Methods
Cloud Consulting & Migration · Digital Government

Methods tech stack

Methods builds mostly with Python, Java, SQL, PowerShell. Its stack also includes Azure, AWS, PostgreSQL, Spring Boot. Azure is named in 36 of the 75 job postings Methods published in the last 12 months (48%). Counted by Alion from the job postings of Methods, updated Nov 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 13, 2026
Technologies in use
164
Postings analysed
75
Open now
45
Modernity
67 /100
New in 6 months
8

What programming languages does Methods use?

Python is named in 21% of job postings at Methods, followed by Java (17%), SQL (17%), PowerShell (15%).

Python 16 21% required in 75% · 11 open now · since Jan 2026
Java 13 17% required in 92% · 4 open now · since May 2026
SQL 13 17% required in 85% · 8 open now · since Apr 2026
PowerShell 11 15% required in 64% · 7 open now · since Jan 2026
JavaScript 11 15% required in 18% · 8 open now · since Dec 2025
TypeScript 6 8% required in 83% · 5 open now · since Jul 2026
Scala 3 4% required in 33% · since Jul 2026
Bash 2 3% required in 100% · 1 open now · since Jan 2026
Show all (15)
C#2
Apex2
Node JS2
Kotlin1
Perl1
Swift1
Objective-C1

What frameworks and libraries does Methods use?

Spring Boot is named in 9% of job postings at Methods, followed by Angular (5%), JUnit (4%), Rest-Assured (4%).

Spring Boot 7 9% required in 100% · 1 open now · since May 2026
Angular 4 5% required in 75% · 3 open now · since Jul 2026
JUnit 3 4% required in 100% · 2 open now · since Oct 2026
Rest-Assured 3 4% required in 100% · 2 open now · since Sep 2026
Playwright 3 4% optional · 2 open now · since Sep 2026
WebDriverIO 3 4% optional · 2 open now · since Sep 2026
Cypress 2 3% required in 100% · 1 open now · since Oct 2026
Hibernate 2 3% required in 100% · since Jul 2026
Show all (20)
Jest2
Selenium2
Spring Cloud2
Hadoop2
AssertJ1
Cucumber1
Lightning Web Components1
Pytest1
Visualforce1
Jetpack Compose1
SwiftUI1
UIKit1

What databases does Methods use?

PostgreSQL is named in 13% of job postings at Methods, followed by Azure SQL Database (7%), Azure Cosmos DB (4%), Delta Lake (4%).

PostgreSQL 10 13% required in 90% · 3 open now · since May 2026
Azure SQL Database 5 7% required in 80% · 4 open now · since Jun 2026
Azure Cosmos DB 3 4% required in 100% · 2 open now · since Aug 2026
Delta Lake 3 4% required in 100% · 2 open now · since Aug 2026
MySQL 3 4% required in 100% · since Jul 2026
Oracle 3 4% required in 100% · since Jul 2026
Redis 2 3% required in 100% · since May 2026
Snowflake 2 3% optional · 1 open now · since Jun 2026
Show all (11)
ElasticSearch1
Apache Iceberg1
DynamoDB1

What cloud and platforms does Methods use?

Azure is named in 48% of job postings at Methods, followed by AWS (19%), Kubernetes (17%), Microsoft Entra ID (15%).

Azure 36 48% required in 67% · 24 open now · since Feb 2025
AWS 14 19% required in 36% · 8 open now · since Feb 2025
Kubernetes 13 17% required in 54% · 7 open now · since May 2026
Microsoft Entra ID 11 15% required in 91% · 7 open now · since Aug 2026
Active Directory 10 13% required in 100% · 8 open now · since Jun 2026
Linux 10 13% required in 60% · 5 open now · since Jun 2026
Microsoft Fabric 10 13% required in 60% · 7 open now · since Jun 2026
Apache Kafka 10 13% required in 40% · 5 open now · since Jun 2026
Show all (58)
Databricks9
Windows8
Power BI8
GCP8
GitLab6
Microsoft Defender6
Azure DevOps6
Splunk6
VMWare6
Azure AKS5
Spark5
AWS Lambda4
GitHub4
Red Hat4
SIEM4
Windows Server4
Grafana4
Amazon Kinesis3
LDAP3
Copilot Studio2
DLP2
Postman2
Amazon CloudWatch2
Microsoft Sentinel2
API Gateway2
Alation2
Collibra2
Airflow1
Amazon EC21
Amazon ECS1
Amazon EKS1
Android SDK1

And 18 more, each named in fewer postings.

What developer tools does Methods use?

Git is named in 15% of job postings at Methods, followed by Rest API (12%), Docker (12%), Terraform (12%).

