Kaleidoscope Innovation tech stack

Kaleidoscope Innovation builds mostly with Python, SQL, Java, TypeScript. Its stack also includes AWS, Kubernetes, PostgreSQL, React.js. AWS is named in 19 of the 61 job postings Kaleidoscope Innovation published in the last 12 months (31%). Counted by Alion from the job postings of Kaleidoscope Innovation, updated Oct 18, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 18, 2026
Technologies in use
215
Postings analysed
61
Open now
60
Modernity
82 /100
New in 6 months
8

What programming languages does Kaleidoscope Innovation use?

Python is named in 30% of job postings at Kaleidoscope Innovation, followed by SQL (25%), Java (15%), TypeScript (15%).

Python 18 30% required in 94% · 18 open now · since Sep 2025
SQL 15 25% required in 93% · 14 open now · since Sep 2025
Java 9 15% required in 67% · 9 open now · since Feb 2026
TypeScript 9 15% required in 67% · 9 open now · since Feb 2026
JavaScript 8 13% required in 50% · 8 open now · since Feb 2026
C++ 4 7% required in 100% · 4 open now · since Jul 2026
Node JS 3 5% required in 100% · 3 open now · since Mar 2026
Kotlin 3 5% required in 67% · 3 open now · since May 2026
Show all (20)
ABAP2
MATLAB2
C#2
COBOL2
GLSL1
HLSL1
Objective-C1
Perl1
Visual Basic1
WGSL1
Apex1
Swift1

What frameworks and libraries does Kaleidoscope Innovation use?

React.js is named in 11% of job postings at Kaleidoscope Innovation, followed by Angular (10%), Spring Boot (8%), FastAPI (5%).

React.js 7 11% required in 71% · 7 open now · since Feb 2026
Angular 6 10% required in 67% · 6 open now · since Feb 2026
Spring Boot 5 8% required in 100% · 5 open now · since Feb 2026
FastAPI 3 5% required in 100% · 3 open now · since Mar 2026
Hibernate 3 5% required in 100% · 3 open now · since Feb 2026
LangChain 3 5% required in 100% · 3 open now · since Apr 2026
LangGraph 3 5% required in 100% · 3 open now · since Apr 2026
Next.js 3 5% required in 67% · 3 open now · since Jul 2026
Show all (34)
AutoGen2
CrewAI2
Flask2
LlamaIndex2
Spring Framework2
Spring MVC2
pgvector2
Playwright2
TensorRT-LLM2
Triton2
Apollo Client1
Cohere SDK1
Evidently AI1
FAISS1
OpenTelemetry1
Ray Serve1
Redux Toolkit1
Rest-Assured1
SwiftUI1
Transformers1
UIKit1
Cypress1
Jest1
Qt1
Ray1
Redux1

What databases does Kaleidoscope Innovation use?

PostgreSQL is named in 13% of job postings at Kaleidoscope Innovation, followed by MySQL (7%), Snowflake (7%), BigQuery (5%).

PostgreSQL 8 13% required in 75% · 8 open now · since Feb 2026
MySQL 4 7% required in 100% · 4 open now · since Feb 2026
Snowflake 4 7% required in 75% · 4 open now · since Jul 2026
BigQuery 3 5% required in 100% · 2 open now · since Jul 2026
DynamoDB 3 5% required in 100% · 3 open now · since May 2026
Google BigQuery 3 5% required in 100% · 2 open now · since Jul 2026
Milvus 3 5% required in 100% · 3 open now · since Apr 2026
Pinecone 3 5% required in 100% · 3 open now · since Apr 2026
Show all (21)
Weaviate3
Chroma2
OpenSearch2
Oracle2
Teradata2
ElasticSearch2
Redis2
Amazon DocumentDB1
Amazon Neptune1
Amazon Redshift1
Azure Cosmos DB1
MongoDB1
Neo4j1

What cloud and platforms does Kaleidoscope Innovation use?

AWS is named in 31% of job postings at Kaleidoscope Innovation, followed by Kubernetes (15%), Azure (15%), GCP (11%).

