The table below looks at the prevalence of the term Credit Risk in IT jobs advertised for the Scotland region. Included is a guide to the average salaries offered in IT jobs that have cited Credit Risk over the 3 months to 29 April 2016 with a comparison to the same period in the previous 2 years.

3 months to
29 Apr 2016
Same period 2015 Same period 2014
Credit Risk
Rank 133 149 173
Rank change year-on-year
+16 +24
Permanent jobs citing Credit Risk 30 9 13
As % of all permanent IT jobs located in Scotland 1.04% 0.29% 0.33%
As % of the Miscellaneous category 2.56% 0.76% 1.02%
Number of salaries quoted 21 3 6
Average salary £75,000 £50,000 £42,500
Average salary % change year-on-year
+50.00% +17.64%
UK excluding London average salary £57,500 £46,500 £45,000
% change year-on-year
+23.65% +3.33%
Credit Risk
UK

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the Scotland region.

Miscellaneous Category
Scotland
Permanent IT job ads with a match in the
Miscellaneous category
1173 1192 1273
As % of all permanent IT jobs located in Scotland 40.81% 37.94% 32.07%
Number of salaries quoted 668 696 806
Average salary £42,500 £42,500 £42,500
90% offered a salary of more than £26,500 £27,700 £28,500
10% offered a salary of more than £67,500 £60,000 £60,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Credit Risk
Jobs Demand Trend in Scotland

This chart provides a 3-month moving total of permanent IT jobs citing Credit Risk across the Scotland region as a proportion of the total demand within the Miscellaneous category.

Credit Risk Jobs Demand Trend 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 across the Scotland region.

Credit Risk Salary Trend in Scotland

Credit Risk
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Credit Risk across the Scotland region over the 3 months to 29 April 2016.

Credit Risk Salary Histogram in Scotland

Credit Risk
Job Locations in Scotland

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Credit Risk within the Scotland region over the 3 months to 29 April 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +28 24 £75,000 +50.00% 8
Glasgow -7 5 - -
Credit Risk
UK

Credit Risk
Top 30 Related IT Skills in Scotland

For the 6 months to 29 April 2016, IT jobs across the Scotland region citing Credit Risk also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Credit Risk.

1 24 (57.14%) SAS
2 20 (47.62%) Analytics
3 19 (45.24%) Banking
4 15 (35.71%) Finance
5 13 (30.95%) Retail
5 13 (30.95%) SQL
6 11 (26.19%) SAS Enterprise Guide
7 10 (23.81%) Stress Testing
7 10 (23.81%) Risk Analytics
7 10 (23.81%) SQL Server
7 10 (23.81%) Validation
8 9 (21.43%) Derivative
8 9 (21.43%) C++
8 9 (21.43%) Java
8 9 (21.43%) OO
8 9 (21.43%) Statistical Modelling
8 9 (21.43%) SAS Enterprise Miner
8 9 (21.43%) Monte Carlo Method
9 8 (19.05%) Business Intelligence
10 7 (16.67%) Degree
10 7 (16.67%) Visualisation
11 6 (14.29%) Data Visualisation
11 6 (14.29%) Big Data
11 6 (14.29%) Data Analytics
11 6 (14.29%) Analytical Skills
11 6 (14.29%) Translating Business Requirements
11 6 (14.29%) Numerical Analysis
11 6 (14.29%) Statistics
11 6 (14.29%) Business Development
11 6 (14.29%) Oracle

Credit Risk
Top Related IT Skills in Scotland by Category

For the 6 months to 29 April 2016, IT jobs across the Scotland region citing Credit Risk also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Credit Risk. Up to 20 skills are shown per category.

Application Platforms
1 24 (57.14%) SAS
Applications
1 6 (14.29%) SPSS
2 4 (9.52%) S-PLUS
Database & Business Intelligence
1 11 (26.19%) SAS Enterprise Guide
2 10 (23.81%) SQL Server
3 9 (21.43%) SAS Enterprise Miner
4 6 (14.29%) Big Data
5 2 (4.76%) Base SAS
5 2 (4.76%) SAS Data Integration Studio
6 1 (2.38%) Data Warehouse
General
1 19 (45.24%) Banking
2 15 (35.71%) Finance
3 13 (30.95%) Retail
4 4 (9.52%) Investment Banking
5 1 (2.38%) Back Office
Job Titles
1 19 (45.24%) Analyst
2 10 (23.81%) Credit Analyst
3 9 (21.43%) Credit Risk Analyst
3 9 (21.43%) Risk Analyst
4 6 (14.29%) Analytics Manager
4 6 (14.29%) Business Intelligence Manager
4 6 (14.29%) Consultant
4 6 (14.29%) Data Analytics Manager
4 6 (14.29%) Data Manager
5 5 (11.90%) Developer
5 5 (11.90%) SQL Analyst
6 4 (9.52%) Qualitative Analyst
6 4 (9.52%) Quantitative Analyst
6 4 (9.52%) Quantitative Risk Analyst
7 3 (7.14%) SAS Analyst
7 3 (7.14%) Systems Analyst
7 3 (7.14%) Testing Analyst
8 2 (4.76%) Senior Analyst
8 2 (4.76%) Senior Test Analyst
8 2 (4.76%) Test Analyst
Libraries, Frameworks & Software Standards
1 4 (9.52%) .NET
Miscellaneous
1 9 (21.43%) Derivative
2 7 (16.67%) Visualisation
3 6 (14.29%) Analytical Skills
3 6 (14.29%) Statistics
4 5 (11.90%) Grid Computing
5 4 (9.52%) Credit Derivative
5 4 (9.52%) Economics
5 4 (9.52%) Fixed Income
5 4 (9.52%) Mathematics
5 4 (9.52%) Physics
6 1 (2.38%) Data Extraction
Processes & Methodologies
1 20 (47.62%) Analytics
2 10 (23.81%) Risk Analytics
2 10 (23.81%) Stress Testing
2 10 (23.81%) Validation
3 9 (21.43%) Monte Carlo Method
3 9 (21.43%) OO
3 9 (21.43%) Statistical Modelling
4 8 (19.05%) Business Intelligence
5 6 (14.29%) Business Development
5 6 (14.29%) Data Analytics
5 6 (14.29%) Data Modelling
5 6 (14.29%) Data Visualisation
5 6 (14.29%) Numerical Analysis
5 6 (14.29%) Translating Business Requirements
6 5 (11.90%) Integration Testing
6 5 (11.90%) Line Management
6 5 (11.90%) Project Management
6 5 (11.90%) Service Delivery
6 5 (11.90%) System Integration Testing
6 5 (11.90%) Unit Testing
Programming Languages
1 13 (30.95%) SQL
2 9 (21.43%) C++
2 9 (21.43%) Java
3 5 (11.90%) PL/SQL
3 5 (11.90%) Python
4 4 (9.52%) C#
4 4 (9.52%) MATLAB
4 4 (9.52%) R
4 4 (9.52%) VBA
5 2 (4.76%) SAS Macro
Qualifications
1 7 (16.67%) Degree
2 4 (9.52%) PhD
3 1 (2.38%) PMI Certification
3 1 (2.38%) PMP
3 1 (2.38%) PRINCE2 Certification
Quality Assurance & Compliance
1 6 (14.29%) Basel II
Vendors
1 6 (14.29%) Oracle
2 1 (2.38%) TSYS
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