Version 1
Managed IT Services (MSP) · Enterprise Apps Implementation Partners

Version 1 tech stack

Version 1 builds mostly with SQL, JavaScript, Python, C#. Its stack also includes AWS, Snowflake, Azure, Oracle. AWS is named in 454 of the 454 job postings Version 1 published in the last 12 months (100%). Counted by Alion from the job postings of Version 1, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
244
Postings analysed
454
Open now
131
Modernity
78 /100
New in 6 months
8

What programming languages does Version 1 use?

SQL is named in 24% of job postings at Version 1, followed by JavaScript (22%), Python (21%), C# (17%).

SQL 111 24% required in 90% · 29 open now · since Feb 2025
JavaScript 101 22% required in 66% · 21 open now · since Feb 2025
Python 97 21% required in 72% · 18 open now · since Feb 2025
C# 79 17% required in 78% · 19 open now · since Feb 2026
TypeScript 73 16% required in 70% · 11 open now · since Feb 2025
Java 55 12% required in 67% · 17 open now · since Feb 2025
PowerShell 24 5% required in 67% · 7 open now · since Apr 2026
Node JS 18 4% required in 89% · 2 open now · since Feb 2025
Show all (15)
Bash7
Go4
Kotlin4
Apex4
COBOL2
Perl2
Groovy1

What frameworks and libraries does Version 1 use?

Angular is named in 10% of job postings at Version 1, followed by React.js (6%), Spring Framework (4%), ASP.NET Core (4%).

Angular 46 10% required in 74% · 5 open now · since Feb 2025
React.js 28 6% required in 96% · 4 open now · since Feb 2025
Spring Framework 16 4% required in 94% · 5 open now · since Jun 2025
ASP.NET Core 16 4% required in 88% · 9 open now · since Mar 2026
Selenium 15 3% required in 100% · 2 open now · since Feb 2026
LangChain 15 3% required in 53% · 4 open now · since Mar 2026
Cypress 14 3% required in 100% · since Feb 2026
Hibernate 13 3% required in 77% · 5 open now · since Feb 2025
Show all (46)
Playwright11
CrewAI9
LangGraph9
Spring Boot8
Vue.js8
Express7
PyTorch7
TensorFlow7
Rest-Assured6
AutoGen6
Entity Framework Core5
FastAPI5
JQuery5
LlamaIndex4
Next.js4
JUnit4
pgvector4
D3.js3
Dapper3
Jest3
Hadoop3
Appium2
Django2
Hangfire2
Redux2
Scikit-learn2
Svelte2
NumPy2
Pandas2
Blazor1
Bootstrap1
MAUI1

And 6 more, each named in fewer postings.

What databases does Version 1 use?

Snowflake is named in 87% of job postings at Version 1, followed by Oracle (29%), PostgreSQL (6%), MS SQL (4%).

Snowflake 395 87% required in 100% · 109 open now · since Feb 2025
Oracle 131 29% required in 97% · 36 open now · since Feb 2026
PostgreSQL 26 6% required in 96% · 7 open now · since Jun 2025
MS SQL 19 4% required in 68% · 7 open now · since Jul 2026
MySQL 12 3% required in 100% · 4 open now · since Apr 2026
Azure SQL Database 12 3% required in 67% · 1 open now · since Jul 2026
DynamoDB 5 1% required in 100% · 2 open now · since Feb 2025
Redis 5 1% required in 100% · since May 2026
Show all (12)
Azure Cosmos DB4
Delta Lake3
Amazon Aurora2
Google BigQuery2

What cloud and platforms does Version 1 use?

AWS is named in 100% of job postings at Version 1, followed by Azure (37%), Azure DevOps (15%), Kubernetes (12%).

