ValGenesis tech stack

ValGenesis builds mostly with Python, SQL, C#, Java. Its stack also includes Azure, Kubernetes, PostgreSQL, PyTorch. Python is named in 7 of the 12 job postings ValGenesis published in the last 12 months (58%). Counted by Alion from the job postings of ValGenesis, updated Sep 30, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 30, 2026
Technologies in use
95
Postings analysed
12
Open now
8
Modernity
80 /100
New in 6 months
2

What programming languages does ValGenesis use?

Python is named in 58% of job postings at ValGenesis, followed by SQL (42%), C# (25%), Java (17%).

Python 7 58% required in 100% · 5 open now · since Aug 2024
SQL 5 42% required in 100% · 3 open now · since May 2024
C# 3 25% required in 100% · 3 open now · since May 2024
Java 2 17% required in 100% · 2 open now · since May 2025
Scala 2 17% required in 100% · 2 open now · since Nov 2025
JavaScript 2 17% required in 50% · 1 open now · since Aug 2024
PowerShell 1 8% required in 100% · 1 open now · since Mar 2026
Rust 1 8% required in 100% · 1 open now · since May 2026
Show all (10)
SAS1
TypeScript1

What frameworks and libraries does ValGenesis use?

PyTorch is named in 25% of job postings at ValGenesis, followed by TensorFlow (25%), Playwright (25%), React.js (17%).

PyTorch 3 25% required in 100% · 3 open now · since Nov 2025
TensorFlow 3 25% required in 100% · 3 open now · since Nov 2025
Playwright 3 25% required in 33% · 2 open now · since May 2025
React.js 2 17% required in 100% · 1 open now · since Mar 2025
Scikit-learn 2 17% required in 100% · 2 open now · since Apr 2026
Apache ECharts 1 8% required in 100% · since Nov 2025
LIME 1 8% required in 100% · 1 open now · since Apr 2026
LangChain 1 8% required in 100% · 1 open now · since May 2026
Show all (21)
LlamaIndex1
Material UI1
NumPy1
OpenCV1
Pandas1
React Router1
Redux1
SHAP1
SciPy1
Statsmodels1
Tailwind CSS1
Three.JS1
Zustand1

What databases does ValGenesis use?

PostgreSQL is named in 42% of job postings at ValGenesis, followed by Azure Cosmos DB (17%), Delta Lake (17%), MySQL (17%).

PostgreSQL 5 42% required in 100% · 4 open now · since May 2024
Azure Cosmos DB 2 17% required in 100% · 2 open now · since Nov 2025
Delta Lake 2 17% required in 100% · 2 open now · since Nov 2025
MySQL 2 17% required in 100% · 2 open now · since Nov 2025
ArangoDB 1 8% required in 100% · 1 open now · since May 2026
MS SQL 1 8% required in 100% · 1 open now · since May 2024
Neo4j 1 8% required in 100% · 1 open now · since May 2026

What cloud and platforms does ValGenesis use?

Azure is named in 58% of job postings at ValGenesis, followed by Kubernetes (50%), Apache Kafka (33%), Azure DevOps (25%).

Azure 7 58% required in 100% · 5 open now · since May 2024
Kubernetes 6 50% required in 67% · 4 open now · since Mar 2025
Apache Kafka 4 33% required in 100% · 3 open now · since Mar 2025
Azure DevOps 3 25% required in 100% · 2 open now · since Apr 2025
GitHub Actions 3 25% required in 100% · 2 open now · since Nov 2025
Power BI 3 25% required in 100% · 2 open now · since Mar 2025
Superset 3 25% required in 100% · 2 open now · since May 2024
MLFlow 3 25% required in 33% · 3 open now · since Nov 2025
Show all (22)
Airflow2
Azure AKS2
Databricks2
Grafana2
RabbitMQ2
Spark2
Tableau2
.NET1
AWS1
GCP1
GitHub1
Kubeflow1
Linux1
Windows Server1

What developer tools does ValGenesis use?

