Air
National Security · Supply Chain AI

Air tech stack

Air builds mostly with Python, SQL, Java, TypeScript. Its stack also includes AWS, GCP, OpenAI Agents SDK, React.js. Python is named in 24 of the 43 job postings Air published in the last 12 months (56%). Counted by Alion from the job postings of Air, updated Nov 15, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 15, 2026
Technologies in use
94
Postings analysed
43
Open now
22
Modernity
85 /100
New in 6 months
6

What programming languages does Air use?

Python is named in 56% of job postings at Air, followed by SQL (35%), Java (21%), TypeScript (12%).

Python 24 56% required in 88% · 9 open now · since Dec 2025
SQL 15 35% required in 80% · 7 open now · since Dec 2025
Java 9 21% required in 44% · 6 open now · since Dec 2025
TypeScript 5 12% required in 60% · 2 open now · since Dec 2025
JavaScript 5 12% required in 20% · 3 open now · since Dec 2025
Apex 3 7% required in 100% · 3 open now · since Oct 2026
Ruby 3 7% required in 67% · 3 open now · since Dec 2025
C# 2 5% required in 100% · 2 open now · since Dec 2025
Show all (12)
C++2
Bash2
Go1
Groovy1

What frameworks and libraries does Air use?

OpenAI Agents SDK is named in 9% of job postings at Air, followed by React.js (9%), Lightning Web Components (7%), Spring Boot (7%).

OpenAI Agents SDK 4 9% required in 100% · since Jan 2026
React.js 4 9% optional · 3 open now · since Dec 2025
Lightning Web Components 3 7% required in 100% · 3 open now · since Oct 2026
Spring Boot 3 7% required in 100% · 3 open now · since Dec 2025
Selenium 2 5% required in 100% · since Dec 2025
Cypress 1 2% required in 100% · since Aug 2026
Dagster 1 2% required in 100% · 1 open now · since Nov 2026
JUnit 1 2% required in 100% · since Aug 2026
Show all (11)
Quarkus1
Next.js1
spaCy1

What databases does Air use?

PostgreSQL is named in 7% of job postings at Air, followed by Redis (2%).

PostgreSQL 3 7% required in 67% · 2 open now · since Dec 2025
Redis 1 2% optional · 1 open now · since Jun 2026

What cloud and platforms does Air use?

AWS is named in 30% of job postings at Air, followed by GCP (19%), Azure (16%), Kubernetes (14%).

AWS 13 30% required in 77% · 5 open now · since Dec 2025
GCP 8 19% required in 75% · 4 open now · since Dec 2025
Azure 7 16% required in 71% · 4 open now · since Dec 2025
Kubernetes 6 14% required in 83% · 4 open now · since Dec 2025
Linux 4 9% required in 75% · 3 open now · since Dec 2025
GitLab 2 5% required in 100% · 1 open now · since Dec 2025
GitLab CI 2 5% required in 100% · 1 open now · since Dec 2025
Grafana 2 5% required in 50% · 1 open now · since Dec 2025
Show all (21)
Crowdstrike1
GitHub1
GitHub Actions1
OpenAI1
PagerDuty1
Prefect1
Splunk1
Unix1
Apache Kafka1
Datadog1
Looker1
Spark1
Tableau1

What developer tools does Air use?

Claude Code is named in 19% of job postings at Air, followed by Git (16%), Rest API (7%), Jenkins (5%).

Claude Code 8 19% required in 50% · 1 open now · since Jan 2026
Git 7 16% required in 71% · 2 open now · since Dec 2025
Rest API 3 7% required in 100% · 3 open now · since Oct 2026
Jenkins 2 5% required in 100% · 1 open now · since Dec 2025
Docker 2 5% required in 50% · 1 open now · since Dec 2025
Prometheus 2 5% required in 50% · 1 open now · since Dec 2025
Alertmanager 1 2% required in 100% · 1 open now · since Dec 2025
Helm 1 2% required in 100% · 1 open now · since Dec 2025
Show all (11)
Microsoft Excel1
CloudFormation1
Terraform1

What AI and ML technologies does Air use?

LLM is named in 28% of job postings at Air, followed by Claude (19%), Gemini (7%), LoRA (2%).

