Simplemachines tech stack

Simplemachines builds mostly with SQL, Python, TypeScript, JavaScript. Its stack also includes AWS, GCP, Snowflake, Cassandra. AWS is named in 12 of the 17 job postings Simplemachines published in the last 12 months (71%). Counted by Alion from the job postings of Simplemachines, updated Sep 30, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 30, 2026
Technologies in use
50
Postings analysed
17
Open now
16
Modernity
72 /100
New in 6 months
2

What programming languages does Simplemachines use?

SQL is named in 65% of job postings at Simplemachines, followed by Python (35%), TypeScript (29%), JavaScript (29%).

SQL 11 65% required in 100% · 11 open now · since Nov 2025
Python 6 35% required in 100% · 6 open now · since Jan 2026
TypeScript 5 29% required in 100% · 5 open now · since Nov 2025
JavaScript 5 29% optional · 5 open now · since Nov 2025
Java 4 24% required in 75% · 4 open now · since Nov 2025
Scala 4 24% optional · 4 open now · since Nov 2025
Kotlin 3 18% required in 100% · 3 open now · since Nov 2025
Go 1 6% optional · 1 open now · since Aug 2026
Show all (9)
Rust1

What frameworks and libraries does Simplemachines use?

Flink is named in 29% of job postings at Simplemachines, followed by React.js (29%), Tailwind CSS (29%), Redux (24%).

Flink 5 29% required in 100% · 5 open now · since Jan 2026
React.js 5 29% required in 100% · 5 open now · since Nov 2025
Tailwind CSS 5 29% required in 100% · 5 open now · since Nov 2025
Redux 4 24% required in 100% · 4 open now · since Nov 2025
Http4k 2 12% optional · 2 open now · since Nov 2025
Ktor 2 12% optional · 2 open now · since Nov 2025
RxJava 2 12% optional · 2 open now · since Nov 2025

What databases does Simplemachines use?

Snowflake is named in 47% of job postings at Simplemachines, followed by Cassandra (47%), BigQuery (35%), Google BigQuery (35%).

Snowflake 8 47% required in 100% · 8 open now · since Jan 2026
Cassandra 8 47% required in 63% · 8 open now · since Nov 2025
BigQuery 6 35% required in 100% · 6 open now · since Jan 2026
Google BigQuery 6 35% required in 100% · 6 open now · since Jan 2026
PostgreSQL 5 29% required in 100% · 5 open now · since Jan 2026
Azure Cosmos DB 3 18% optional · 3 open now · since Nov 2025
DynamoDB 3 18% optional · 3 open now · since Nov 2025
Google Bigtable 3 18% optional · 3 open now · since Nov 2025
Show all (10)
HBase1
Neo4j1

What cloud and platforms does Simplemachines use?

AWS is named in 71% of job postings at Simplemachines, followed by GCP (71%), Kubernetes (65%), Databricks (47%).

AWS 12 71% required in 100% · 12 open now · since Nov 2025
GCP 12 71% required in 100% · 12 open now · since Nov 2025
Kubernetes 11 65% required in 45% · 11 open now · since Nov 2025
Databricks 8 47% required in 100% · 8 open now · since Jan 2026
Apache Kafka 7 41% required in 100% · 7 open now · since Jan 2026
Azure 7 41% required in 100% · 7 open now · since Nov 2025
Amazon Kinesis 5 29% required in 100% · 5 open now · since Jan 2026
GitHub Actions 5 29% required in 100% · 5 open now · since Jan 2026
Show all (10)
Spark5
Amazon ECS3

What developer tools does Simplemachines use?

Terraform is named in 47% of job postings at Simplemachines, followed by dbt (47%), ArgoCD (29%), Great Expectations (29%).

Terraform 8 47% required in 100% · 8 open now · since Nov 2025
dbt 8 47% required in 100% · 8 open now · since Jan 2026
ArgoCD 5 29% required in 100% · 5 open now · since Jan 2026
Great Expectations 5 29% required in 100% · 5 open now · since Jan 2026
Pulumi 5 29% required in 100% · 5 open now · since Jan 2026
Docker 4 24% required in 75% · 4 open now · since Nov 2025
CloudFormation 3 18% required in 100% · 3 open now · since Nov 2025
Git 3 18% optional · 3 open now · since Nov 2025
Show all (9)
Microsoft Excel1

Which engineering practices does Simplemachines ask for?

Machine Learning is named in 41% of job postings at Simplemachines, followed by CI/CD (35%), Agentic Workflows (12%), AI Agents (12%).

Machine Learning 7 41% required in 100% · 7 open now · since Nov 2025
CI/CD 6 35% required in 100% · 6 open now · since Jan 2026
Agentic Workflows 2 12% required in 100% · 2 open now · since May 2026
AI Agents 2 12% required in 50% · 2 open now · since Aug 2026
ETL/ELT 1 6% required in 100% · 1 open now · since Sep 2026

What does each Simplemachines team work with?

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

Data Science

6 postings
AWS6
GCP6
Python6
SQL6
Amazon Kinesis5
Apache Kafka5

Backend

3 postings
AWS3
Azure3
CloudFormation3
GCP3
Java3
Kotlin3

Leadership

3 postings
AWS2
Apache Kafka2
Azure2
Databricks2
GCP2
Kubernetes2

See the open roles

How does your stack fit Simplemachines?

Sign in to compare your skills with this stack and see which open roles fit you.
Sign In

How is the Simplemachines 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
AI AgentsAug 2026
Agentic WorkflowsMay 2026

How modern is the Simplemachines stack?

Modern 72/100

Simplemachines 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 Simplemachines stack in its industry?

Share of the 448 companies in the same industries, whose stack Alion knows, that use each technology.

AWS23%
GCP13%
Kubernetes15%
SQL22%
Cassandra1%
Databricks6%
Snowflake6%
Apache Kafka8%
Azure17%
BigQuery4%

What sets Simplemachines apart

Cassandra1%
BigQuery4%
Amazon Kinesis2%
Flink1%
Tailwind CSS2%
Redux3%
Scala4%
Amazon ECS4%
Azure Cosmos DB1%
DynamoDB3%

Questions about the Simplemachines tech stack

What programming languages does Simplemachines use?

The languages named in Simplemachines job postings are SQL (65%), Python (35%), TypeScript (29%), JavaScript (29%), Java (24%), as a share of the 17 postings of the last 12 months.

Does Simplemachines use Flink?

Yes. Flink is named in 5 of 17 job postings (29%) and required in 5 of them.

What cloud and platforms does Simplemachines use?

The cloud and platforms named in Simplemachines job postings are AWS (12), GCP (12), Kubernetes (11) (postings in brackets).

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

Data Science postings at Simplemachines most often require AWS (6), GCP (6), Python (6), SQL (6), out of 6 postings in the last 12 months.

Is the Simplemachines tech stack changing?

Yes. AI Agents, Agentic Workflows first appeared in Simplemachines job postings in the last six months.

How modern is the Simplemachines tech stack?

Simplemachines 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 Simplemachines tech stack?

Alion reads every job posting Simplemachines publishes and tags the technologies each one names. The figures on this page count the 17 postings of the last 12 months and were updated on Sep 30, 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, "Simplemachines tech stack: 50 technologies from 17 job postings", as of Sep 30, 2026. https://alion.io/company/simplemachines-2/technologies

Licence: CC BY-SA 4.0JSON