Git 11 15% required in 100% · 4 open now · since Dec 2025
Rest API 9 12% required in 78% · 4 open now · since Jun 2026
Docker 9 12% required in 44% · 5 open now · since Jun 2026
Terraform 9 12% required in 44% · 8 open now · since Jan 2026
Azure Data Factory 6 8% required in 100% · 6 open now · since Jun 2026
Jenkins 5 7% required in 100% · 2 open now · since Jul 2026
Bicep 4 5% required in 25% · 3 open now · since Jun 2026
Copilot 4 5% required in 25% · 2 open now · since Jun 2026
Show all (31)
k64
Ansible3
Maven3
Gradle2
Nessus2
pySpark2
Helm2
JMeter2
Hyper-V2
Informatica2
Trivy2
Apache Tomcat1
Keycloak1
Microsoft Excel1
Model Context Protocol1
Salesforce Flow1
AWS CDK1
Apache HTTP Server1
CloudFormation1
GraphQL1
Grype1
Kong1
Prometheus1

Which engineering practices does Methods ask for?

CI/CD is named in 29% of job postings at Methods, followed by DNS (12%), ETL/ELT (8%), TCP/IP (8%).

CI/CD 22 29% required in 95% · 12 open now · since Dec 2025
DNS 9 12% required in 100% · 8 open now · since Jan 2026
ETL/ELT 6 8% required in 100% · 4 open now · since Apr 2026
TCP/IP 6 8% required in 83% · 5 open now · since Jan 2026
AI Agents 5 7% required in 100% · 3 open now · since Jul 2026
Dimensional Modeling 5 7% required in 100% · 4 open now · since Aug 2026
VPN 5 7% required in 100% · 4 open now · since Jun 2026
IAM 5 7% required in 80% · 3 open now · since Aug 2026
Show all (28)
Feature Store3
Incident Management3
Service Mesh3
DHCP2
Function Calling2
Master Data Management2
Platform Engineering2
RAG2
Agentic Workflows1
GitOps1
SOAP1
Structured Outputs1
Web Components1
Wi-Fi1
Computer Vision1
Digital Twin1
Embeddings1
Machine Learning1
NIST AI RMF1
Red Teaming1

What other technologies does Methods use?

Kotlin Coroutines is named in 1% of job postings at Methods.

Kotlin Coroutines 1 1% optional · since Sep 2026

What does each Methods team work with?

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

Security

10 postings
Azure3
Microsoft Entra ID3
SIEM3
Active Directory2
Ansible2
Kubernetes2

Backend

9 postings
Java6
Python5
Azure4
Spring Boot4
TypeScript4
Angular3

Data Science

8 postings
PostgreSQL5
SQL5
Azure4
Azure Data Factory3
Git3
Java3

Enterprise Apps

7 postings
Azure2
Copilot Studio2
JavaScript2

DevOps

7 postings
Azure5
Linux3
AWS2
Bash2
Docker2
Kubernetes2

See the open roles

How does your stack fit Methods?

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How is the Methods 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
DHCPNov 2026
NessusNov 2026
Platform EngineeringOct 2026
HelmOct 2026
JMeterOct 2026
SeleniumOct 2026
JUnitOct 2026
CypressOct 2026
Rising
Microsoft Entra ID4% → 24%
JavaScript4% → 21%
Linux4% → 21%
Rest API4% → 19%
Terraform4% → 17%
PowerShell7% → 19%
Azure DevOps0% → 12%
Docker7% → 17%
Falling
Apache Kafka36% → 0%
PostgreSQL32% → 0%
Databricks32% → 0%
AWS36% → 7%
Azure64% → 38%
SQL32% → 7%
Microsoft Fabric29% → 5%
GCP21% → 0%

How modern is the Methods stack?

Modern 67/100

Methods scores 67 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 Methods stack in its industry?

Share of the 6,926 companies in the same industries, whose stack Alion knows, that use each technology.

Azure50%
Python52%
AWS46%
Java36%
Kubernetes38%
SQL53%
JavaScript47%
Microsoft Entra ID14%
PowerShell21%
Active Directory18%

What sets Methods apart

Amazon Kinesis3%
Azure Cosmos DB4%
WebDriverIO1%

Questions about the Methods tech stack

What programming languages does Methods use?

The languages named in Methods job postings are Python (21%), Java (17%), SQL (17%), PowerShell (15%), JavaScript (15%), as a share of the 75 postings of the last 12 months.

Does Methods use Spring Boot?

Yes. Spring Boot is named in 7 of 75 job postings (9%) and required in 7 of them.

What cloud and platforms does Methods use?

The cloud and platforms named in Methods job postings are Azure (36), AWS (14), Kubernetes (13) (postings in brackets).

What skills do you need for a Security job at Methods?

Security postings at Methods most often require Azure (3), Microsoft Entra ID (3), SIEM (3), Active Directory (2), out of 10 postings in the last 12 months.

Is the Methods tech stack changing?

Yes. DHCP, Nessus, Platform Engineering, Helm first appeared in Methods job postings in the last six months.

How modern is the Methods tech stack?

Methods scores 67 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 Methods tech stack?

Alion reads every job posting Methods publishes and tags the technologies each one names. The figures on this page count the 75 postings of the last 12 months and were updated on Nov 13, 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, "Methods tech stack: 164 technologies from 75 job postings", as of Nov 13, 2026. https://alion.io/company/methods-business-and-digital-technology/technologies

Licence: CC BY-SA 4.0JSON