Ops Back Office.Finance Ops.Candidate
Source: reference/rubric-configs/ops-back-office.finance-ops.candidate.json
{
"sub_function": "ops-back-office",
"sub_vertical": "finance-ops",
"display_name": "Operations Back Office — Finance Operations",
"version": "bootstrap-2026-06-11",
"generated_from": {
"run_id": "bf808d4e-b3f9-425c-9721-3af4216d056f",
"cv_count_in_cell": 0,
"jd_count_in_cell": 1
},
"must_have_signals": [
{
"type": "keyword",
"values": [
"5+ years experience in financial industry",
"financial industry experience",
"finance operations experience"
],
"weight": 5,
"source_docs": [
"reference/JD/Operations - banks, finance brokerage, funds, asset management/JD for Finance Operations.pdf"
],
"observed_in_pct": 1
},
{
"type": "language",
"values": [
"English",
"Chinese"
],
"weight": 5,
"source_docs": [
"reference/JD/Operations - banks, finance brokerage, funds, asset management/JD for Finance Operations.pdf"
],
"observed_in_pct": 1
},
{
"type": "keyword",
"values": [
"Diploma or higher",
"Finance degree",
"Accounting degree",
"Law degree",
"related field qualification"
],
"weight": 5,
"source_docs": [
"reference/JD/Operations - banks, finance brokerage, funds, asset management/JD for Finance Operations.pdf"
],
"observed_in_pct": 1
},
{
"type": "employer_class",
"values": [
"bank",
"audit firm",
"asset management firm"
],
"weight": 5,
"source_docs": [
"reference/JD/Operations - banks, finance brokerage, funds, asset management/JD for Finance Operations.pdf"
],
"observed_in_pct": 1
},
{
"type": "keyword",
"values": [
"company secretarial duties",
"VCC structure operations",
"SPC structure operations",
"SPV structure operations"
],
"weight": 5,
"source_docs": [
"reference/JD/Operations - banks, finance brokerage, funds, asset management/JD for Finance Operations.pdf"
],
"observed_in_pct": 1
}
],
"nice_to_have_signals": [],
"disqualifying_signals": [
{
"type": "keyword",
"values": [
"no financial industry experience",
"less than 5 years experience"
],
"weight": 5,
"source_docs": [
"reference/JD/Operations - banks, finance brokerage, funds, asset management/JD for Finance Operations.pdf"
],
"observed_in_pct": 1
},
{
"type": "language",
"values": [
"no English proficiency",
"no Chinese proficiency"
],
"weight": 5,
"source_docs": [
"reference/JD/Operations - banks, finance brokerage, funds, asset management/JD for Finance Operations.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