Forbes
Digital Media · Financial News & Media

Forbes tech stack

Forbes builds mostly with Python, SQL, JavaScript, Node JS. Its stack also includes Google BigQuery, Looker, GCP, React.js. Python is named in 20 of the 43 job postings Forbes published in the last 12 months (47%). Counted by Alion from the job postings of Forbes, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
119
Postings analysed
43
Open now
27
Modernity
85 /100
New in 6 months
8

What programming languages does Forbes use?

Python is named in 47% of job postings at Forbes, followed by SQL (35%), JavaScript (21%), Node JS (19%).

Python 20 47% required in 95% · 11 open now · since Aug 2026
SQL 15 35% required in 100% · 11 open now · since Aug 2026
JavaScript 9 21% required in 44% · 5 open now · since Aug 2026
Node JS 8 19% required in 100% · 4 open now · since Aug 2026
Go 4 9% required in 100% · 1 open now · since Aug 2026
TypeScript 3 7% required in 100% · 3 open now · since Oct 2026
PHP 2 5% required in 50% · 1 open now · since Jul 2026
C++ 1 2% required in 100% · since Aug 2026
Show all (11)
PowerShell1
Sass1
Clarity1

What frameworks and libraries does Forbes use?

React.js is named in 16% of job postings at Forbes, followed by Nest.JS (7%), Cypress (7%), Jest (7%).

React.js 7 16% required in 100% · 4 open now · since Aug 2026
Nest.JS 3 7% required in 67% · 3 open now · since Oct 2026
Cypress 3 7% required in 33% · 3 open now · since Oct 2026
Jest 3 7% required in 33% · 3 open now · since Oct 2026
PyTorch 2 5% required in 50% · since Aug 2026
Redux 2 5% optional · 2 open now · since Oct 2026
Tailwind CSS 2 5% optional · 2 open now · since Oct 2026
Express 1 2% required in 100% · 1 open now · since Oct 2026
Show all (16)
NumPy1
Pandas1
SGLang1
Scikit-learn1
TensorRT-LLM1
Vue.js1
Supertest1
TensorFlow1

What databases does Forbes use?

Google BigQuery is named in 19% of job postings at Forbes, followed by PostgreSQL (7%), Redis (5%), ArangoDB (2%).

Google BigQuery 8 19% required in 63% · 5 open now · since Aug 2026
PostgreSQL 3 7% required in 33% · 3 open now · since Oct 2026
Redis 2 5% required in 50% · 2 open now · since Oct 2026
ArangoDB 1 2% required in 100% · since Aug 2026
ElasticSearch 1 2% required in 100% · 1 open now · since Oct 2026
MySQL 1 2% required in 100% · 1 open now · since Oct 2026
Neo4j 1 2% required in 100% · since Aug 2026

What cloud and platforms does Forbes use?

Looker is named in 16% of job postings at Forbes, followed by GCP (16%), Tableau (16%), Figma (14%).

Looker 7 16% required in 71% · 5 open now · since Aug 2026
GCP 7 16% required in 57% · 5 open now · since Aug 2026
Tableau 7 16% required in 57% · 6 open now · since Aug 2026
Figma 6 14% required in 83% · 5 open now · since Jan 2026
AWS 4 9% required in 50% · 3 open now · since Aug 2026
Kubernetes 4 9% required in 25% · 3 open now · since Aug 2026
Vertex AI 4 9% required in 25% · 3 open now · since Jun 2026
Apache Kafka 3 7% required in 100% · 1 open now · since Aug 2026
Show all (32)
Azure3
GitHub Actions3
Crowdstrike2
Microsoft Entra ID2
Okta2
OpenAI2
Spark2
Windows2
AWS Lambda1
Active Directory1
Airflow1
Arize Phoenix1
Bitbucket1
Braze1
GitHub1
GitLab1
GitLab CI1
Hugging Face1
LangSmith1
Langfuse1
Microsoft Defender1
Power BI1
RTOS1
vLLM1

What developer tools does Forbes use?

Docker is named in 12% of job postings at Forbes, followed by dbt (12%), Rest API (9%), Canva (7%).

Docker 5 12% required in 40% · 3 open now · since Aug 2026
dbt 5 12% required in 40% · 3 open now · since Aug 2026
Rest API 4 9% required in 50% · 4 open now · since Oct 2026
Canva 3 7% required in 100% · 3 open now · since Jul 2026
GraphQL 3 7% required in 67% · 3 open now · since Oct 2026
Microsoft Excel 3 7% required in 67% · 3 open now · since Apr 2026
Adobe Photoshop 2 5% required in 100% · 2 open now · since Jan 2026
Adobe Premiere Pro 2 5% required in 100% · 2 open now · since Jan 2026
Show all (22)
Cursor2
WordPress2
Adobe After Effects1
Babel1
Braintrust1
Chrome DevTools1
Copilot1
Git1
Jenkins1
Model Context Protocol1
Storybook1
TensorRT1
Webpack1
npm1

What AI and ML technologies does Forbes use?

