II.
StackProfile JSON
Structured · livestack-profile:hr-people-analytics
HR / People Analytics Stack (Python, PostgreSQL, dbt, Metabase, FastAPI) json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "stack-profile:hr-people-analytics",
"_kind": "StackProfile",
"_file": "domain/stack-profiles/deep-stacks-4.yaml",
"_cluster": "domain",
"attributes": {
"displayName": "HR / People Analytics Stack (Python, PostgreSQL, dbt, Metabase, FastAPI)",
"description": "A people analytics platform for HR teams that consolidates headcount,\nattrition, compensation, and engagement data from HRIS sources into\nPostgreSQL, transforms it with dbt models into analytics-ready datasets,\nand exposes interactive dashboards via Metabase. FastAPI provides a\nprogrammatic API for custom integrations with recruiting tools and\nperformance review systems. Pandas handles ad-hoc analysis notebooks.\nDesigned for People Analytics teams in companies with 500+ employees\nwho need self-serve workforce metrics without a full data warehouse.\nThe tradeoff is data sensitivity — PII-heavy HR data demands strict\naccess controls, row-level security, and audit logging that add\noperational overhead beyond a typical analytics stack.\n",
"composes": [
"language:python",
"framework:fastapi",
"library:sqlalchemy",
"library:pandas",
"library:pydantic",
"tool:docker"
]
},
"outgoingEdges": [
{
"from": "stack-profile:hr-people-analytics",
"to": "language:python",
"kind": "composed_of"
},
{
"from": "stack-profile:hr-people-analytics",
"to": "framework:fastapi",
"kind": "composed_of"
},
{
"from": "stack-profile:hr-people-analytics",
"to": "library:sqlalchemy",
"kind": "composed_of"
},
{
"from": "stack-profile:hr-people-analytics",
"to": "library:pandas",
"kind": "composed_of"
},
{
"from": "stack-profile:hr-people-analytics",
"to": "library:pydantic",
"kind": "composed_of"
},
{
"from": "stack-profile:hr-people-analytics",
"to": "tool:docker",
"kind": "composed_of"
},
{
"from": "stack-profile:hr-people-analytics",
"to": "language:sql",
"kind": "composed_of"
},
{
"from": "stack-profile:hr-people-analytics",
"to": "role:data-analyst",
"kind": "used_by_role"
},
{
"from": "stack-profile:hr-people-analytics",
"to": "role:people-analytics-specialist",
"kind": "used_by_role"
},
{
"from": "stack-profile:hr-people-analytics",
"to": "role:hr-manager",
"kind": "used_by_role"
},
{
"from": "stack-profile:hr-people-analytics",
"to": "workflow:dashboard-development-cycle",
"kind": "follows_workflow"
},
{
"from": "stack-profile:hr-people-analytics",
"to": "workflow:dbt-model-review",
"kind": "follows_workflow"
},
{
"from": "stack-profile:hr-people-analytics",
"to": "domain:human-resources",
"kind": "applies_to"
},
{
"from": "stack-profile:hr-people-analytics",
"to": "domain:business-intelligence",
"kind": "applies_to"
},
{
"from": "stack-profile:hr-people-analytics",
"to": "skill-area:dbt-modeling",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:hr-people-analytics",
"to": "skill-area:data-analytics",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:hr-people-analytics",
"to": "skill-area:statistical-analysis",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:hr-people-analytics",
"to": "skill-area:backend-api-design",
"kind": "requires_skill_area"
},
{
"from": "stack-profile:hr-people-analytics",
"to": "skill-area:data-governance",
"kind": "requires_skill_area"
}
],
"incomingEdges": []
}