LighthouseAI tech stack

LighthouseAI builds mostly with Python, PHP, SQL, TypeScript. Its stack also includes GCP, Google BigQuery, BigQuery, Kubernetes. Python is named in 20 of the 64 job postings LighthouseAI published in the last 12 months (31%). Counted by Alion from the job postings of LighthouseAI, updated Sep 29, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 29, 2026
Technologies in use
55
Postings analysed
64
Open now
32
Modernity
86 /100
New in 6 months
8

What programming languages does LighthouseAI use?

Python is named in 31% of job postings at LighthouseAI, followed by PHP (8%), SQL (8%), TypeScript (8%).

Python 20 31% required in 100% · 13 open now · since Mar 2026
PHP 5 8% required in 100% · since Jun 2026
SQL 5 8% required in 100% · 3 open now · since Jul 2026
TypeScript 5 8% required in 100% · since Jun 2026
JavaScript 5 8% optional · since Jun 2026
Apex 2 3% required in 100% · 2 open now · since Jun 2026
C# 2 3% required in 100% · 2 open now · since Jun 2026
Go 2 3% required in 100% · since Jun 2026
Show all (9)
Java2

What frameworks and libraries does LighthouseAI use?

React.js is named in 8% of job postings at LighthouseAI, followed by Astro (5%), Tailwind CSS (5%), Django (3%).

React.js 5 8% required in 100% · since Jun 2026
Astro 3 5% required in 100% · since Aug 2026
Tailwind CSS 3 5% required in 100% · since Aug 2026
Django 2 3% required in 100% · since Jun 2026
Ember.js 2 3% required in 100% · since Jun 2026
Lightning Web Components 2 3% required in 100% · 2 open now · since Jun 2026
NumPy 2 3% required in 100% · 2 open now · since Sep 2026

What databases does LighthouseAI use?

Google BigQuery is named in 22% of job postings at LighthouseAI, followed by BigQuery (19%), Google Cloud Spanner (6%), Snowflake (6%).

Google BigQuery 14 22% required in 100% · 10 open now · since Mar 2026
BigQuery 12 19% required in 100% · 10 open now · since Mar 2026
Google Cloud Spanner 4 6% required in 100% · 4 open now · since Aug 2026
Snowflake 4 6% required in 100% · 4 open now · since Aug 2026
Google Bigtable 2 3% required in 100% · since Jun 2026
MySQL 2 3% required in 100% · since Jun 2026
PostgreSQL 2 3% required in 100% · since Jun 2026

What cloud and platforms does LighthouseAI use?

GCP is named in 27% of job postings at LighthouseAI, followed by Kubernetes (9%), GitLab (8%), Databricks (6%).

GCP 17 27% required in 100% · 10 open now · since Mar 2026
Kubernetes 6 9% required in 100% · 4 open now · since Jun 2026
GitLab 5 8% required in 100% · 2 open now · since Aug 2026
Databricks 4 6% required in 100% · 4 open now · since Aug 2026
Looker 3 5% required in 100% · 1 open now · since Jun 2025
Apache Kafka 2 3% required in 100% · 2 open now · since Sep 2026
MLFlow 2 3% required in 100% · 2 open now · since Sep 2026
Tableau 2 3% required in 100% · since Jul 2026
Show all (9)
Vertex AI2

What developer tools does LighthouseAI use?

Lighthouse is named in 48% of job postings at LighthouseAI, followed by Claude Code (17%), WordPress (8%), dbt (8%).

Lighthouse 31 48% required in 100% · 13 open now · since Aug 2023
Claude Code 11 17% required in 100% · 6 open now · since Mar 2026
WordPress 5 8% required in 100% · since Jun 2026
dbt 5 8% required in 100% · 3 open now · since Jul 2026
Copilot 3 5% required in 100% · since Jun 2026
Vite 3 5% required in 100% · since Aug 2026
pnpm 3 5% required in 100% · since Aug 2026
Google ADK 2 3% required in 100% · 2 open now · since Sep 2026

What AI and ML technologies does LighthouseAI use?

Claude is named in 22% of job postings at LighthouseAI, followed by ChatGPT (8%), Gemini (6%), LLM (6%).

