{"company":{"id":694430,"name":"Zinkworks","domain":"zinkworks.com","url":"https://alion.io/company/zinkworks"},"answer":"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 29, 2026.","window_days":365,"postings_analysed":15,"open_postings":14,"technologies_in_use":100,"modernity_score":86,"ai_adoption":true,"technologies":[{"name":"GCP","layer":"cloud","postings":14,"share":0.9333,"required":11,"open_postings":13,"first_seen":"2025-12-11","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"CI/CD","layer":"practices","postings":9,"share":0.6,"required":8,"open_postings":8,"first_seen":"2026-01-07","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Python","layer":"languages","postings":8,"share":0.5333,"required":8,"open_postings":7,"first_seen":"2026-01-07","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"AI Agents","layer":"practices","postings":8,"share":0.5333,"required":6,"open_postings":7,"first_seen":"2025-12-11","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Kubernetes","layer":"cloud","postings":8,"share":0.5333,"required":6,"open_postings":7,"first_seen":"2025-12-11","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"RAG","layer":"practices","postings":5,"share":0.3333,"required":4,"open_postings":4,"first_seen":"2025-12-11","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Vertex AI","layer":"cloud","postings":5,"share":0.3333,"required":2,"open_postings":4,"first_seen":"2026-01-07","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Machine Learning","layer":"practices","postings":4,"share":0.2667,"required":4,"open_postings":4,"first_seen":"2025-12-15","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"SQL","layer":"languages","postings":4,"share":0.2667,"required":4,"open_postings":4,"first_seen":"2026-06-04","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Google Cloud Run","layer":"cloud","postings":4,"share":0.2667,"required":3,"open_postings":4,"first_seen":"2025-12-11","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Azure","layer":"cloud","postings":4,"share":0.2667,"required":2,"open_postings":4,"first_seen":"2025-12-11","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Docker","layer":"tools","postings":4,"share":0.2667,"required":2,"open_postings":4,"first_seen":"2026-06-04","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"AWS","layer":"cloud","postings":4,"share":0.2667,"required":1,"open_postings":4,"first_seen":"2025-12-11","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Digital Twin","layer":"practices","postings":3,"share":0.2,"required":3,"open_postings":2,"first_seen":"2026-06-18","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Git","layer":"tools","postings":3,"share":0.2,"required":3,"open_postings":3,"first_seen":"2026-06-12","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"OpenShift","layer":"cloud","postings":3,"share":0.2,"required":3,"open_postings":3,"first_seen":"2026-06-12","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"GitLab","layer":"cloud","postings":3,"share":0.2,"required":2,"open_postings":3,"first_seen":"2026-06-12","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Java","layer":"languages","postings":3,"share":0.2,"required":2,"open_postings":3,"first_seen":"2026-06-04","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"JavaScript","layer":"languages","postings":3,"share":0.2,"required":2,"open_postings":3,"first_seen":"2026-01-07","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Claude","layer":"ai","postings":3,"share":0.2,"required":1,"open_postings":2,"first_seen":"2026-07-30","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Copilot","layer":"tools","postings":3,"share":0.2,"required":1,"open_postings":2,"first_seen":"2026-07-30","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Gemini","layer":"ai","postings":3,"share":0.2,"required":1,"open_postings":2,"first_seen":"2026-06-04","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Apache Kafka","layer":"cloud","postings":2,"share":0.1333,"required":2,"open_postings":2,"first_seen":"2026-06-12","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"Configuration Management","layer":"practices","postings":2,"share":0.1333,"required":2,"open_postings":2,"first_seen":"2026-08-25","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"Google Cloud Spanner","layer":"data","postings":2,"share":0.1333,"required":2,"open_postings":2,"first_seen":"2026-06-04","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Gradle","layer":"tools","postings":2,"share":0.1333,"required":2,"open_postings":2,"first_seen":"2026-06-12","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"JUnit","layer":"frameworks","postings":2,"share":0.1333,"required":2,"open_postings":2,"first_seen":"2026-06-04","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"Jenkins","layer":"tools","postings":2,"share":0.1333,"required":2,"open_postings":2,"first_seen":"2026-06-12","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"Knowledge Graph","layer":"practices","postings":2,"share":0.1333,"required":2,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Linux","layer":"cloud","postings":2,"share":0.1333,"required":2,"open_postings":2,"first_seen":"2026-06-30","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Maven","layer":"tools","postings":2,"share":0.1333,"required":2,"open_postings":2,"first_seen":"2026-06-12","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"Platform