Random Trees
LLM & Generative AI · AI Consulting & Integration

Random Trees tech stack

Random Trees builds mostly with Python, SQL, JavaScript, TypeScript. Its stack also includes Azure, Snowflake, AWS, PyTorch. Python is named in 16 of the 24 job postings Random Trees published in the last 12 months (67%). Counted by Alion from the job postings of Random Trees, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
93
Postings analysed
24
Open now
23
Modernity
77 /100

What programming languages does Random Trees use?

Python is named in 67% of job postings at Random Trees, followed by SQL (63%), JavaScript (13%), TypeScript (13%).

Python 16 67% required in 88% · 15 open now · since Sep 2026
SQL 15 63% required in 87% · 15 open now · since Sep 2026
JavaScript 3 13% required in 100% · 3 open now · since Sep 2026
TypeScript 3 13% required in 67% · 3 open now · since Sep 2026
Java 2 8% required in 50% · 2 open now · since Oct 2026
ABAP 2 8% optional · 2 open now · since Sep 2026
C# 1 4% required in 100% · 1 open now · since Sep 2026
Node JS 1 4% required in 100% · 1 open now · since Oct 2026

What frameworks and libraries does Random Trees use?

PyTorch is named in 17% of job postings at Random Trees, followed by React.js (13%), Scikit-learn (8%), TensorFlow (8%).

PyTorch 4 17% required in 100% · 4 open now · since Sep 2026
React.js 3 13% required in 67% · 3 open now · since Sep 2026
Scikit-learn 2 8% required in 100% · 2 open now · since Sep 2026
TensorFlow 2 8% required in 100% · 2 open now · since Sep 2026
Angular 2 8% required in 50% · 2 open now · since Sep 2026
ASP.NET Core 1 4% required in 100% · 1 open now · since Sep 2026
Entity Framework Core 1 4% required in 100% · 1 open now · since Sep 2026
Playwright 1 4% required in 100% · 1 open now · since Oct 2026
Show all (14)
Prophet1
Rest-Assured1
Selenium1
Spring Boot1
Transformers1
Vue.js1

What databases does Random Trees use?

Snowflake is named in 38% of job postings at Random Trees, followed by Azure SQL Database (8%), Azure Cosmos DB (4%), Db2 (4%).

Snowflake 9 38% required in 89% · 9 open now · since Sep 2026
Azure SQL Database 2 8% required in 100% · 2 open now · since Sep 2026
Azure Cosmos DB 1 4% required in 100% · 1 open now · since Sep 2026
Db2 1 4% required in 100% · 1 open now · since Oct 2026
Delta Lake 1 4% required in 100% · 1 open now · since Oct 2026
PostgreSQL 1 4% required in 100% · 1 open now · since Sep 2026
Google BigQuery 1 4% optional · 1 open now · since Sep 2026
Oracle 1 4% optional · 1 open now · since Oct 2026

What cloud and platforms does Random Trees use?

Azure is named in 54% of job postings at Random Trees, followed by AWS (33%), Kubernetes (25%), Spark (25%).

Azure 13 54% required in 77% · 12 open now · since Sep 2026
AWS 8 33% required in 88% · 7 open now · since Sep 2026
Kubernetes 6 25% required in 67% · 5 open now · since Sep 2026
Spark 6 25% required in 33% · 5 open now · since Sep 2026
Databricks 5 21% required in 100% · 5 open now · since Sep 2026
GCP 5 21% required in 80% · 4 open now · since Sep 2026
Airflow 4 17% required in 100% · 4 open now · since Sep 2026
Azure DevOps 4 17% required in 100% · 4 open now · since Sep 2026
Show all (30)
Azure AKS4
Amazon S33
GitLab CI2
Unix2
Windows2
Windows Server2
Amazon EKS2
Apache Kafka2
Amazon CloudWatch1
Amazon EC21
Amazon SageMaker1
Bitbucket1
GitHub Actions1
GitLab1
Grafana1
Kubeflow1
MLFlow1
Postman1
Power BI1
Vertex AI1
Amazon Kinesis1
SAP BTP1

What developer tools does Random Trees use?

