Vecten
Financial Data & Market Intelligence

Vecten tech stack

Vecten builds mostly with Python, JavaScript, SQL, TypeScript. Its stack also includes AWS, Amazon S3, Snowflake, React.js. AWS is named in 8 of the 9 job postings Vecten published in the last 12 months (89%). Counted by Alion from the job postings of Vecten, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
88
Postings analysed
9
Open now
8
Modernity
89 /100
New in 6 months
3

What programming languages does Vecten use?

Python is named in 78% of job postings at Vecten, followed by JavaScript (56%), SQL (44%), TypeScript (44%).

Python 7 78% required in 100% · 6 open now · since Jan 2026
JavaScript 5 56% required in 40% · 5 open now · since Jan 2026
SQL 4 44% required in 100% · 4 open now · since Jan 2026
TypeScript 4 44% required in 75% · 4 open now · since Jan 2026
Node JS 1 11% optional · 1 open now · since Sep 2026

What frameworks and libraries does Vecten use?

React.js is named in 44% of job postings at Vecten, followed by FastAPI (22%), Agno (11%), CrewAI (11%).

React.js 4 44% required in 75% · 4 open now · since Jan 2026
FastAPI 2 22% required in 100% · 2 open now · since Jan 2026
Agno 1 11% required in 100% · 1 open now · since Apr 2026
CrewAI 1 11% required in 100% · 1 open now · since Apr 2026
Dagster 1 11% required in 100% · 1 open now · since Aug 2026
Django 1 11% required in 100% · 1 open now · since Aug 2026
LangChain 1 11% required in 100% · 1 open now · since Apr 2026
LangGraph 1 11% required in 100% · 1 open now · since Apr 2026
Show all (17)
Material UI1
Nest.JS1
Next.js1
Pure Data1
PyTorch1
Pytest1
Scikit-learn1
Transformers1
OpenTelemetry1

What databases does Vecten use?

Snowflake is named in 44% of job postings at Vecten, followed by PostgreSQL (22%), Pinecone (11%).

Snowflake 4 44% required in 100% · 4 open now · since Jan 2026
PostgreSQL 2 22% required in 100% · 2 open now · since Aug 2026
Pinecone 1 11% required in 100% · 1 open now · since Jan 2026

What cloud and platforms does Vecten use?

AWS is named in 89% of job postings at Vecten, followed by Amazon S3 (44%), GCP (22%), OpenAI (22%).

AWS 8 89% required in 88% · 7 open now · since Jan 2026
Amazon S3 4 44% required in 100% · 3 open now · since Jan 2026
GCP 2 22% required in 100% · 2 open now · since Apr 2026
OpenAI 2 22% required in 100% · 2 open now · since Jan 2026
Kubernetes 2 22% optional · 1 open now · since Jun 2026
AWS Lambda 1 11% required in 100% · 1 open now · since Sep 2026
Active Directory 1 11% required in 100% · since Jun 2026
Amazon EC2 1 11% required in 100% · 1 open now · since Jan 2026
Show all (26)
Amazon ECS1
Amazon EKS1
Anthropic1
Azure1
Bitbucket1
GitHub1
Grafana1
Hugging Face1
Linux1
Palo Alto NGFW1
Prefect1
Windows1
Amazon SageMaker1
Databricks1
Firebase1
MLFlow1
Spark1
Zscaler1

What developer tools does Vecten use?

Terraform is named in 67% of job postings at Vecten, followed by Cursor (67%), Claude Code (33%), Docker (33%).

Terraform 6 67% required in 100% · 5 open now · since Jan 2026
Cursor 6 67% required in 50% · 5 open now · since Apr 2026
Claude Code 3 33% required in 100% · 3 open now · since Jan 2026
Docker 3 33% required in 100% · 3 open now · since Jan 2026
OpenAI Codex 2 22% required in 100% · 2 open now · since Apr 2026
dbt 2 22% required in 50% · 2 open now · since Jan 2026
Git 1 11% required in 100% · 1 open now · since Aug 2026
Model Context Protocol 1 11% required in 100% · 1 open now · since Jan 2026
Show all (12)
Rest API1
ArgoCD1
Atlantis1
pySpark1

What AI and ML technologies does Vecten use?

