Zinkworks tech stack
Zinkworks builds mostly with Python, SQL, Java, JavaScript. Its stack also includes GCP, Kubernetes, Google Cloud Spanner, Redis. GCP is named in 14 of the 15 job postings Zinkworks published in the last 12 months (93%). Counted by Alion from the job postings of Zinkworks, updated Sep 28, 2026.
What programming languages does Zinkworks use?
Python is named in 53% of job postings at Zinkworks, followed by SQL (27%), Java (20%), JavaScript (20%).
What frameworks and libraries does Zinkworks use?
JUnit is named in 13% of job postings at Zinkworks, followed by React.js (13%), Spring Boot (13%), Cucumber (7%).
JUnit
2 13%
React.js
2 13%
Spring Boot
2 13%
Cucumber
1 7%
FastAPI
1 7%
Flask
1 7%
LangChain
1 7%
LangGraph
1 7%
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What databases does Zinkworks use?
Google Cloud Spanner is named in 13% of job postings at Zinkworks, followed by Redis (13%), BigQuery (13%), Google BigQuery (13%).
Google Cloud Spanner
2 13%
Redis
2 13%
BigQuery
2 13%
Google BigQuery
2 13%
Milvus
1 7%
Neo4j
1 7%
Oracle
1 7%
Pinecone
1 7%
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What cloud and platforms does Zinkworks use?
GCP is named in 93% of job postings at Zinkworks, followed by Kubernetes (53%), Vertex AI (33%), Google Cloud Run (27%).
GCP
14 93%
Kubernetes
8 53%
Vertex AI
5 33%
Google Cloud Run
4 27%
Azure
4 27%
AWS
4 27%
OpenShift
3 20%
GitLab
3 20%
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What developer tools does Zinkworks use?
Docker is named in 27% of job postings at Zinkworks, followed by Git (20%), Copilot (20%), Gradle (13%).
Docker
4 27%
Git
3 20%
Copilot
3 20%
Gradle
2 13%
Jenkins
2 13%
Maven
2 13%
Google ADK
2 13%
Gatling
2 13%
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What AI and ML technologies does Zinkworks use?
Claude is named in 20% of job postings at Zinkworks, followed by Gemini (20%), LLM (13%).
Which engineering practices does Zinkworks ask for?
CI/CD is named in 60% of job postings at Zinkworks, followed by AI Agents (53%), RAG (33%), Machine Learning (27%).
CI/CD
9 60%
AI Agents
8 53%
RAG
5 33%
Configuration Management
2 13%
Platform Engineering
2 13%
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What does each Zinkworks team work with?
The technologies each team's postings require most often, with the number of postings that require them.
AI/ML
4 postingsBackend
3 postingsHow does your stack fit Zinkworks?
How is the Zinkworks 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.
How modern is the Zinkworks stack?
Zinkworks scores 86 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: 3; legacy ones: 0.
How common is the Zinkworks stack in its industry?
Share of the 1,023 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Zinkworks
Questions about the Zinkworks tech stack
What programming languages does Zinkworks use?
The languages named in Zinkworks job postings are Python (53%), SQL (27%), Java (20%), JavaScript (20%), Bash (7%), as a share of the 15 postings of the last 12 months.
Does Zinkworks use JUnit?
Yes. JUnit is named in 2 of 15 job postings (13%) and required in 2 of them.
What cloud and platforms does Zinkworks use?
The cloud and platforms named in Zinkworks job postings are GCP (14), Kubernetes (8), Vertex AI (5) (postings in brackets).
What skills do you need for a AI/ML job at Zinkworks?
AI/ML postings at Zinkworks most often require GCP (4), Python (4), Kubernetes (2), Vertex AI (2), out of 4 postings in the last 12 months.
Is the Zinkworks tech stack changing?
Yes. Knowledge Graph, Platform Engineering, Anthropic, OpenAI first appeared in Zinkworks job postings in the last six months.
How modern is the Zinkworks tech stack?
Zinkworks scores 86 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: 3; legacy ones: 0.
How does Alion know the Zinkworks tech stack?
Alion reads every job posting Zinkworks publishes and tags the technologies each one names. The figures on this page count the 15 postings of the last 12 months and were updated on Sep 28, 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, "Zinkworks tech stack: 100 technologies from 15 job postings", as of Sep 28, 2026. https://alion.io/company/zinkworks/technologies