BayRock Labs 4S Framework tech stack

BayRock Labs 4S Framework builds mostly with JavaScript, SQL, Python, TypeScript. Its stack also includes AWS, Azure, React.js, Jest. JavaScript is named in 5 of the 10 job postings BayRock Labs 4S Framework published in the last 12 months (50%). Counted by Alion from the job postings of BayRock Labs 4S Framework, updated Sep 29, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 29, 2026
Technologies in use
86
Postings analysed
10
Open now
10
Modernity
86 /100

What programming languages does BayRock Labs 4S Framework use?

JavaScript is named in 50% of job postings at BayRock Labs 4S Framework, followed by SQL (40%), Python (30%), TypeScript (30%).

JavaScript 5 50% required in 60% · 5 open now · since Jan 2026
SQL 4 40% required in 100% · 4 open now · since Oct 2025
Python 3 30% required in 100% · 3 open now · since Dec 2025
TypeScript 3 30% required in 100% · 3 open now · since Jan 2026
Node JS 3 30% required in 33% · 3 open now · since Feb 2026
Java 2 20% required in 100% · 2 open now · since Oct 2025

What frameworks and libraries does BayRock Labs 4S Framework use?

React.js is named in 30% of job postings at BayRock Labs 4S Framework, followed by Jest (30%), FastAPI (20%), LangChain (20%).

React.js 3 30% required in 100% · 3 open now · since Jan 2026
Jest 3 30% required in 33% · 3 open now · since Jan 2026
FastAPI 2 20% required in 100% · 2 open now · since Dec 2025
LangChain 2 20% required in 100% · 2 open now · since Dec 2025
LangGraph 2 20% required in 100% · 2 open now · since Dec 2025
Next.js 2 20% required in 50% · 2 open now · since Feb 2026
Redux 2 20% required in 50% · 2 open now · since Jan 2026
Material UI 2 20% optional · 2 open now · since Jan 2026
Show all (19)
Angular1
Astro1
Gatsby1
Playwright1
Vue.js1
Ant Design1
Bootstrap1
Chakra UI1
FAISS1
Mocha1
Vuex1

What databases does BayRock Labs 4S Framework use?

Azure SQL Database is named in 10% of job postings at BayRock Labs 4S Framework, followed by Delta Lake (10%), DynamoDB (10%), MySQL (10%).

Azure SQL Database 1 10% required in 100% · 1 open now · since Mar 2026
Delta Lake 1 10% required in 100% · 1 open now · since Mar 2026
DynamoDB 1 10% required in 100% · 1 open now · since Feb 2026
MySQL 1 10% required in 100% · 1 open now · since Feb 2026
Oracle 1 10% required in 100% · 1 open now · since Oct 2025
PostgreSQL 1 10% required in 100% · 1 open now · since Feb 2026
Snowflake 1 10% required in 100% · 1 open now · since Mar 2026
Teradata 1 10% required in 100% · 1 open now · since Mar 2026
Show all (10)
Pinecone1
Weaviate1

What cloud and platforms does BayRock Labs 4S Framework use?

AWS is named in 30% of job postings at BayRock Labs 4S Framework, followed by Azure (30%), GCP (20%), AWS Lambda (10%).

AWS 3 30% required in 100% · 3 open now · since Jan 2026
Azure 3 30% required in 100% · 3 open now · since Jan 2026
GCP 2 20% required in 100% · 2 open now · since Jan 2026
AWS Lambda 1 10% required in 100% · 1 open now · since Feb 2026
Active Directory 1 10% required in 100% · 1 open now · since Oct 2025
Amazon S3 1 10% required in 100% · 1 open now · since Feb 2026
Azure DevOps 1 10% required in 100% · 1 open now · since Mar 2026
Bitbucket 1 10% required in 100% · 1 open now · since Mar 2026
Show all (21)
Databricks1
Figma1
GitHub Actions1
GitLab1
GitLab CI1
LDAP1
Spark1
Windows1
CyberArk1
Kubeflow1
Kubernetes1
MLFlow1
Okta1

What developer tools does BayRock Labs 4S Framework use?

Git is named in 30% of job postings at BayRock Labs 4S Framework, followed by Webpack (30%), Rest API (20%), npm (20%).

