Vichara
Online Brokerage & Trading Platforms · Financial Software & Embedded Finance

Vichara tech stack

Vichara builds mostly with SQL, Python, C#, JavaScript. Its stack also includes Azure, Snowflake, Active Directory, ElasticSearch. SQL is named in 9 of the 14 job postings Vichara published in the last 12 months (64%). Counted by Alion from the job postings of Vichara, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
59
Postings analysed
14
Open now
13
Modernity
87 /100
New in 6 months
8

What programming languages does Vichara use?

SQL is named in 64% of job postings at Vichara, followed by Python (64%), C# (21%), JavaScript (14%).

SQL 9 64% required in 100% · 8 open now · since Dec 2025
Python 9 64% required in 78% · 8 open now · since Dec 2025
C# 3 21% required in 100% · 3 open now · since Nov 2026
JavaScript 2 14% required in 100% · 2 open now · since Nov 2026
TypeScript 2 14% required in 100% · 2 open now · since Nov 2026
Bash 2 14% optional · 2 open now · since Nov 2026
PowerShell 2 14% optional · 2 open now · since Nov 2026

What frameworks and libraries does Vichara use?

ASP.NET Core is named in 7% of job postings at Vichara, followed by FAISS (7%), FastAPI (7%), LangChain (7%).

ASP.NET Core 1 7% required in 100% · 1 open now · since Nov 2026
FAISS 1 7% required in 100% · 1 open now · since Dec 2025
FastAPI 1 7% required in 100% · 1 open now · since Dec 2025
LangChain 1 7% required in 100% · 1 open now · since Dec 2025
LangGraph 1 7% required in 100% · 1 open now · since Dec 2025
NumPy 1 7% required in 100% · 1 open now · since Dec 2025
OpenTelemetry 1 7% required in 100% · 1 open now · since Dec 2025
Pandas 1 7% required in 100% · 1 open now · since Dec 2025
Show all (10)
Sentence-Transformers1
Transformers1

What databases does Vichara use?

Snowflake is named in 21% of job postings at Vichara, followed by ElasticSearch (7%), LanceDB (7%), Pinecone (7%).

Snowflake 3 21% required in 100% · 3 open now · since May 2026
ElasticSearch 1 7% required in 100% · 1 open now · since Dec 2025
LanceDB 1 7% required in 100% · 1 open now · since Dec 2025
Pinecone 1 7% required in 100% · 1 open now · since Dec 2025
Redis 1 7% required in 100% · 1 open now · since Dec 2025

What cloud and platforms does Vichara use?

Azure is named in 43% of job postings at Vichara, followed by Active Directory (14%), Linux (14%), Power BI (14%).

Azure 6 43% required in 67% · 6 open now · since Dec 2025
Active Directory 2 14% required in 100% · 2 open now · since Nov 2026
Linux 2 14% required in 100% · 2 open now · since Nov 2026
Power BI 2 14% required in 100% · 2 open now · since Nov 2026
Spark 2 14% required in 100% · 2 open now · since Nov 2026
VMWare 2 14% required in 100% · 2 open now · since Nov 2026
Windows 2 14% required in 100% · 2 open now · since Nov 2026
Windows Server 2 14% required in 100% · 2 open now · since Nov 2026
Show all (13)
AWS1
Amazon EKS1
Azure AKS1
Azure DevOps1
Kubernetes1

What developer tools does Vichara use?

Rest API is named in 21% of job postings at Vichara, followed by Docker (7%), Git (7%), Prometheus (7%).

Rest API 3 21% required in 100% · 3 open now · since Dec 2025
Docker 1 7% required in 100% · 1 open now · since Dec 2025
Git 1 7% required in 100% · 1 open now · since Dec 2025
Prometheus 1 7% required in 100% · 1 open now · since Dec 2025
Promptfoo 1 7% required in 100% · 1 open now · since Dec 2025
SigNoz 1 7% required in 100% · 1 open now · since Dec 2025

What AI and ML technologies does Vichara use?

LLM is named in 21% of job postings at Vichara, followed by BERT (7%), GPT-4 (7%), Mistral (7%).

LLM 3 21% required in 100% · 3 open now · since Dec 2025
BERT 1 7% required in 100% · 1 open now · since Dec 2025
GPT-4 1 7% required in 100% · 1 open now · since Dec 2025
Mistral 1 7% required in 100% · 1 open now · since Dec 2025

Which engineering practices does Vichara ask for?

AI Agents is named in 21% of job postings at Vichara, followed by Embeddings (21%), RAG (21%), ETL/ELT (21%).

AI Agents 3 21% required in 100% · 3 open now · since Dec 2025
Embeddings 3 21% required in 100% · 3 open now · since Dec 2025
RAG 3 21% required in 100% · 3 open now · since Dec 2025
ETL/ELT 3 21% required in 33% · 3 open now · since May 2026
Agentic Workflows 2 14% required in 100% · 2 open now · since Nov 2026
Human-in-the-Loop 2 14% required in 100% · 2 open now · since Nov 2026
Incident Management 2 14% required in 100% · 2 open now · since Nov 2026
CI/CD 1 7% required in 100% · 1 open now · since Dec 2025
Show all (14)
Fine-tuning1
Hallucination1
Multi-Agent Systems1
Sentiment Analysis1
Machine Learning1
Prompt Engineering1

What does each Vichara 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

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How is the Vichara 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
Agentic WorkflowsNov 2026
Human-in-the-LoopNov 2026
SparkNov 2026
JavaScriptNov 2026
TypeScriptNov 2026
Active DirectoryNov 2026
Incident ManagementNov 2026
LinuxNov 2026

How modern is the Vichara stack?

Cutting-edge AI adopter 87/100

Vichara scores 87 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: 4; legacy ones: 0.

How common is the Vichara stack in its industry?

Share of the 1,377 companies in the same industries, whose stack Alion knows, that use each technology.

Python67%
SQL71%
Azure40%
C#27%
LLM31%
Snowflake14%
Active Directory13%
Bash15%
JavaScript56%
Linux36%

Questions about the Vichara tech stack

What programming languages does Vichara use?

The languages named in Vichara job postings are SQL (64%), Python (64%), C# (21%), JavaScript (14%), TypeScript (14%), as a share of the 14 postings of the last 12 months.

Does Vichara use Azure?

Yes. Azure is named in 6 of 14 job postings (43%) and required in 4 of them.

What cloud and platforms does Vichara use?

The cloud and platforms named in Vichara job postings are Azure (6), Active Directory (2), Linux (2) (postings in brackets).

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

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

Is the Vichara tech stack changing?

Yes. Agentic Workflows, Human-in-the-Loop, Spark, JavaScript first appeared in Vichara job postings in the last six months.

How modern is the Vichara tech stack?

Vichara scores 87 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: 4; legacy ones: 0.

How does Alion know the Vichara tech stack?

Alion reads every job posting Vichara publishes and tags the technologies each one names. The figures on this page count the 14 postings of the last 12 months and were updated on Nov 11, 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, "Vichara tech stack: 59 technologies from 14 job postings", as of Nov 11, 2026. https://alion.io/company/vichara/technologies

Licence: CC BY-SA 4.0JSON