Period
to 20 November 2017

The table below looks at the prevalence of the term Credit Risk in permanent job vacancies advertised in Edinburgh. Included is a benchmarking guide to the salaries offered in vacancies that have cited Credit Risk over the 6 months to 20 November 2017 with a comparison to the same period over the previous 2 years.

Credit Risk
Scotland > Edinburgh
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 120 130 148
Rank change year-on-year +10 +18 -15
Permanent jobs citing Credit Risk 27 8 16
As % of all permanent IT jobs advertised in Edinburgh 1.00% 0.35% 0.52%
As % of the Miscellaneous category 2.48% 0.93% 1.33%
Number of salaries quoted 24 8 11
Edinburgh median annual salary £40,000 £47,500 £33,750
Median salary % change year-on-year -15.79% +40.74% -15.63%
10th Percentile £33,250 £36,750 £31,250
90th Percentile £57,500 £58,675 £41,250
Scotland median annual salary £40,000 £47,500 £37,000
% change year-on-year -15.79% +28.38% -10.84%

Credit Risk is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Edinburgh with a requirement for generic IT skills.

All Generic IT Skills
Edinburgh
Permanent vacancies with a requirement for generic IT skills 1090 859 1203
As % of all permanent IT jobs advertised in Edinburgh 40.28% 37.58% 39.30%
Number of salaries quoted 629 540 712
Edinburgh median annual salary £42,500 £45,000 £42,500
Median salary % change year-on-year -5.56% +5.88% +6.25%
10th Percentile £26,500 £27,463 £25,000
90th Percentile £66,250 £67,500 £65,000
Scotland median annual salary £43,500 £42,500 £41,500
% change year-on-year +2.35% +2.41% +3.75%

Credit Risk
Job Vacancy Trend in Edinburgh

Job postings citing Credit Risk as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for Credit Risk in Edinburgh

Credit Risk
Salary Trend in Edinburgh

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Credit Risk in Edinburgh.

Salary trend for Credit Risk in Edinburgh

Credit Risk
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Credit Risk in Edinburgh over the 6 months to 20 November 2017.

Salary histogram for Credit Risk in Edinburgh

For the 6 months to 20 November 2017, IT jobs citing Credit Risk also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Edinburgh region with a requirement for Credit Risk.

1 21 (77.78%) SAS
2 20 (74.07%) Finance
3 17 (62.96%) Business Intelligence
4 15 (55.56%) Base SAS
5 13 (48.15%) Analytics
6 11 (40.74%) Big Data
6 11 (40.74%) SQL
6 11 (40.74%) SAS Enterprise Guide
6 11 (40.74%) Banking
7 10 (37.04%) Web Analytics
7 10 (37.04%) Marketing
8 8 (29.63%) Customer Analytics
9 7 (25.93%) Customer Insight
9 7 (25.93%) QlikView
9 7 (25.93%) Visualisation
9 7 (25.93%) Tableau
10 5 (18.52%) Analytical Skills
11 4 (14.81%) Power BI
11 4 (14.81%) Oracle
11 4 (14.81%) Data Modelling
11 4 (14.81%) ETL
11 4 (14.81%) Data Analysis
12 3 (11.11%) User Acceptance Testing
12 3 (11.11%) Retail Banking
12 3 (11.11%) International Banking
12 3 (11.11%) SAS Certification
12 3 (11.11%) Apple
12 3 (11.11%) Digital Analytics
12 3 (11.11%) Dashboard Development
12 3 (11.11%) Facebook

Credit Risk
Co-occurring IT Skills in Edinburgh by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 21 (77.78%) SAS
Applications
1 1 (3.70%) Microsoft Excel
Database & Business Intelligence
1 15 (55.56%) Base SAS
2 11 (40.74%) Big Data
2 11 (40.74%) SAS Enterprise Guide
3 7 (25.93%) QlikView
4 4 (14.81%) Power BI
5 1 (3.70%) Data Warehouse
5 1 (3.70%) MS Access
5 1 (3.70%) SQL Server
5 1 (3.70%) SQL Server Integration Services
5 1 (3.70%) SQL Server Reporting Services
General
1 20 (74.07%) Finance
2 11 (40.74%) Banking
3 10 (37.04%) Marketing
4 3 (11.11%) International Banking
4 3 (11.11%) Retail Banking
5 2 (7.41%) Back Office
6 1 (3.70%) Financial Institution
Job Titles
1 14 (51.85%) Analyst
2 10 (37.04%) Consultant
2 10 (37.04%) SAS Analyst
3 9 (33.33%) Senior Analyst
4 8 (29.63%) Senior SAS Analyst
5 7 (25.93%) SAS Consultant
6 5 (18.52%) Credit Analyst
6 5 (18.52%) Credit Risk Analyst
6 5 (18.52%) Data Analyst
6 5 (18.52%) Risk Analyst
6 5 (18.52%) SAS Credit Risk Analyst
6 5 (18.52%) SAS Risk Analyst
7 4 (14.81%) SAS Data Analyst
7 4 (14.81%) Senior Credit Risk Analyst
7 4 (14.81%) Senior Data Analyst
7 4 (14.81%) Senior Risk Analyst
8 3 (11.11%) QlikView Consultant
8 3 (11.11%) Strategy Analyst
9 2 (7.41%) Fraud Specialist
9 2 (7.41%) Senior Strategy Analyst
Miscellaneous
1 5 (18.52%) Analytical Skills
2 1 (3.70%) Hedge funds
2 1 (3.70%) Mainframe
2 1 (3.70%) Management Information System
Processes & Methodologies
1 17 (62.96%) Business Intelligence
2 13 (48.15%) Analytics
3 10 (37.04%) Web Analytics
4 8 (29.63%) Customer Analytics
5 7 (25.93%) Customer Insight
5 7 (25.93%) Visualisation
6 4 (14.81%) Data Analysis
6 4 (14.81%) Data Modelling
6 4 (14.81%) ETL
7 3 (11.11%) Dashboard Development
7 3 (11.11%) Digital Analytics
7 3 (11.11%) User Acceptance Testing
8 2 (7.41%) Anti-Money Laundering
8 2 (7.41%) Credit Risk Modelling
8 2 (7.41%) Portfolio Management
8 2 (7.41%) Scenario Testing
8 2 (7.41%) Test Scripting
9 1 (3.70%) Data Management
9 1 (3.70%) Data Migration
9 1 (3.70%) Statistics
Programming Languages
1 11 (40.74%) SQL
2 1 (3.70%) C#
2 1 (3.70%) SAS Macro
Qualifications
1 3 (11.11%) SAS Certification
2 2 (7.41%) Degree
Quality Assurance & Compliance
1 2 (7.41%) IFRS
1 2 (7.41%) IFRS 9
2 1 (3.70%) Basel II
2 1 (3.70%) Basel III
Vendors
1 7 (25.93%) Tableau
2 4 (14.81%) Oracle
3 3 (11.11%) Apple
3 3 (11.11%) Facebook
3 3 (11.11%) Twitter
4 1 (3.70%) Microsoft