Claude 14 22% required in 100% · 5 open now · since Jun 2025
ChatGPT 5 8% required in 100% · since Jun 2026
Gemini 4 6% required in 100% · 4 open now · since Mar 2026
LLM 4 6% required in 100% · 4 open now · since Mar 2026

Which engineering practices does LighthouseAI ask for?

Edge AI is named in 100% of job postings at LighthouseAI, followed by AI Agents (16%), Agentic Workflows (6%), ETL/ELT (6%).

Edge AI 64 100% required in 100% · 32 open now · since Jun 2023
AI Agents 10 16% required in 100% · 5 open now · since Mar 2026
Agentic Workflows 4 6% required in 100% · 4 open now · since Aug 2026
ETL/ELT 4 6% required in 100% · 4 open now · since Aug 2026
AIOps 3 5% required in 100% · since Jul 2026
CSS Modules 3 5% required in 100% · since Aug 2026
Rollup 3 5% required in 100% · since Jul 2026
CI/CD 2 3% required in 100% · 2 open now · since Jun 2026
Show all (11)
Machine Learning2
RAG1
SLI/SLO/SLA1

What does each LighthouseAI team work with?

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

Sales

22 postings
Lighthouse9
Copilot3

Marketing

7 postings
Claude7
Lighthouse7
ChatGPT5
PHP5
WordPress5
Looker2

Data Science

6 postings
BigQuery6
GCP6
Google BigQuery6
Python6
Databricks4
Google Cloud Spanner4

Solutions

6 postings
Claude5
BigQuery4
Claude Code4
GCP4
Gemini4
Google BigQuery4

Analytics

3 postings
Python3
SQL3
dbt3
Claude2
GCP2
Google BigQuery2

See the open roles

How does your stack fit LighthouseAI?

Sign in to compare your skills with this stack and see which open roles fit you.
Sign In

How is the LighthouseAI 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
Google ADKSep 2026
MLFlowSep 2026
Machine LearningSep 2026
NumPySep 2026
Vertex AISep 2026
Apache KafkaSep 2026
Agentic WorkflowsAug 2026
DatabricksAug 2026
Rising
GitLab0% → 11%
SQL0% → 11%
dbt0% → 11%
Agentic Workflows0% → 9%
Databricks0% → 9%
ETL/ELT0% → 9%
Google Cloud Spanner0% → 9%
Snowflake0% → 9%
Falling
Claude Code27% → 11%
BigQuery27% → 14%
ChatGPT13% → 7%
PHP13% → 7%
React.js13% → 7%
TypeScript13% → 7%
WordPress13% → 7%
JavaScript13% → 7%

How modern is the LighthouseAI stack?

Cutting-edge AI adopter 86/100

LighthouseAI scores 86 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: 4; legacy ones: 0.

Questions about the LighthouseAI tech stack

What programming languages does LighthouseAI use?

The languages named in LighthouseAI job postings are Python (31%), PHP (8%), SQL (8%), TypeScript (8%), JavaScript (8%), as a share of the 64 postings of the last 12 months.

Does LighthouseAI use React.js?

Yes. React.js is named in 5 of 64 job postings (8%) and required in 5 of them.

What cloud and platforms does LighthouseAI use?

The cloud and platforms named in LighthouseAI job postings are GCP (17), Kubernetes (6), GitLab (5) (postings in brackets).

What skills do you need for a Sales job at LighthouseAI?

Sales postings at LighthouseAI most often require Lighthouse (9), Copilot (3), out of 22 postings in the last 12 months.

Is the LighthouseAI tech stack changing?

Yes. Google ADK, MLFlow, Machine Learning, NumPy first appeared in LighthouseAI job postings in the last six months.

How modern is the LighthouseAI tech stack?

LighthouseAI scores 86 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: 4; legacy ones: 0.

How does Alion know the LighthouseAI tech stack?

Alion reads every job posting LighthouseAI publishes and tags the technologies each one names. The figures on this page count the 64 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, "LighthouseAI tech stack: 55 technologies from 64 job postings", as of Sep 29, 2026. https://alion.io/company/lighthouseai/technologies

Licence: CC BY-SA 4.0JSON