Amach tech stack

Amach builds mostly with Python, SQL, Scala, Java. Its stack also includes AWS, Azure, Delta Lake, Snowflake. AWS is named in 12 of the 15 job postings Amach published in the last 12 months (80%). Counted by Alion from the job postings of Amach, updated Oct 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 26, 2026
Technologies in use
43
Postings analysed
15
Open now
15
Modernity
72 /100
New in 6 months
8

What programming languages does Amach use?

Python is named in 20% of job postings at Amach, followed by SQL (13%), Scala (13%), Java (7%).

Python 3 20% required in 67% · 3 open now · since Oct 2025
SQL 2 13% required in 100% · 2 open now · since Oct 2026
Scala 2 13% required in 100% · 2 open now · since Oct 2026
Java 1 7% optional · 1 open now · since Oct 2026

What frameworks and libraries does Amach use?

Selenium is named in 7% of job postings at Amach.

Selenium 1 7% required in 100% · 1 open now · since Oct 2026

What databases does Amach use?

Delta Lake is named in 13% of job postings at Amach, followed by Snowflake (13%), MySQL (7%), PostgreSQL (7%).

Delta Lake 2 13% required in 100% · 2 open now · since Oct 2026
Snowflake 2 13% required in 100% · 2 open now · since Oct 2026
MySQL 1 7% required in 100% · 1 open now · since Oct 2025
PostgreSQL 1 7% required in 100% · 1 open now · since Jun 2026

What cloud and platforms does Amach use?

AWS is named in 80% of job postings at Amach, followed by Azure (53%), GCP (40%), Databricks (33%).

AWS 12 80% required in 100% · 12 open now · since Oct 2025
Azure 8 53% required in 88% · 8 open now · since Jun 2026
GCP 6 40% required in 100% · 6 open now · since Jun 2026
Databricks 5 33% required in 80% · 5 open now · since Jun 2026
Power BI 5 33% required in 80% · 5 open now · since Jun 2026
Azure DevOps 2 13% required in 100% · 2 open now · since Oct 2026
GitHub 2 13% required in 100% · 2 open now · since Oct 2026
GitHub Actions 2 13% required in 100% · 2 open now · since Oct 2026
Show all (16)
MLFlow2
Spark2
Kubernetes2
Grafana1
Linux1
Opsgenie1
Unix1
Tableau1

What developer tools does Amach use?

Alteryx is named in 13% of job postings at Amach, followed by Jenkins (13%), Prometheus (13%), Terraform (13%).

Alteryx 2 13% required in 100% · 2 open now · since Oct 2026
Jenkins 2 13% required in 100% · 2 open now · since Oct 2025
Prometheus 2 13% required in 100% · 2 open now · since Jun 2026
Terraform 2 13% required in 100% · 2 open now · since Oct 2025
pySpark 2 13% required in 100% · 2 open now · since Oct 2026
Microsoft Excel 1 7% required in 100% · 1 open now · since Jul 2026
Git 1 7% optional · 1 open now · since Oct 2026
Rest API 1 7% optional · 1 open now · since Oct 2026

Which engineering practices does Amach ask for?

CI/CD is named in 33% of job postings at Amach, followed by ETL/ELT (27%), BGP (7%), DHCP (7%).

CI/CD 5 33% required in 100% · 5 open now · since Oct 2025
ETL/ELT 4 27% required in 100% · 4 open now · since Oct 2026
BGP 1 7% required in 100% · 1 open now · since Sep 2026
DHCP 1 7% required in 100% · 1 open now · since Sep 2026
DNS 1 7% required in 100% · 1 open now · since Oct 2025
FinOps 1 7% required in 100% · 1 open now · since Sep 2026
MPLS 1 7% required in 100% · 1 open now · since Sep 2026
Machine Learning 1 7% required in 100% · 1 open now · since Aug 2026
Show all (10)
OSPF1
Wi-Fi1

What does each Amach team work with?

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

Data Science

4 postings
AWS4
Azure4
Databricks4
GCP4
Power BI4
Alteryx2

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How is the Amach 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
AlteryxOct 2026
Azure DevOpsOct 2026
Delta LakeOct 2026
GitHubOct 2026
GitHub ActionsOct 2026
MLFlowOct 2026
SQLOct 2026
ScalaOct 2026

How modern is the Amach stack?

Modern 72/100

Amach scores 72 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 Amach stack in its industry?

Share of the 1,532 companies in the same industries, whose stack Alion knows, that use each technology.

AWS49%
Azure39%
GCP33%
Databricks11%
Power BI15%
Python65%
Azure DevOps10%
Delta Lake3%
GitHub18%
GitHub Actions15%

Questions about the Amach tech stack

What programming languages does Amach use?

The languages named in Amach job postings are Python (20%), SQL (13%), Scala (13%), Java (7%), as a share of the 15 postings of the last 12 months.

Does Amach use AWS?

Yes. AWS is named in 12 of 15 job postings (80%) and required in 12 of them.

What cloud and platforms does Amach use?

The cloud and platforms named in Amach job postings are AWS (12), Azure (8), GCP (6) (postings in brackets).

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

Data Science postings at Amach most often require AWS (4), Azure (4), Databricks (4), GCP (4), out of 4 postings in the last 12 months.

Is the Amach tech stack changing?

Yes. Alteryx, Azure DevOps, Delta Lake, GitHub first appeared in Amach job postings in the last six months.

How modern is the Amach tech stack?

Amach scores 72 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 Amach tech stack?

Alion reads every job posting Amach publishes and tags the technologies each one names. The figures on this page count the 15 postings of the last 12 months and were updated on Oct 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, "Amach tech stack: 43 technologies from 15 job postings", as of Oct 26, 2026. https://alion.io/company/amach/technologies

Licence: CC BY-SA 4.0JSON