iiRecord
Agentic AI Atlas · HR / People Analytics Stack (Python, PostgreSQL, dbt, Metabase, FastAPI)
stack-profile:hr-people-analyticsa5c.ai
II.
StackProfile JSON

stack-profile:hr-people-analytics

Structured · live

HR / People Analytics Stack (Python, PostgreSQL, dbt, Metabase, FastAPI) json

Inspect the normalized record payload exactly as the atlas UI reads it.

File · domain/stack-profiles/deep-stacks-4.yamlCluster · domain
Record JSON
{
  "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": []
}