DataBeat
Marketing Analytics & Attribution · Analytics & BI Consulting

DataBeat tech stack

DataBeat builds mostly with Python, JavaScript, SQL, Apex. Its stack also includes GitHub Actions, AWS, Appium, Cypress. Python is named in 8 of the 19 job postings DataBeat published in the last 12 months (42%). Counted by Alion from the job postings of DataBeat, updated Nov 14, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 14, 2026
Technologies in use
111
Postings analysed
19
Open now
16
Modernity
84 /100
New in 6 months
8

What programming languages does DataBeat use?

Python is named in 42% of job postings at DataBeat, followed by JavaScript (37%), SQL (37%), Apex (21%).

Python 8 42% required in 88% · 8 open now · since Dec 2025
JavaScript 7 37% required in 100% · 6 open now · since Dec 2025
SQL 7 37% required in 100% · 7 open now · since Jun 2026
Apex 4 21% required in 100% · 2 open now · since May 2026
TypeScript 2 11% required in 100% · 2 open now · since Sep 2026
Bash 1 5% required in 100% · 1 open now · since Aug 2026
Go 1 5% required in 100% · 1 open now · since Aug 2026
Node JS 1 5% optional · 1 open now · since Dec 2025
Show all (9)
PHP1

What frameworks and libraries does DataBeat use?

Appium is named in 21% of job postings at DataBeat, followed by Cypress (21%), Playwright (21%), Rest-Assured (21%).

Appium 4 21% required in 100% · 4 open now · since Sep 2026
Cypress 4 21% required in 100% · 4 open now · since Sep 2026
Playwright 4 21% required in 100% · 4 open now · since Sep 2026
Rest-Assured 4 21% required in 100% · 4 open now · since Sep 2026
Selenium 4 21% required in 100% · 4 open now · since Sep 2026
Lightning Web Components 3 16% required in 100% · 1 open now · since May 2026
Aura Components 2 11% required in 100% · 1 open now · since Aug 2026
Visualforce 2 11% required in 100% · 1 open now · since Aug 2026

What databases does DataBeat use?

PostgreSQL is named in 16% of job postings at DataBeat, followed by Redis (16%), Delta Lake (11%), MySQL (11%).

PostgreSQL 3 16% required in 67% · 3 open now · since Aug 2026
Redis 3 16% optional · 3 open now · since Aug 2026
Delta Lake 2 11% required in 100% · 2 open now · since Jun 2026
MySQL 2 11% required in 100% · 2 open now · since Sep 2026
Google BigQuery 2 11% required in 50% · 2 open now · since Dec 2025
Amazon Redshift 1 5% required in 100% · 1 open now · since Oct 2026
OpenSearch 1 5% required in 100% · 1 open now · since Aug 2026
Salesforce Data Cloud 1 5% required in 100% · since May 2026
Show all (10)
Snowflake1
DynamoDB1

What cloud and platforms does DataBeat use?

GitHub Actions is named in 32% of job postings at DataBeat, followed by AWS (26%), GitLab CI (21%), Postman (21%).

GitHub Actions 6 32% required in 100% · 6 open now · since Aug 2026
AWS 5 26% required in 60% · 5 open now · since Jun 2026
GitLab CI 4 21% required in 100% · 4 open now · since Sep 2026
Postman 4 21% required in 100% · 4 open now · since Sep 2026
Azure 4 21% required in 50% · 4 open now · since Jun 2026
AWS Lambda 3 16% required in 100% · 3 open now · since Jun 2026
Amazon S3 3 16% required in 100% · 3 open now · since Jun 2026
Databricks 3 16% required in 100% · 3 open now · since Jun 2026
Show all (32)
Tableau3
MuleSoft3
SonarQube3
Apache Kafka3
RabbitMQ3
Agentforce2
Azure DevOps2
GitLab2
MLFlow2
Power BI2
Spark2
Looker2
Airflow1
Amazon CloudWatch1
Amazon EC21
Amazon ECS1
Amazon EKS1
Figma1
GitHub1
Grafana1
Kubernetes1
Linux1
Istio1
Linkerd1

What developer tools does DataBeat use?

Jenkins is named in 37% of job postings at DataBeat, followed by Rest API (21%), Azure Data Factory (11%), Copado (11%).

