Pennylane tech stack

Pennylane builds mostly with SQL, Python, Ruby, JavaScript. Its stack also includes Amazon Redshift, Ruby on Rails, Figma, Okta. SQL is named in 5 of the 61 job postings Pennylane published in the last 12 months (8%). Counted by Alion from the job postings of Pennylane, updated Oct 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 13, 2026
Technologies in use
36
Postings analysed
61
Open now
60
Modernity
79 /100
New in 6 months
8

What programming languages does Pennylane use?

SQL is named in 8% of job postings at Pennylane, followed by Python (7%), Ruby (5%), JavaScript (2%).

SQL 5 8% required in 100% · 5 open now · since Jul 2026
Python 4 7% required in 50% · 4 open now · since Jul 2026
Ruby 3 5% optional · 3 open now · since Jul 2026
JavaScript 1 2% optional · 1 open now · since Jul 2026

What frameworks and libraries does Pennylane use?

Ruby on Rails is named in 5% of job postings at Pennylane, followed by React.js (2%), PyTorch (2%).

Ruby on Rails 3 5% required in 100% · 3 open now · since Jul 2026
React.js 1 2% required in 100% · 1 open now · since Jul 2026
PyTorch 1 2% optional · 1 open now · since Sep 2026

What databases does Pennylane use?

Amazon Redshift is named in 5% of job postings at Pennylane.

Amazon Redshift 3 5% optional · 3 open now · since Jul 2026

What cloud and platforms does Pennylane use?

Figma is named in 3% of job postings at Pennylane, followed by Okta (3%), Cloudflare (2%), Postman (2%).

Figma 2 3% required in 100% · 2 open now · since Jul 2026
Okta 2 3% required in 100% · 2 open now · since Aug 2026
Cloudflare 1 2% required in 100% · 1 open now · since Aug 2026
Postman 1 2% required in 100% · 1 open now · since Jul 2026
AWS 1 2% optional · 1 open now · since Sep 2026
Amazon SageMaker 1 2% optional · 1 open now · since Sep 2026
Spark 1 2% optional · 1 open now · since Sep 2026

What developer tools does Pennylane use?

Aider is named in 7% of job postings at Pennylane, followed by Model Context Protocol (3%), Rest API (3%), dbt (3%).

Aider 4 7% required in 100% · 4 open now · since Sep 2026
Model Context Protocol 2 3% required in 100% · 2 open now · since Jul 2026
Rest API 2 3% required in 100% · 2 open now · since Jul 2026
dbt 2 3% required in 100% · 2 open now · since Jul 2026
Claude Code 1 2% required in 100% · 1 open now · since Sep 2026
Copilot 1 2% required in 100% · 1 open now · since Sep 2026
Cursor 1 2% required in 100% · 1 open now · since Sep 2026
Swagger 1 2% required in 100% · 1 open now · since Jul 2026
Show all (9)
pySpark1

What AI and ML technologies does Pennylane use?

LLM is named in 2% of job postings at Pennylane.

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

Which engineering practices does Pennylane ask for?

EU AI Act is named in 13% of job postings at Pennylane, followed by DPO (8%), A/B Testing (3%), Anomaly Detection (2%).

EU AI Act 8 13% required in 100% · 8 open now · since Jun 2026
DPO 5 8% required in 80% · 5 open now · since Mar 2026
A/B Testing 2 3% required in 100% · 2 open now · since Oct 2026
Anomaly Detection 1 2% required in 100% · 1 open now · since Sep 2026
CI/CD 1 2% required in 100% · 1 open now · since Mar 2026
ETL/ELT 1 2% required in 100% · 1 open now · since Mar 2026
IAM 1 2% required in 100% · 1 open now · since Aug 2026
Machine Learning 1 2% required in 100% · 1 open now · since Sep 2026
Show all (11)
Multimodal AI1
NLP1
Human-in-the-Loop1

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

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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
A/B TestingOct 2026
AiderSep 2026
OktaAug 2026
Ruby on RailsJul 2026
RubyJul 2026
PythonJul 2026
Amazon RedshiftJul 2026
dbtJul 2026

How modern is the Pennylane stack?

Cutting-edge AI adopter 79/100

Pennylane scores 79 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 Pennylane stack in its industry?

Share of the 1,354 companies in the same industries, whose stack Alion knows, that use each technology.

SQL52%
Python50%
Amazon Redshift4%
Ruby7%
Ruby on Rails3%
Figma18%
Okta5%
AWS44%
Amazon SageMaker3%
Cloudflare2%

What sets Pennylane apart

Amazon Redshift4%
Ruby on Rails3%

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.

PennyLane61

Questions about the Pennylane tech stack

What programming languages does Pennylane use?

The languages named in Pennylane job postings are SQL (8%), Python (7%), Ruby (5%), JavaScript (2%), as a share of the 61 postings of the last 12 months.

Does Pennylane use Ruby on Rails?

Yes. Ruby on Rails is named in 3 of 61 job postings (5%) and required in 3 of them.

What cloud and platforms does Pennylane use?

The cloud and platforms named in Pennylane job postings are Figma (2), Okta (2), Cloudflare (1) (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. A/B Testing, Aider, Okta, Ruby on Rails first appeared in Pennylane job postings in the last six months.

How modern is the Pennylane tech stack?

Pennylane scores 79 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 Pennylane tech stack?

Alion reads every job posting Pennylane publishes and tags the technologies each one names. The figures on this page count the 61 postings of the last 12 months and were updated on Oct 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, "Pennylane tech stack: 36 technologies from 61 job postings", as of Oct 13, 2026. https://alion.io/company/pennylane-tech/technologies

Licence: CC BY-SA 4.0JSON