| stack-profile:kradle-platform | role:platform-engineer | Role |
| stack-profile:kradle-platform | role:site-reliability-engineer | Role |
| stack-profile:kradle-platform | role:devops-engineer | Role |
| stack-profile:kradle-platform | role:backend-engineer | Role |
| stack-profile:data-lakehouse | role:data-engineer | Role |
| stack-profile:data-lakehouse | role:analytics-engineer | Role |
| stack-profile:data-lakehouse | role:data-scientist | Role |
| stack-profile:stream-processing | role:data-engineer | Role |
| stack-profile:stream-processing | role:backend-engineer | Role |
| stack-profile:stream-processing | role:platform-engineer | Role |
| stack-profile:feature-store-mlops | role:ml-ops-engineer | Role |
| stack-profile:feature-store-mlops | role:ml-engineer | Role |
| stack-profile:feature-store-mlops | role:data-engineer | Role |
| stack-profile:llm-fine-tuning | role:ml-engineer | Role |
| stack-profile:llm-fine-tuning | role:research-engineer | Role |
| stack-profile:llm-fine-tuning | role:data-scientist | Role |
| stack-profile:multi-agent-orchestration | role:ml-engineer | Role |
| stack-profile:multi-agent-orchestration | role:backend-engineer | Role |
| stack-profile:multi-agent-orchestration | role:research-engineer | Role |
| stack-profile:agentic-rag | role:ml-engineer | Role |
| stack-profile:agentic-rag | role:backend-engineer | Role |
| stack-profile:agentic-rag | role:fullstack-engineer | Role |
| stack-profile:coding-agent-platform | role:platform-engineer | Role |
| stack-profile:coding-agent-platform | role:devops-engineer | Role |
| stack-profile:coding-agent-platform | role:software-engineer | Role |
| stack-profile:voice-ai-agent | role:ml-engineer | Role |
| stack-profile:voice-ai-agent | role:fullstack-engineer | Role |
| stack-profile:voice-ai-agent | role:frontend-engineer | Role |
| stack-profile:edge-ai-iot | role:embedded-engineer | Role |
| stack-profile:edge-ai-iot | role:ml-engineer | Role |
| stack-profile:edge-ai-iot | role:data-engineer | Role |
| stack-profile:kubernetes-platform-engineering | role:platform-engineer | Role |
| stack-profile:kubernetes-platform-engineering | role:devops-engineer | Role |
| stack-profile:kubernetes-platform-engineering | role:sre | Role |
| stack-profile:observability-stack | role:observability-engineer | Role |
| stack-profile:observability-stack | role:sre | Role |
| stack-profile:observability-stack | role:platform-engineer | Role |
| stack-profile:security-operations | role:security-engineer | Role |
| stack-profile:security-operations | role:devops-engineer | Role |
| stack-profile:security-operations | role:platform-engineer | Role |
| stack-profile:ecommerce-nextjs | role:fullstack-engineer | Role |
| stack-profile:ecommerce-nextjs | role:frontend-engineer | Role |
| stack-profile:ecommerce-nextjs | role:backend-engineer | Role |
| stack-profile:developer-portal | role:platform-engineer | Role |
| stack-profile:developer-portal | role:developer-advocate | Role |
| stack-profile:developer-portal | role:engineering-manager | Role |
| stack-profile:monorepo-fullstack | role:fullstack-engineer | Role |
| stack-profile:monorepo-fullstack | role:tech-lead | Role |
| stack-profile:monorepo-fullstack | role:frontend-engineer | Role |
| stack-profile:content-management-platform | role:fullstack-engineer | Role |
| stack-profile:content-management-platform | role:frontend-engineer | Role |
| stack-profile:content-management-platform | role:content-strategist | Role |
| stack-profile:real-time-collaboration | role:fullstack-engineer | Role |
| stack-profile:real-time-collaboration | role:frontend-engineer | Role |
| stack-profile:real-time-collaboration | role:backend-engineer | Role |
| stack-profile:video-streaming-platform | role:media-engineer | Role |
| stack-profile:video-streaming-platform | role:backend-engineer | Role |
| stack-profile:video-streaming-platform | role:fullstack-engineer | Role |
| stack-profile:search-discovery | role:backend-engineer | Role |
| stack-profile:search-discovery | role:data-engineer | Role |
| stack-profile:search-discovery | role:fullstack-engineer | Role |
| stack-profile:api-gateway-microservices | role:platform-engineer | Role |
| stack-profile:api-gateway-microservices | role:backend-engineer | Role |
| stack-profile:api-gateway-microservices | role:architect | Role |
| stack-profile:blockchain-dapp | role:blockchain-engineer | Role |
| stack-profile:blockchain-dapp | role:fullstack-engineer | Role |
| stack-profile:blockchain-dapp | role:security-engineer | Role |
| stack-profile:cicd-platform | role:devops-engineer | Role |
| stack-profile:cicd-platform | role:platform-engineer | Role |
| stack-profile:cicd-platform | role:sre | Role |
| stack-profile:document-processing-pipeline | role:data-engineer | Role |
| stack-profile:document-processing-pipeline | role:backend-engineer | Role |
| stack-profile:document-processing-pipeline | role:ml-engineer | Role |
| stack-profile:geospatial-analytics | role:data-scientist | Role |
| stack-profile:geospatial-analytics | role:data-engineer | Role |
| stack-profile:geospatial-analytics | role:fullstack-engineer | Role |
| stack-profile:healthcare-hipaa-compliant | role:backend-engineer | Role |
| stack-profile:healthcare-hipaa-compliant | role:security-engineer | Role |
| stack-profile:healthcare-hipaa-compliant | role:compliance-engineer | Role |
| stack-profile:game-backend | role:game-developer | Role |
| stack-profile:game-backend | role:backend-engineer | Role |
| stack-profile:game-backend | role:platform-engineer | Role |
| stack-profile:desktop-application | role:desktop-developer | Role |
| stack-profile:desktop-application | role:frontend-engineer | Role |
| stack-profile:desktop-application | role:fullstack-engineer | Role |
| stack-profile:cli-tool-suite | role:software-engineer | Role |
| stack-profile:cli-tool-suite | role:devops-engineer | Role |
| stack-profile:cli-tool-suite | role:developer-advocate | Role |
| stack-profile:batch-processing | role:data-engineer | Role |
| stack-profile:batch-processing | role:analytics-engineer | Role |
| stack-profile:batch-processing | role:data-scientist | Role |
| stack-profile:graphql-api-platform | role:fullstack-engineer | Role |
| stack-profile:graphql-api-platform | role:backend-engineer | Role |
| stack-profile:graphql-api-platform | role:frontend-engineer | Role |
| stack-profile:saas-starter | role:fullstack-engineer | Role |
| stack-profile:saas-starter | role:frontend-engineer | Role |
| stack-profile:saas-starter | role:product-manager | Role |
| stack-profile:internal-dashboard | role:fullstack-engineer | Role |
| stack-profile:internal-dashboard | role:data-analyst | Role |
| stack-profile:internal-dashboard | role:backend-engineer | Role |