Risk Analytics.Operational.Candidate
Source: reference/rubric-configs/risk-analytics.operational.candidate.json
{
"sub_function": "risk-analytics",
"sub_vertical": "operational",
"display_name": "Risk Analytics — Operational",
"version": "bootstrap-2026-06-11",
"generated_from": {
"run_id": "bf808d4e-b3f9-425c-9721-3af4216d056f",
"cv_count_in_cell": 23,
"jd_count_in_cell": 1
},
"must_have_signals": [
{
"type": "tag",
"values": [
"operational risk",
"internal control",
"audit"
],
"weight": 5,
"source_docs": [
"reference/JD/Risk/JD for Operational Risk.pdf"
],
"observed_in_pct": 1
},
{
"type": "tag",
"values": [
"commodities trading",
"energy",
"financial services"
],
"weight": 5,
"source_docs": [
"reference/JD/Risk/JD for Operational Risk.pdf"
],
"observed_in_pct": 1
},
{
"type": "keyword",
"values": [
"trade lifecycle",
"physical commodity products",
"financial commodity products"
],
"weight": 5,
"source_docs": [
"reference/JD/Risk/JD for Operational Risk.pdf"
],
"observed_in_pct": 1
},
{
"type": "keyword",
"values": [
"risk management software",
"data analysis"
],
"weight": 5,
"source_docs": [
"reference/JD/Risk/JD for Operational Risk.pdf"
],
"observed_in_pct": 1
},
{
"type": "tag",
"values": [
"analytical skills",
"attention to detail",
"stakeholder influence",
"risk culture"
],
"weight": 5,
"source_docs": [
"reference/JD/Risk/JD for Operational Risk.pdf"
],
"observed_in_pct": 1
},
{
"type": "certification",
"values": [
"Bachelor's degree in Finance",
"Bachelor's degree in Economics",
"Bachelor's degree in related field"
],
"weight": 5,
"source_docs": [
"reference/JD/Risk/JD for Operational Risk.pdf"
],
"observed_in_pct": 1
},
{
"type": "certification",
"values": [
"FRM",
"CFA",
"CIA",
"CISA"
],
"weight": 5,
"source_docs": [
"reference/JD/Risk/JD for Operational Risk.pdf"
],
"observed_in_pct": 1
},
{
"type": "keyword",
"values": [
"scenario analysis",
"key risk indicators",
"control self-assessment",
"risk reporting"
],
"weight": 5,
"source_docs": [
"reference/JD/Risk/JD for Operational Risk.pdf"
],
"observed_in_pct": 1
},
{
"type": "tag",
"values": [
"regulatory compliance",
"CFTC",
"EMIR",
"Dodd-Frank"
],
"weight": 5,
"source_docs": [
"reference/JD/Risk/JD for Operational Risk.pdf"
],
"observed_in_pct": 1
}
],
"nice_to_have_signals": [],
"disqualifying_signals": [
{
"type": "tag",
"values": [
"no commodities experience",
"no financial services experience"
],
"weight": 5,
"source_docs": [
"reference/JD/Risk/JD for Operational Risk.pdf"
],
"observed_in_pct": 1
},
{
"type": "tag",
"values": [
"no risk management experience",
"no audit or internal control background"
],
"weight": 5,
"source_docs": [
"reference/JD/Risk/JD for Operational Risk.pdf"
],
"observed_in_pct": 1
}
],
"title_normalisations": [],
"scoring_weights": {
"sub_function_match": 0.2,
"tag_overlap": 0.3,
"seniority_delta": 0.2,
"years_experience": 0.15,
"red_flag_penalty": 0.15
},
"minimum_pass_score": 4,
"status": "bootstrap-draft"
}Last updated on