Engineering","layer":"practices","postings":2,"share":0.1333,"required":2,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"React.js","layer":"frameworks","postings":2,"share":0.1333,"required":2,"open_postings":2,"first_seen":"2026-01-07","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Redis","layer":"data","postings":2,"share":0.1333,"required":2,"open_postings":2,"first_seen":"2026-06-12","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"Spring Boot","layer":"frameworks","postings":2,"share":0.1333,"required":2,"open_postings":2,"first_seen":"2026-06-04","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"BigQuery","layer":"data","postings":2,"share":0.1333,"required":1,"open_postings":2,"first_seen":"2026-07-30","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Google ADK","layer":"tools","postings":2,"share":0.1333,"required":1,"open_postings":2,"first_seen":"2026-06-04","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Google BigQuery","layer":"data","postings":2,"share":0.1333,"required":1,"open_postings":2,"first_seen":"2026-07-30","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Google GKE","layer":"cloud","postings":2,"share":0.1333,"required":1,"open_postings":2,"first_seen":"2025-12-11","last_seen":"2026-09-09","median_stated_pay_usd":null},{"name":"AIOps","layer":"practices","postings":2,"share":0.1333,"required":0,"open_postings":2,"first_seen":"2025-12-15","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"Anthropic","layer":"cloud","postings":2,"share":0.1333,"required":0,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"Gatling","layer":"tools","postings":2,"share":0.1333,"required":0,"open_postings":2,"first_seen":"2026-06-12","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"JMeter","layer":"tools","postings":2,"share":0.1333,"required":0,"open_postings":2,"first_seen":"2026-06-12","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"LLM","layer":"ai","postings":2,"share":0.1333,"required":0,"open_postings":2,"first_seen":"2026-07-30","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"OpenAI","layer":"cloud","postings":2,"share":0.1333,"required":0,"open_postings":1,"first_seen":"2026-09-10","last_seen":"2026-09-10","median_stated_pay_usd":null},{"name":"AWS Glue","layer":"tools","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"AWS Lambda","layer":"cloud","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"ActiveMQ","layer":"cloud","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-06-12","last_seen":"2026-06-12","median_stated_pay_usd":null},{"name":"Agentic Workflows","layer":"practices","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-01-07","last_seen":"2026-01-07","median_stated_pay_usd":null},{"name":"Airflow","layer":"cloud","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Ansible","layer":"tools","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"ArgoCD","layer":"tools","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Azure Data Factory","layer":"tools","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Bash","layer":"languages","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Cucumber","layer":"frameworks","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"Cursor","layer":"tools","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-07-30","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Databricks","layer":"cloud","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Dimensional Modeling","layer":"practices","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Docker Compose","layer":"tools","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-06-04","last_seen":"2026-06-04","median_stated_pay_usd":null},{"name":"ETL/ELT","layer":"practices","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Embeddings","layer":"practices","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-01-07","last_seen":"2026-01-07","median_stated_pay_usd":null},{"name":"FastAPI","layer":"frameworks","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-01-07","last_seen":"2026-01-07","median_stated_pay_usd":null},{"name":"Flask","layer":"frameworks","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-01-07","last_seen":"2026-01-07","median_stated_pay_usd":null},{"name":"GitHub Actions","layer":"cloud","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-06-04","last_seen":"2026-06-04","median_stated_pay_usd":null},{"name":"GitLab CI","layer":"cloud","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"GitOps","layer":"practices","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Helm","layer":"tools","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-06-12","last_seen":"2026-06-12","median_stated_pay_usd":null},{"name":"Human-in-the-Loop","layer":"practices","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-07-30","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"IAM","layer":"practices","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2025-12-11","last_seen":"2025-12-11","median_stated_pay_usd":null},{"name":"Istio","layer":"cloud","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Keycloak","layer":"tools","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"LLM