Vi tech stack

Vi builds mostly with Python, TypeScript, SQL, JavaScript. Its stack also includes AWS, Amazon S3, Snowflake, Unstructured.io. Python is named in 7 of the 10 job postings Vi published in the last 12 months (70%). Counted by Alion from the job postings of Vi, updated Oct 14, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 14, 2026
Technologies in use
35
Postings analysed
10
Open now
9
Modernity
76 /100
New in 6 months
3

What programming languages does Vi use?

Python is named in 70% of job postings at Vi, followed by TypeScript (40%), SQL (30%), JavaScript (20%).

Python 7 70% required in 100% · 7 open now · since Sep 2026
TypeScript 4 40% required in 100% · 3 open now · since Jul 2026
SQL 3 30% required in 100% · 3 open now · since Sep 2026
JavaScript 2 20% required in 100% · 1 open now · since Jul 2026

What frameworks and libraries does Vi use?

Unstructured.io is named in 10% of job postings at Vi.

Unstructured.io 1 10% required in 100% · 1 open now · since Oct 2026

What databases does Vi use?

Snowflake is named in 20% of job postings at Vi.

Snowflake 2 20% required in 100% · 1 open now · since Jul 2026

What cloud and platforms does Vi use?

AWS is named in 70% of job postings at Vi, followed by Amazon S3 (40%), Spark (40%), GCP (30%).

AWS 7 70% required in 86% · 6 open now · since Jul 2026
Amazon S3 4 40% required in 75% · 3 open now · since Jul 2026
Spark 4 40% required in 75% · 4 open now · since Sep 2026
GCP 3 30% required in 100% · 2 open now · since Jul 2026
Databricks 2 20% required in 100% · 1 open now · since Jul 2026
Amazon SageMaker 2 20% required in 50% · 2 open now · since Sep 2026
Twilio 2 20% optional · 2 open now · since Oct 2026
MLFlow 1 10% required in 100% · 1 open now · since Sep 2026
Show all (9)
LiveKit1

What developer tools does Vi use?

WebSockets is named in 40% of job postings at Vi, followed by Docker (20%), pySpark (20%), AWS CDK (10%).

WebSockets 4 40% required in 100% · 3 open now · since Jul 2026
Docker 2 20% required in 100% · 2 open now · since Oct 2026
pySpark 2 20% required in 100% · 2 open now · since Sep 2026
AWS CDK 1 10% required in 100% · 1 open now · since Oct 2026
CloudFormation 1 10% required in 100% · 1 open now · since Oct 2026
Microsoft Excel 1 10% required in 100% · 1 open now · since Sep 2026

What AI and ML technologies does Vi use?

LLM is named in 50% of job postings at Vi.

LLM 5 50% required in 60% · 4 open now · since Jul 2026

Which engineering practices does Vi ask for?

AI Agents is named in 70% of job postings at Vi, followed by CI/CD (50%), ETL/ELT (40%), LLM Guardrails (40%).

AI Agents 7 70% required in 100% · 6 open now · since Jul 2026
CI/CD 5 50% required in 100% · 4 open now · since Jul 2026
ETL/ELT 4 40% required in 100% · 3 open now · since Jul 2026
LLM Guardrails 4 40% required in 100% · 3 open now · since Jul 2026
Platform Engineering 4 40% required in 100% · 3 open now · since Jul 2026
Embeddings 3 30% required in 100% · 3 open now · since Oct 2026
Structured Outputs 3 30% required in 33% · 2 open now · since Jul 2026
Function Calling 2 20% optional · 1 open now · since Jul 2026
Show all (13)
Prompt Engineering2
LLM Evaluation1
Speech Recognition1
Text-to-Speech1
Voice Agents1

What does each Vi team work with?

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

AI/ML

5 postings
AWS5
Python4
TypeScript4
GCP3
WebSockets3
Amazon S32

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How is the Vi 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
DockerOct 2026
TwilioOct 2026
EmbeddingsOct 2026

How modern is the Vi stack?

Cutting-edge AI adopter 76/100

Vi scores 76 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: 1; legacy ones: 0.

How common is the Vi stack in its industry?

Share of the 453 companies in the same industries, whose stack Alion knows, that use each technology.

AWS53%
Python66%
LLM44%
Amazon S316%
Spark15%
TypeScript44%
GCP36%
SQL53%
Amazon SageMaker7%
Databricks15%

Questions about the Vi tech stack

What programming languages does Vi use?

The languages named in Vi job postings are Python (70%), TypeScript (40%), SQL (30%), JavaScript (20%), as a share of the 10 postings of the last 12 months.

Does Vi use AWS?

Yes. AWS is named in 7 of 10 job postings (70%) and required in 6 of them.

What cloud and platforms does Vi use?

The cloud and platforms named in Vi job postings are AWS (7), Amazon S3 (4), Spark (4) (postings in brackets).

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

AI/ML postings at Vi most often require AWS (5), Python (4), TypeScript (4), GCP (3), out of 5 postings in the last 12 months.

Is the Vi tech stack changing?

Yes. Docker, Twilio, Embeddings first appeared in Vi job postings in the last six months.

How modern is the Vi tech stack?

Vi scores 76 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: 1; legacy ones: 0.

How does Alion know the Vi tech stack?

Alion reads every job posting Vi 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 Oct 14, 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, "Vi tech stack: 35 technologies from 10 job postings", as of Oct 14, 2026. https://alion.io/company/vi-co/technologies

Licence: CC BY-SA 4.0JSON