CloudThat tech stack

CloudThat builds mostly with Python, SQL, Java, Node JS. Its stack also includes AWS, GCP, Amazon Redshift, PostgreSQL. AWS is named in 56 of the 63 job postings CloudThat published in the last 12 months (89%). Counted by Alion from the job postings of CloudThat, updated Oct 18, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 18, 2026
Technologies in use
149
Postings analysed
63
Open now
63
Modernity
84 /100
New in 6 months
8

What programming languages does CloudThat use?

Python is named in 17% of job postings at CloudThat, followed by SQL (6%), Java (5%), Node JS (3%).

Python 11 17% required in 91% · 11 open now · since Feb 2026
SQL 4 6% required in 100% · 4 open now · since Sep 2025
Java 3 5% required in 100% · 3 open now · since Feb 2026
Node JS 2 3% required in 100% · 2 open now · since Feb 2026
JavaScript 2 3% required in 50% · 2 open now · since Feb 2026
PHP 2 3% optional · 2 open now · since Apr 2025
Bash 1 2% required in 100% · 1 open now · since Oct 2026
C++ 1 2% required in 100% · 1 open now · since Feb 2026
Show all (10)
PowerShell1
TypeScript1

What frameworks and libraries does CloudThat use?

NumPy is named in 5% of job postings at CloudThat, followed by Pandas (5%), Flink (3%), Hadoop (3%).

NumPy 3 5% required in 100% · 3 open now · since Feb 2026
Pandas 3 5% required in 100% · 3 open now · since Feb 2026
Flink 2 3% required in 100% · 2 open now · since Sep 2026
Hadoop 2 3% required in 100% · 2 open now · since Sep 2026
Scikit-learn 2 3% required in 100% · 2 open now · since Jun 2026
FastAPI 2 3% required in 50% · 2 open now · since Mar 2026
Flask 2 3% required in 50% · 2 open now · since Mar 2026
PyTorch 2 3% required in 50% · 2 open now · since Jun 2026
Show all (27)
TensorFlow2
Transformers2
Angular1
AutoGen1
CUDA1
CrewAI1
Django1
Express1
FAISS1
Keras1
LangChain1
LangGraph1
LlamaIndex1
Matplotlib1
OpenAI Agents SDK1
RAPIDS1
React.js1
Seaborn1
Spring Boot1

What databases does CloudThat use?

Amazon Redshift is named in 8% of job postings at CloudThat, followed by PostgreSQL (6%), MySQL (5%), BigQuery (5%).

Amazon Redshift 5 8% required in 80% · 5 open now · since Jul 2026
PostgreSQL 4 6% required in 100% · 4 open now · since Mar 2026
MySQL 3 5% required in 100% · 3 open now · since Feb 2026
BigQuery 3 5% required in 67% · 3 open now · since Sep 2026
Google BigQuery 3 5% required in 67% · 3 open now · since Sep 2026
Amazon Aurora 2 3% required in 100% · 2 open now · since Jul 2026
Azure SQL Database 1 2% required in 100% · 1 open now · since Jul 2026
Chroma 1 2% required in 100% · 1 open now · since Jun 2026
Show all (11)
OpenSearch1
Pinecone1
Weaviate1

What cloud and platforms does CloudThat use?

AWS is named in 89% of job postings at CloudThat, followed by GCP (75%), Databricks (41%), Azure (32%).

AWS 56 89% required in 96% · 56 open now · since Mar 2025
GCP 47 75% required in 96% · 47 open now · since Mar 2025
Databricks 26 41% required in 100% · 26 open now · since Mar 2025
Azure 20 32% required in 90% · 20 open now · since Sep 2025
Kubernetes 9 14% required in 56% · 9 open now · since Feb 2026
AWS Lambda 6 10% required in 100% · 6 open now · since Jul 2026
Linux 5 8% required in 100% · 5 open now · since Aug 2026
Amazon S3 4 6% required in 100% · 4 open now · since Jul 2026
Show all (37)
Apache Kafka4
Spark4
Amazon EKS4
AWS Step Functions3
Looker3
Figma3
API Gateway2
Airflow2
Amazon CloudWatch2
Amazon EC22
Amazon Kinesis2
Amazon SageMaker2
AWS Bedrock1
AWS Bedrock AgentCore1
Active Directory1
Amazon ECS1
Anthropic1
Azure AKS1
Azure DevOps1
CUDA Toolkit1
GitLab CI1
Microsoft Entra ID1
Power BI1
Runway1
Vertex AI1
GitHub1
Hugging Face1
MLFlow1
Prefect1

What developer tools does CloudThat use?

Docker is named in 10% of job postings at CloudThat, followed by Git (6%), Terraform (6%), AWS Glue (6%).

Docker 6 10% required in 67% · 6 open now · since Feb 2026
Git 4 6% required in 100% · 4 open now · since Feb 2026
Terraform 4 6% required in 100% · 4 open now · since Jul 2026
AWS Glue 4 6% required in 75% · 4 open now · since Jul 2026
Microsoft Excel 4 6% required in 50% · 4 open now · since Apr 2025
Adobe Photoshop 3 5% required in 100% · 3 open now · since Mar 2026
Bicep 3 5% required in 100% · 3 open now · since Jul 2026
CloudFormation 3 5% required in 100% · 3 open now · since Jul 2026
Show all (21)
Azure Data Factory3
Adobe After Effects3
Canva2
Model Context Protocol2
WordPress2
Adobe Premiere Pro1
Adobe XD1
Chef1
DaVinci Resolve1
Matter1
Rest API1
pySpark1
A2A1

What AI and ML technologies does CloudThat use?

