AirOps
Digital Marketing · Marketing & Sales AI

AirOps tech stack

AirOps builds mostly with SQL, Python. Its stack also includes Perplexity, Figma, Haystack. ChatGPT is named in 27 of the 27 job postings AirOps published in the last 12 months (100%). Counted by Alion from the job postings of AirOps, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
21
Postings analysed
27
Open now
15
Modernity
90 /100
New in 6 months
1

What programming languages does AirOps use?

SQL is named in 11% of job postings at AirOps, followed by Python (11%).

SQL 3 11% required in 100% · 2 open now · since Sep 2025
Python 3 11% optional · 3 open now · since Apr 2026

What frameworks and libraries does AirOps use?

Haystack is named in 4% of job postings at AirOps.

Haystack 1 4% required in 100% · since Sep 2026

What cloud and platforms does AirOps use?

Perplexity is named in 7% of job postings at AirOps, followed by Figma (4%), Metabase (4%).

Perplexity 2 7% required in 100% · since Aug 2026
Figma 1 4% required in 100% · 1 open now · since Sep 2025
Metabase 1 4% optional · 1 open now · since Oct 2026

What developer tools does AirOps use?

Claude Code is named in 19% of job postings at AirOps, followed by Cursor (11%), Git (4%), OpenAI Codex (4%).

Claude Code 5 19% required in 80% · 2 open now · since Sep 2025
Cursor 3 11% required in 67% · 1 open now · since Sep 2025
Git 1 4% required in 100% · 1 open now · since Sep 2025
OpenAI Codex 1 4% required in 100% · 1 open now · since Oct 2026
Lovable 1 4% optional · since Sep 2026
Model Context Protocol 1 4% optional · 1 open now · since Oct 2026
dbt 1 4% optional · 1 open now · since Oct 2026

What AI and ML technologies does AirOps use?

ChatGPT is named in 100% of job postings at AirOps, followed by Claude (100%), Gemini (26%), LLM (19%).

ChatGPT 27 100% required in 100% · 15 open now · since Sep 2025
Claude 27 100% required in 100% · 15 open now · since Sep 2025
Gemini 7 26% required in 100% · 4 open now · since Apr 2026
LLM 5 19% required in 60% · 2 open now · since Apr 2026

Which engineering practices does AirOps ask for?

A/B Testing is named in 4% of job postings at AirOps, followed by AI Agents (4%), Prompt Engineering (4%), Recommender Systems (4%).

A/B Testing 1 4% required in 100% · since Sep 2025
AI Agents 1 4% required in 100% · 1 open now · since Oct 2026
Prompt Engineering 1 4% required in 100% · 1 open now · since Aug 2026
Recommender Systems 1 4% optional · 1 open now · since Sep 2026

What does each AirOps team work with?

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

Marketing

7 postings
ChatGPT7
Claude7

Operations

6 postings
ChatGPT6
Claude6

Sales

3 postings
ChatGPT3
Claude3

Product

3 postings
ChatGPT3
Claude3

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How much does AirOps pay by technology?

Median stated pay of the postings that name each technology, against the median of all AirOps postings with stated pay: $223k across 16 postings.

TechnologyPostings with payMedianvs company median
ChatGPT16$223k0%
Claude16$223k0%
Gemini5$207k−7%

How is the AirOps 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
PerplexityAug 2026

How modern is the AirOps stack?

Cutting-edge AI adopter 90/100

AirOps scores 90 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: 4; legacy ones: 0.

How common is the AirOps stack in its industry?

Share of the 2,901 companies in the same industries, whose stack Alion knows, that use each technology.

ChatGPT18%
Claude21%
Gemini7%
LLM18%
Python29%
SQL28%
Perplexity4%
Figma26%
Haystack0%
Metabase1%

Questions about the AirOps tech stack

What programming languages does AirOps use?

The languages named in AirOps job postings are SQL (11%), Python (11%), as a share of the 27 postings of the last 12 months.

Does AirOps use Perplexity?

Yes. Perplexity is named in 2 of 27 job postings (7%) and required in 2 of them.

What cloud and platforms does AirOps use?

The cloud and platforms named in AirOps job postings are Perplexity (2), Figma (1), Metabase (1) (postings in brackets).

What skills do you need for a Marketing job at AirOps?

Marketing postings at AirOps most often require ChatGPT (7), Claude (7), out of 7 postings in the last 12 months.

Is the AirOps tech stack changing?

Yes. Perplexity first appeared in AirOps job postings in the last six months.

How modern is the AirOps tech stack?

AirOps scores 90 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: 4; legacy ones: 0.

How does Alion know the AirOps tech stack?

Alion reads every job posting AirOps publishes and tags the technologies each one names. The figures on this page count the 27 postings of the last 12 months and were updated on Nov 11, 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, "AirOps tech stack: 21 technologies from 27 job postings", as of Nov 11, 2026. https://alion.io/company/airops/technologies

Licence: CC BY-SA 4.0JSON