AWS 454 100% required in 100% · 131 open now · since Feb 2025
Azure 167 37% required in 75% · 51 open now · since Feb 2025
Azure DevOps 69 15% required in 78% · 21 open now · since Feb 2026
Kubernetes 56 12% required in 75% · 9 open now · since Feb 2025
.NET 45 10% required in 64% · 8 open now · since Feb 2026
Power BI 29 6% required in 66% · 12 open now · since Jun 2026
GitHub 27 6% required in 74% · 9 open now · since Sep 2025
Active Directory 25 6% required in 100% · 7 open now · since Sep 2025
Show all (76)
Databricks24
GCP24
AWS Lambda22
Microsoft Entra ID21
Windows20
Anthropic19
Linux19
GitHub Actions19
Red Hat17
Windows Server16
AWS Bedrock15
Amazon S315
API Gateway15
Amazon EC214
Spark14
Microsoft Fabric13
Amazon SageMaker11
Figma11
OpenShift11
Amazon CloudWatch10
DLP8
AWS Bedrock AgentCore7
AWS Step Functions7
VMWare7
Amazon EKS7
SIEM7
MLFlow6
Unix6
SonarQube5
Azure AKS5
Copilot Studio5
Istio4

And 36 more, each named in fewer postings.

What developer tools does Version 1 use?

Rest API is named in 15% of job postings at Version 1, followed by Git (14%), Docker (10%), Terraform (9%).

Rest API 70 15% required in 84% · 23 open now · since Jan 2026
Git 62 14% required in 90% · 13 open now · since Jan 2026
Docker 46 10% required in 74% · 6 open now · since Feb 2025
Terraform 39 9% required in 85% · 8 open now · since Mar 2026
Jenkins 28 6% required in 75% · 8 open now · since Feb 2025
Copilot 28 6% required in 71% · 10 open now · since Mar 2026
Bicep 13 3% required in 85% · 4 open now · since Mar 2026
Azure Data Factory 11 2% required in 100% · 4 open now · since Aug 2026
Show all (50)
Microsoft Excel11
Semantic Kernel11
Claude Code11
Apache Tomcat10
pySpark9
GraphQL8
Helm8
Model Context Protocol8
CloudFormation7
Ansible7
SSIS6
AWS CDK5
Cursor5
xUnit5
JMeter5
Keycloak4
Packer4
Maven4
WebSockets3
Windsurf3
Adobe XD2
FortiGate2
Gradle2
Moq2
Sketch2
Swagger2
dbt2
Hyper-V2
Prometheus2
k62
OpenROAD Project2
Adobe Illustrator1

And 10 more, each named in fewer postings.

What AI and ML technologies does Version 1 use?

LLM is named in 3% of job postings at Version 1, followed by Claude (3%).

LLM 14 3% required in 86% · 3 open now · since Jun 2026
Claude 12 3% required in 50% · 5 open now · since May 2026

Which engineering practices does Version 1 ask for?

CI/CD is named in 27% of job postings at Version 1, followed by AI Agents (7%), ETL/ELT (6%), RAG (4%).

CI/CD 124 27% required in 80% · 33 open now · since Feb 2025
AI Agents 33 7% required in 85% · 12 open now · since Mar 2026
ETL/ELT 28 6% required in 79% · 5 open now · since Jun 2026
RAG 20 4% required in 100% · 5 open now · since Jun 2026
Prompt Engineering 17 4% required in 82% · 1 open now · since May 2026
Machine Learning 17 4% required in 76% · 4 open now · since Jun 2026
SOAP 14 3% required in 86% · 6 open now · since Jun 2026
IAM 13 3% required in 92% · 2 open now · since Jun 2026
Show all (43)
Embeddings13
DNS12
Multi-Agent Systems12
Hallucination12
Incident Management10
Agentic Workflows8
DHCP8
EU AI Act8
TCP/IP7
Function Calling6
Tokenization6
Configuration Management5
VPN5
Feature Store4
Master Data Management4
MVVM3
GitOps3
Context Engineering3
BGP2
Dimensional Modeling2
Human-in-the-Loop2
Hybrid Search2
Knowledge Graph2
LLM Guardrails2
OSPF2
Semantic Search2
Service Mesh2
State Management2
Platform Engineering2
Clean Architecture2
Computer Vision2
LLMOps2

And 3 more, each named in fewer postings.