AWS 19 31% required in 79% · 19 open now · since Feb 2026
Kubernetes 9 15% required in 78% · 9 open now · since Feb 2026
Azure 9 15% required in 56% · 9 open now · since Sep 2025
GCP 7 11% required in 71% · 6 open now · since Feb 2026
Apache Kafka 7 11% required in 57% · 7 open now · since Feb 2026
AWS Lambda 6 10% required in 83% · 6 open now · since Mar 2026
API Gateway 4 7% required in 100% · 4 open now · since Jul 2026
Power BI 4 7% required in 100% · 4 open now · since May 2026
Show all (54)
GitHub Actions4
Linux4
OpenAI4
Amazon CloudWatch3
Amazon S33
Splunk3
Grafana3
Postman3
Amazon EC22
Amazon EKS2
Anthropic2
Datadog2
GitHub2
GitLab2
Honeycomb2
OpenShift2
RabbitMQ2
Tableau2
Vertex AI2
AWS Bedrock2
Databricks2
Hugging Face2
Okta2
RTOS2
Spark2
vLLM2
AWS Step Functions1
ActiveMQ1
Amazon Kinesis1
Amazon SageMaker1
Arize Phoenix1
Azure AKS1

And 14 more, each named in fewer postings.

What developer tools does Kaleidoscope Innovation use?

Rest API is named in 21% of job postings at Kaleidoscope Innovation, followed by Git (18%), Docker (15%), SolidWorks (11%).

Rest API 13 21% required in 92% · 13 open now · since Sep 2025
Git 11 18% required in 91% · 11 open now · since Sep 2025
Docker 9 15% required in 78% · 9 open now · since Feb 2026
SolidWorks 7 11% required in 100% · 7 open now · since Aug 2026
Terraform 7 11% required in 86% · 7 open now · since May 2026
Jenkins 5 8% required in 80% · 5 open now · since Feb 2026
GraphQL 4 7% required in 100% · 4 open now · since Mar 2026
Microsoft Excel 3 5% required in 100% · 3 open now · since May 2026
Show all (36)
Semantic Kernel3
AutoCAD2
CloudFormation2
Copilot2
DataStage2
IBM MQ2
Kong2
Prometheus2
Model Context Protocol2
TensorRT2
AWS CDK1
Ansible1
CircleCI1
Cursor1
Gradle1
Helm1
Maven1
Simulink1
Triton Inference Server1
WebGPU1
dbt1
llama.cpp1
pySpark1
A2A1
Apache Tomcat1
ArgoCD1
Cadence Allegro1
Swagger1

What AI and ML technologies does Kaleidoscope Innovation use?

LLM is named in 10% of job postings at Kaleidoscope Innovation, followed by Claude (3%), Gemini (3%), Llama (3%).

LLM 6 10% required in 100% · 6 open now · since Apr 2026
Claude 2 3% required in 50% · 2 open now · since Jul 2026
Gemini 2 3% required in 50% · 2 open now · since Jul 2026
Llama 2 3% required in 50% · 2 open now · since Jul 2026
DeepSeek 1 2% required in 100% · 1 open now · since Jul 2026
Falcon 1 2% required in 100% · 1 open now · since Jul 2026
Mistral 1 2% required in 100% · 1 open now · since Jul 2026
Mixtral 1 2% required in 100% · 1 open now · since Jul 2026
Show all (11)
LoRA1
PEFT1
QLoRA1

Which engineering practices does Kaleidoscope Innovation ask for?

CI/CD is named in 31% of job postings at Kaleidoscope Innovation, followed by SOAP (11%), ETL/ELT (10%), Prompt Engineering (10%).

CI/CD 19 31% required in 84% · 19 open now · since Feb 2026
SOAP 7 11% required in 100% · 7 open now · since Jun 2026
ETL/ELT 6 10% required in 100% · 5 open now · since Aug 2026
Prompt Engineering 6 10% required in 100% · 6 open now · since May 2026
AI Agents 5 8% required in 100% · 5 open now · since Apr 2026
LLM Guardrails 5 8% required in 100% · 5 open now · since Apr 2026
RAG 5 8% required in 100% · 5 open now · since Apr 2026
IAM 4 7% required in 100% · 4 open now · since May 2026
Show all (37)
Embeddings3
Function Calling3
Hallucination3
Human-in-the-Loop3
Multi-Agent Systems3
Tool Use3
Platform Engineering3
A/B Testing2
Data Vault2
GraphRAG2
LLMOps2
Fine-tuning2
Knowledge Graph2
Computer Vision2
Dimensional Modeling1
Hybrid Search1
Incident Management1
Material Design1
Red Teaming1
Reranking1
Shift-Left1
Speech Recognition1
State Management1
Structured Outputs1
Wi-Fi1
GitOps1
OCR1
RLAIF1
RLHF1

What other technologies does Kaleidoscope Innovation use?

