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Agentic AI Atlas · Product Analyst
role:product-analysta5c.ai
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Role JSON

role:product-analyst

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Product Analyst json

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

File · domain/roles/roles-product-design.yamlCluster · domain
Record JSON
{
  "id": "role:product-analyst",
  "_kind": "Role",
  "_file": "domain/roles/roles-product-design.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Product Analyst",
    "isAgentic": false,
    "automatability": 0.5,
    "description": "Monitors and analyzes product usage data to surface insights that drive feature\ndecisions and roadmap prioritization. Builds dashboards, funnels, and cohort\nanalyses using BI tooling and SQL, and partners with product managers to define\nand track KPIs. Bridges the gap between raw telemetry and actionable product\nintelligence for leadership and cross-functional stakeholders.\n",
    "seniority": "mid"
  },
  "outgoingEdges": [
    {
      "from": "role:product-analyst",
      "to": "responsibility:metric-definition",
      "kind": "holds_responsibility"
    },
    {
      "from": "role:product-analyst",
      "to": "responsibility:data-quality",
      "kind": "holds_responsibility"
    },
    {
      "from": "role:product-analyst",
      "to": "responsibility:stakeholder-communication",
      "kind": "holds_responsibility"
    },
    {
      "from": "role:product-analyst",
      "to": "responsibility:documentation",
      "kind": "holds_responsibility"
    },
    {
      "from": "role:product-analyst",
      "to": "domain:data-science",
      "kind": "requires_skill",
      "attributes": {
        "level": "intermediate"
      }
    },
    {
      "from": "role:product-analyst",
      "to": "domain:databases",
      "kind": "requires_skill",
      "attributes": {
        "level": "intermediate"
      }
    },
    {
      "from": "role:product-analyst",
      "to": "specialization:data-engineering-analytics",
      "kind": "requires_skill",
      "attributes": {
        "level": "intermediate"
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "workflow:market-analysis",
      "to": "role:product-analyst",
      "kind": "involves_role"
    },
    {
      "from": "workflow:customer-journey-optimization",
      "to": "role:product-analyst",
      "kind": "involves_role"
    },
    {
      "from": "workflow:user-feedback-loop",
      "to": "role:product-analyst",
      "kind": "involves_role"
    },
    {
      "from": "lib-agent:product-management--customer-success-pm",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:product-management--data-pm",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:product-management--growth-pm",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:product-management--gtm-strategist",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:product-management--jtbd-specialist",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:product-management--market-analyst",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:product-management--prioritization-expert",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:product-management--product-strategist",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:product-management--requirements-analyst",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:product-management--stakeholder-manager",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:product-management--technical-pm",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:product-management--user-researcher",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-agent:ux-ui-design--ab-testing",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--beta-program",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--competitive-analysis",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--conversion-funnel-analysis",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--customer-advisory-board",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--feature-definition-prd",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--jtbd-analysis",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--metrics-dashboard",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--moscow-prioritization",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--prd-to-spec",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--product-council-review",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--product-launch-gtm",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--product-market-fit",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--product-vision-strategy",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--quarterly-roadmap",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--retention-cohort-analysis",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--rice-prioritization",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--stakeholder-alignment",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--task-to-prd",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:product-management--user-story-mapping",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:entrepreneurship--startup-metrics",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-skill:product-management--ab-test-design",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:product-management--competitive-intel",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:product-management--feature-flags",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:product-management--feedback-aggregation",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:product-management--gtm-strategy",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:product-management--okr-planning",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:product-management--persona-development",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:product-management--prd-generator",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:product-management--prd-to-spec",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:product-management--prioritization-calculator",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:product-management--product-analytics",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:product-management--roadmap-viz",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:product-management--stakeholder-comms",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:product-management--survey-design",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:product-management--task-to-prd",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:product-management--user-research-synthesis",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:product-management--user-story-generator",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:ux-ui-design--heatmap-analysis",
      "to": "role:product-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "responsibility:feature-adoption-tracking",
      "to": "role:product-analyst",
      "kind": "held_by",
      "attributes": {}
    }
  ]
}

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