What does each Version 1 team work with?

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

Backend

69 postings
AWS69
Snowflake69
SQL35
Git33
C#27
Azure26

Enterprise Apps

69 postings
AWS69
Snowflake55
Oracle28
JavaScript17
C#15
SQL14

DevOps

62 postings
AWS62
Snowflake40
Oracle27
Azure18
Python15
Terraform12

Product

49 postings
AWS49
Snowflake46
Azure11
Azure DevOps5
C#2
Power BI2

Data Science

30 postings
AWS30
Snowflake30
SQL24
Oracle14
Python14
Azure13

QA

23 postings
AWS23
Snowflake23
Selenium15
Cypress14
C#9
JavaScript9

See the open roles

How does your stack fit Version 1?

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How much does Version 1 pay by technology?

Median stated pay of the postings that name each technology, against the median of all Version 1 postings with stated pay: $87k across 62 postings.

TechnologyPostings with payMedianvs company median
AWS62$87k0%
Snowflake60$87k0%
Azure29$87k0%
SQL21$87k0%
JavaScript20$87k0%
TypeScript19$87k0%
Oracle17$87k0%
Python16$87k0%
Angular16$87k0%
C#15$98k+13%

How is the Version 1 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
PerlNov 2026
LLMOpsOct 2026
HangfireOct 2026
WindsurfOct 2026
Context EngineeringOct 2026
MoqOct 2026
Clean ArchitectureOct 2026
LLM GuardrailsOct 2026
Rising
Rest API11% → 17%
Git9% → 15%
Anthropic0% → 6%
MS SQL2% → 6%
Multi-Agent Systems0% → 4%
Claude Code0% → 4%
AI Agents5% → 8%
Windows Server2% → 5%
Falling
Terraform15% → 6%
Java16% → 10%
IAM7% → 1%
GitHub Actions8% → 3%
React.js9% → 5%
Jenkins9% → 5%
GitHub9% → 5%
AWS Lambda8% → 4%

How modern is the Version 1 stack?

Cutting-edge AI adopter 78/100

Version 1 scores 78 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 Version 1 stack in its industry?

Share of the 7,855 companies in the same industries, whose stack Alion knows, that use each technology.

AWS41%
Snowflake12%
Azure47%
Oracle14%
SQL47%
JavaScript42%
Python47%
C#26%
TypeScript31%
Azure DevOps20%

What sets Version 1 apart

CrewAI4%
AWS Bedrock AgentCore1%
AWS Step Functions4%

Questions about the Version 1 tech stack

What programming languages does Version 1 use?

The languages named in Version 1 job postings are SQL (24%), JavaScript (22%), Python (21%), C# (17%), TypeScript (16%), as a share of the 454 postings of the last 12 months.

Does Version 1 use Angular?

Yes. Angular is named in 46 of 454 job postings (10%) and required in 34 of them.

What cloud and platforms does Version 1 use?

The cloud and platforms named in Version 1 job postings are AWS (454), Azure (167), Azure DevOps (69) (postings in brackets).

What skills do you need for a Backend job at Version 1?

Backend postings at Version 1 most often require AWS (69), Snowflake (69), SQL (35), Git (33), out of 69 postings in the last 12 months.

Is the Version 1 tech stack changing?

Yes. Perl, LLMOps, Hangfire, Windsurf first appeared in Version 1 job postings in the last six months.

How modern is the Version 1 tech stack?

Version 1 scores 78 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 Version 1 tech stack?

Alion reads every job posting Version 1 publishes and tags the technologies each one names. The figures on this page count the 454 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, "Version 1 tech stack: 244 technologies from 454 job postings", as of Nov 11, 2026. https://alion.io/company/version1/technologies

Licence: CC BY-SA 4.0JSON