APM
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APM tech stack

APM builds mostly with C#, SQL, Python, PowerShell. Its stack also includes .NET, Power BI, Azure SQL Database, MS SQL. C# is named in 12 of the 24 job postings APM published in the last 12 months (50%). Counted by Alion from the job postings of APM, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
18
Postings analysed
24
Modernity
68 /100
New in 6 months
8

What programming languages does APM use?

C# is named in 50% of job postings at APM, followed by SQL (29%), Python (21%), PowerShell (17%).

C# 12 50% optional · since May 2026
SQL 7 29% required in 100% · since Oct 2026
Python 5 21% required in 100% · since Oct 2026
PowerShell 4 17% required in 100% · since Oct 2026
Apex 3 13% required in 100% · since Oct 2026

What frameworks and libraries does APM use?

Visualforce is named in 13% of job postings at APM.

Visualforce 3 13% required in 100% · since Oct 2026

What databases does APM use?

Azure SQL Database is named in 21% of job postings at APM, followed by MS SQL (21%).

Azure SQL Database 5 21% required in 100% · since Oct 2026
MS SQL 5 21% required in 100% · since Oct 2026

What cloud and platforms does APM use?

.NET is named in 50% of job postings at APM, followed by Power BI (29%), Azure (21%), Microsoft Fabric (21%).

.NET 12 50% required in 58% · since May 2026
Power BI 7 29% required in 100% · since Oct 2026
Azure 5 21% required in 100% · since Oct 2026
Microsoft Fabric 5 21% required in 100% · since Oct 2026
Spark 5 21% required in 80% · since Oct 2026

What developer tools does APM use?

Azure Data Factory is named in 21% of job postings at APM, followed by pySpark (21%), Microsoft Excel (17%).

Azure Data Factory 5 21% required in 100% · since Oct 2026
pySpark 5 21% required in 100% · since Oct 2026
Microsoft Excel 4 17% required in 100% · since Oct 2026

Which engineering practices does APM ask for?

CI/CD is named in 13% of job postings at APM, followed by ETL/ELT (8%).

CI/CD 3 13% required in 100% · since Oct 2026
ETL/ELT 2 8% required in 100% · since Oct 2026

What does each APM team work with?

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

Data Science

5 postings
Azure5
Azure Data Factory5
Azure SQL Database5
MS SQL5
Microsoft Fabric5
Power BI5

Enterprise Apps

3 postings
Apex3
Visualforce3

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How is the APM 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
ETL/ELTOct 2026
Microsoft ExcelOct 2026
ApexOct 2026
CI/CDOct 2026
VisualforceOct 2026
PowerShellOct 2026
Power BIOct 2026
SQLOct 2026

How modern is the APM stack?

Modern 68/100

APM scores 68 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 APM stack in its industry?

Share of the 244 companies in the same industries, whose stack Alion knows, that use each technology.

.NET8%
C#14%
Power BI16%
SQL36%
Azure23%
Azure SQL Database2%
MS SQL4%
Microsoft Fabric3%
Python35%
Spark6%

What sets APM apart

Azure SQL Database2%
MS SQL4%
Microsoft Fabric3%
Apex4%
Visualforce1%

Questions about the APM tech stack

What programming languages does APM use?

The languages named in APM job postings are C# (50%), SQL (29%), Python (21%), PowerShell (17%), Apex (13%), as a share of the 24 postings of the last 12 months.

Does APM use Visualforce?

Yes. Visualforce is named in 3 of 24 job postings (13%) and required in 3 of them.

What cloud and platforms does APM use?

The cloud and platforms named in APM job postings are .NET (12), Power BI (7), Azure (5) (postings in brackets).

What skills do you need for a Data Science job at APM?

Data Science postings at APM most often require Azure (5), Azure Data Factory (5), Azure SQL Database (5), MS SQL (5), out of 5 postings in the last 12 months.

Is the APM tech stack changing?

Yes. ETL/ELT, Microsoft Excel, Apex, CI/CD first appeared in APM job postings in the last six months.

How modern is the APM tech stack?

APM scores 68 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 APM tech stack?

Alion reads every job posting APM publishes and tags the technologies each one names. The figures on this page count the 24 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, "APM tech stack: 18 technologies from 24 job postings", as of Nov 12, 2026. https://alion.io/company/apm-net-au/technologies

Licence: CC BY-SA 4.0JSON