Docker is named in 25% of job postings at ValGenesis, followed by Azure Data Factory (17%), Copilot (17%), Prometheus (17%).

Docker 3 25% required in 100% · 2 open now · since Nov 2025
Azure Data Factory 2 17% required in 100% · 2 open now · since Nov 2025
Copilot 2 17% required in 100% · 1 open now · since Mar 2025
Prometheus 2 17% required in 100% · 1 open now · since Mar 2026
dbt 2 17% required in 100% · 2 open now · since Nov 2025
Ansible 1 8% required in 100% · 1 open now · since Mar 2026
Apache HTTP Server 1 8% required in 100% · since Nov 2025
Babel 1 8% required in 100% · since Nov 2025
Show all (16)
CAPA1
Locust1
Loki1
Model Context Protocol1
Terraform1
Webpack1
k61
npm1

What AI and ML technologies does ValGenesis use?

LLM is named in 25% of job postings at ValGenesis, followed by Claude (8%).

LLM 3 25% required in 33% · 2 open now · since Nov 2025
Claude 1 8% required in 100% · 1 open now · since Mar 2025

Which engineering practices does ValGenesis ask for?

CI/CD is named in 50% of job postings at ValGenesis, followed by RAG (25%), ETL/ELT (17%), Machine Learning (17%).

CI/CD 6 50% required in 67% · 5 open now · since Aug 2024
RAG 3 25% required in 33% · 3 open now · since Mar 2025
ETL/ELT 2 17% required in 100% · 2 open now · since May 2024
Machine Learning 2 17% required in 100% · 2 open now · since Jul 2025
NLP 2 17% required in 100% · 2 open now · since Apr 2026
Knowledge Graph 2 17% optional · 2 open now · since Nov 2025
Semantic Search 2 17% optional · 2 open now · since Nov 2025
Semantic Search 2 17% optional · 2 open now · since Nov 2025
Show all (17)
AI Agents1
Anomaly Detection1
Computer Vision1
Feature Store1
GitOps1
Interpretability1
Reinforcement Learning1
SLI/SLO/SLA1
Time Series Forecasting1

How does your stack fit ValGenesis?

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How is the ValGenesis 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
NLPApr 2026
Scikit-learnApr 2026

How modern is the ValGenesis stack?

Cutting-edge AI adopter 80/100

ValGenesis scores 80 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: 2; legacy ones: 0.

How common is the ValGenesis stack in its industry?

Share of the 317 companies in the same industries, whose stack Alion knows, that use each technology.

Azure30%
Python44%
Kubernetes25%
PostgreSQL24%
SQL34%
Apache Kafka13%
Azure DevOps6%
C#12%
GitHub Actions13%
LLM24%

What sets ValGenesis apart

Superset1%
TensorFlow4%

Questions about the ValGenesis tech stack

What programming languages does ValGenesis use?

The languages named in ValGenesis job postings are Python (58%), SQL (42%), C# (25%), Java (17%), Scala (17%), as a share of the 12 postings of the last 12 months.

Does ValGenesis use PyTorch?

Yes. PyTorch is named in 3 of 12 job postings (25%) and required in 3 of them.

What cloud and platforms does ValGenesis use?

The cloud and platforms named in ValGenesis job postings are Azure (7), Kubernetes (6), Apache Kafka (4) (postings in brackets).

Is the ValGenesis tech stack changing?

Yes. NLP, Scikit-learn first appeared in ValGenesis job postings in the last six months.

How modern is the ValGenesis tech stack?

ValGenesis scores 80 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: 2; legacy ones: 0.

How does Alion know the ValGenesis tech stack?

Alion reads every job posting ValGenesis publishes and tags the technologies each one names. The figures on this page count the 12 postings of the last 12 months and were updated on Sep 30, 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, "ValGenesis tech stack: 95 technologies from 12 job postings", as of Sep 30, 2026. https://alion.io/company/valgenesis/technologies

Licence: CC BY-SA 4.0JSON