Collectors Universe
Testing, Inspection & Certification · Collectibles & Trading Cards

Collectors Universe tech stack

Collectors Universe builds mostly with Python, Java, SQL, JavaScript. Its stack also includes AWS, API Gateway, DynamoDB, Google BigQuery. Python is named in 3 of the 3 job postings Collectors Universe published in the last 12 months (100%). Counted by Alion from the job postings of Collectors Universe, updated Nov 8, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 8, 2026
Technologies in use
34
Postings analysed
3
Modernity
81 /100

What programming languages does Collectors Universe use?

Python is named in 100% of job postings at Collectors Universe, followed by Java (33%), SQL (33%), JavaScript (33%).

Python 3 100% required in 100% · since Sep 2026
Java 1 33% required in 100% · since Oct 2026
SQL 1 33% required in 100% · since Oct 2026
JavaScript 1 33% optional · since Oct 2026

What frameworks and libraries does Collectors Universe use?

Spring Boot is named in 33% of job postings at Collectors Universe, followed by React.js (33%).

Spring Boot 1 33% required in 100% · since Oct 2026
React.js 1 33% optional · since Oct 2026

What databases does Collectors Universe use?

DynamoDB is named in 33% of job postings at Collectors Universe, followed by Google BigQuery (33%), PostgreSQL (33%).

DynamoDB 1 33% required in 100% · since Oct 2026
Google BigQuery 1 33% required in 100% · since Oct 2026
PostgreSQL 1 33% required in 100% · since Oct 2026

What cloud and platforms does Collectors Universe use?

AWS is named in 67% of job postings at Collectors Universe, followed by API Gateway (33%), GCP (33%), Kubernetes (33%).

AWS 2 67% required in 100% · since Oct 2026
API Gateway 1 33% required in 100% · since Oct 2026
GCP 1 33% required in 100% · since Oct 2026
Kubernetes 1 33% required in 100% · since Oct 2026
Apache Kafka 1 33% optional · since Oct 2026
Datadog 1 33% optional · since Oct 2026

What developer tools does Collectors Universe use?

Claude Code is named in 67% of job postings at Collectors Universe, followed by GraphQL (33%), Kong (33%), Model Context Protocol (33%).

Claude Code 2 67% required in 50% · since Oct 2026
GraphQL 1 33% required in 100% · since Oct 2026
Kong 1 33% required in 100% · since Oct 2026
Model Context Protocol 1 33% required in 100% · since Oct 2026
Rest API 1 33% required in 100% · since Oct 2026
dbt 1 33% required in 100% · since Oct 2026
gRPC 1 33% required in 100% · since Oct 2026
Copilot 1 33% optional · since Oct 2026
Show all (10)
Cursor1
Terraform1

What AI and ML technologies does Collectors Universe use?

LLM is named in 33% of job postings at Collectors Universe.

LLM 1 33% required in 100% · since Sep 2026

Which engineering practices does Collectors Universe ask for?

AI Agents is named in 100% of job postings at Collectors Universe, followed by LLM Guardrails (67%), CI/CD (33%), Computer Vision (33%).

AI Agents 3 100% required in 100% · since Sep 2026
LLM Guardrails 2 67% required in 100% · since Oct 2026
CI/CD 1 33% required in 100% · since Oct 2026
Computer Vision 1 33% required in 100% · since Sep 2026
ETL/ELT 1 33% required in 100% · since Oct 2026
Machine Learning 1 33% required in 100% · since Sep 2026
Multimodal AI 1 33% required in 100% · since Sep 2026
Human-in-the-Loop 1 33% optional · since Sep 2026

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How modern is the Collectors Universe stack?

Cutting-edge AI adopter 81/100

Collectors Universe scores 81 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 Collectors Universe stack in its industry?

Share of the 315 companies in the same industries, whose stack Alion knows, that use each technology.

Python37%
AWS25%
API Gateway3%
Apache Kafka7%
Datadog5%
DynamoDB3%
GCP13%
Google BigQuery2%
Java12%
JavaScript30%

Questions about the Collectors Universe tech stack

What programming languages does Collectors Universe use?

The languages named in Collectors Universe job postings are Python (100%), Java (33%), SQL (33%), JavaScript (33%), as a share of the 3 postings of the last 12 months.

Does Collectors Universe use AWS?

Yes. AWS is named in 2 of 3 job postings (67%) and required in 2 of them.

What cloud and platforms does Collectors Universe use?

The cloud and platforms named in Collectors Universe job postings are AWS (2), API Gateway (1), GCP (1) (postings in brackets).

Is the Collectors Universe tech stack changing?

No new technology has appeared in Collectors Universe job postings in the last six months.

How modern is the Collectors Universe tech stack?

Collectors Universe scores 81 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 Collectors Universe tech stack?

Alion reads every job posting Collectors Universe publishes and tags the technologies each one names. The figures on this page count the 3 postings of the last 12 months and were updated on Nov 8, 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, "Collectors Universe tech stack: 34 technologies from 3 job postings", as of Nov 8, 2026. https://alion.io/company/collectorsuniverse/technologies

Licence: CC BY-SA 4.0JSON