II.
Role JSON
Structured · liverole:research-analyst
Research Analyst json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "role:research-analyst",
"_kind": "Role",
"_file": "role/roles/finance-trading-roles.yaml",
"_cluster": "role",
"attributes": {
"displayName": "Research Analyst",
"isAgentic": false,
"seniority": "mid",
"requiredCapabilities": [],
"requiredDomains": [
"domain:capital-markets"
],
"description": "Conducts fundamental and quantitative research — market analysis,\nsector deep-dives, alternative data analysis, and investment theses.\n"
},
"outgoingEdges": [
{
"from": "role:research-analyst",
"to": "skill-area:python-data-pipelines",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:research-analyst",
"to": "skill-area:ml-fine-tuning",
"kind": "requires_expertise",
"attributes": {}
},
{
"from": "role:research-analyst",
"to": "responsibility:research-publication",
"kind": "holds_responsibility",
"attributes": {}
}
],
"incomingEdges": [
{
"from": "lib-agent:business-strategy--macro-economist",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:travel--open-data-scout",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-agent:arts-culture--curator-agent",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:humanities--archival-research-specialist",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:humanities--cultural-heritage-specialist",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:humanities--grants-publications-advisor",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:humanities--historical-narrator",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:humanities--literary-critic-theorist",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:philosophy--academic-philosophy-writer-agent",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:philosophy--comparative-religion-scholar-agent",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:philosophy--critical-thinking-educator-agent",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-agent:philosophy--hermeneutics-specialist-agent",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:philosophy--metaphysics-epistemology-agent",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:philosophy--philosophical-theologian-agent",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-agent:social-sciences--policy-research-analyst",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:arts-culture--genre-analysis-film",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:arts-culture--genre-analysis",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:arts-culture--curatorial-research",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:humanities--citation-scholarly-apparatus",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:humanities--critical-theory-application",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:humanities--grant-narrative-writing",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:humanities--literary-close-reading",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:humanities--primary-source-evaluation",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:philosophy--argument-mapping-reconstruction",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:philosophy--comparative-religion-analysis",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:philosophy--conceptual-analysis",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:philosophy--ethical-framework-application",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:philosophy--evidence-justification-assessment",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:philosophy--fallacy-detection-analysis",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:philosophy--hermeneutical-interpretation",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:philosophy--philosophical-writing-argumentation",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:philosophy--scholarly-literature-synthesis",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:philosophy--theological-synthesis",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:philosophy--thought-experiment-design",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-skill:social-sciences--academic-writing-publication",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-skill:social-sciences--systematic-review",
"to": "role:research-analyst",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "org-unit:quant-research",
"to": "role:research-analyst",
"kind": "has_member",
"attributes": {}
},
{
"from": "responsibility:research-publication",
"to": "role:research-analyst",
"kind": "held_by",
"attributes": {}
},
{
"from": "workflow:algo-strategy-backtesting",
"to": "role:research-analyst",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:momentum-signal-research",
"to": "role:research-analyst",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:pre-market-preparation-routine",
"to": "role:research-analyst",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:investment-thesis-review",
"to": "role:research-analyst",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:asset-allocation-strategy-review",
"to": "role:research-analyst",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:alpha-factor-research-cycle",
"to": "role:research-analyst",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:alternative-data-evaluation",
"to": "role:research-analyst",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:quant-model-peer-review",
"to": "role:research-analyst",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:research-notebook-reproducibility",
"to": "role:research-analyst",
"kind": "involves_role",
"attributes": {}
}
]
}