Circles.Life tech stack
Circles.Life builds mostly with Python, SQL, Scala. Its stack also includes AWS, Amazon Redshift, Amazon S3, Google BigQuery. Python is named in 2 of the 3 job postings Circles.Life published in the last 12 months (67%). Counted by Alion from the job postings of Circles.Life, updated Oct 30, 2026.
What programming languages does Circles.Life use?
Python is named in 67% of job postings at Circles.Life, followed by SQL (67%), Scala (33%).
What databases does Circles.Life use?
Amazon Redshift is named in 67% of job postings at Circles.Life, followed by Google BigQuery (33%).
Amazon Redshift
2 67%
Google BigQuery
1 33%
What cloud and platforms does Circles.Life use?
AWS is named in 67% of job postings at Circles.Life, followed by Amazon S3 (33%), Apache Kafka (33%), GCP (33%).
What developer tools does Circles.Life use?
Git is named in 67% of job postings at Circles.Life, followed by Docker (33%).
Which engineering practices does Circles.Life ask for?
A/B Testing is named in 33% of job postings at Circles.Life, followed by Anomaly Detection (33%), CI/CD (33%), NLP (33%).
How does your stack fit Circles.Life?
How modern is the Circles.Life stack?
Circles.Life 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.
Companies with a stack like Circles.Life
Questions about the Circles.Life tech stack
What programming languages does Circles.Life use?
The languages named in Circles.Life job postings are Python (67%), SQL (67%), Scala (33%), as a share of the 3 postings of the last 12 months.
Does Circles.Life use AWS?
Yes. AWS is named in 2 of 3 job postings (67%) and required in 2 of them.
What cloud and platforms does Circles.Life use?
The cloud and platforms named in Circles.Life job postings are AWS (2), Amazon S3 (1), Apache Kafka (1) (postings in brackets).
Is the Circles.Life tech stack changing?
No new technology has appeared in Circles.Life job postings in the last six months.
How modern is the Circles.Life tech stack?
Circles.Life 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 Circles.Life tech stack?
Alion reads every job posting Circles.Life 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 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, "Circles.Life tech stack: 18 technologies from 3 job postings", as of Oct 30, 2026. https://alion.io/company/circles-life/technologies