Period
to 20 November 2017

The table below looks at the prevalence of the term Credit Risk in permanent job vacancies advertised in Scotland. 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
UK > Scotland
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 198 194 218
Rank change year-on-year -4 +24 -6
Permanent jobs citing Credit Risk 30 16 24
As % of all permanent IT jobs advertised in Scotland 0.53% 0.31% 0.37%
As % of the Miscellaneous category 1.35% 0.81% 0.90%
Number of salaries quoted 25 8 15
Scotland median annual salary £40,000 £47,500 £37,000
Median salary % change year-on-year -15.79% +28.38% -10.84%
10th Percentile £31,900 £36,750 £31,250
90th Percentile £57,500 £58,675 £59,900
UK median annual salary £65,000 £55,000 £60,000
% change year-on-year +18.18% -8.33% -

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 Scotland with a requirement for generic IT skills.

All Generic IT Skills
Scotland
Permanent vacancies with a requirement for generic IT skills 2223 1969 2678
As % of all permanent IT jobs advertised in Scotland 39.41% 38.44% 41.61%
Number of salaries quoted 1378 1114 1595
Scotland median annual salary £43,500 £42,500 £41,500
Median salary % change year-on-year +2.35% +2.41% +3.75%
10th Percentile £27,500 £26,250 £26,597
90th Percentile £67,500 £65,000 £63,750
UK median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Credit Risk
Job Vacancy Trend in Scotland

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

Job vacancy trend for Credit Risk in Scotland

Credit Risk
Salary Trend in Scotland

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

Salary trend for Credit Risk in Scotland

Credit Risk
Salary Histogram in Scotland

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

Salary histogram for Credit Risk in Scotland

Credit Risk
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Credit Risk within the Scotland region over the 6 months to 20 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +10 27 £40,000 -15.79% 1
Glasgow -13 3 £28,500 -
Credit Risk
UK

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 Scotland region with a requirement for Credit Risk.

1 21 (70.00%) SAS
1 21 (70.00%) Finance
2 19 (63.33%) Business Intelligence
3 15 (50.00%) Base SAS
4 14 (46.67%) Analytics
5 11 (36.67%) SQL
5 11 (36.67%) Banking
5 11 (36.67%) SAS Enterprise Guide
5 11 (36.67%) Big Data
6 10 (33.33%) Web Analytics
6 10 (33.33%) Marketing
7 8 (26.67%) Customer Analytics
8 7 (23.33%) Tableau
8 7 (23.33%) Visualisation
8 7 (23.33%) Customer Insight
8 7 (23.33%) QlikView
9 6 (20.00%) Analytical Skills
10 5 (16.67%) Data Analysis
10 5 (16.67%) User Acceptance Testing
11 4 (13.33%) Oracle
11 4 (13.33%) Data Modelling
11 4 (13.33%) ETL
11 4 (13.33%) Power BI
12 3 (10.00%) Hedge funds
12 3 (10.00%) Basel III
12 3 (10.00%) Process Improvement
12 3 (10.00%) Facebook
12 3 (10.00%) Twitter
12 3 (10.00%) Digital Analytics
12 3 (10.00%) Issue Tracking

Credit Risk
Co-occurring IT Skills in Scotland 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 (70.00%) SAS
Applications
1 3 (10.00%) Microsoft Excel
Database & Business Intelligence
1 15 (50.00%) Base SAS
2 11 (36.67%) Big Data
2 11 (36.67%) SAS Enterprise Guide
3 7 (23.33%) QlikView
4 4 (13.33%) Power BI
5 3 (10.00%) Data Warehouse
5 3 (10.00%) MS Access
5 3 (10.00%) SQL Server
5 3 (10.00%) SQL Server Integration Services
5 3 (10.00%) SQL Server Reporting Services
General
1 21 (70.00%) Finance
2 11 (36.67%) Banking
3 10 (33.33%) Marketing
4 3 (10.00%) International Banking
4 3 (10.00%) Retail Banking
5 2 (6.67%) Back Office
5 2 (6.67%) Financial Institution
6 1 (3.33%) Telecoms
Job Titles
1 14 (46.67%) Analyst
2 10 (33.33%) Consultant
2 10 (33.33%) SAS Analyst
3 9 (30.00%) Senior Analyst
4 8 (26.67%) Senior SAS Analyst
5 7 (23.33%) SAS Consultant
6 5 (16.67%) Credit Analyst
6 5 (16.67%) Credit Risk Analyst
6 5 (16.67%) Data Analyst
6 5 (16.67%) Risk Analyst
6 5 (16.67%) SAS Credit Risk Analyst
6 5 (16.67%) SAS Risk Analyst
7 4 (13.33%) Developer
7 4 (13.33%) SAS Data Analyst
7 4 (13.33%) Senior Credit Risk Analyst
7 4 (13.33%) Senior Data Analyst
7 4 (13.33%) Senior Risk Analyst
8 3 (10.00%) QlikView Consultant
8 3 (10.00%) Strategy Analyst
9 2 (6.67%) Senior Strategy Analyst
Miscellaneous
1 6 (20.00%) Analytical Skills
2 3 (10.00%) Hedge funds
3 1 (3.33%) Mainframe
3 1 (3.33%) Management Information System
Processes & Methodologies
1 19 (63.33%) Business Intelligence
2 14 (46.67%) Analytics
3 10 (33.33%) Web Analytics
4 8 (26.67%) Customer Analytics
5 7 (23.33%) Customer Insight
5 7 (23.33%) Visualisation
6 5 (16.67%) Data Analysis
6 5 (16.67%) User Acceptance Testing
7 4 (13.33%) Data Modelling
7 4 (13.33%) ETL
8 3 (10.00%) Credit Risk Management
8 3 (10.00%) Dashboard Development
8 3 (10.00%) Digital Analytics
8 3 (10.00%) Issue Tracking
8 3 (10.00%) MVC
8 3 (10.00%) Process Improvement
8 3 (10.00%) Workflow
9 2 (6.67%) Anti-Money Laundering
9 2 (6.67%) Credit Risk Modelling
9 2 (6.67%) Scenario Testing
Programming Languages
1 11 (36.67%) SQL
2 2 (6.67%) C#
3 1 (3.33%) SAS Macro
Qualifications
1 3 (10.00%) SAS Certification
2 2 (6.67%) Degree
Quality Assurance & Compliance
1 3 (10.00%) Basel III
2 2 (6.67%) IFRS
2 2 (6.67%) IFRS 9
3 1 (3.33%) Basel II
Vendors
1 7 (23.33%) Tableau
2 4 (13.33%) Oracle
3 3 (10.00%) Apple
3 3 (10.00%) Facebook
3 3 (10.00%) Microsoft
3 3 (10.00%) Twitter