II.
Role JSON
Structured · liverole:product-analyst
Product Analyst json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"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": {}
}
]
}