Datatonic tech stack

Datatonic builds mostly with Python, SQL, Java. Its stack also includes GCP, AWS, Flask, BigQuery. GCP is named in 21 of the 21 job postings Datatonic published in the last 12 months (100%). Counted by Alion from the job postings of Datatonic, updated Oct 6, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 6, 2026
Technologies in use
42
Postings analysed
21
Open now
21
Modernity
89 /100
New in 6 months
5

What programming languages does Datatonic use?

Python is named in 33% of job postings at Datatonic, followed by SQL (24%), Java (10%).

Python 7 33% required in 86% · 7 open now · since Nov 2025
SQL 5 24% required in 100% · 5 open now · since May 2026
Java 2 10% required in 100% · 2 open now · since Jul 2026

What frameworks and libraries does Datatonic use?

Flask is named in 14% of job postings at Datatonic, followed by Hadoop (10%), Flink (5%), LangGraph (5%).

Flask 3 14% required in 100% · 3 open now · since May 2026
Hadoop 2 10% required in 50% · 2 open now · since Nov 2025
Flink 1 5% required in 100% · 1 open now · since Sep 2026
LangGraph 1 5% required in 100% · 1 open now · since Jul 2026
OpenTelemetry 1 5% required in 100% · 1 open now · since Jul 2026
LangChain 1 5% optional · 1 open now · since Jul 2026

What databases does Datatonic use?

BigQuery is named in 10% of job postings at Datatonic, followed by Google BigQuery (10%), Firestore (5%), PostgreSQL (5%).

BigQuery 2 10% required in 50% · 2 open now · since Nov 2025
Google BigQuery 2 10% required in 50% · 2 open now · since Nov 2025
Firestore 1 5% required in 100% · 1 open now · since Jul 2026
PostgreSQL 1 5% required in 100% · 1 open now · since Jul 2026
Snowflake 1 5% optional · 1 open now · since Nov 2025

What cloud and platforms does Datatonic use?

GCP is named in 100% of job postings at Datatonic, followed by AWS (29%), Azure (24%), Spark (10%).

GCP 21 100% required in 95% · 21 open now · since Nov 2025
AWS 6 29% required in 83% · 6 open now · since Jan 2026
Azure 5 24% required in 80% · 5 open now · since Jan 2026
Spark 2 10% required in 100% · 2 open now · since Nov 2025
Looker 2 10% required in 50% · 2 open now · since Nov 2025
Kubernetes 2 10% optional · 2 open now · since Nov 2025
DLP 1 5% required in 100% · 1 open now · since Jul 2026
Datadog 1 5% required in 100% · 1 open now · since Jul 2026
Show all (11)
Okta1
SIEM1
Linux1

What developer tools does Datatonic use?

Terraform is named in 14% of job postings at Datatonic, followed by dbt (10%), Pulumi (10%), Google ADK (5%).

Terraform 3 14% optional · 3 open now · since Nov 2025
dbt 2 10% required in 50% · 2 open now · since Nov 2025
Pulumi 2 10% optional · 2 open now · since Nov 2025
Google ADK 1 5% required in 100% · 1 open now · since Jul 2026
Docker 1 5% optional · 1 open now · since Nov 2025
Fivetran 1 5% optional · 1 open now · since Nov 2025
Rest API 1 5% optional · 1 open now · since Sep 2026

What AI and ML technologies does Datatonic use?

Claude is named in 10% of job postings at Datatonic, followed by Gemini (5%), LLM (5%).

Claude 2 10% required in 100% · 2 open now · since Jul 2026
Gemini 1 5% required in 100% · 1 open now · since Jul 2026
LLM 1 5% required in 100% · 1 open now · since Jul 2026

Which engineering practices does Datatonic ask for?

Machine Learning is named in 95% of job postings at Datatonic, followed by CI/CD (19%), AI Agents (10%), ETL/ELT (5%).

Machine Learning 20 95% required in 95% · 20 open now · since Nov 2025
CI/CD 4 19% required in 100% · 4 open now · since May 2026
AI Agents 2 10% required in 100% · 2 open now · since Jan 2026
ETL/ELT 1 5% required in 100% · 1 open now · since Sep 2026
LLM Guardrails 1 5% required in 100% · 1 open now · since Jul 2026
Prompt Engineering 1 5% required in 100% · 1 open now · since Sep 2026
RAG 1 5% required in 100% · 1 open now · since Sep 2026

What does each Datatonic team work with?

The technologies each team's postings require most often, with the number of postings that require them.

AI/ML

4 postings
GCP4
SQL4
AWS3
Azure3
Flask3
Python3

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How is the Datatonic 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.

First appeared
ClaudeJul 2026
JavaJul 2026
SQLMay 2026
CI/CDMay 2026
FlaskMay 2026

How modern is the Datatonic stack?

Cutting-edge AI adopter 89/100

Datatonic scores 89 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: 3; legacy ones: 0.

How common is the Datatonic stack in its industry?

Share of the 3,130 companies in the same industries, whose stack Alion knows, that use each technology.

GCP33%
Python59%
AWS47%
Azure37%
SQL46%
Flask6%
BigQuery9%
Claude26%
Google BigQuery10%
Hadoop4%

Questions about the Datatonic tech stack

What programming languages does Datatonic use?

The languages named in Datatonic job postings are Python (33%), SQL (24%), Java (10%), as a share of the 21 postings of the last 12 months.

Does Datatonic use Flask?

Yes. Flask is named in 3 of 21 job postings (14%) and required in 3 of them.

What cloud and platforms does Datatonic use?

The cloud and platforms named in Datatonic job postings are GCP (21), AWS (6), Azure (5) (postings in brackets).

What skills do you need for a AI/ML job at Datatonic?

AI/ML postings at Datatonic most often require GCP (4), SQL (4), AWS (3), Azure (3), out of 4 postings in the last 12 months.

Is the Datatonic tech stack changing?

Yes. Claude, Java, SQL, CI/CD first appeared in Datatonic job postings in the last six months.

How modern is the Datatonic tech stack?

Datatonic scores 89 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: 3; legacy ones: 0.

How does Alion know the Datatonic tech stack?

Alion reads every job posting Datatonic publishes and tags the technologies each one names. The figures on this page count the 21 postings of the last 12 months and were updated on Oct 6, 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, "Datatonic tech stack: 42 technologies from 21 job postings", as of Oct 6, 2026. https://alion.io/company/datatonic/technologies

Licence: CC BY-SA 4.0JSON