Guardrails","layer":"practices","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-07-30","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"LangChain","layer":"frameworks","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-01-07","last_seen":"2026-01-07","median_stated_pay_usd":null},{"name":"LangGraph","layer":"frameworks","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-01-07","last_seen":"2026-01-07","median_stated_pay_usd":null},{"name":"LlamaIndex","layer":"frameworks","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-01-07","last_seen":"2026-01-07","median_stated_pay_usd":null},{"name":"Milvus","layer":"data","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-01-07","last_seen":"2026-01-07","median_stated_pay_usd":null},{"name":"Neo4j","layer":"data","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Next.js","layer":"frameworks","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-07-30","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Oracle","layer":"data","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-06-12","last_seen":"2026-06-12","median_stated_pay_usd":null},{"name":"Pinecone","layer":"data","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-01-07","last_seen":"2026-01-07","median_stated_pay_usd":null},{"name":"Pipeline as Code","layer":"practices","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Prompt Engineering","layer":"practices","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-01-07","last_seen":"2026-01-07","median_stated_pay_usd":null},{"name":"Reinforcement Learning","layer":"practices","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"Rest API","layer":"tools","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-01-07","last_seen":"2026-01-07","median_stated_pay_usd":null},{"name":"Service Mesh","layer":"practices","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Snyk","layer":"cloud","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"SonarQube","layer":"cloud","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Swagger","layer":"tools","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2025-12-11","last_seen":"2025-12-11","median_stated_pay_usd":null},{"name":"Time Series Forecasting","layer":"practices","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"TypeScript","layer":"languages","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-07-30","last_seen":"2026-07-30","median_stated_pay_usd":null},{"name":"Unix","layer":"cloud","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-06-30","last_seen":"2026-06-30","median_stated_pay_usd":null},{"name":"Vertex AI Agent Builder","layer":"cloud","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-01-07","last_seen":"2026-01-07","median_stated_pay_usd":null},{"name":"Weaviate","layer":"data","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-01-07","last_seen":"2026-01-07","median_stated_pay_usd":null},{"name":"dbt","layer":"tools","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"pgvector","layer":"frameworks","postings":1,"share":0.0667,"required":1,"open_postings":1,"first_seen":"2026-01-07","last_seen":"2026-01-07","median_stated_pay_usd":null},{"name":"Model Context Protocol","layer":"tools","postings":1,"share":0.0667,"required":0,"open_postings":1,"first_seen":"2026-08-25","last_seen":"2026-08-25","median_stated_pay_usd":null},{"name":"Multi-Agent Systems","layer":"practices","postings":1,"share":0.0667,"required":0,"open_postings":1,"first_seen":"2026-01-07","last_seen":"2026-01-07","median_stated_pay_usd":null},{"name":"PostgreSQL","layer":"data","postings":1,"share":0.0667,"required":0,"open_postings":1,"first_seen":"2026-01-07","last_seen":"2026-01-07","median_stated_pay_usd":null},{"name":"SLI/SLO/SLA","layer":"practices","postings":1,"share":0.0667,"required":0,"open_postings":1,"first_seen":"2026-07-31","last_seen":"2026-07-31","median_stated_pay_usd":null},{"name":"Terraform","layer":"tools","postings":1,"share":0.0667,"required":0,"open_postings":1,"first_seen":"2026-09-09","last_seen":"2026-09-09","median_stated_pay_usd":null}],"own_products":[],"changes":{"first_appeared":[{"name":"Knowledge Graph","first_seen":"2026-09-10"},{"name":"Platform Engineering","first_seen":"2026-09-10"},{"name":"Anthropic","first_seen":"2026-09-10"},{"name":"OpenAI","first_seen":"2026-09-10"},{"name":"Configuration Management","first_seen":"2026-08-25"},{"name":"Claude","first_seen":"2026-07-30"},{"name":"Copilot","first_seen":"2026-07-30"},{"name":"BigQuery","first_seen":"2026-07-30"}],"rising":[],"falling":[],"not_seen_180d":[]},"similar_stacks":[{"name":"Shyftlabs","url":"https://alion.io/company/shyftlabs/technologies","shared_technologies":70},{"name":"BlackLine","url":"https://alion.io/company/blackline-com/technologies","shared_technologies":68},{"name":"Temus","url":"https://alion.io/company/temus/technologies","shared_technologies":68},{"name":"Amazon.jobs","url":"https://alion.io/company/amazon-jobs/technologies","shared_technologies":67},{"name":"Impact Tech","url":"https://alion.io/company/impact-com/technologies","shared_technologies":70},{"name":"66degrees","url":"https://alion.io/company/66degrees/technologies","shared_technologies":75},{"name":"In4Ge","url":"https://alion.io/company/in4ge/technologies","shared_technologies":74},{"name":"Tiger Analytics","url":"https://alion.io/company/tigeranalytics/technologies","shared_technologies":79}],"html_url":"https://alion.io/company/zinkworks/technologies","json_url":"https://alion.io/company/zinkworks/technologies.json","license":"CC BY-SA 4.0","meta":{"source":"Alion","built_at":"2026-09-29T11:51:20Z","generated_at":"2026-09-29T21:51:39Z"}}