LLM is named in 5% of job postings at CloudThat, followed by Claude (3%), LoRA (3%), PEFT (3%).

LLM 3 5% required in 100% · 3 open now · since Feb 2026
Claude 2 3% required in 100% · 2 open now · since Feb 2026
LoRA 2 3% required in 50% · 2 open now · since Jun 2026
PEFT 2 3% required in 50% · 2 open now · since Jun 2026
QLoRA 2 3% required in 50% · 2 open now · since Jun 2026
GPT-4 1 2% required in 100% · 1 open now · since Feb 2026
Gemini 1 2% required in 100% · 1 open now · since Jun 2026
Llama 1 2% required in 100% · 1 open now · since Jun 2026
Show all (10)
Midjourney1
Mistral1

Which engineering practices does CloudThat ask for?

CI/CD is named in 11% of job postings at CloudThat, followed by ETL/ELT (10%), IAM (10%), Machine Learning (6%).

CI/CD 7 11% required in 86% · 7 open now · since Feb 2026
ETL/ELT 6 10% required in 100% · 6 open now · since Jul 2026
IAM 6 10% required in 100% · 6 open now · since Feb 2026
Machine Learning 4 6% required in 75% · 4 open now · since Feb 2026
RAG 3 5% required in 100% · 3 open now · since Feb 2026
Fine-tuning 3 5% required in 67% · 3 open now · since Feb 2026
Multi-Agent Systems 3 5% required in 67% · 3 open now · since Feb 2026
AI Agents 2 3% required in 100% · 2 open now · since Jun 2026
Show all (33)
Embeddings2
Function Calling2
Post-training2
Tool Use2
A/B Testing1
Agentic Workflows1
Anomaly Detection1
Chain-of-Thought1
Context Engineering1
DNS1
Hallucination1
Incident Management1
LLMOps1
Prompt Engineering1
RLHF1
Reranking1
SLI/SLO/SLA1
TCP/IP1
VPN1
Computer Vision1
GraphRAG1
Knowledge Graph1
LLM Guardrails1
Multimodal AI1
NLP1

What does each CloudThat team work with?

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

Marketing

12 postings
AWS11
GCP10
Databricks9
Looker2

Solutions

9 postings
AWS8
Azure7
GCP5
Kubernetes2
Terraform2

Education

8 postings
GCP6
AWS5
Azure3
Python3
Linux2

HR

5 postings
AWS5
GCP5
Databricks4

Early Careers

5 postings
GCP5
AWS4
Databricks3
Azure2

Data Science

4 postings
AWS Lambda4
Amazon Redshift4
AWS3
Apache Kafka3
AWS Glue2
AWS Step Functions2

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How is the CloudThat 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
Amazon KinesisSep 2026
FlinkSep 2026
SparkSep 2026
Azure Data FactorySep 2026
BigQuerySep 2026
Google BigQuerySep 2026
HadoopSep 2026
AWS Step FunctionsSep 2026
Rising
ETL/ELT0% → 29%
Linux0% → 24%
Amazon Redshift0% → 24%
Python8% → 29%
Apache Kafka0% → 19%
Spark0% → 19%
AWS Glue0% → 19%
AWS Lambda8% → 24%
Falling
Databricks62% → 14%
Not named for 6 months
WordPressFeb 2026
PHPFeb 2026

How modern is the CloudThat stack?

Cutting-edge AI adopter 84/100

CloudThat scores 84 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: 10; legacy ones: 0.

How common is the CloudThat stack in its industry?

Share of the 2,046 companies in the same industries, whose stack Alion knows, that use each technology.

AWS39%
GCP25%
Databricks13%
Azure42%
Python43%
Kubernetes28%
AWS Lambda10%
Amazon Redshift6%
Linux25%
Amazon EKS8%

What sets CloudThat apart

AWS Step Functions3%
NumPy4%
Pandas4%

Questions about the CloudThat tech stack

What programming languages does CloudThat use?

The languages named in CloudThat job postings are Python (17%), SQL (6%), Java (5%), Node JS (3%), JavaScript (3%), as a share of the 63 postings of the last 12 months.

Does CloudThat use NumPy?

Yes. NumPy is named in 3 of 63 job postings (5%) and required in 3 of them.

What cloud and platforms does CloudThat use?

The cloud and platforms named in CloudThat job postings are AWS (56), GCP (47), Databricks (26) (postings in brackets).

What skills do you need for a Marketing job at CloudThat?

Marketing postings at CloudThat most often require AWS (11), GCP (10), Databricks (9), Looker (2), out of 12 postings in the last 12 months.

Is the CloudThat tech stack changing?

Yes. Amazon Kinesis, Flink, Spark, Azure Data Factory first appeared in CloudThat job postings in the last six months.

How modern is the CloudThat tech stack?

CloudThat scores 84 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: 10; legacy ones: 0.

How does Alion know the CloudThat tech stack?

Alion reads every job posting CloudThat publishes and tags the technologies each one names. The figures on this page count the 63 postings of the last 12 months and were updated on Oct 18, 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, "CloudThat tech stack: 149 technologies from 63 job postings", as of Oct 18, 2026. https://alion.io/company/cloudthat/technologies

Licence: CC BY-SA 4.0JSON