Commence tech stack

Commence builds mostly with Python, SQL, Java. Its stack also includes AWS, Amazon S3, Delta Lake, FastAPI. Python is named in 3 of the 3 job postings Commence published in the last 12 months (100%). Counted by Alion from the job postings of Commence, updated Oct 25, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 25, 2026
Technologies in use
30
Postings analysed
3
Open now
2
Modernity
84 /100

What programming languages does Commence use?

Python is named in 100% of job postings at Commence, followed by SQL (100%), Java (67%).

Python 3 100% required in 100% · 2 open now · since Sep 2026
SQL 3 100% required in 100% · 2 open now · since Sep 2026
Java 2 67% required in 100% · 2 open now · since Sep 2026

What frameworks and libraries does Commence use?

FastAPI is named in 33% of job postings at Commence, followed by Flask (33%), LangChain (33%).

FastAPI 1 33% required in 100% · since Oct 2026
Flask 1 33% required in 100% · since Oct 2026
LangChain 1 33% required in 100% · since Oct 2026

What databases does Commence use?

Delta Lake is named in 33% of job postings at Commence.

Delta Lake 1 33% required in 100% · since Oct 2026

What cloud and platforms does Commence use?

AWS is named in 100% of job postings at Commence, followed by Amazon S3 (100%), Amazon CloudWatch (67%), Amazon EC2 (67%).

AWS 3 100% required in 100% · 2 open now · since Sep 2026
Amazon S3 3 100% required in 100% · 2 open now · since Sep 2026
Amazon CloudWatch 2 67% required in 100% · 2 open now · since Sep 2026
Amazon EC2 2 67% required in 100% · 2 open now · since Sep 2026
AWS Bedrock 1 33% required in 100% · since Oct 2026
AWS Lambda 1 33% required in 100% · since Oct 2026
Anthropic 1 33% required in 100% · since Oct 2026
Databricks 1 33% required in 100% · since Oct 2026
Show all (11)
Kubernetes1
MLFlow1
Spark1

What developer tools does Commence use?

Git is named in 67% of job postings at Commence, followed by Docker (33%), FHIR (33%), pySpark (33%).

Git 2 67% required in 100% · 2 open now · since Sep 2026
Docker 1 33% required in 100% · since Oct 2026
FHIR 1 33% required in 100% · since Oct 2026
pySpark 1 33% required in 100% · since Oct 2026

What AI and ML technologies does Commence use?

LLM is named in 33% of job postings at Commence.

LLM 1 33% required in 100% · since Oct 2026

Which engineering practices does Commence ask for?

IAM is named in 67% of job postings at Commence, followed by NLP (67%), CI/CD (33%), Embeddings (33%).

IAM 2 67% required in 100% · 2 open now · since Sep 2026
NLP 2 67% required in 100% · 2 open now · since Sep 2026
CI/CD 1 33% required in 100% · since Oct 2026
Embeddings 1 33% required in 100% · since Oct 2026
Machine Learning 1 33% required in 100% · since Oct 2026
OCR 1 33% required in 100% · since Oct 2026
RAG 1 33% required in 100% · since Oct 2026

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How modern is the Commence stack?

Cutting-edge AI adopter 84/100

Commence scores 84 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: 1; legacy ones: 0.

How common is the Commence stack in its industry?

Share of the 783 companies in the same industries, whose stack Alion knows, that use each technology.

AWS56%
Amazon S317%
Python71%
SQL62%
Amazon CloudWatch8%
Amazon EC28%
Java26%
AWS Bedrock7%
AWS Lambda12%
Anthropic10%

Questions about the Commence tech stack

What programming languages does Commence use?

The languages named in Commence job postings are Python (100%), SQL (100%), Java (67%), as a share of the 3 postings of the last 12 months.

Does Commence use AWS?

Yes. AWS is named in 3 of 3 job postings (100%) and required in 3 of them.

What cloud and platforms does Commence use?

The cloud and platforms named in Commence job postings are AWS (3), Amazon S3 (3), Amazon CloudWatch (2) (postings in brackets).

Is the Commence tech stack changing?

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

How modern is the Commence tech stack?

Commence scores 84 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: 1; legacy ones: 0.

How does Alion know the Commence tech stack?

Alion reads every job posting Commence 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 25, 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, "Commence tech stack: 30 technologies from 3 job postings", as of Oct 25, 2026. https://alion.io/company/commence-ai/technologies

Licence: CC BY-SA 4.0JSON