Methods tech stack

Methods builds mostly with SQL, Python, Java, PowerShell. Its stack also includes Azure, AWS, PostgreSQL, Azure SQL Database. Azure is named in 28 of the 57 job postings Methods published in the last 12 months (49%). Counted by Alion from the job postings of Methods, updated Sep 28, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 28, 2026
Technologies in use
138
Postings analysed
57
Open now
46
Modernity
69 /100
New in 6 months
8

What programming languages does Methods use?

SQL is named in 21% of job postings at Methods, followed by Python (21%), Java (18%), PowerShell (16%).

SQL 12 21% required in 83% · 9 open now · since Apr 2026
Python 12 21% required in 67% · 10 open now · since Jan 2026
Java 10 18% required in 90% · 7 open now · since May 2026
PowerShell 9 16% required in 56% · 8 open now · since Jan 2026
JavaScript 4 7% required in 25% · 3 open now · since Dec 2025
Scala 3 5% required in 33% · 2 open now · since Jul 2026
Perl 2 4% required in 100% · 2 open now · since Jul 2026
TypeScript 2 4% required in 100% · 2 open now · since Sep 2026
Show all (15)
Apex2
Bash1
C#1
Kotlin1
Swift1
Node JS1
Objective-C1

What frameworks and libraries does Methods use?

Spring Boot is named in 9% of job postings at Methods, followed by Hibernate (4%), Spring Cloud (4%), Hadoop (4%).

Spring Boot 5 9% required in 100% · 2 open now · since May 2026
Hibernate 2 4% required in 100% · 1 open now · since Jul 2026
Spring Cloud 2 4% required in 100% · 1 open now · since Jul 2026
Hadoop 2 4% optional · 1 open now · since Jul 2026
Lightning Web Components 1 2% required in 100% · since Dec 2025
Rest-Assured 1 2% required in 100% · 1 open now · since Sep 2026
Visualforce 1 2% required in 100% · since Dec 2025
Jetpack Compose 1 2% optional · 1 open now · since Sep 2026
Show all (12)
Playwright1
SwiftUI1
UIKit1
WebDriverIO1

What databases does Methods use?

PostgreSQL is named in 18% of job postings at Methods, followed by Azure SQL Database (9%), Azure Cosmos DB (5%), Delta Lake (5%).

PostgreSQL 10 18% required in 90% · 6 open now · since May 2026
Azure SQL Database 5 9% required in 80% · 4 open now · since Jun 2026
Azure Cosmos DB 3 5% required in 100% · 2 open now · since Aug 2026
Delta Lake 3 5% required in 100% · 2 open now · since Aug 2026
MySQL 3 5% required in 100% · 2 open now · since Jul 2026
Oracle 3 5% required in 100% · 2 open now · since Jul 2026
Redis 2 4% required in 100% · since May 2026
Snowflake 2 4% optional · 2 open now · since Jun 2026
Show all (11)
ElasticSearch1
Apache Iceberg1
DynamoDB1

What cloud and platforms does Methods use?

Azure is named in 49% of job postings at Methods, followed by AWS (23%), Apache Kafka (18%), Databricks (16%).

Azure 28 49% required in 61% · 26 open now · since Feb 2025
AWS 13 23% required in 31% · 11 open now · since Feb 2025
Apache Kafka 10 18% required in 40% · 8 open now · since Jun 2026
Databricks 9 16% required in 56% · 8 open now · since Jun 2026
Microsoft Entra ID 8 14% required in 100% · 7 open now · since Aug 2026
Power BI 8 14% required in 75% · 6 open now · since Apr 2026
Microsoft Fabric 8 14% required in 63% · 7 open now · since Jun 2026
GCP 8 14% required in 38% · 5 open now · since Jan 2026
Show all (49)
Active Directory7
Kubernetes7
Windows6
Linux6
Microsoft Defender5
Spark5
AWS Lambda4
VMWare4
Amazon Kinesis3
GitLab3
Red Hat3
SIEM3
Splunk3
Windows Server3
Copilot Studio2
DLP2
LDAP2
Microsoft Sentinel2
Alation2
Azure DevOps2
Collibra2
Airflow1
Android SDK1
Azure AKS1
GitHub1
Grafana1
Microsoft Defender for Cloud1
NATS1
OpenShift1
Postman1
Tableau1
iOS SDK1

And 9 more, each named in fewer postings.

What developer tools does Methods use?

Git is named in 14% of job postings at Methods, followed by Azure Data Factory (11%), Docker (9%), Terraform (7%).