LLM is named in 7% of job postings at Forbes, followed by ChatGPT (2%), Claude (2%), Llama (2%).

LLM 3 7% required in 100% · 1 open now · since Aug 2026
ChatGPT 1 2% required in 100% · 1 open now · since Oct 2026
Claude 1 2% required in 100% · 1 open now · since Oct 2026
Llama 1 2% required in 100% · since Aug 2026
LoRA 1 2% required in 100% · since Aug 2026
PEFT 1 2% required in 100% · since Aug 2026
QLoRA 1 2% required in 100% · since Aug 2026
Qwen 1 2% required in 100% · since Aug 2026

Which engineering practices does Forbes ask for?

CI/CD is named in 19% of job postings at Forbes, followed by ETL/ELT (14%), Machine Learning (12%), AI Agents (5%).

CI/CD 8 19% required in 100% · 5 open now · since Jul 2026
ETL/ELT 6 14% required in 100% · 4 open now · since Aug 2026
Machine Learning 5 12% required in 100% · 4 open now · since Aug 2026
AI Agents 2 5% required in 100% · 1 open now · since Aug 2026
Fine-tuning 2 5% required in 100% · 1 open now · since Aug 2026
RAG 2 5% required in 100% · 1 open now · since Aug 2026
Embeddings 2 5% required in 50% · 2 open now · since Oct 2026
NLP 2 5% required in 50% · 1 open now · since Aug 2026
Show all (23)
DHCP1
DNS1
DPO1
Function Calling1
Human-in-the-Loop1
Hybrid Search1
Knowledge Graph1
LLM Guardrails1
Prompt Engineering1
Reranking1
SFT1
Structured Outputs1
Time Series1
VPN1
Wi-Fi1

What does each Forbes team work with?

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

Data Science

10 postings
Python10
SQL9
Google BigQuery5
Apache Kafka2
GCP2
Spark2

Backend

7 postings
Node JS7
React.js6
JavaScript4
Go3
Python3
AWS2

Communications

4 postings
Adobe Photoshop2
Adobe Premiere Pro2
Figma2

AI/ML

3 postings
LLM2
Python2

Marketing

3 postings
Canva2
Figma2

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How is the Forbes 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
CursorOct 2026
EmbeddingsOct 2026
Rest APIOct 2026
TypeScriptOct 2026
GraphQLOct 2026
Nest.JSOct 2026
CypressOct 2026
GitHub ActionsOct 2026
Rising
SQL19% → 48%
Looker6% → 24%
Tableau6% → 24%
Rest API0% → 16%
TypeScript0% → 12%
GraphQL0% → 12%
Nest.JS0% → 12%
Cypress0% → 12%
Falling
Go19% → 4%
CI/CD25% → 16%
Node JS25% → 16%

How modern is the Forbes stack?

Cutting-edge AI adopter 85/100

Forbes scores 85 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: 8; legacy ones: 0.

How common is the Forbes stack in its industry?

Share of the 1,013 companies in the same industries, whose stack Alion knows, that use each technology.

Python32%
SQL30%
JavaScript32%
Google BigQuery10%
Node JS15%
GCP17%
Looker10%
React.js19%
Tableau11%
Figma19%

What sets Forbes apart

Vertex AI3%
Cypress3%
Jest3%
Nest.JS2%

Questions about the Forbes tech stack

What programming languages does Forbes use?

The languages named in Forbes job postings are Python (47%), SQL (35%), JavaScript (21%), Node JS (19%), Go (9%), as a share of the 43 postings of the last 12 months.

Does Forbes use React.js?

Yes. React.js is named in 7 of 43 job postings (16%) and required in 7 of them.

What cloud and platforms does Forbes use?

The cloud and platforms named in Forbes job postings are Looker (7), GCP (7), Tableau (7) (postings in brackets).

What skills do you need for a Data Science job at Forbes?

Data Science postings at Forbes most often require Python (10), SQL (9), Google BigQuery (5), Apache Kafka (2), out of 10 postings in the last 12 months.

Is the Forbes tech stack changing?

Yes. Cursor, Embeddings, Rest API, TypeScript first appeared in Forbes job postings in the last six months.

How modern is the Forbes tech stack?

Forbes scores 85 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: 8; legacy ones: 0.

How does Alion know the Forbes tech stack?

Alion reads every job posting Forbes publishes and tags the technologies each one names. The figures on this page count the 43 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, "Forbes tech stack: 119 technologies from 43 job postings", as of Nov 12, 2026. https://alion.io/company/forbes-advisor/technologies

Licence: CC BY-SA 4.0JSON