Git is named in 33% of job postings at Random Trees, followed by Rest API (25%), dbt (21%), pySpark (21%).

Git 8 33% required in 75% · 8 open now · since Sep 2026
Rest API 6 25% required in 83% · 6 open now · since Sep 2026
dbt 5 21% required in 100% · 5 open now · since Sep 2026
pySpark 5 21% required in 100% · 5 open now · since Sep 2026
Docker 3 13% required in 100% · 2 open now · since Sep 2026
Jenkins 3 13% required in 33% · 3 open now · since Oct 2026
Azure Data Factory 2 8% required in 100% · 2 open now · since Oct 2026
bandit 2 8% required in 100% · 2 open now · since Oct 2026
Show all (15)
Terraform2
Checkov1
Cortex1
Informatica1
Model Context Protocol1
tfsec1
Prometheus1

What AI and ML technologies does Random Trees use?

LLM is named in 8% of job postings at Random Trees.

LLM 2 8% required in 100% · 1 open now · since Oct 2026

Which engineering practices does Random Trees ask for?

CI/CD is named in 29% of job postings at Random Trees, followed by ETL/ELT (29%), AI Agents (25%), Machine Learning (21%).

CI/CD 7 29% required in 100% · 7 open now · since Sep 2026
ETL/ELT 7 29% required in 100% · 7 open now · since Sep 2026
AI Agents 6 25% required in 100% · 6 open now · since Oct 2026
Machine Learning 5 21% required in 100% · 4 open now · since Sep 2026
Reinforcement Learning 3 13% required in 100% · 3 open now · since Sep 2026
Computer Vision 2 8% required in 100% · 2 open now · since Oct 2026
Dimensional Modeling 2 8% required in 100% · 2 open now · since Sep 2026
Fine-tuning 2 8% required in 100% · 2 open now · since Oct 2026
Show all (16)
IAM2
LLMOps2
Multimodal AI2
RAG2
Time Series2
DNS2
NLP1
SOAP1

What other technologies does Random Trees use?

CDS Views is named in 4% of job postings at Random Trees.

CDS Views 1 4% optional · 1 open now · since Sep 2026

What does each Random Trees team work with?

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

Data Science

8 postings
SQL8
Python6
Snowflake6
Azure5
pySpark5
Airflow4

AI/ML

5 postings
Python5
PyTorch4
Azure3
Databricks3
GCP3
Kubernetes3

Backend

3 postings
JavaScript3
Azure2
Azure DevOps2
React.js2
Rest API2
TypeScript2

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How modern is the Random Trees stack?

Cutting-edge AI adopter 77/100

Random Trees scores 77 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 Random Trees stack in its industry?

Share of the 1,026 companies in the same industries, whose stack Alion knows, that use each technology.

Python78%
SQL57%
Azure61%
Snowflake24%
AWS66%
Kubernetes52%
Spark28%
Databricks27%
GCP53%
Airflow12%

Questions about the Random Trees tech stack

What programming languages does Random Trees use?

The languages named in Random Trees job postings are Python (67%), SQL (63%), JavaScript (13%), TypeScript (13%), Java (8%), as a share of the 24 postings of the last 12 months.

Does Random Trees use PyTorch?

Yes. PyTorch is named in 4 of 24 job postings (17%) and required in 4 of them.

What cloud and platforms does Random Trees use?

The cloud and platforms named in Random Trees job postings are Azure (13), AWS (8), Kubernetes (6) (postings in brackets).

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

Data Science postings at Random Trees most often require SQL (8), Python (6), Snowflake (6), Azure (5), out of 8 postings in the last 12 months.

Is the Random Trees tech stack changing?

No new technology has appeared in Random Trees job postings in the last six months.

How modern is the Random Trees tech stack?

Random Trees scores 77 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 Random Trees tech stack?

Alion reads every job posting Random Trees 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, "Random Trees tech stack: 93 technologies from 24 job postings", as of Nov 12, 2026. https://alion.io/company/random-trees/technologies

Licence: CC BY-SA 4.0JSON