Git 8 14% required in 100% · 6 open now · since Dec 2025
Azure Data Factory 6 11% required in 100% · 6 open now · since Jun 2026
Docker 5 9% required in 60% · 5 open now · since Jun 2026
Terraform 4 7% required in 50% · 4 open now · since Jan 2026
Jenkins 3 5% required in 100% · 2 open now · since Jul 2026
Rest API 3 5% required in 100% · 3 open now · since Jun 2026
Copilot 3 5% optional · 3 open now · since Jun 2026
Ansible 2 4% required in 100% · 1 open now · since Jun 2026
Show all (23)
Gradle2
Maven2
pySpark2
Bicep2
Hyper-V2
Informatica2
Apache Tomcat1
Keycloak1
Model Context Protocol1
Salesforce Flow1
AWS CDK1
CloudFormation1
GraphQL1
Trivy1
k61

Which engineering practices does Methods ask for?

CI/CD is named in 26% of job postings at Methods, followed by DNS (12%), ETL/ELT (11%), Dimensional Modeling (9%).

CI/CD 15 26% required in 93% · 13 open now · since Dec 2025
DNS 7 12% required in 100% · 6 open now · since Jan 2026
ETL/ELT 6 11% required in 100% · 5 open now · since Apr 2026
Dimensional Modeling 5 9% required in 100% · 5 open now · since Aug 2026
AI Agents 4 7% required in 100% · 4 open now · since Jul 2026
VPN 4 7% required in 100% · 3 open now · since Jun 2026
TCP/IP 4 7% required in 75% · 3 open now · since Jan 2026
Feature Store 3 5% required in 100% · 2 open now · since Aug 2026
Show all (27)
SLI/SLO/SLA3
IAM3
Master Data Management2
RAG2
Agentic Workflows1
Function Calling1
GitOps1
Incident Management1
LLM Guardrails1
SOAP1
Service Mesh1
Structured Outputs1
Tool Use1
Web Components1
Wi-Fi1
Digital Twin1
Embeddings1
NIST AI RMF1
Red Teaming1

What other technologies does Methods use?

Kotlin Coroutines is named in 2% of job postings at Methods.

Kotlin Coroutines 1 2% optional · 1 open now · 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

8 postings
Microsoft Entra ID3
SIEM3
Active Directory2
Azure2
Microsoft Defender2

Data Science

7 postings
PostgreSQL5
SQL5
Azure4
Azure Data Factory3
Git3
Java3

Backend

6 postings
Java4
PostgreSQL3
Python3
AWS2
AWS Lambda2
GCP2

DevOps

5 postings
Azure3
Linux2
Red Hat2

Industrial Engineering

5 postings
PowerShell3
Azure2
Azure Data Factory2
Microsoft Fabric2
Power BI2
SQL2

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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
Hyper-VSep 2026
Copilot StudioSep 2026
TypeScriptSep 2026
SLI/SLO/SLAAug 2026
AWS LambdaAug 2026
Amazon KinesisAug 2026
Azure Cosmos DBAug 2026
Delta LakeAug 2026
Rising
PowerShell0% → 20%
Microsoft Entra ID0% → 20%
SQL8% → 27%
Git0% → 15%
DNS0% → 15%
Windows0% → 12%
Dimensional Modeling0% → 12%
Microsoft Defender0% → 12%
Falling
Kubernetes33% → 7%
Spring Boot25% → 5%
PostgreSQL33% → 15%
ETL/ELT25% → 7%
GCP25% → 10%
Microsoft Fabric25% → 12%
Databricks25% → 15%

How modern is the Methods stack?

Modern 69/100

Methods scores 69 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 1,075 companies in the same industries, whose stack Alion knows, that use each technology.

Azure43%
AWS48%
Python58%
SQL45%
Apache Kafka20%
Java27%
PostgreSQL30%
Databricks10%
PowerShell22%
GCP35%

What sets Methods apart

Microsoft Fabric3%
Azure SQL Database3%
Amazon Kinesis4%
Azure Cosmos DB2%
Delta Lake3%

Questions about the Methods tech stack

What programming languages does Methods use?

The languages named in Methods job postings are SQL (21%), Python (21%), Java (18%), PowerShell (16%), JavaScript (7%), as a share of the 57 postings of the last 12 months.

Does Methods use Spring Boot?

Yes. Spring Boot is named in 5 of 57 job postings (9%) and required in 5 of them.

What cloud and platforms does Methods use?

The cloud and platforms named in Methods job postings are Azure (28), AWS (13), Apache Kafka (10) (postings in brackets).

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

Security postings at Methods most often require Microsoft Entra ID (3), SIEM (3), Active Directory (2), Azure (2), out of 8 postings in the last 12 months.

Is the Methods tech stack changing?

Yes. Hyper-V, Copilot Studio, TypeScript, SLI/SLO/SLA first appeared in Methods job postings in the last six months.

How modern is the Methods tech stack?

Methods scores 69 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 57 postings of the last 12 months and were updated on Sep 28, 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: 138 technologies from 57 job postings", as of Sep 28, 2026. https://alion.io/company/methods-business-and-digital-technology/technologies

Licence: CC BY-SA 4.0JSON