A2MAC1
Engineering Services · Data Providers & Datasets

A2MAC1 tech stack

A2MAC1 builds mostly with Python, Java, PowerShell, JavaScript. Its stack also includes Azure, Azure DevOps, Redis, Selenium. Azure is named in 9 of the 16 job postings A2MAC1 published in the last 12 months (56%). Counted by Alion from the job postings of A2MAC1, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
60
Postings analysed
16
Open now
11
Modernity
79 /100
New in 6 months
4

What programming languages does A2MAC1 use?

Python is named in 19% of job postings at A2MAC1, followed by Java (13%), PowerShell (13%), JavaScript (13%).

Python 3 19% required in 67% · 3 open now · since Feb 2026
Java 2 13% required in 50% · 2 open now · since Feb 2026
PowerShell 2 13% required in 50% · 2 open now · since Mar 2026
JavaScript 2 13% optional · 2 open now · since Nov 2025
TypeScript 2 13% optional · 2 open now · since Nov 2025
Kotlin 1 6% required in 100% · 1 open now · since May 2026
SQL 1 6% required in 100% · 1 open now · since Nov 2025

What frameworks and libraries does A2MAC1 use?

Selenium is named in 13% of job postings at A2MAC1, followed by Angular (13%), OpenTelemetry (13%), Cypress (6%).

Selenium 2 13% required in 100% · 1 open now · since Feb 2026
Angular 2 13% required in 50% · 2 open now · since Nov 2025
OpenTelemetry 2 13% optional · 2 open now · since Feb 2026
Cypress 1 6% required in 100% · since Apr 2026
Django 1 6% required in 100% · 1 open now · since Feb 2026
FastAPI 1 6% required in 100% · 1 open now · since Feb 2026
Pandas 1 6% required in 100% · 1 open now · since Apr 2026
Vue.js 1 6% required in 100% · 1 open now · since May 2026
Show all (13)
Celery1
Ktor1
React.js1
Scikit-learn1
Spring Boot1

What databases does A2MAC1 use?

Redis is named in 13% of job postings at A2MAC1.

Redis 2 13% optional · 2 open now · since Feb 2026

What cloud and platforms does A2MAC1 use?

Azure is named in 56% of job postings at A2MAC1, followed by Azure DevOps (31%), Power BI (25%), Windows (19%).

Azure 9 56% required in 44% · 8 open now · since Nov 2025
Azure DevOps 5 31% required in 40% · 4 open now · since Nov 2025
Power BI 4 25% required in 50% · 2 open now · since Apr 2026
Windows 3 19% required in 67% · 2 open now · since Jul 2026
Active Directory 2 13% required in 100% · 2 open now · since Mar 2026
Figma 2 13% required in 50% · 1 open now · since Jun 2026
Linux 2 13% required in 50% · 2 open now · since Mar 2026
SIEM 2 13% required in 50% · 2 open now · since Jul 2026
Show all (17)
Grafana2
DLP1
Microsoft Entra ID1
Microsoft Fabric1
Postman1
VMWare1
MLFlow1
Microsoft Defender1
Spark1

What developer tools does A2MAC1 use?

Docker is named in 13% of job postings at A2MAC1, followed by Microsoft Excel (13%), Prometheus (13%), Azure Data Factory (6%).

Docker 2 13% required in 100% · 2 open now · since Feb 2026
Microsoft Excel 2 13% required in 100% · 1 open now · since Apr 2026
Prometheus 2 13% optional · 2 open now · since Feb 2026
Azure Data Factory 1 6% required in 100% · 1 open now · since Apr 2026
Hyper-V 1 6% required in 100% · 1 open now · since Mar 2026
Jenkins 1 6% required in 100% · since Apr 2026
Rest API 1 6% required in 100% · 1 open now · since May 2026
pySpark 1 6% required in 100% · 1 open now · since Apr 2026

What AI and ML technologies does A2MAC1 use?

LLM is named in 13% of job postings at A2MAC1.

LLM 2 13% optional · 2 open now · since Feb 2026

Which engineering practices does A2MAC1 ask for?

CI/CD is named in 38% of job postings at A2MAC1, followed by AIOps (13%), DHCP (13%), DNS (13%).

CI/CD 6 38% required in 67% · 5 open now · since Nov 2025
AIOps 2 13% required in 100% · 2 open now · since Feb 2026
DHCP 2 13% required in 50% · 2 open now · since Mar 2026
DNS 2 13% required in 50% · 2 open now · since Mar 2026
Wi-Fi 2 13% required in 50% · 1 open now · since Jul 2026
Battery Management Systems 1 6% required in 100% · 1 open now · since Aug 2026
ETL/ELT 1 6% required in 100% · 1 open now · since Apr 2026
LLM Guardrails 1 6% required in 100% · 1 open now · since Jul 2026
Show all (13)
Machine Learning1
Sensor Fusion1
TCP/IP1
IAM1
VPN1

How does your stack fit A2MAC1?

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How is the A2MAC1 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
WindowsJul 2026
Wi-FiJul 2026
SIEMJul 2026
FigmaJun 2026
Not named for 6 months
DockerMay 2026
AngularMay 2026
JavaMay 2026
GrafanaMay 2026
JavaScriptMay 2026
LLMMay 2026
OpenTelemetryMay 2026
PrometheusMay 2026

How modern is the A2MAC1 stack?

Cutting-edge AI adopter 79/100

A2MAC1 scores 79 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: 1; legacy ones: 0.

How common is the A2MAC1 stack in its industry?

Share of the 2,395 companies in the same industries, whose stack Alion knows, that use each technology.

Azure19%
Azure DevOps8%
Power BI18%
Python32%
Windows20%
Active Directory9%
Angular7%
Figma5%
Grafana6%
Java13%

Questions about the A2MAC1 tech stack

What programming languages does A2MAC1 use?

The languages named in A2MAC1 job postings are Python (19%), Java (13%), PowerShell (13%), JavaScript (13%), TypeScript (13%), as a share of the 16 postings of the last 12 months.

Does A2MAC1 use Selenium?

Yes. Selenium is named in 2 of 16 job postings (13%) and required in 2 of them.

What cloud and platforms does A2MAC1 use?

The cloud and platforms named in A2MAC1 job postings are Azure (9), Azure DevOps (5), Power BI (4) (postings in brackets).

Is the A2MAC1 tech stack changing?

Yes. Windows, Wi-Fi, SIEM, Figma first appeared in A2MAC1 job postings in the last six months.

How modern is the A2MAC1 tech stack?

A2MAC1 scores 79 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: 1; legacy ones: 0.

How does Alion know the A2MAC1 tech stack?

Alion reads every job posting A2MAC1 publishes and tags the technologies each one names. The figures on this page count the 16 postings of the last 12 months and were updated on Nov 12, 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, "A2MAC1 tech stack: 60 technologies from 16 job postings", as of Nov 12, 2026. https://alion.io/company/a2mac1/technologies

Licence: CC BY-SA 4.0JSON