Lightelligence
Optics & Photonic Components · AI Chips & Accelerators

Lightelligence tech stack

Lightelligence builds mostly with C++, Python, JavaScript, MATLAB. Its stack also includes Linux, PyTorch, SGLang. C++ is named in 5 of the 9 job postings Lightelligence published in the last 12 months (56%). Counted by Alion from the job postings of Lightelligence, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
23
Postings analysed
9
Open now
9
Modernity
84 /100

What programming languages does Lightelligence use?

C++ is named in 56% of job postings at Lightelligence, followed by Python (33%), JavaScript (11%), MATLAB (11%).

C++ 5 56% required in 100% · 5 open now · since Jul 2026
Python 3 33% required in 100% · 3 open now · since Jul 2026
JavaScript 1 11% required in 100% · 1 open now · since Nov 2026
MATLAB 1 11% required in 100% · 1 open now · since Jul 2026
Java 1 11% optional · 1 open now · since Nov 2026

What frameworks and libraries does Lightelligence use?

PyTorch is named in 11% of job postings at Lightelligence, followed by SGLang (11%), Spring Boot (11%), TensorFlow (11%).

PyTorch 1 11% required in 100% · 1 open now · since Jul 2026
SGLang 1 11% required in 100% · 1 open now · since Sep 2026
Spring Boot 1 11% required in 100% · 1 open now · since Nov 2026
TensorFlow 1 11% required in 100% · 1 open now · since Jul 2026
TensorFlow C++ 1 11% required in 100% · 1 open now · since Jul 2026
TensorRT-LLM 1 11% required in 100% · 1 open now · since Sep 2026
Vue.js 1 11% required in 100% · 1 open now · since Nov 2026

What cloud and platforms does Lightelligence use?

Linux is named in 11% of job postings at Lightelligence.

Linux 1 11% required in 100% · 1 open now · since Nov 2026

What developer tools does Lightelligence use?

Git is named in 11% of job postings at Lightelligence, followed by InfiniBand (11%), TensorRT (11%).

Git 1 11% required in 100% · 1 open now · since Nov 2026
InfiniBand 1 11% required in 100% · 1 open now · since Jul 2026
TensorRT 1 11% optional · 1 open now · since Sep 2026

What AI and ML technologies does Lightelligence use?

AWQ is named in 11% of job postings at Lightelligence, followed by GPTQ (11%), LLM (11%).

AWQ 1 11% required in 100% · 1 open now · since Sep 2026
GPTQ 1 11% required in 100% · 1 open now · since Sep 2026
LLM 1 11% required in 100% · 1 open now · since Sep 2026

Which engineering practices does Lightelligence ask for?

CI/CD is named in 11% of job postings at Lightelligence, followed by FMEA (11%), Mixture of Experts (11%), Statistical Process Control (11%).

CI/CD 1 11% required in 100% · 1 open now · since Nov 2026
FMEA 1 11% required in 100% · 1 open now · since Jul 2026
Mixture of Experts 1 11% required in 100% · 1 open now · since Sep 2026
Statistical Process Control 1 11% required in 100% · 1 open now · since Sep 2026

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How modern is the Lightelligence stack?

Cutting-edge AI adopter 84/100

Lightelligence scores 84 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 Lightelligence stack in its industry?

Share of the 280 companies in the same industries, whose stack Alion knows, that use each technology.

C++64%
Python68%
AWQ1%
GPTQ3%
Java12%
JavaScript20%
LLM29%
Linux45%
MATLAB28%
PyTorch33%

Questions about the Lightelligence tech stack

What programming languages does Lightelligence use?

The languages named in Lightelligence job postings are C++ (56%), Python (33%), JavaScript (11%), MATLAB (11%), Java (11%), as a share of the 9 postings of the last 12 months.

What cloud and platforms does Lightelligence use?

The cloud and platforms named in Lightelligence job postings are Linux (1) (postings in brackets).

Is the Lightelligence tech stack changing?

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

How modern is the Lightelligence tech stack?

Lightelligence scores 84 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 Lightelligence tech stack?

Alion reads every job posting Lightelligence publishes and tags the technologies each one names. The figures on this page count the 9 postings of the last 12 months and were updated on Nov 12, 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, "Lightelligence tech stack: 23 technologies from 9 job postings", as of Nov 12, 2026. https://alion.io/company/Xizhikeji/technologies

Licence: CC BY-SA 4.0JSON