VML tech stack

VML builds mostly with JavaScript, SQL, Python, PHP. Its stack also includes AWS, Figma, React.js, BigQuery. AWS is named in 67 of the 641 job postings VML published in the last 12 months (10%). Counted by Alion from the job postings of VML, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
204
Postings analysed
641
Open now
450
Modernity
82 /100
New in 6 months
8

What programming languages does VML use?

JavaScript is named in 7% of job postings at VML, followed by SQL (7%), Python (4%), PHP (3%).

JavaScript 45 7% required in 80% · 38 open now · since Oct 2025
SQL 44 7% required in 84% · 37 open now · since Oct 2025
Python 28 4% required in 93% · 23 open now · since Oct 2025
PHP 22 3% required in 50% · 18 open now · since Dec 2025
TypeScript 16 2% required in 75% · 12 open now · since Feb 2026
Node JS 9 1% required in 89% · 8 open now · since Nov 2025
C# 7 1% required in 86% · 5 open now · since Oct 2025
Apex 6 1% required in 33% · 4 open now · since Apr 2026
Show all (18)
Java5
Scala4
Go3
Sass3
SPSS2
Assembly1
Bash1
Less1
PowerShell1
Rust1

What frameworks and libraries does VML use?

React.js is named in 2% of job postings at VML, followed by Playwright (1%), LangChain (1%), Angular (1%).

React.js 13 2% required in 62% · 11 open now · since Mar 2026
Playwright 7 1% required in 86% · 5 open now · since Feb 2026
LangChain 6 1% required in 67% · 6 open now · since Feb 2026
Angular 6 1% required in 50% · 6 open now · since Mar 2026
Vue.js 5 1% required in 60% · 5 open now · since Mar 2026
LangGraph 4 1% required in 100% · 4 open now · since Feb 2026
NumPy 3 <1% required in 100% · 3 open now · since Feb 2026
Cypress 3 <1% required in 33% · 2 open now · since May 2026
Show all (32)
AutoGen2
CrewAI2
Pandas2
PyTorch2
TensorFlow2
Transformers2
Bootstrap2
JQuery2
Jest2
React Native2
Selenium2
Spring Boot2
Tailwind CSS2
ASP.NET Core1
Entity Framework Core1
FastAPI1
Flask1
Lightning Web Components1
Lottie1
React Router1
Redux1
Scikit-learn1
Scrapy1
Next.js1

What databases does VML use?

BigQuery is named in 1% of job postings at VML, followed by Google BigQuery (1%), Snowflake (1%), PostgreSQL (<1%).

BigQuery 9 1% required in 56% · 6 open now · since Nov 2025
Google BigQuery 9 1% required in 56% · 6 open now · since Nov 2025
Snowflake 7 1% required in 71% · 6 open now · since Nov 2025
PostgreSQL 3 <1% required in 100% · 3 open now · since Jan 2026
Amazon Redshift 3 <1% required in 67% · 2 open now · since Nov 2025
MySQL 3 <1% required in 67% · 3 open now · since Jan 2026
Oracle 2 <1% required in 100% · 2 open now · since Jan 2026
Salesforce Data Cloud 2 <1% required in 100% · 1 open now · since Apr 2026
Show all (18)
Amazon Aurora1
Db21
DynamoDB1
GraphDB1
MS SQL1
MariaDB1
Memcached1
Neo4j1
Redis1
Teradata1

What cloud and platforms does VML use?

AWS is named in 10% of job postings at VML, followed by Figma (10%), Braze (8%), Power BI (4%).

AWS 67 10% required in 75% · 52 open now · since Nov 2025
Figma 64 10% required in 86% · 45 open now · since Dec 2025
Braze 52 8% required in 75% · 38 open now · since Oct 2025
Power BI 27 4% required in 93% · 21 open now · since Dec 2025
Azure 20 3% required in 65% · 17 open now · since Nov 2025
GCP 15 2% required in 67% · 12 open now · since Nov 2025
Looker 13 2% required in 92% · 10 open now · since Mar 2026
Tableau 12 2% required in 83% · 9 open now · since Dec 2025
Show all (53)
Databricks7
Kubernetes6
AWS Bedrock5
Amazon SageMaker4
MuleSoft4
Postman4
New Relic4
GitHub3
Microsoft Fabric3
GitLab3
Datadog3
Dynatrace3
Splunk3
API Gateway2
AWS Lambda2
AWS Step Functions2
Amazon CloudWatch2
Apache Kafka2
Domo2
GitHub Actions2
GitLab CI2
Hugging Face2
Perplexity2
Spark2
Grafana2
Unix2
Windows2
Azure DevOps2
.NET1
Adjust1
Amazon Kinesis1
AppsFlyer SDK1

And 13 more, each named in fewer postings.

What developer tools does VML use?

Adobe Photoshop is named in 6% of job postings at VML, followed by Microsoft Excel (4%), Adobe After Effects (4%), Rest API (3%).

Adobe Photoshop 41 6% required in 90% · 31 open now · since Nov 2025
Microsoft Excel 24 4% required in 88% · 19 open now · since Jan 2026
Adobe After Effects 23 4% required in 87% · 19 open now · since Dec 2025
Rest API 17 3% required in 88% · 15 open now · since Oct 2025
Git 13 2% required in 85% · 13 open now · since Dec 2025
Sketch 10 2% required in 80% · 9 open now · since Dec 2025
Terraform 9 1% required in 100% · 6 open now · since Nov 2025
Adobe XD 9 1% required in 78% · 8 open now · since Dec 2025
Show all (45)
WordPress9
Docker8
Canva7
Copilot7
Drupal7
Adobe Premiere Pro6
Magento6
Webpack5
CloudFormation4
Cursor4
Model Context Protocol4
GraphQL4
A2A3
Gatling3
JMeter3
Babel3
Jenkins3
ProtoPie2
Windsurf2
Ansible2
Prometheus2
npm2
Adobe Illustrator1
Adobe InDesign1
Argo Workflows1
Blender1
Chrome DevTools1
DaVinci Resolve1
Flyway1
HashiCorp Vault1
Liquibase1
Maven1

And 5 more, each named in fewer postings.