Claude is named in 78% of job postings at Vecten, followed by LLM (33%), BERT (11%), ChatGPT (11%).

Claude 7 78% required in 71% · 6 open now · since Apr 2026
LLM 3 33% required in 100% · 3 open now · since Jan 2026
BERT 1 11% required in 100% · 1 open now · since Oct 2026
ChatGPT 1 11% required in 100% · 1 open now · since Oct 2026
Gemini 1 11% required in 100% · 1 open now · since Apr 2026
LoRA 1 11% required in 100% · 1 open now · since Oct 2026
PEFT 1 11% required in 100% · 1 open now · since Oct 2026

Which engineering practices does Vecten ask for?

AI Agents is named in 33% of job postings at Vecten, followed by CI/CD (33%), RAG (33%), Machine Learning (33%).

AI Agents 3 33% required in 100% · 3 open now · since Jan 2026
CI/CD 3 33% required in 100% · 2 open now · since Jun 2026
RAG 3 33% required in 100% · 3 open now · since Jan 2026
Machine Learning 3 33% required in 67% · 3 open now · since Jan 2026
Embeddings 2 22% required in 100% · 2 open now · since Jan 2026
Fine-tuning 2 22% required in 100% · 2 open now · since Jan 2026
IAM 2 22% required in 100% · 2 open now · since Jan 2026
Platform Engineering 2 22% required in 100% · 1 open now · since Apr 2026
Show all (18)
BGP1
DNS1
ETL/ELT1
LLM Guardrails1
NER1
NLP1
Prompt Engineering1
Semantic Search1
Structured Outputs1
GitOps1

What does each Vecten team work with?

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

AI/ML

3 postings
LLM3
Python3
AWS2
Claude2
Claude Code2
Cursor2

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How is the Vecten 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
PostgreSQLAug 2026
CI/CDJun 2026
KubernetesJun 2026
Not named for 6 months
EmbeddingsApr 2026
FastAPIApr 2026
OpenAIApr 2026
dbtApr 2026

How modern is the Vecten stack?

Cutting-edge AI adopter 89/100

Vecten scores 89 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: 7; legacy ones: 0.

How common is the Vecten stack in its industry?

Share of the 346 companies in the same industries, whose stack Alion knows, that use each technology.

AWS54%
Claude30%
Python71%
JavaScript49%
Amazon S322%
React.js35%
SQL64%
Snowflake22%
TypeScript39%
LLM34%

Questions about the Vecten tech stack

What programming languages does Vecten use?

The languages named in Vecten job postings are Python (78%), JavaScript (56%), SQL (44%), TypeScript (44%), Node JS (11%), as a share of the 9 postings of the last 12 months.

Does Vecten use React.js?

Yes. React.js is named in 4 of 9 job postings (44%) and required in 3 of them.

What cloud and platforms does Vecten use?

The cloud and platforms named in Vecten job postings are AWS (8), Amazon S3 (4), GCP (2) (postings in brackets).

What skills do you need for a AI/ML job at Vecten?

AI/ML postings at Vecten most often require LLM (3), Python (3), AWS (2), Claude (2), out of 3 postings in the last 12 months.

Is the Vecten tech stack changing?

Yes. PostgreSQL, CI/CD, Kubernetes first appeared in Vecten job postings in the last six months.

How modern is the Vecten tech stack?

Vecten scores 89 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: 7; legacy ones: 0.

How does Alion know the Vecten tech stack?

Alion reads every job posting Vecten 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, "Vecten tech stack: 88 technologies from 9 job postings", as of Nov 12, 2026. https://alion.io/company/vecten/technologies

Licence: CC BY-SA 4.0JSON