Data4Life tech stack

Data4Life builds mostly with TypeScript, JavaScript, Go, Python. Its stack also includes GitHub, PostgreSQL, Kubernetes, React.js. TypeScript is named in 3 of the 9 job postings Data4Life published in the last 12 months (33%). Counted by Alion from the job postings of Data4Life, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
46
Postings analysed
9
Open now
9
Modernity
78 /100

What programming languages does Data4Life use?

TypeScript is named in 33% of job postings at Data4Life, followed by JavaScript (33%), Go (22%), Python (22%).

TypeScript 3 33% required in 100% · 3 open now · since Feb 2026
JavaScript 3 33% required in 67% · 3 open now · since Feb 2026
Go 2 22% required in 100% · 2 open now · since Mar 2026
Python 2 22% required in 100% · 2 open now · since Feb 2026
SQL 2 22% required in 50% · 2 open now · since Mar 2026
C# 1 11% optional · 1 open now · since Sep 2026

What frameworks and libraries does Data4Life use?

React.js is named in 22% of job postings at Data4Life, followed by Angular (11%), FastAPI (11%), Vue.js (11%).

React.js 2 22% required in 100% · 2 open now · since Feb 2026
Angular 1 11% required in 100% · 1 open now · since Feb 2026
FastAPI 1 11% required in 100% · 1 open now · since Feb 2026
Vue.js 1 11% required in 100% · 1 open now · since Feb 2026
JQuery 1 11% optional · 1 open now · since Sep 2026

What databases does Data4Life use?

PostgreSQL is named in 33% of job postings at Data4Life.

PostgreSQL 3 33% required in 100% · 3 open now · since Mar 2026

What cloud and platforms does Data4Life use?

GitHub is named in 33% of job postings at Data4Life, followed by Kubernetes (22%), GCP (22%), Amazon EKS (11%).

GitHub 3 33% required in 67% · 3 open now · since Feb 2026
Kubernetes 2 22% required in 100% · 2 open now · since Mar 2026
GCP 2 22% required in 50% · 2 open now · since Mar 2026
Amazon EKS 1 11% required in 100% · 1 open now · since Mar 2026
Azure 1 11% required in 100% · 1 open now · since Mar 2026
Azure AKS 1 11% required in 100% · 1 open now · since Mar 2026
Figma 1 11% required in 100% · 1 open now · since Jun 2026
GitHub Actions 1 11% required in 100% · 1 open now · since Mar 2026
Show all (16)
Google GKE1
Grafana1
Linux1
Microsoft Defender1
Supabase1
Windows1
.NET1
AWS1

What developer tools does Data4Life use?

Docker is named in 33% of job postings at Data4Life, followed by Git (11%), Helm (11%), Open WebUI (11%).

Docker 3 33% required in 67% · 3 open now · since Mar 2026
Git 1 11% required in 100% · 1 open now · since Mar 2026
Helm 1 11% required in 100% · 1 open now · since Mar 2026
Open WebUI 1 11% required in 100% · 1 open now · since Feb 2026
Prometheus 1 11% required in 100% · 1 open now · since Mar 2026
Terraform 1 11% required in 100% · 1 open now · since Mar 2026
npm 1 11% optional · 1 open now · since Sep 2026

What AI and ML technologies does Data4Life use?

LLM is named in 11% of job postings at Data4Life.

LLM 1 11% required in 100% · 1 open now · since Feb 2026

Which engineering practices does Data4Life ask for?

DNS is named in 22% of job postings at Data4Life, followed by ETL/ELT (22%), AI Agents (11%), CI/CD (11%).

DNS 2 22% required in 100% · 2 open now · since Mar 2026
ETL/ELT 2 22% required in 50% · 2 open now · since Mar 2026
AI Agents 1 11% required in 100% · 1 open now · since Feb 2026
CI/CD 1 11% required in 100% · 1 open now · since Mar 2026
DHCP 1 11% required in 100% · 1 open now · since Apr 2026
HPC 1 11% required in 100% · 1 open now · since Mar 2026
IAM 1 11% required in 100% · 1 open now · since Mar 2026
Multimodal AI 1 11% required in 100% · 1 open now · since May 2026
Show all (10)
TCP/IP1
VPN1

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How is the Data4Life 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
PostgreSQLMar 2026
PythonMar 2026
GoMar 2026
KubernetesMar 2026
React.jsMar 2026

How modern is the Data4Life stack?

Cutting-edge AI adopter 78/100

Data4Life scores 78 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 Data4Life stack in its industry?

Share of the 2,295 companies in the same industries, whose stack Alion knows, that use each technology.

GitHub15%
JavaScript34%
PostgreSQL21%
TypeScript25%
GCP22%
Go8%
Kubernetes22%
Python42%
React.js21%
SQL40%

Questions about the Data4Life tech stack

What programming languages does Data4Life use?

The languages named in Data4Life job postings are TypeScript (33%), JavaScript (33%), Go (22%), Python (22%), SQL (22%), as a share of the 9 postings of the last 12 months.

Does Data4Life use React.js?

Yes. React.js is named in 2 of 9 job postings (22%) and required in 2 of them.

What cloud and platforms does Data4Life use?

The cloud and platforms named in Data4Life job postings are GitHub (3), Kubernetes (2), GCP (2) (postings in brackets).

Is the Data4Life tech stack changing?

No new technology has appeared in Data4Life job postings in the last six months.

How modern is the Data4Life tech stack?

Data4Life scores 78 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 Data4Life tech stack?

Alion reads every job posting Data4Life publishes and tags the technologies each one names. The figures on this page count the 9 postings of the last 12 months and were updated on Sep 27, 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, "Data4Life tech stack: 46 technologies from 9 job postings", as of Sep 27, 2026. https://alion.io/company/data4life/technologies

Licence: CC BY-SA 4.0JSON