PennyLane tech stack

PennyLane builds mostly with Ruby, SQL, Python, JavaScript. Its stack also includes Ruby on Rails, AWS, Figma, Amazon Redshift. Ruby is named in 8 of the 86 job postings PennyLane published in the last 12 months (9%). Counted by Alion from the job postings of PennyLane, updated Sep 29, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 29, 2026
Technologies in use
57
Postings analysed
86
Open now
63
Modernity
81 /100
New in 6 months
8

What programming languages does PennyLane use?

Ruby is named in 9% of job postings at PennyLane, followed by SQL (7%), Python (6%), JavaScript (3%).

Ruby 8 9% required in 38% · 3 open now · since Apr 2026
SQL 6 7% required in 100% · 3 open now · since Jul 2026
Python 5 6% required in 80% · 3 open now · since Jul 2025
JavaScript 3 3% required in 33% · 1 open now · since Apr 2026
TypeScript 2 2% required in 100% · since Jul 2026
SAS 1 1% required in 100% · since Sep 2026

What frameworks and libraries does PennyLane use?

Ruby on Rails is named in 8% of job postings at PennyLane, followed by React.js (2%), Jest (1%), Nuxt.js (1%).

Ruby on Rails 7 8% required in 86% · 3 open now · since Apr 2026
React.js 2 2% required in 100% · 1 open now · since May 2026
Jest 1 1% required in 100% · since Jul 2026
Nuxt.js 1 1% optional · since Apr 2026
PyTorch 1 1% optional · 1 open now · since Sep 2026
Vue.js 1 1% optional · since Apr 2026

What databases does PennyLane use?

Amazon Redshift is named in 2% of job postings at PennyLane, followed by PostgreSQL (1%).

Amazon Redshift 2 2% optional · 2 open now · since Jul 2025
PostgreSQL 1 1% optional · since Apr 2026

What cloud and platforms does PennyLane use?

AWS is named in 6% of job postings at PennyLane, followed by Figma (3%), Okta (2%), Perplexity (2%).

AWS 5 6% required in 60% · 1 open now · since Jul 2025
Figma 3 3% required in 67% · 2 open now · since Jul 2026
Okta 2 2% required in 100% · 2 open now · since Aug 2026
Perplexity 2 2% required in 100% · 2 open now · since Sep 2026
Postman 2 2% required in 100% · 1 open now · since Jul 2026
Kubernetes 2 2% required in 50% · since May 2026
Amazon EKS 1 1% required in 100% · since May 2026
Cloudflare 1 1% required in 100% · 1 open now · since Aug 2026
Show all (11)
Amazon SageMaker1
GitHub1
Spark1

What developer tools does PennyLane use?

Aider is named in 5% of job postings at PennyLane, followed by Model Context Protocol (3%), Rest API (3%), Copilot (2%).

Aider 4 5% required in 100% · 4 open now · since Sep 2026
Model Context Protocol 3 3% required in 100% · 2 open now · since Jul 2026
Rest API 3 3% required in 100% · 2 open now · since Jul 2026
Copilot 2 2% required in 100% · 1 open now · since Aug 2026
Swagger 1 1% required in 100% · 1 open now · since Jul 2026
dbt 1 1% required in 100% · 1 open now · since Jul 2026
Git 1 1% optional · since Apr 2026
pySpark 1 1% optional · 1 open now · since Jul 2025

What AI and ML technologies does PennyLane use?

ChatGPT is named in 2% of job postings at PennyLane, followed by LLM (2%).

ChatGPT 2 2% required in 100% · 2 open now · since Sep 2026
LLM 2 2% required in 100% · 1 open now · since Jul 2026

Which engineering practices does PennyLane ask for?

DPO is named in 9% of job postings at PennyLane, followed by EU AI Act (8%), CI/CD (5%), SLI/SLO/SLA (3%).

DPO 8 9% required in 75% · 3 open now · since Mar 2026
EU AI Act 7 8% required in 100% · 7 open now · since Sep 2026
CI/CD 4 5% required in 100% · 1 open now · since Mar 2026
SLI/SLO/SLA 3 3% required in 100% · 1 open now · since Aug 2026
A/B Testing 2 2% required in 100% · since Apr 2026
Anomaly Detection 2 2% required in 100% · 1 open now · since Sep 2026
Incident Management 2 2% required in 100% · since Aug 2026
Multimodal AI 2 2% required in 100% · 1 open now · since Aug 2026
Show all (22)
AI Agents1
ETL/ELT1
FinOps1
Fine-tuning1
Function Calling1
IAM1
LLM Guardrails1
Machine Learning1
NLP1
RAG1
Tool Use1
Human-in-the-Loop1
Post-training1
SFT1

What does each PennyLane team work with?

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

Design

6 postings
Figma2
Model Context Protocol2

See the open roles

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How is the PennyLane 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
ChatGPTSep 2026
PerplexitySep 2026
AiderSep 2026
Anomaly DetectionSep 2026
EU AI ActSep 2026
OktaAug 2026
CopilotAug 2026
Multimodal AIAug 2026

How modern is the PennyLane stack?

Cutting-edge AI adopter 81/100

PennyLane 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: 2; legacy ones: 0.

How common is the PennyLane stack in its industry?

Share of the 344 companies in the same industries, whose stack Alion knows, that use each technology.

Ruby5%
Ruby on Rails1%
SQL43%
AWS50%
Python76%
Figma18%
JavaScript50%
Amazon Redshift3%
ChatGPT14%
Kubernetes49%

What sets PennyLane apart

Ruby on Rails1%

PennyLane products in its job postings

Postings at PennyLane name its own products. They describe what the company makes, so they are left out of the stack above.

PennyLane86

Questions about the PennyLane tech stack

What programming languages does PennyLane use?

The languages named in PennyLane job postings are Ruby (9%), SQL (7%), Python (6%), JavaScript (3%), TypeScript (2%), as a share of the 86 postings of the last 12 months.

Does PennyLane use Ruby on Rails?

Yes. Ruby on Rails is named in 7 of 86 job postings (8%) and required in 6 of them.

What cloud and platforms does PennyLane use?

The cloud and platforms named in PennyLane job postings are AWS (5), Figma (3), Okta (2) (postings in brackets).

What skills do you need for a Design job at PennyLane?

Design postings at PennyLane most often require Figma (2), Model Context Protocol (2), out of 6 postings in the last 12 months.

Is the PennyLane tech stack changing?

Yes. ChatGPT, Perplexity, Aider, Anomaly Detection first appeared in PennyLane job postings in the last six months.

How modern is the PennyLane tech stack?

PennyLane 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: 2; legacy ones: 0.

How does Alion know the PennyLane tech stack?

Alion reads every job posting PennyLane publishes and tags the technologies each one names. The figures on this page count the 86 postings of the last 12 months and were updated on Sep 29, 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, "PennyLane tech stack: 57 technologies from 86 job postings", as of Sep 29, 2026. https://alion.io/company/pennylane/technologies

Licence: CC BY-SA 4.0JSON