Camber tech stack

Camber builds mostly with Python, SQL. Its stack also includes AWS, Apache Kafka, PostgreSQL, Flink. AWS is named in 4 of the 6 job postings Camber published in the last 12 months (67%). Counted by Alion from the job postings of Camber, updated Oct 17, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 17, 2026
Technologies in use
20
Postings analysed
6
Open now
3
Modernity
79 /100

What programming languages does Camber use?

Python is named in 50% of job postings at Camber, followed by SQL (50%).

Python 3 50% required in 33% · 1 open now · since Aug 2025
SQL 3 50% required in 33% · 1 open now · since Mar 2026

What frameworks and libraries does Camber use?

Flink is named in 17% of job postings at Camber, followed by OpenTelemetry (17%).

Flink 1 17% required in 100% · since Mar 2026
OpenTelemetry 1 17% required in 100% · 1 open now · since Sep 2026

What databases does Camber use?

PostgreSQL is named in 17% of job postings at Camber.

PostgreSQL 1 17% required in 100% · 1 open now · since Sep 2026

What cloud and platforms does Camber use?

AWS is named in 67% of job postings at Camber, followed by Apache Kafka (67%), Spark (50%), Amazon ECS (17%).

AWS 4 67% required in 100% · 2 open now · since Aug 2025
Apache Kafka 4 67% required in 100% · 2 open now · since Mar 2026
Spark 3 50% required in 100% · 1 open now · since Mar 2026
Amazon ECS 1 17% required in 100% · 1 open now · since Sep 2026
Datadog 1 17% required in 100% · 1 open now · since Sep 2026
Databricks 1 17% optional · 1 open now · since Sep 2026
Looker 1 17% optional · since Apr 2026
Metabase 1 17% optional · since Apr 2026

What developer tools does Camber use?

Terraform is named in 50% of job postings at Camber, followed by dbt (33%).

Terraform 3 50% required in 33% · 2 open now · since Mar 2026
dbt 2 33% required in 100% · 1 open now · since Mar 2026

What AI and ML technologies does Camber use?

LLM is named in 17% of job postings at Camber.

LLM 1 17% optional · 1 open now · since Sep 2026

Which engineering practices does Camber ask for?

A/B Testing is named in 17% of job postings at Camber, followed by CI/CD (17%), LLM Guardrails (17%), Platform Engineering (17%).

A/B Testing 1 17% required in 100% · 1 open now · since Aug 2026
CI/CD 1 17% required in 100% · 1 open now · since Sep 2026
LLM Guardrails 1 17% required in 100% · 1 open now · since Sep 2026
Platform Engineering 1 17% required in 100% · 1 open now · since Sep 2026

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How is the Camber 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
SparkMar 2026
PythonMar 2026
SQLMar 2026
dbtMar 2026

How modern is the Camber stack?

Cutting-edge AI adopter 79/100

Camber scores 79 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 Camber stack in its industry?

Share of the 150 companies in the same industries, whose stack Alion knows, that use each technology.

AWS56%
Apache Kafka19%
Python62%
SQL62%
Spark16%
Amazon ECS11%
Databricks19%
Datadog19%
Flink2%
LLM45%

Questions about the Camber tech stack

What programming languages does Camber use?

The languages named in Camber job postings are Python (50%), SQL (50%), as a share of the 6 postings of the last 12 months.

Does Camber use AWS?

Yes. AWS is named in 4 of 6 job postings (67%) and required in 4 of them.

What cloud and platforms does Camber use?

The cloud and platforms named in Camber job postings are AWS (4), Apache Kafka (4), Spark (3) (postings in brackets).

Is the Camber tech stack changing?

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

How modern is the Camber tech stack?

Camber scores 79 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 Camber tech stack?

Alion reads every job posting Camber publishes and tags the technologies each one names. The figures on this page count the 6 postings of the last 12 months and were updated on Oct 17, 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, "Camber tech stack: 20 technologies from 6 job postings", as of Oct 17, 2026. https://alion.io/company/camber/technologies

Licence: CC BY-SA 4.0JSON