Natural Cycles tech stack

Natural Cycles builds mostly with SQL, Python, TypeScript. Its stack also includes Tableau, Looker, BigQuery, Google BigQuery. SQL is named in 2 of the 5 job postings Natural Cycles published in the last 12 months (40%). Counted by Alion from the job postings of Natural Cycles, updated Oct 14, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 14, 2026
Technologies in use
12
Postings analysed
5
Open now
2
Modernity
76 /100

What programming languages does Natural Cycles use?

SQL is named in 40% of job postings at Natural Cycles, followed by Python (20%), TypeScript (20%).

SQL 2 40% required in 100% · 1 open now · since May 2026
Python 1 20% required in 100% · 1 open now · since May 2026
TypeScript 1 20% required in 100% · 1 open now · since May 2026

What databases does Natural Cycles use?

BigQuery is named in 20% of job postings at Natural Cycles, followed by Google BigQuery (20%), Snowflake (20%).

BigQuery 1 20% required in 100% · since Sep 2026
Google BigQuery 1 20% required in 100% · since Sep 2026
Snowflake 1 20% required in 100% · since Sep 2026

What cloud and platforms does Natural Cycles use?

Tableau is named in 40% of job postings at Natural Cycles, followed by Looker (20%).

Tableau 2 40% required in 100% · 1 open now · since May 2026
Looker 1 20% required in 100% · since Sep 2026

What developer tools does Natural Cycles use?

Adobe After Effects is named in 20% of job postings at Natural Cycles.

Adobe After Effects 1 20% required in 100% · since Sep 2026

Which engineering practices does Natural Cycles ask for?

A/B Testing is named in 20% of job postings at Natural Cycles, followed by CI/CD (20%), ETL/ELT (20%).

A/B Testing 1 20% required in 100% · 1 open now · since Sep 2026
CI/CD 1 20% required in 100% · since Aug 2026
ETL/ELT 1 20% required in 100% · 1 open now · since May 2026

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How modern is the Natural Cycles stack?

Cutting-edge 76/100

Natural Cycles scores 76 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: 0; legacy ones: 0.

How common is the Natural Cycles stack in its industry?

Share of the 171 companies in the same industries, whose stack Alion knows, that use each technology.

SQL40%
Tableau18%
BigQuery11%
Google BigQuery12%
Looker16%
Python49%
Snowflake14%
TypeScript34%

Questions about the Natural Cycles tech stack

What programming languages does Natural Cycles use?

The languages named in Natural Cycles job postings are SQL (40%), Python (20%), TypeScript (20%), as a share of the 5 postings of the last 12 months.

Does Natural Cycles use Tableau?

Yes. Tableau is named in 2 of 5 job postings (40%) and required in 2 of them.

What cloud and platforms does Natural Cycles use?

The cloud and platforms named in Natural Cycles job postings are Tableau (2), Looker (1) (postings in brackets).

Is the Natural Cycles tech stack changing?

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

How modern is the Natural Cycles tech stack?

Natural Cycles scores 76 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: 0; legacy ones: 0.

How does Alion know the Natural Cycles tech stack?

Alion reads every job posting Natural Cycles publishes and tags the technologies each one names. The figures on this page count the 5 postings of the last 12 months and were updated on Oct 14, 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, "Natural Cycles tech stack: 12 technologies from 5 job postings", as of Oct 14, 2026. https://alion.io/company/natural-cycles/technologies

Licence: CC BY-SA 4.0JSON