VASS tech stack

VASS builds mostly with Python, SQL, Bash, C#. Its stack also includes AWS, Linux, PostgreSQL, BigQuery. Python is named in 5 of the 7 job postings VASS published in the last 12 months (71%). Counted by Alion from the job postings of VASS, updated Oct 4, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 4, 2026
Technologies in use
56
Postings analysed
7
Open now
6
Modernity
72 /100
New in 6 months
8

What programming languages does VASS use?

Python is named in 71% of job postings at VASS, followed by SQL (57%), Bash (14%), C# (14%).

Python 5 71% required in 100% · 5 open now · since Jul 2026
SQL 4 57% required in 100% · 3 open now · since Jul 2026
Bash 1 14% required in 100% · 1 open now · since Oct 2026
C# 1 14% required in 100% · since Sep 2025
JavaScript 1 14% required in 100% · 1 open now · since Sep 2026
PowerShell 1 14% required in 100% · 1 open now · since Oct 2026

What frameworks and libraries does VASS use?

Entity Framework Core is named in 14% of job postings at VASS, followed by LangChain (14%), LangGraph (14%), LlamaIndex (14%).

Entity Framework Core 1 14% required in 100% · since Aug 2026
LangChain 1 14% required in 100% · 1 open now · since Aug 2026
LangGraph 1 14% required in 100% · 1 open now · since Aug 2026
LlamaIndex 1 14% required in 100% · 1 open now · since Aug 2026
NeMo Guardrails 1 14% required in 100% · 1 open now · since Aug 2026
Ragas 1 14% required in 100% · 1 open now · since Aug 2026
TruLens 1 14% required in 100% · 1 open now · since Aug 2026
pgvector 1 14% required in 100% · 1 open now · since Aug 2026

What databases does VASS use?

PostgreSQL is named in 29% of job postings at VASS, followed by BigQuery (14%), Google BigQuery (14%), Milvus (14%).

PostgreSQL 2 29% required in 100% · 1 open now · since Aug 2026
BigQuery 1 14% required in 100% · 1 open now · since Sep 2026
Google BigQuery 1 14% required in 100% · 1 open now · since Sep 2026
Milvus 1 14% required in 100% · 1 open now · since Aug 2026
MySQL 1 14% required in 100% · since Aug 2026
Pinecone 1 14% required in 100% · 1 open now · since Aug 2026
Qdrant 1 14% required in 100% · 1 open now · since Aug 2026
Redis 1 14% required in 100% · since Aug 2026

What cloud and platforms does VASS use?

AWS is named in 71% of job postings at VASS, followed by Linux (57%), Spark (43%), Amazon S3 (29%).

AWS 5 71% required in 100% · 5 open now · since Jul 2026
Linux 4 57% required in 100% · 4 open now · since Jul 2026
Spark 3 43% required in 100% · 3 open now · since Jul 2026
Amazon S3 2 29% required in 100% · 2 open now · since Jul 2026
Azure 2 29% required in 100% · 2 open now · since Aug 2026
GCP 2 29% required in 100% · 2 open now · since Aug 2026
.NET 1 14% required in 100% · since Sep 2025
AWS Bedrock 1 14% required in 100% · 1 open now · since Aug 2026
Show all (17)
Amazon SageMaker1
Kubernetes1
LangSmith1
Looker1
OpenAI1
Red Hat1
VMWare1
Vertex AI1
Windows Server1

What developer tools does VASS use?

Git is named in 57% of job postings at VASS, followed by Terraform (43%), pySpark (43%), Rest API (29%).

Git 4 57% required in 100% · 3 open now · since Jul 2026
Terraform 3 43% required in 100% · 3 open now · since Jul 2026
pySpark 3 43% required in 100% · 3 open now · since Jul 2026
Rest API 2 29% required in 100% · 1 open now · since Sep 2025
Ansible 1 14% required in 100% · 1 open now · since Oct 2026
Docker 1 14% required in 100% · 1 open now · since Jul 2026
Jenkins 1 14% required in 100% · 1 open now · since Jul 2026

Which engineering practices does VASS ask for?

Configuration Management is named in 14% of job postings at VASS, followed by ETL/ELT (14%), FinOps (14%), ISO 42001 (14%).

Configuration Management 1 14% required in 100% · 1 open now · since Oct 2026
ETL/ELT 1 14% required in 100% · 1 open now · since Jul 2026
FinOps 1 14% required in 100% · 1 open now · since Jul 2026
ISO 42001 1 14% required in 100% · 1 open now · since Aug 2026
LLM Guardrails 1 14% required in 100% · 1 open now · since Aug 2026
LLMOps 1 14% required in 100% · 1 open now · since Aug 2026
Machine Learning 1 14% required in 100% · 1 open now · since Aug 2026
NLP 1 14% required in 100% · 1 open now · since Aug 2026
Show all (10)
RAG1
SOAP1

What does each VASS team work with?

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

Data Science

3 postings
AWS3
Git3
Linux3
Python3
SQL3
Spark3

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How is the VASS 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
AzureAug 2026
GCPAug 2026
PostgreSQLAug 2026
AWSJul 2026
PythonJul 2026
GitJul 2026
LinuxJul 2026
SQLJul 2026

How modern is the VASS stack?

Modern 72/100

VASS scores 72 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 0; legacy ones: 0.

How common is the VASS stack in its industry?

Share of the 1,344 companies in the same industries, whose stack Alion knows, that use each technology.

AWS58%
Python66%
Linux36%
SQL65%
Spark29%
Amazon S323%
Azure61%
GCP46%
PostgreSQL41%
.NET25%

Questions about the VASS tech stack

What programming languages does VASS use?

The languages named in VASS job postings are Python (71%), SQL (57%), Bash (14%), C# (14%), JavaScript (14%), as a share of the 7 postings of the last 12 months.

Does VASS use AWS?

Yes. AWS is named in 5 of 7 job postings (71%) and required in 5 of them.

What cloud and platforms does VASS use?

The cloud and platforms named in VASS job postings are AWS (5), Linux (4), Spark (3) (postings in brackets).

What skills do you need for a Data Science job at VASS?

Data Science postings at VASS most often require AWS (3), Git (3), Linux (3), Python (3), out of 3 postings in the last 12 months.

Is the VASS tech stack changing?

Yes. Azure, GCP, PostgreSQL, AWS first appeared in VASS job postings in the last six months.

How modern is the VASS tech stack?

VASS scores 72 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 0; legacy ones: 0.

How does Alion know the VASS tech stack?

Alion reads every job posting VASS publishes and tags the technologies each one names. The figures on this page count the 7 postings of the last 12 months and were updated on Oct 4, 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, "VASS tech stack: 56 technologies from 7 job postings", as of Oct 4, 2026. https://alion.io/company/vass/technologies

Licence: CC BY-SA 4.0JSON