Jenkins 7 37% required in 100% · 6 open now · since Aug 2026
Rest API 4 21% required in 100% · 2 open now · since May 2026
Azure Data Factory 2 11% required in 100% · 2 open now · since Jun 2026
Copado 2 11% required in 100% · 1 open now · since Aug 2026
Gearset 2 11% required in 100% · 1 open now · since Aug 2026
Git 2 11% required in 100% · 1 open now · since Aug 2026
OpenCTI 2 11% required in 100% · 1 open now · since Aug 2026
Swagger 2 11% required in 100% · 2 open now · since Sep 2026
Show all (31)
TestRail2
pySpark2
Microsoft Excel2
JMeter2
Locust2
k62
AWS Glue1
Ansible1
Checkov1
CircleCI1
CloudFormation1
Copilot1
Docker1
Helm1
Prometheus1
Salesforce Flow1
Terraform1
Terragrunt1
Trivy1
ArgoCD1
Charles Proxy1
FluxCD1
WordPress1

What AI and ML technologies does DataBeat use?

ChatGPT is named in 5% of job postings at DataBeat, followed by Claude (5%), LLM (5%).

ChatGPT 1 5% required in 100% · 1 open now · since Jun 2026
Claude 1 5% required in 100% · 1 open now · since Jun 2026
LLM 1 5% required in 100% · since May 2026

Which engineering practices does DataBeat ask for?

CI/CD is named in 53% of job postings at DataBeat, followed by SOAP (16%), AI Agents (16%), A/B Testing (11%).

CI/CD 10 53% required in 100% · 9 open now · since Dec 2025
SOAP 3 16% required in 100% · 1 open now · since May 2026
AI Agents 3 16% required in 67% · 2 open now · since May 2026
A/B Testing 2 11% required in 100% · 2 open now · since Mar 2026
ETL/ELT 2 11% required in 100% · 2 open now · since Jun 2026
Blue-Green Deployment 1 5% required in 100% · 1 open now · since Aug 2026
Configuration Management 1 5% required in 100% · 1 open now · since Aug 2026
Dimensional Modeling 1 5% required in 100% · 1 open now · since Jun 2026
Show all (18)
FinOps1
GitOps1
Hallucination1
IAM1
LLM Guardrails1
Machine Learning1
Prompt Engineering1
RAG1
SLI/SLO/SLA1
Service Mesh1

What does each DataBeat team work with?

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

Enterprise Apps

4 postings
Apex4
Lightning Web Components3
Rest API3
Agentforce2
Aura Components2
Copado2

QA

3 postings
Appium3
Cypress3
GitHub Actions3
GitLab CI3
JavaScript3
Jenkins3

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How is the DataBeat 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
MySQLSep 2026
SwaggerSep 2026
TypeScriptSep 2026
JMeterSep 2026
LocustSep 2026
k6Sep 2026
AppiumSep 2026
CypressSep 2026

How modern is the DataBeat stack?

Cutting-edge AI adopter 84/100

DataBeat 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: 3; legacy ones: 0.

How common is the DataBeat stack in its industry?

Share of the 670 companies in the same industries, whose stack Alion knows, that use each technology.

Python72%
JavaScript46%
SQL73%
GitHub Actions19%
AWS57%
Apex7%
Appium1%
Azure55%
Cypress6%
GitLab CI12%

What sets DataBeat apart

Appium1%
Rest-Assured4%
Lightning Web Components2%
MuleSoft4%

Questions about the DataBeat tech stack

What programming languages does DataBeat use?

The languages named in DataBeat job postings are Python (42%), JavaScript (37%), SQL (37%), Apex (21%), TypeScript (11%), as a share of the 19 postings of the last 12 months.

Does DataBeat use Appium?

Yes. Appium is named in 4 of 19 job postings (21%) and required in 4 of them.

What cloud and platforms does DataBeat use?

The cloud and platforms named in DataBeat job postings are GitHub Actions (6), AWS (5), GitLab CI (4) (postings in brackets).

What skills do you need for a Enterprise Apps job at DataBeat?

Enterprise Apps postings at DataBeat most often require Apex (4), Lightning Web Components (3), Rest API (3), Agentforce (2), out of 4 postings in the last 12 months.

Is the DataBeat tech stack changing?

Yes. MySQL, Swagger, TypeScript, JMeter first appeared in DataBeat job postings in the last six months.

How modern is the DataBeat tech stack?

DataBeat 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: 3; legacy ones: 0.

How does Alion know the DataBeat tech stack?

Alion reads every job posting DataBeat publishes and tags the technologies each one names. The figures on this page count the 19 postings of the last 12 months and were updated on Nov 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, "DataBeat tech stack: 111 technologies from 19 job postings", as of Nov 14, 2026. https://alion.io/company/databeat/technologies

Licence: CC BY-SA 4.0JSON