CDS Views is named in 2% of job postings at Kaleidoscope Innovation, followed by StateFlow (2%).

CDS Views 1 2% required in 100% · 1 open now · since Aug 2026
StateFlow 1 2% required in 100% · 1 open now · since Jul 2026

What does each Kaleidoscope Innovation team work with?

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

Industrial Engineering

12 postings
Power BI3
Python3
SolidWorks3
Honeycomb2
Microsoft Excel2

Backend

10 postings
Git5
MySQL4
PostgreSQL4
Python4
SQL4
Spring Boot4

Data Science

7 postings
SQL5
AWS2
AWS Lambda2
Amazon S32
BigQuery2
DataStage2

Solutions

7 postings
Rest API7
SolidWorks3
API Gateway2
AutoCAD2
Kong2
PostgreSQL2

AI/ML

5 postings
Python5
AWS4
LLM4
Azure3
GCP3
Kubernetes3

Mobile

3 postings
AWS2
DynamoDB2
Java2
Kotlin2

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How much does Kaleidoscope Innovation pay by technology?

Median stated pay of the postings that name each technology, against the median of all Kaleidoscope Innovation postings with stated pay: $140k across 32 postings.

TechnologyPostings with payMedianvs company median
Python9$145k+4%
SQL8$125k−11%
AWS8$118k−16%

How is the Kaleidoscope Innovation 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
Data VaultSep 2026
DataStageSep 2026
AutoCADSep 2026
HoneycombSep 2026
TableauSep 2026
KongSep 2026
OktaSep 2026
ETL/ELTAug 2026
Rising
SolidWorks0% → 18%
ETL/ELT0% → 16%
SQL11% → 24%
Rest API16% → 24%
API Gateway5% → 8%
C++5% → 8%
Snowflake5% → 8%
Falling
Kubernetes26% → 5%
AWS42% → 24%
AI Agents21% → 3%
LLM Guardrails21% → 3%
CI/CD37% → 21%
Java21% → 5%
LLM21% → 5%
Prompt Engineering21% → 5%

How modern is the Kaleidoscope Innovation stack?

Cutting-edge AI adopter 82/100

Kaleidoscope Innovation scores 82 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: 11; legacy ones: 1.

How common is the Kaleidoscope Innovation stack in its industry?

Share of the 6,770 companies in the same industries, whose stack Alion knows, that use each technology.

AWS31%
Python41%
SQL39%
Azure28%
Java25%
Kubernetes26%
TypeScript32%
JavaScript42%
PostgreSQL28%
Apache Kafka15%

What sets Kaleidoscope Innovation apart

API Gateway4%
DynamoDB4%
Milvus1%
Pinecone3%
Splunk4%
Weaviate2%

Questions about the Kaleidoscope Innovation tech stack

What programming languages does Kaleidoscope Innovation use?

The languages named in Kaleidoscope Innovation job postings are Python (30%), SQL (25%), Java (15%), TypeScript (15%), JavaScript (13%), as a share of the 61 postings of the last 12 months.

Does Kaleidoscope Innovation use React.js?

Yes. React.js is named in 7 of 61 job postings (11%) and required in 5 of them.

What cloud and platforms does Kaleidoscope Innovation use?

The cloud and platforms named in Kaleidoscope Innovation job postings are AWS (19), Kubernetes (9), Azure (9) (postings in brackets).

What skills do you need for a Industrial Engineering job at Kaleidoscope Innovation?

Industrial Engineering postings at Kaleidoscope Innovation most often require Power BI (3), Python (3), SolidWorks (3), Honeycomb (2), out of 12 postings in the last 12 months.

Is the Kaleidoscope Innovation tech stack changing?

Yes. Data Vault, DataStage, AutoCAD, Honeycomb first appeared in Kaleidoscope Innovation job postings in the last six months.

How modern is the Kaleidoscope Innovation tech stack?

Kaleidoscope Innovation scores 82 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: 11; legacy ones: 1.

How does Alion know the Kaleidoscope Innovation tech stack?

Alion reads every job posting Kaleidoscope Innovation publishes and tags the technologies each one names. The figures on this page count the 61 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, "Kaleidoscope Innovation tech stack: 215 technologies from 61 job postings", as of Oct 18, 2026. https://alion.io/company/kaleidoscope-innovation/technologies

Licence: CC BY-SA 4.0JSON