Swans
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Swans tech stack

Swans works mostly with Google BigQuery, Looker, Power BI, Tableau. Its stack also includes Looker, Power BI, Google BigQuery, Snowflake. Google BigQuery is named in 2 of the 3 job postings Swans published in the last 12 months (67%). Counted by Alion from the job postings of Swans, updated Nov 15, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 15, 2026
Technologies in use
17
Postings analysed
3
Open now
3
Modernity
93 /100

What databases does Swans use?

Google BigQuery is named in 67% of job postings at Swans, followed by Snowflake (33%).

Google BigQuery 2 67% required in 50% · 2 open now · since Sep 2025
Snowflake 1 33% optional · 1 open now · since Feb 2026

What cloud and platforms does Swans use?

Looker is named in 67% of job postings at Swans, followed by Power BI (67%), Tableau (67%), Anthropic (33%).

Looker 2 67% required in 50% · 2 open now · since Sep 2025
Power BI 2 67% required in 50% · 2 open now · since Sep 2025
Tableau 2 67% required in 50% · 2 open now · since Sep 2025
Anthropic 1 33% required in 100% · 1 open now · since Sep 2025
OpenAI 1 33% required in 100% · 1 open now · since Sep 2025
Google AI Studio 1 33% optional · 1 open now · since Feb 2026
Metabase 1 33% optional · 1 open now · since Feb 2026

What developer tools does Swans use?

Rest API is named in 100% of job postings at Swans, followed by Model Context Protocol (33%), dbt (33%).

Rest API 3 100% required in 33% · 3 open now · since Sep 2025
Model Context Protocol 1 33% required in 100% · 1 open now · since Feb 2026
dbt 1 33% optional · 1 open now · since Feb 2026

What AI and ML technologies does Swans use?

Claude is named in 33% of job postings at Swans, followed by DeepSeek (33%), LLM (33%), Gemini (33%).

Claude 1 33% required in 100% · 1 open now · since Feb 2026
DeepSeek 1 33% required in 100% · 1 open now · since Sep 2025
LLM 1 33% required in 100% · 1 open now · since Feb 2026
Gemini 1 33% optional · 1 open now · since Feb 2026

Which engineering practices does Swans ask for?

AI Agents is named in 33% of job postings at Swans.

AI Agents 1 33% optional · 1 open now · since Feb 2026

How does your stack fit Swans?

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How is the Swans 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.

Not named for 6 months
Rest APIFeb 2026
Google BigQueryFeb 2026
LookerFeb 2026
Power BIFeb 2026
TableauFeb 2026

How modern is the Swans stack?

Cutting-edge AI adopter 93/100

Swans scores 93 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 Swans stack in its industry?

Share of the 113 companies in the same industries, whose stack Alion knows, that use each technology.

Google BigQuery9%
Looker11%
Power BI11%
Tableau14%
Anthropic15%
Claude38%
DeepSeek1%
Gemini14%
Google AI Studio1%
LLM58%

Questions about the Swans tech stack

Does Swans use Looker?

Yes. Looker is named in 2 of 3 job postings (67%) and required in 1 of them.

What cloud and platforms does Swans use?

The cloud and platforms named in Swans job postings are Looker (2), Power BI (2), Tableau (2) (postings in brackets).

Is the Swans tech stack changing?

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

How modern is the Swans tech stack?

Swans scores 93 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 Swans tech stack?

Alion reads every job posting Swans publishes and tags the technologies each one names. The figures on this page count the 3 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, "Swans tech stack: 17 technologies from 3 job postings", as of Nov 15, 2026. https://alion.io/company/swans/technologies

Licence: CC BY-SA 4.0JSON