Penlink tech stack

Penlink builds mostly with SQL, Python, Bash, Scala. Its stack also includes Windows, Azure, Oracle, PostgreSQL. Windows is named in 5 of the 10 job postings Penlink published in the last 12 months (50%). Counted by Alion from the job postings of Penlink, updated Oct 2, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 2, 2026
Technologies in use
63
Postings analysed
10
Open now
6
Modernity
81 /100

What programming languages does Penlink use?

SQL is named in 40% of job postings at Penlink, followed by Python (30%), Bash (20%), Scala (10%).

SQL 4 40% required in 100% · 2 open now · since Sep 2026
Python 3 30% required in 100% · 2 open now · since Aug 2026
Bash 2 20% required in 50% · 2 open now · since Aug 2026
Scala 1 10% required in 100% · 1 open now · since Sep 2026
C# 1 10% optional · 1 open now · since Aug 2026
JavaScript 1 10% optional · 1 open now · since Aug 2026
PowerShell 1 10% optional · 1 open now · since Sep 2026
TypeScript 1 10% optional · 1 open now · since Aug 2026

What frameworks and libraries does Penlink use?

Angular is named in 10% of job postings at Penlink, followed by JAX (10%), PyTorch (10%), React.js (10%).

Angular 1 10% required in 100% · 1 open now · since Aug 2026
JAX 1 10% required in 100% · since Aug 2026
PyTorch 1 10% required in 100% · since Aug 2026
React.js 1 10% required in 100% · 1 open now · since Aug 2026
TensorFlow 1 10% required in 100% · since Aug 2026
Vue.js 1 10% required in 100% · 1 open now · since Aug 2026
AutoGen 1 10% optional · 1 open now · since Aug 2026
CrewAI 1 10% optional · 1 open now · since Aug 2026
Show all (10)
LangChain1
LangGraph1

What databases does Penlink use?

Oracle is named in 20% of job postings at Penlink, followed by PostgreSQL (10%).

Oracle 2 20% required in 50% · 2 open now · since Sep 2026
PostgreSQL 1 10% optional · 1 open now · since Sep 2026

What cloud and platforms does Penlink use?

Windows is named in 50% of job postings at Penlink, followed by Azure (40%), Active Directory (20%), Linux (20%).

Windows 5 50% required in 80% · 2 open now · since Sep 2026
Azure 4 40% required in 50% · 2 open now · since Aug 2026
Active Directory 2 20% required in 100% · since Sep 2026
Linux 2 20% required in 100% · 2 open now · since Aug 2026
AWS 2 20% required in 50% · 2 open now · since Aug 2026
Azure DevOps 1 10% required in 100% · 1 open now · since Aug 2026
Datadog 1 10% required in 100% · 1 open now · since Aug 2026
GitHub Actions 1 10% required in 100% · 1 open now · since Aug 2026
Show all (13)
GitLab CI1
Grafana1
Kubernetes1
VMWare1
.NET1

What developer tools does Penlink use?

Git is named in 20% of job postings at Penlink, followed by Ansible (10%), CircleCI (10%), Claude Code (10%).

Git 2 20% required in 100% · 2 open now · since Aug 2026
Ansible 1 10% required in 100% · 1 open now · since Aug 2026
CircleCI 1 10% required in 100% · 1 open now · since Aug 2026
Claude Code 1 10% required in 100% · 1 open now · since Aug 2026
CloudFormation 1 10% required in 100% · 1 open now · since Aug 2026
Copilot 1 10% required in 100% · 1 open now · since Aug 2026
Cursor 1 10% required in 100% · 1 open now · since Aug 2026
Docker 1 10% required in 100% · 1 open now · since Aug 2026
Show all (13)
Jenkins1
OpenAI Codex1
Terraform1
Model Context Protocol1
Semantic Kernel1

What AI and ML technologies does Penlink use?

LLM is named in 10% of job postings at Penlink.

LLM 1 10% required in 100% · 1 open now · since Aug 2026

Which engineering practices does Penlink ask for?

Machine Learning is named in 30% of job postings at Penlink, followed by VPN (20%), Wi-Fi (20%), CI/CD (20%).

Machine Learning 3 30% required in 100% · 2 open now · since Aug 2026
VPN 2 20% required in 100% · since Sep 2026
Wi-Fi 2 20% required in 100% · since Sep 2026
CI/CD 2 20% required in 50% · 2 open now · since Aug 2026
RAG 2 20% required in 50% · 1 open now · since Aug 2026
AI Agents 1 10% required in 100% · 1 open now · since Aug 2026
Configuration Management 1 10% required in 100% · 1 open now · since Aug 2026
ETL/ELT 1 10% required in 100% · 1 open now · since Sep 2026
Show all (16)
Embeddings1
Fine-tuning1
Function Calling1
Prompt Engineering1
Structured Outputs1
TCP/IP1
Human-in-the-Loop1
Multi-Agent Systems1

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How modern is the Penlink stack?

Cutting-edge AI adopter 81/100

Penlink scores 81 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 Penlink stack in its industry?

Share of the 64 companies in the same industries, whose stack Alion knows, that use each technology.

Windows33%
Azure31%
SQL41%
Python41%
AWS34%
Active Directory13%
Bash17%
Linux27%
Oracle13%
.NET17%

Questions about the Penlink tech stack

What programming languages does Penlink use?

The languages named in Penlink job postings are SQL (40%), Python (30%), Bash (20%), Scala (10%), C# (10%), as a share of the 10 postings of the last 12 months.

Does Penlink use Windows?

Yes. Windows is named in 5 of 10 job postings (50%) and required in 4 of them.

What cloud and platforms does Penlink use?

The cloud and platforms named in Penlink job postings are Windows (5), Azure (4), Active Directory (2) (postings in brackets).

Is the Penlink tech stack changing?

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

How modern is the Penlink tech stack?

Penlink scores 81 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 Penlink tech stack?

Alion reads every job posting Penlink publishes and tags the technologies each one names. The figures on this page count the 10 postings of the last 12 months and were updated on Oct 2, 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, "Penlink tech stack: 63 technologies from 10 job postings", as of Oct 2, 2026. https://alion.io/company/penlink/technologies

Licence: CC BY-SA 4.0JSON