Git 3 30% required in 100% · 3 open now · since Jan 2026
Webpack 3 30% required in 67% · 3 open now · since Feb 2026
Rest API 2 20% required in 100% · 2 open now · since Feb 2026
npm 2 20% required in 100% · 2 open now · since Feb 2026
Adobe XD 1 10% required in 100% · 1 open now · since Jan 2026
Babel 1 10% required in 100% · 1 open now · since Mar 2026
Copilot 1 10% required in 100% · 1 open now · since Feb 2026
GraphQL 1 10% required in 100% · 1 open now · since Feb 2026
Show all (17)
Informatica1
Sketch1
Storybook1
Terraform1
Vite1
Yarn1
pySpark1
AWS CDK1
Docker1

What AI and ML technologies does BayRock Labs 4S Framework use?

LLM is named in 20% of job postings at BayRock Labs 4S Framework, followed by Claude (10%), Mistral (10%).

LLM 2 20% required in 100% · 2 open now · since Dec 2025
Claude 1 10% required in 100% · 1 open now · since Jan 2026
Mistral 1 10% required in 100% · 1 open now · since Jan 2026

Which engineering practices does BayRock Labs 4S Framework ask for?

CI/CD is named in 50% of job postings at BayRock Labs 4S Framework, followed by Data Vault (10%), Dimensional Modeling (10%), ETL/ELT (10%).

CI/CD 5 50% required in 40% · 5 open now · since Jan 2026
Data Vault 1 10% required in 100% · 1 open now · since Mar 2026
Dimensional Modeling 1 10% required in 100% · 1 open now · since Mar 2026
ETL/ELT 1 10% required in 100% · 1 open now · since Oct 2025
IAM 1 10% required in 100% · 1 open now · since Oct 2025
Master Data Management 1 10% required in 100% · 1 open now · since Mar 2026
Fine-tuning 1 10% optional · 1 open now · since Jan 2026
Prompt Engineering 1 10% optional · 1 open now · since Jan 2026
Show all (10)
RAG1
State Management1

What does each BayRock Labs 4S Framework team work with?

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

Frontend

3 postings
JavaScript3
React.js3
TypeScript3
Git2
Rest API2
Webpack2

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How is the BayRock Labs 4S Framework 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.

Not named for 6 months
JavaScriptMar 2026
CI/CDMar 2026
SQLMar 2026
GitMar 2026
React.jsMar 2026
TypeScriptMar 2026
WebpackMar 2026
JestMar 2026

How modern is the BayRock Labs 4S Framework stack?

Cutting-edge AI adopter 86/100

BayRock Labs 4S Framework 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: 3; legacy ones: 0.

How common is the BayRock Labs 4S Framework stack in its industry?

Share of the 4,166 companies in the same industries, whose stack Alion knows, that use each technology.

JavaScript43%
SQL42%
AWS41%
Azure35%
Jest4%
Node JS20%
Python53%
React.js28%
TypeScript33%
FastAPI10%

What sets BayRock Labs 4S Framework apart

Jest4%

Questions about the BayRock Labs 4S Framework tech stack

What programming languages does BayRock Labs 4S Framework use?

The languages named in BayRock Labs 4S Framework job postings are JavaScript (50%), SQL (40%), Python (30%), TypeScript (30%), Node JS (30%), as a share of the 10 postings of the last 12 months.

Does BayRock Labs 4S Framework use React.js?

Yes. React.js is named in 3 of 10 job postings (30%) and required in 3 of them.

What cloud and platforms does BayRock Labs 4S Framework use?

The cloud and platforms named in BayRock Labs 4S Framework job postings are AWS (3), Azure (3), GCP (2) (postings in brackets).

What skills do you need for a Frontend job at BayRock Labs 4S Framework?

Frontend postings at BayRock Labs 4S Framework most often require JavaScript (3), React.js (3), TypeScript (3), Git (2), out of 3 postings in the last 12 months.

Is the BayRock Labs 4S Framework tech stack changing?

No new technology has appeared in BayRock Labs 4S Framework job postings in the last six months.

How modern is the BayRock Labs 4S Framework tech stack?

BayRock Labs 4S Framework 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: 3; legacy ones: 0.

How does Alion know the BayRock Labs 4S Framework tech stack?

Alion reads every job posting BayRock Labs 4S Framework publishes and tags the technologies each one names. The figures on this page count the 10 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, "BayRock Labs 4S Framework tech stack: 86 technologies from 10 job postings", as of Sep 29, 2026. https://alion.io/company/bayrocklabs/technologies

Licence: CC BY-SA 4.0JSON