What AI and ML technologies does VML use?

ChatGPT is named in 1% of job postings at VML, followed by LLM (1%), Claude (1%), Midjourney (<1%).

ChatGPT 9 1% required in 89% · 9 open now · since Mar 2026
LLM 9 1% required in 89% · 8 open now · since Mar 2026
Claude 8 1% required in 75% · 7 open now · since Mar 2026
Midjourney 3 <1% required in 100% · 3 open now · since Jun 2026
BERT 2 <1% required in 100% · 2 open now · since Feb 2026
Gemini 2 <1% required in 100% · 2 open now · since Jul 2026

Which engineering practices does VML ask for?

AI Agents is named in 100% of job postings at VML, followed by CI/CD (4%), A/B Testing (4%), Prompt Engineering (1%).

AI Agents 641 100% required in 22% · 450 open now · since Sep 2024
CI/CD 26 4% required in 85% · 19 open now · since Nov 2025
A/B Testing 24 4% required in 83% · 14 open now · since Feb 2026
Prompt Engineering 8 1% required in 75% · 8 open now · since Nov 2025
SOAP 8 1% required in 50% · 7 open now · since Oct 2025
RAG 6 1% required in 100% · 4 open now · since Feb 2026
LLM Guardrails 5 1% required in 100% · 3 open now · since Mar 2026
Machine Learning 5 1% required in 100% · 5 open now · since Oct 2025
Show all (32)
Agentic Workflows4
ETL/ELT4
SLI/SLO/SLA4
IAM4
NLP3
Shift-Left3
Anomaly Detection2
Clean Architecture2
Embeddings2
Human-in-the-Loop2
Multi-Agent Systems2
Platform Engineering2
Semantic Search2
Semantic Search2
Wi-Fi2
Canary Release1
Function Calling1
GitOps1
Knowledge Graph1
Master Data Management1
PWA1
Self-Healing1
DNS1
TCP/IP1

What does each VML team work with?

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

Legal

223 postings
AWS16
Braze14
SQL14
Adobe Photoshop12
Figma11
JavaScript11

Marketing

137 postings
Adobe After Effects5
Adobe Photoshop5
Adobe Premiere Pro5
Figma5
Braze4
SQL4

Management

51 postings
Braze10
AWS9
Microsoft Excel5
Azure2
Drupal2
Power BI2

Design

50 postings
Figma36
Adobe Photoshop17
Adobe After Effects8
Sketch7
Adobe XD6
Canva2

Sales

26 postings
AWS5
API Gateway2
AWS Bedrock2
AWS Lambda2
AWS Step Functions2
Amazon SageMaker2

Analytics

25 postings
Power BI9
SQL7
Python6
Tableau6
Looker5
Braze4

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How much does VML pay by technology?

Median stated pay of the postings that name each technology, against the median of all VML postings with stated pay: $140k across 148 postings.

TechnologyPostings with payMedianvs company median
Figma7$52k−63%
AWS6$230k+64%
SQL6$125k−11%
Braze5$52k−63%

How is the VML 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
DomoSep 2026
Azure DevOpsSep 2026
Microsoft FabricAug 2026
JQueryAug 2026
GatlingAug 2026
JMeterAug 2026
DynatraceAug 2026
SplunkAug 2026
Rising
Adobe Photoshop2% → 6%
Adobe After Effects1% → 4%
Falling
A/B Testing9% → 3%
Power BI8% → 3%
Braze11% → 7%
BigQuery4% → 0%
Google BigQuery4% → 0%
SQL9% → 6%
Python5% → 3%
React.js4% → 2%
Not named for 6 months
Amazon CloudWatchMar 2026
Clean ArchitectureMar 2026
WindsurfMar 2026
ProtoPieMar 2026
BERTFeb 2026
EmbeddingsFeb 2026
Hugging FaceFeb 2026
PandasFeb 2026

How modern is the VML stack?

Cutting-edge AI adopter 82/100

VML scores 82 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: 6; legacy ones: 0.

Questions about the VML tech stack

What programming languages does VML use?

The languages named in VML job postings are JavaScript (7%), SQL (7%), Python (4%), PHP (3%), TypeScript (2%), as a share of the 641 postings of the last 12 months.

Does VML use React.js?

Yes. React.js is named in 13 of 641 job postings (2%) and required in 8 of them.

What cloud and platforms does VML use?

The cloud and platforms named in VML job postings are AWS (67), Figma (64), Braze (52) (postings in brackets).

What skills do you need for a Legal job at VML?

Legal postings at VML most often require AWS (16), Braze (14), SQL (14), Adobe Photoshop (12), out of 223 postings in the last 12 months.

Is the VML tech stack changing?

Yes. Domo, Azure DevOps, Microsoft Fabric, JQuery first appeared in VML job postings in the last six months.

How modern is the VML tech stack?

VML scores 82 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: 6; legacy ones: 0.

How does Alion know the VML tech stack?

Alion reads every job posting VML publishes and tags the technologies each one names. The figures on this page count the 641 postings of the last 12 months and were updated on Sep 26, 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, "VML tech stack: 204 technologies from 641 job postings", as of Sep 26, 2026. https://alion.io/company/vml/technologies

Licence: CC BY-SA 4.0JSON