4.9 KiB
Market evidence report — credit-risk-analyst
Source: 46 real job ads (JSearch API, countries: us 46), extracted into the MSSQL evidence store; as of 2026-07-10. This report contains extracted, aggregated facts only — no ad text is reproduced (copyright / platform terms).
Seniority distribution
| Seniority | Ads | Share |
|---|---|---|
| mid | 27 | 59 % |
| senior | 12 | 26 % |
| junior | 5 | 11 % |
| lead | 1 | 2 % |
| n/a | 1 | 2 % |
Tools — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | Python | 16 | 35 % |
| 2 | SQL | 15 | 33 % |
| 3 | Microsoft Excel | 12 | 26 % |
| 4 | SAS | 5 | 11 % |
| 5 | Tableau | 5 | 11 % |
| 6 | Power BI | 3 | 7 % |
Hard skills — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | data analysis | 20 | 43 % |
| 2 | credit risk analysis | 11 | 24 % |
| 3 | financial analysis | 10 | 22 % |
| 4 | risk management | 10 | 22 % |
| 5 | portfolio monitoring | 7 | 15 % |
| 6 | regulatory compliance | 7 | 15 % |
| 7 | risk assessment | 6 | 13 % |
| 8 | credit analysis | 5 | 11 % |
| 9 | credit risk assessment | 5 | 11 % |
| 10 | credit risk management | 5 | 11 % |
| 11 | risk analysis | 5 | 11 % |
| 12 | statistical analysis | 5 | 11 % |
| 13 | data management | 4 | 9 % |
| 14 | financial modeling | 4 | 9 % |
| 15 | process improvement | 4 | 9 % |
| 16 | statistical modeling | 4 | 9 % |
| 17 | credit risk modeling | 3 | 7 % |
| 18 | data modeling | 3 | 7 % |
| 19 | loss forecasting | 3 | 7 % |
| 20 | quantitative modeling | 3 | 7 % |
Methods — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | A/B testing | 3 | 7 % |
| 2 | cecl methodology | 3 | 7 % |
| 3 | logistic regression | 3 | 7 % |
| 4 | risk assessment | 3 | 7 % |
| 5 | stress testing | 3 | 7 % |
Responsibilities — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | risk assessment | 6 | 13 % |
| 2 | data analysis | 5 | 11 % |
| 3 | data extraction | 3 | 7 % |
| 4 | report preparation | 3 | 7 % |
| 5 | risk identification | 3 | 7 % |
Regional breakdown
Corpus note: 46 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative.
US (us)
46 ads.
Top hard skills:
- data analysis — 43 % (20 ads)
- credit risk analysis — 24 % (11 ads)
- financial analysis — 22 % (10 ads)
- risk management — 22 % (10 ads)
- portfolio monitoring — 15 % (7 ads)
- regulatory compliance — 15 % (7 ads)
- risk assessment — 13 % (6 ads)
- credit analysis — 11 % (5 ads)
- credit risk assessment — 11 % (5 ads)
- credit risk management — 11 % (5 ads)
Top tools:
- Python — 35 % (16 ads)
- SQL — 33 % (15 ads)
- Microsoft Excel — 26 % (12 ads)
- SAS — 11 % (5 ads)
- Tableau — 11 % (5 ads)
- Power BI — 7 % (3 ads)
- Alteryx — 4 % (2 ads)
- Fiserv — 4 % (2 ads)
- Microsoft Office — 4 % (2 ads)
- Microsoft PowerPoint — 4 % (2 ads)
Seniority: mid 59 % · senior 26 % · junior 11 % · lead 2 % · n/a 2 %
UK (gb)
Insufficient evidence — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region.
EU/DACH (de, at, ch, nl)
Insufficient evidence — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region.
Job title variants in the market
| Title | Ads |
|---|---|
| Credit Risk Analyst | 4 |
| Credit Portfolio Risk Analyst | 2 |
| Sr. Credit Risk Analyst | 2 |
| ABL Risk Analyst: Credit Strategy & Problem Loan Expert | 1 |
| Analyst - Credit Portfolio Analytics - Credit Risk | 1 |
| Analyst – Credit Portfolio Analytics – Credit Risk | 1 |
| Business Intelligence Analyst (Credit Risk Analyst) | 1 |
| Counterparty Credit Risk Analytics Associate | 1 |
| Counterparty Risk Analyst (Credit Analyst) | 1 |
| Credit Analyst | 1 |
| Credit Risk Analyst — Data-Driven Risk & Dashboards (Hybrid) | 1 |
| Credit Risk Analyst – Funds Team | 1 |
| Credit Risk Analyst – Hybrid (Mumbai) | 1 |
| Credit Risk Analyst — Underwriting & Financial Modeling | 1 |
| Credit Risk Analyst | Patriot Bank, N.A. |
| Credit Risk Analyst Financial Institutions (FIG) | 1 |
| Credit Risk Analyst/Associate | 1 |
| Credit Risk Analyst: Data-Driven Forecasting & Experiments | 1 |
| Credit Risk Data & Analytics Analyst | 1 |
| Credit Risk Model Development Quantitative Analyst II - Consumer Portfolio (Hybrid - see job description for potential work locations) | 1 |
| Credit Risk Professional | 1 |
| Global Credit Risk Analyst - Commodities | 1 |
| Lead Analyst - Credit Risk Management | 1 |
| Manager, Finance Risk Management | 1 |
| Portfolio Credit Risk Management 2nd LOD Senior Lead Analyst | 1 |
Methodology: entities extracted per ad ({hard_skills, tools, methods, responsibilities, seniority}), normalized, counted as DISTINCT ads per entity; report threshold ≥ 3 ads. Headline sections in skills.md/tools.md use the stricter ≥ 20 % threshold.