LinqAlpha
Financial Data & Market Intelligence · Financial AI

LinqAlpha tech stack

LinqAlpha builds mostly with Python, TypeScript, JavaScript, Java. Its stack also includes AWS, Azure, React.js, Amazon Redshift. LLM is named in 8 of the 18 job postings LinqAlpha published in the last 12 months (44%). Counted by Alion from the job postings of LinqAlpha, updated Nov 10, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 10, 2026
Technologies in use
46
Postings analysed
18
Open now
18
Modernity
92 /100
New in 6 months
7

What programming languages does LinqAlpha use?

Python is named in 33% of job postings at LinqAlpha, followed by TypeScript (17%), JavaScript (11%), Java (6%).

Python 6 33% required in 83% · 6 open now · since Nov 2025
TypeScript 3 17% required in 100% · 3 open now · since Jun 2026
JavaScript 2 11% optional · 2 open now · since Jul 2026
Java 1 6% required in 100% · 1 open now · since Dec 2025
SQL 1 6% optional · 1 open now · since Jul 2026

What frameworks and libraries does LinqAlpha use?

React.js is named in 11% of job postings at LinqAlpha, followed by LangGraph (6%), Next.js (6%), React Native (6%).

React.js 2 11% required in 50% · 2 open now · since Jul 2026
LangGraph 1 6% required in 100% · 1 open now · since Jun 2026
Next.js 1 6% required in 100% · 1 open now · since Jul 2026
React Native 1 6% required in 100% · 1 open now · since Jul 2026
LangChain 1 6% optional · 1 open now · since Jun 2026

What databases does LinqAlpha use?

Amazon Redshift is named in 6% of job postings at LinqAlpha, followed by ElasticSearch (6%), Google BigQuery (6%), OpenSearch (6%).

Amazon Redshift 1 6% required in 100% · 1 open now · since Dec 2025
ElasticSearch 1 6% required in 100% · 1 open now · since Nov 2025
Google BigQuery 1 6% required in 100% · 1 open now · since Dec 2025
OpenSearch 1 6% required in 100% · 1 open now · since Nov 2025
PostgreSQL 1 6% required in 100% · 1 open now · since Jul 2026
Snowflake 1 6% required in 100% · 1 open now · since Dec 2025

What cloud and platforms does LinqAlpha use?

AWS is named in 28% of job postings at LinqAlpha, followed by Azure (28%), GCP (22%), Kubernetes (17%).

AWS 5 28% required in 100% · 5 open now · since Nov 2025
Azure 5 28% required in 100% · 5 open now · since Nov 2025
GCP 4 22% required in 100% · 4 open now · since Nov 2025
Kubernetes 3 17% required in 100% · 3 open now · since Dec 2025
Apache Kafka 1 6% required in 100% · 1 open now · since Dec 2025
Datadog 1 6% required in 100% · 1 open now · since Jun 2026
Figma 1 6% required in 100% · 1 open now · since Oct 2026
Spark 1 6% required in 100% · 1 open now · since Dec 2025
Show all (9)
arXiv1

What developer tools does LinqAlpha use?

Model Context Protocol is named in 50% of job postings at LinqAlpha, followed by Claude Code (33%), Cursor (33%), ArgoCD (11%).

Model Context Protocol 9 50% required in 100% · 9 open now · since Jun 2026
Claude Code 6 33% required in 100% · 6 open now · since Nov 2025
Cursor 6 33% required in 100% · 6 open now · since Nov 2025
ArgoCD 2 11% required in 100% · 2 open now · since Jun 2026
Terraform 2 11% required in 100% · 2 open now · since Dec 2025
Ansible 1 6% required in 100% · 1 open now · since Dec 2025
Argo Workflows 1 6% required in 100% · 1 open now · since Jul 2026
Docker 1 6% required in 100% · 1 open now · since Dec 2025
Show all (10)
OpenAI Codex1
kubectl1

What AI and ML technologies does LinqAlpha use?

LLM is named in 44% of job postings at LinqAlpha, followed by Claude (11%), ChatGPT (6%), LoRA (6%).

LLM 8 44% required in 100% · 8 open now · since Nov 2025
Claude 2 11% required in 100% · 2 open now · since Nov 2025
ChatGPT 1 6% required in 100% · 1 open now · since Nov 2025
LoRA 1 6% required in 100% · 1 open now · since Jun 2026
PEFT 1 6% optional · 1 open now · since Jun 2026

Which engineering practices does LinqAlpha ask for?

RAG is named in 22% of job postings at LinqAlpha, followed by AI Agents (22%), CI/CD (11%), NLP (11%).

RAG 4 22% required in 100% · 4 open now · since Nov 2025
AI Agents 4 22% required in 75% · 4 open now · since Jul 2026
CI/CD 2 11% required in 100% · 2 open now · since Dec 2025
NLP 2 11% required in 100% · 2 open now · since Jun 2026
GitOps 1 6% required in 100% · 1 open now · since Jun 2026
SFT 1 6% required in 100% · 1 open now · since Jun 2026

What does each LinqAlpha team work with?

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

Solutions

3 postings
AWS2
Azure2
Claude Code2
Cursor2
GCP2
LLM2

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How is the LinqAlpha 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
React.jsJul 2026
JavaScriptJul 2026
AI AgentsJul 2026
TypeScriptJun 2026
Model Context ProtocolJun 2026
ArgoCDJun 2026
NLPJun 2026

How modern is the LinqAlpha stack?

Cutting-edge AI adopter 92/100

LinqAlpha scores 92 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: 5; legacy ones: 0.

How common is the LinqAlpha stack in its industry?

Share of the 503 companies in the same industries, whose stack Alion knows, that use each technology.

LLM40%
Python71%
AWS53%
Azure36%
GCP33%
Kubernetes40%
TypeScript42%
Claude30%
JavaScript49%
React.js35%

Questions about the LinqAlpha tech stack

What programming languages does LinqAlpha use?

The languages named in LinqAlpha job postings are Python (33%), TypeScript (17%), JavaScript (11%), Java (6%), SQL (6%), as a share of the 18 postings of the last 12 months.

Does LinqAlpha use React.js?

Yes. React.js is named in 2 of 18 job postings (11%) and required in 1 of them.

What cloud and platforms does LinqAlpha use?

The cloud and platforms named in LinqAlpha job postings are AWS (5), Azure (5), GCP (4) (postings in brackets).

What skills do you need for a Solutions job at LinqAlpha?

Solutions postings at LinqAlpha most often require AWS (2), Azure (2), Claude Code (2), Cursor (2), out of 3 postings in the last 12 months.

Is the LinqAlpha tech stack changing?

Yes. React.js, JavaScript, AI Agents, TypeScript first appeared in LinqAlpha job postings in the last six months.

How modern is the LinqAlpha tech stack?

LinqAlpha scores 92 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: 5; legacy ones: 0.

How does Alion know the LinqAlpha tech stack?

Alion reads every job posting LinqAlpha publishes and tags the technologies each one names. The figures on this page count the 18 postings of the last 12 months and were updated on Nov 10, 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, "LinqAlpha tech stack: 46 technologies from 18 job postings", as of Nov 10, 2026. https://alion.io/company/linqalpha/technologies

Licence: CC BY-SA 4.0JSON