; legacy ones: 0.

How common is the Quality Air stack in its industry?

Share of the 1,644 companies in the same industries, whose stack Alion knows, that use each technology.

Azure10%
Azure DevOps4%
Python16%
AWS0%
Anthropic0%
Appium0%
Crowdstrike1%
DLP2%
FastAPI0%
GCP0%

Questions about the Quality Air tech stack

What programming languages does Quality Air use?

The languages named in Quality Air job postings are Python (50%), PowerShell (25%), SQL (25%), Java (25%), as a share of the 4 postings of the last 12 months.

Does Quality Air use Azure DevOps?

Yes. Azure DevOps is named in 2 of 4 job postings (50%) and required in 2 of them.

What cloud and platforms does Quality Air use?

The cloud and platforms named in Quality Air job postings are Azure DevOps (2), Azure (2), AWS (1) (postings in brackets).

Is the Quality Air tech stack changing?

No new technology has appeared in Quality Air job postings in the last six months.

How modern is the Quality Air tech stack?

Quality Air scores 78 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: 1; legacy ones: 0.

How does Alion know the Quality Air tech stack?

Alion reads every job posting Quality Air publishes and tags the technologies each one names. The figures on this page count the 4 postings of the last 12 months and were updated on Oct 30, 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, "Quality Air tech stack: 37 technologies from 4 job postings", as of Oct 30, 2026. https://alion.io/company/qualityair/technologies

Licence: CC BY-SA 4.0JSON