Lightning AI tech stack

Lightning AI builds mostly with Python, JavaScript, SQL, TypeScript. Its stack also includes PyTorch Lightning, PyTorch, Amazon S3, Linux. PyTorch is named in 4 of the 4 job postings Lightning AI published in the last 12 months (100%). Counted by Alion from the job postings of Lightning AI, updated Nov 2, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 2, 2026
Technologies in use
26
Postings analysed
4
Open now
2
Modernity
76 /100

What programming languages does Lightning AI use?

Python is named in 75% of job postings at Lightning AI, followed by JavaScript (25%), SQL (25%), TypeScript (25%).

Python 3 75% required in 100% · 2 open now · since Oct 2026
JavaScript 1 25% required in 100% · since Oct 2026
SQL 1 25% required in 100% · since Oct 2026
TypeScript 1 25% required in 100% · since Oct 2026

What frameworks and libraries does Lightning AI use?

PyTorch Lightning is named in 100% of job postings at Lightning AI, followed by PyTorch (100%), NCCL (25%), React.js (25%).

PyTorch Lightning 4 100% required in 50% · 2 open now · since Oct 2026
PyTorch 4 100% optional · 2 open now · since Oct 2026
NCCL 1 25% required in 100% · 1 open now · since Oct 2026
React.js 1 25% required in 100% · since Oct 2026
Redux 1 25% required in 100% · since Oct 2026

What databases does Lightning AI use?

Google BigQuery is named in 25% of job postings at Lightning AI.

Google BigQuery 1 25% required in 100% · since Oct 2026

What cloud and platforms does Lightning AI use?

Amazon S3 is named in 50% of job postings at Lightning AI, followed by Linux (50%), AWS (25%), GCP (25%).

Amazon S3 2 50% required in 100% · 1 open now · since Oct 2026
Linux 2 50% required in 100% · 2 open now · since Oct 2026
AWS 1 25% required in 100% · since Oct 2026
GCP 1 25% required in 100% · since Oct 2026
Grafana 1 25% required in 100% · 1 open now · since Oct 2026
Looker 1 25% required in 100% · since Oct 2026

What developer tools does Lightning AI use?

Ansible is named in 25% of job postings at Lightning AI, followed by Git (25%), InfiniBand (25%), Prometheus (25%).

Ansible 1 25% required in 100% · 1 open now · since Oct 2026
Git 1 25% required in 100% · 1 open now · since Oct 2026
InfiniBand 1 25% required in 100% · 1 open now · since Oct 2026
Prometheus 1 25% required in 100% · 1 open now · since Oct 2026
Rest API 1 25% required in 100% · 1 open now · since Oct 2026
Terraform 1 25% required in 100% · 1 open now · since Oct 2026

Which engineering practices does Lightning AI ask for?

HPC is named in 50% of job postings at Lightning AI, followed by BGP (25%), CI/CD (25%), Layer 2 (25%).

HPC 2 50% required in 100% · 2 open now · since Oct 2026
BGP 1 25% required in 100% · 1 open now · since Oct 2026
CI/CD 1 25% required in 100% · since Oct 2026
Layer 2 1 25% required in 100% · 1 open now · since Oct 2026

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How modern is the Lightning AI stack?

Cutting-edge 76/100

Lightning AI scores 76 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: 0; legacy ones: 0.

How common is the Lightning AI stack in its industry?

Share of the 181 companies in the same industries, whose stack Alion knows, that use each technology.

PyTorch35%
PyTorch Lightning1%
Python76%
Amazon S312%
Linux33%
AWS55%
GCP50%
Google BigQuery14%
Grafana23%
JavaScript60%

What sets Lightning AI apart

PyTorch Lightning1%

Questions about the Lightning AI tech stack

What programming languages does Lightning AI use?

The languages named in Lightning AI job postings are Python (75%), JavaScript (25%), SQL (25%), TypeScript (25%), as a share of the 4 postings of the last 12 months.

Does Lightning AI use PyTorch Lightning?

Yes. PyTorch Lightning is named in 4 of 4 job postings (100%) and required in 2 of them.

What cloud and platforms does Lightning AI use?

The cloud and platforms named in Lightning AI job postings are Amazon S3 (2), Linux (2), AWS (1) (postings in brackets).

Is the Lightning AI tech stack changing?

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

How modern is the Lightning AI tech stack?

Lightning AI scores 76 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: 0; legacy ones: 0.

How does Alion know the Lightning AI tech stack?

Alion reads every job posting Lightning AI publishes and tags the technologies each one names. The figures on this page count the 4 postings of the last 12 months and were updated on Nov 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, "Lightning AI tech stack: 26 technologies from 4 job postings", as of Nov 2, 2026. https://alion.io/company/pytorchlightning/technologies

Licence: CC BY-SA 4.0JSON