Zinkworks tech stack
Zinkworks builds mostly with Python, SQL, Java, JavaScript. Its stack also includes GCP, Kubernetes, Google BigQuery, Google Cloud Spanner. GCP is named in 20 of the 23 job postings Zinkworks published in the last 12 months (87%). Counted by Alion from the job postings of Zinkworks, updated Nov 13, 2026.
What programming languages does Zinkworks use?
Python is named in 61% of job postings at Zinkworks, followed by SQL (30%), Java (22%), JavaScript (13%).
What frameworks and libraries does Zinkworks use?
JUnit is named in 13% of job postings at Zinkworks, followed by Spring Boot (13%), Cucumber (9%), FastAPI (9%).
JUnit
3 13%
Spring Boot
3 13%
Cucumber
2 9%
FastAPI
2 9%
Flask
2 9%
React.js
2 9%
LangChain
2 9%
LangGraph
2 9%
Show all (20)
What databases does Zinkworks use?
Google BigQuery is named in 22% of job postings at Zinkworks, followed by Google Cloud Spanner (13%), Redis (13%), Neo4j (9%).
Google BigQuery
5 22%
Google Cloud Spanner
3 13%
Redis
3 13%
Neo4j
2 9%
Milvus
1 4%
Oracle
1 4%
Pinecone
1 4%
Weaviate
1 4%
Show all (9)
What cloud and platforms does Zinkworks use?
GCP is named in 87% of job postings at Zinkworks, followed by Kubernetes (48%), Vertex AI (30%), Azure (26%).
GCP
20 87%
Kubernetes
11 48%
Vertex AI
7 30%
Azure
6 26%
AWS
6 26%
OpenShift
5 22%
Google Cloud Run
5 22%
Apache Kafka
4 17%
Show all (27)
What developer tools does Zinkworks use?
Git is named in 26% of job postings at Zinkworks, followed by Docker (26%), Gradle (13%), Jenkins (13%).
Git
6 26%
Docker
6 26%
Gradle
3 13%
Jenkins
3 13%
Maven
3 13%
Rest API
3 13%
Copilot
3 13%
Google ADK
3 13%
Show all (24)
What AI and ML technologies does Zinkworks use?
LLM is named in 17% of job postings at Zinkworks, followed by Claude (13%), Gemini (13%).
Which engineering practices does Zinkworks ask for?
CI/CD is named in 70% of job postings at Zinkworks, followed by AI Agents (43%), RAG (30%), Machine Learning (22%).
CI/CD
16 70%
AI Agents
10 43%
RAG
7 30%
Platform Engineering
3 13%
Show all (28)
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
5 postingsBackend
4 postingsDevOps
4 postingsQA
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 85 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 5,547 companies in the same industries, whose stack Alion knows, that use each technology.
What sets Zinkworks apart
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 (61%), SQL (30%), Java (22%), JavaScript (13%), Bash (9%), as a share of the 23 postings of the last 12 months.
Does Zinkworks use JUnit?
Yes. JUnit is named in 3 of 23 job postings (13%) and required in 3 of them.
What cloud and platforms does Zinkworks use?
The cloud and platforms named in Zinkworks job postings are GCP (20), Kubernetes (11), Vertex AI (7) (postings in brackets).
What skills do you need for a AI/ML job at Zinkworks?
AI/ML postings at Zinkworks most often require GCP (5), Python (5), Vertex AI (3), Kubernetes (2), out of 5 postings in the last 12 months.
Is the Zinkworks tech stack changing?
Yes. Function Calling, LLM Evaluation, LLM Guardrails, Platform Engineering first appeared in Zinkworks job postings in the last six months.
How modern is the Zinkworks tech stack?
Zinkworks scores 85 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 23 postings of the last 12 months and were updated on Nov 13, 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: 117 technologies from 23 job postings", as of Nov 13, 2026. https://alion.io/company/zinkworks/technologies