LLM 12 28% required in 83% · 4 open now · since Dec 2025
Claude 8 19% required in 88% · 1 open now · since Jan 2026
Gemini 3 7% required in 100% · 1 open now · since Mar 2026
LoRA 1 2% required in 100% · 1 open now · since Sep 2026
QLoRA 1 2% required in 100% · 1 open now · since Sep 2026
BERT 1 2% optional · since Dec 2025
ChatGPT 1 2% optional · since May 2026
PEFT 1 2% optional · 1 open now · since Sep 2026

Which engineering practices does Air ask for?

AI Agents is named in 37% of job postings at Air, followed by Machine Learning (35%), Function Calling (16%), CI/CD (12%).

AI Agents 16 37% required in 100% · 8 open now · since Jan 2026
Machine Learning 15 35% required in 100% · 5 open now · since Dec 2025
Function Calling 7 16% required in 86% · 2 open now · since Jan 2026
CI/CD 5 12% required in 60% · 3 open now · since Dec 2025
Multi-Agent Systems 5 12% required in 60% · 2 open now · since Jan 2026
Agentic Workflows 4 9% required in 100% · 3 open now · since Mar 2026
Fine-tuning 4 9% required in 50% · 2 open now · since Feb 2026
Reinforcement Learning 4 9% required in 50% · 3 open now · since Jan 2026
Show all (29)
NLP4
Platform Engineering3
SOAP3
Post-training3
Synthetic Data3
IAM2
RAG2
CMMC1
Chain-of-Thought1
Computer Vision1
Context Engineering1
ETL/ELT1
GraphRAG1
Knowledge Graph1
LLMOps1
Multimodal AI1
Red Teaming1
Reranking1
SFT1
Structured Outputs1
NIST AI RMF1

What does each Air team work with?

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

AI/ML

8 postings
LLM8
Python8
AWS7
Claude4
GCP4
Git4

Solutions

6 postings
Python4
SQL3

Data Science

6 postings
Claude Code3
Python2

Backend

3 postings
SQL3
Spring Boot3
Linux2

Enterprise Apps

3 postings
Apex3
Lightning Web Components3
Rest API3

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How is the Air 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
ApexOct 2026
Lightning Web ComponentsOct 2026
Platform EngineeringOct 2026
Rest APIOct 2026
SOAPOct 2026
IAMSep 2026
Not named for 6 months
JavaDec 2025
TypeScriptDec 2025
NLPFeb 2026
Spring BootDec 2025

How modern is the Air stack?

Cutting-edge AI adopter 85/100

Air scores 85 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: 8; legacy ones: 0.

How common is the Air stack in its industry?

Share of the 476 companies in the same industries, whose stack Alion knows, that use each technology.

Python79%
SQL55%
AWS54%
LLM36%
Java37%
Claude22%
GCP37%
Azure46%
Kubernetes50%
JavaScript53%

What sets Air apart

OpenAI Agents SDK2%
Apex4%
Lightning Web Components2%

Questions about the Air tech stack

What programming languages does Air use?

The languages named in Air job postings are Python (56%), SQL (35%), Java (21%), TypeScript (12%), JavaScript (12%), as a share of the 43 postings of the last 12 months.

Does Air use OpenAI Agents SDK?

Yes. OpenAI Agents SDK is named in 4 of 43 job postings (9%) and required in 4 of them.

What cloud and platforms does Air use?

The cloud and platforms named in Air job postings are AWS (13), GCP (8), Azure (7) (postings in brackets).

What skills do you need for a AI/ML job at Air?

AI/ML postings at Air most often require LLM (8), Python (8), AWS (7), Claude (4), out of 8 postings in the last 12 months.

Is the Air tech stack changing?

Yes. Apex, Lightning Web Components, Platform Engineering, Rest API first appeared in Air job postings in the last six months.

How modern is the Air tech stack?

Air scores 85 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: 8; legacy ones: 0.

How does Alion know the Air tech stack?

Alion reads every job posting Air publishes and tags the technologies each one names. The figures on this page count the 43 postings of the last 12 months and were updated on Nov 15, 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, "Air tech stack: 94 technologies from 43 job postings", as of Nov 15, 2026. https://alion.io/company/air-ai/technologies

Licence: CC BY-SA 4.0JSON