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 3 months to 29 June 2017 with a comparison to the same period over the previous 2 years.

Credit Risk
UK > Scotland
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 140 129 168
Rank change year-on-year -11 +39  
Permanent jobs citing Credit Risk 15 29 1
As % of all permanent IT jobs advertised in Scotland 0.55% 1.01% 0.032%
As % of the Miscellaneous category 1.40% 2.39% 0.082%
Number of salaries quoted 11 13 1
Scotland median annual salary £30,000 £75,000 £37,000
Median salary % change year-on-year -60.00% +102.70%  
UK median annual salary £65,000 £57,500 £57,500
% change year-on-year +13.04% -  

Credit Risk is in the generic IT skills category. The next 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.

Generic IT Skills
Scotland
Permanent job vacancies with a requirement for generic IT skills 1071 1214 1223
As % of all permanent IT job vacancies advertised in Scotland 39.42% 42.43% 38.70%
Number of salaries quoted 925 799 1004
Scotland median annual salary £42,500 £45,000 £42,500
Median salary % change year-on-year -5.55% +5.88%  
10th Percentile £27,500 £26,250 £26,250
90th Percentile £75,000 £63,375 £70,000
UK median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26%  

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 3 months to 29 June 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 3 months to 29 June 2017. 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 Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh -15 8 £35,000 -53.33% 6
Glasgow +5 7 £30,000 - 1
Credit Risk
UK

For the 6 months to 29 June 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 41 (87.23%) Finance
2 32 (68.09%) SQL Server Reporting Services
2 32 (68.09%) SQL Server Integration Services
2 32 (68.09%) SQL
2 32 (68.09%) SQL Server
2 32 (68.09%) Microsoft Excel
2 32 (68.09%) MVC
3 28 (59.57%) C#
4 27 (57.45%) ASP.NET
4 27 (57.45%) VBA
4 27 (57.45%) .NET
4 27 (57.45%) Business Intelligence
4 27 (57.45%) Microsoft
4 27 (57.45%) ASP.NET MVC
4 27 (57.45%) Basel III
5 26 (55.32%) XML
5 26 (55.32%) Data Warehouse
5 26 (55.32%) VB.NET
6 24 (51.06%) Perforce
6 24 (51.06%) Hedge funds
6 24 (51.06%) Investment Management
6 24 (51.06%) Bitbucket
6 24 (51.06%) Git (software)
7 11 (23.40%) SAS
7 11 (23.40%) Banking
8 9 (19.15%) Credit Risk Management
9 8 (17.02%) Analytics
10 7 (14.89%) MS Access
11 6 (12.77%) Retail
12 5 (10.64%) Investment Banking

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 11 (23.40%) SAS
Applications
1 32 (68.09%) Microsoft Excel
Communications & Networking
1 1 (2.13%) Internet
Database & Business Intelligence
1 32 (68.09%) SQL Server
1 32 (68.09%) SQL Server Integration Services
1 32 (68.09%) SQL Server Reporting Services
2 26 (55.32%) Data Warehouse
3 7 (14.89%) MS Access
4 5 (10.64%) Base SAS
5 3 (6.38%) Data Mining
5 3 (6.38%) SAS Enterprise Guide
6 1 (2.13%) Big Data
Development Applications
1 24 (51.06%) Bitbucket
1 24 (51.06%) Git (software)
General
1 41 (87.23%) Finance
2 11 (23.40%) Banking
3 6 (12.77%) Retail
4 5 (10.64%) Investment Banking
5 3 (6.38%) Legal
6 2 (4.26%) Back Office
6 2 (4.26%) Financial Institution
6 2 (4.26%) Retail Banking
7 1 (2.13%) International Banking
7 1 (2.13%) Marketing
Job Titles
1 32 (68.09%) Developer
2 27 (57.45%) C# Developer
3 26 (55.32%) SQL Developer
4 21 (44.68%) Database Developer
4 21 (44.68%) SQL Database Developer
5 12 (25.53%) Analyst
6 5 (10.64%) C# Developer - Investment Banking
7 4 (8.51%) Senior Analyst
8 3 (6.38%) Credit Analyst
8 3 (6.38%) Credit Risk Analyst
8 3 (6.38%) Risk Analyst
8 3 (6.38%) SAS Analyst
9 2 (4.26%) Analyst Developer
9 2 (4.26%) Banking Analyst
9 2 (4.26%) Business Intelligence Developer
9 2 (4.26%) Consultant
9 2 (4.26%) SAS Consultant
9 2 (4.26%) Senior Credit Risk Analyst
9 2 (4.26%) Senior Risk Analyst
9 2 (4.26%) Test Analyst
Libraries, Frameworks & Software Standards
1 27 (57.45%) .NET
1 27 (57.45%) ASP.NET
1 27 (57.45%) ASP.NET MVC
2 26 (55.32%) XML
3 2 (4.26%) CSS
3 2 (4.26%) HTML
Miscellaneous
1 24 (51.06%) Hedge funds
2 5 (10.64%) Analytical Skills
3 3 (6.38%) Mainframe
4 1 (2.13%) IBM Mainframe
4 1 (2.13%) Mobile Banking
4 1 (2.13%) Online Banking
4 1 (2.13%) Reference Data
Processes & Methodologies
1 32 (68.09%) MVC
2 27 (57.45%) Business Intelligence
3 24 (51.06%) Investment Management
4 9 (19.15%) Credit Risk Management
5 8 (17.02%) Analytics
6 5 (10.64%) Anti-Money Laundering
6 5 (10.64%) User Acceptance Testing
6 5 (10.64%) Workflow
7 4 (8.51%) Data Analysis
7 4 (8.51%) Issue Tracking
7 4 (8.51%) Process Improvement
7 4 (8.51%) Stakeholder Management
7 4 (8.51%) Validation
8 3 (6.38%) Benchmarking
8 3 (6.38%) Matrix Organization
8 3 (6.38%) Numerical Analysis
8 3 (6.38%) Project Management
8 3 (6.38%) Risk Analytics
8 3 (6.38%) Risk Management
8 3 (6.38%) Statistics
Programming Languages
1 32 (68.09%) SQL
2 28 (59.57%) C#
3 27 (57.45%) VBA
4 26 (55.32%) VB.NET
5 3 (6.38%) MATLAB
6 2 (4.26%) JavaScript
7 1 (2.13%) JCL
7 1 (2.13%) SAS Macro
Qualifications
1 5 (10.64%) Degree
Quality Assurance & Compliance
1 27 (57.45%) Basel III
2 1 (2.13%) Basel II
2 1 (2.13%) Data Quality
2 1 (2.13%) IFRS
2 1 (2.13%) IFRS 9
Vendors
1 27 (57.45%) Microsoft
2 24 (51.06%) Perforce
3 3 (6.38%) Oracle
4 1 (2.13%) IBM
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