WEFRA LIFE
Pharma Marketing & Medical Communications

WEFRA LIFE tech stack

WEFRA LIFE builds mostly with Python, SQL, JavaScript, TypeScript. Its stack also includes Tableau, AWS, MariaDB, PostgreSQL. Python is named in 3 of the 3 job postings WEFRA LIFE published in the last 12 months (100%). Counted by Alion from the job postings of WEFRA LIFE, updated Nov 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 13, 2026
Technologies in use
31
Postings analysed
3
Open now
3
Modernity
95 /100
New in 6 months
6

What programming languages does WEFRA LIFE use?

Python is named in 100% of job postings at WEFRA LIFE, followed by SQL (67%), JavaScript (67%), TypeScript (33%).

Python 3 100% required in 67% · 3 open now · since Jun 2026
SQL 2 67% required in 50% · 2 open now · since Jun 2026
JavaScript 2 67% optional · 2 open now · since Jun 2026
TypeScript 1 33% required in 100% · 1 open now · since Jun 2026

What frameworks and libraries does WEFRA LIFE use?

Celery is named in 33% of job postings at WEFRA LIFE, followed by Django (33%), LangChain (33%), LangGraph (33%).

Celery 1 33% required in 100% · 1 open now · since Jun 2026
Django 1 33% required in 100% · 1 open now · since Jun 2026
LangChain 1 33% required in 100% · 1 open now · since Jun 2026
LangGraph 1 33% required in 100% · 1 open now · since Jun 2026
Next.js 1 33% required in 100% · 1 open now · since Jun 2026
React.js 1 33% required in 100% · 1 open now · since Jun 2026

What databases does WEFRA LIFE use?

MariaDB is named in 33% of job postings at WEFRA LIFE, followed by PostgreSQL (33%).

MariaDB 1 33% required in 100% · 1 open now · since Jun 2026
PostgreSQL 1 33% required in 100% · 1 open now · since Jun 2026

What cloud and platforms does WEFRA LIFE use?

Tableau is named in 67% of job postings at WEFRA LIFE, followed by AWS (33%), Anthropic (33%), Azure (33%).

Tableau 2 67% required in 50% · 2 open now · since Jun 2026
AWS 1 33% required in 100% · 1 open now · since Jun 2026
Anthropic 1 33% required in 100% · 1 open now · since Jun 2026
Azure 1 33% required in 100% · 1 open now · since Jun 2026
Databricks 1 33% required in 100% · 1 open now · since Jun 2026
GCP 1 33% required in 100% · 1 open now · since Jun 2026
OpenAI 1 33% required in 100% · 1 open now · since Jun 2026
Power BI 1 33% optional · 1 open now · since Nov 2026

What developer tools does WEFRA LIFE use?

Docker is named in 33% of job postings at WEFRA LIFE, followed by Rest API (33%).

Docker 1 33% required in 100% · 1 open now · since Jun 2026
Rest API 1 33% required in 100% · 1 open now · since Jun 2026

What AI and ML technologies does WEFRA LIFE use?

LLM is named in 67% of job postings at WEFRA LIFE, followed by ChatGPT (33%), Claude (33%).

LLM 2 67% required in 100% · 2 open now · since Jun 2026
ChatGPT 1 33% optional · 1 open now · since Nov 2026
Claude 1 33% optional · 1 open now · since Nov 2026

Which engineering practices does WEFRA LIFE ask for?

RAG is named in 67% of job postings at WEFRA LIFE, followed by CI/CD (33%), ETL/ELT (33%), Machine Learning (33%).

RAG 2 67% required in 50% · 2 open now · since Jun 2026
CI/CD 1 33% required in 100% · 1 open now · since Jun 2026
ETL/ELT 1 33% required in 100% · 1 open now · since Jun 2026
Machine Learning 1 33% required in 100% · 1 open now · since Sep 2026
Recommender Systems 1 33% required in 100% · 1 open now · since Sep 2026
Prompt Engineering 1 33% optional · 1 open now · since Sep 2026

How does your stack fit WEFRA LIFE?

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How is the WEFRA LIFE 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
PythonJun 2026
LLMJun 2026
RAGJun 2026
SQLJun 2026
TableauJun 2026
JavaScriptJun 2026

How modern is the WEFRA LIFE stack?

Cutting-edge AI adopter 95/100

WEFRA LIFE scores 95 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 WEFRA LIFE stack in its industry?

Share of the 105 companies in the same industries, whose stack Alion knows, that use each technology.

Python43%
JavaScript36%
LLM26%
SQL46%
Tableau30%
AWS34%
Anthropic8%
Azure21%
Celery2%
ChatGPT17%

Questions about the WEFRA LIFE tech stack

What programming languages does WEFRA LIFE use?

The languages named in WEFRA LIFE job postings are Python (100%), SQL (67%), JavaScript (67%), TypeScript (33%), as a share of the 3 postings of the last 12 months.

Does WEFRA LIFE use Tableau?

Yes. Tableau is named in 2 of 3 job postings (67%) and required in 1 of them.

What cloud and platforms does WEFRA LIFE use?

The cloud and platforms named in WEFRA LIFE job postings are Tableau (2), AWS (1), Anthropic (1) (postings in brackets).

Is the WEFRA LIFE tech stack changing?

Yes. Python, LLM, RAG, SQL first appeared in WEFRA LIFE job postings in the last six months.

How modern is the WEFRA LIFE tech stack?

WEFRA LIFE scores 95 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 WEFRA LIFE tech stack?

Alion reads every job posting WEFRA LIFE 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 Nov 13, 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, "WEFRA LIFE tech stack: 31 technologies from 3 job postings", as of Nov 13, 2026. https://alion.io/company/wefra/technologies

Licence: CC BY-SA 4.0JSON