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 24 March 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Credit Risk
UK / Scotland
Rank 106 136 143
Rank change year-on-year +30 +7  
Permanent jobs citing Credit Risk 32 23 12
As % of all permanent IT jobs advertised in Scotland 1.38% 0.79% 0.39%
As % of the Miscellaneous category 3.76% 1.80% 1.09%
Number of salaries quoted 18 17 4
Median salary £29,000 £62,500 £53,000
Median salary % change year-on-year -53.60% +17.92%  
UK excluding London median salary £35,000 £57,500 £47,000
% change year-on-year -39.13% +22.34%  

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 852 1276 1105
As % of all permanent IT job vacancies advertised in Scotland 36.74% 43.64% 35.75%
Number of salaries quoted 549 763 654
Median salary £45,000 £44,000 £42,500
Median salary % change year-on-year +2.27% +3.52%  
90% offered a salary of more than £29,000 £27,500 £28,000
10% offered a salary of more than £70,000 £60,000 £67,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Credit Risk
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing Credit Risk as a proportion of all permanent or contract IT jobs with a match in the Miscellaneous category.

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 24 March 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 24 March 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
Glasgow - 25 £29,000 - 3
Edinburgh -17 6 £32,500 -52.72%
Credit Risk
UK

Credit Risk
Top 30 Related IT Skills in Scotland

For the 6 months to 24 March 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 36 (85.71%) SQL
2 31 (73.81%) Finance
3 27 (64.29%) Business Intelligence
4 25 (59.52%) VBA
5 24 (57.14%) .NET
5 24 (57.14%) VB.NET
5 24 (57.14%) SQL Server
5 24 (57.14%) ASP.NET
5 24 (57.14%) XML
5 24 (57.14%) MS Excel
5 24 (57.14%) C#
5 24 (57.14%) Perforce
5 24 (57.14%) MVC
5 24 (57.14%) SQL Server Reporting Services
5 24 (57.14%) SQL Server Integration Services
5 24 (57.14%) Investment Management
5 24 (57.14%) Git (software)
5 24 (57.14%) ASP.NET MVC
5 24 (57.14%) Bitbucket
6 21 (50.00%) Hedge funds
6 21 (50.00%) Basel III
6 21 (50.00%) Data Warehouse
6 21 (50.00%) Microsoft
7 15 (35.71%) SAS
8 13 (30.95%) Data Analysis
8 13 (30.95%) Analytics
9 11 (26.19%) Analytical Skills
10 8 (19.05%) Market Research
10 8 (19.05%) Marketing
10 8 (19.05%) Predictive Analytics

Credit Risk
Top Related 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 15 (35.71%) SAS
Applications
1 24 (57.14%) MS Excel
Communications & Networking
1 1 (2.38%) Internet
Database & Business Intelligence
1 24 (57.14%) SQL Server
1 24 (57.14%) SQL Server Integration Services
1 24 (57.14%) SQL Server Reporting Services
2 21 (50.00%) Data Warehouse
3 8 (19.05%) Big Data
4 4 (9.52%) Data Mining
5 2 (4.76%) MS Access
6 1 (2.38%) Base SAS
6 1 (2.38%) SAS Enterprise Guide
Development Applications
1 24 (57.14%) Bitbucket
1 24 (57.14%) Git (software)
General
1 31 (73.81%) Finance
2 8 (19.05%) Marketing
3 5 (11.90%) Banking
4 4 (9.52%) Legal
5 3 (7.14%) Investment Banking
5 3 (7.14%) Retail
Job Titles
1 24 (57.14%) C# Developer
1 24 (57.14%) Developer
1 24 (57.14%) SQL Developer
2 21 (50.00%) Database Developer
2 21 (50.00%) SQL Database Developer
3 9 (21.43%) Consultant
4 5 (11.90%) Analyst
5 3 (7.14%) C# Developer - Investment Banking
6 2 (4.76%) Business Analyst
6 2 (4.76%) Credit Analyst
6 2 (4.76%) Credit Risk Analyst
6 2 (4.76%) Risk Analyst
6 2 (4.76%) SAS Analyst
6 2 (4.76%) Senior Analyst
7 1 (2.38%) Business Consultant
7 1 (2.38%) Credit Risk Business Analyst
7 1 (2.38%) Risk Manager
7 1 (2.38%) SAS Consultant
7 1 (2.38%) Senior Credit Risk Analyst
7 1 (2.38%) Senior Risk Analyst
Libraries, Frameworks & Software Standards
1 24 (57.14%) .NET
1 24 (57.14%) ASP.NET
1 24 (57.14%) ASP.NET MVC
1 24 (57.14%) XML
Miscellaneous
1 21 (50.00%) Hedge funds
2 11 (26.19%) Analytical Skills
3 2 (4.76%) Mainframe
4 1 (2.38%) IBM Mainframe
4 1 (2.38%) Mobile Banking
4 1 (2.38%) Online Banking
4 1 (2.38%) Reference Data
Processes & Methodologies
1 27 (64.29%) Business Intelligence
2 24 (57.14%) Investment Management
2 24 (57.14%) MVC
3 13 (30.95%) Analytics
3 13 (30.95%) Data Analysis
4 8 (19.05%) Customer Insight
4 8 (19.05%) Market Research
4 8 (19.05%) Predictive Analytics
4 8 (19.05%) Web Analytics
5 4 (9.52%) Anti-Money Laundering
5 4 (9.52%) Benchmarking
5 4 (9.52%) Credit Risk Management
5 4 (9.52%) Matrix Organization
5 4 (9.52%) Numerical Analysis
5 4 (9.52%) Project Management
5 4 (9.52%) Risk Analytics
5 4 (9.52%) Risk Management
5 4 (9.52%) Statistics
5 4 (9.52%) Validation
6 3 (7.14%) Stakeholder Management
Programming Languages
1 36 (85.71%) SQL
2 25 (59.52%) VBA
3 24 (57.14%) C#
3 24 (57.14%) VB.NET
4 4 (9.52%) MATLAB
5 1 (2.38%) JCL
Qualifications
1 4 (9.52%) Degree
Quality Assurance & Compliance
1 21 (50.00%) Basel III
2 1 (2.38%) Data Quality
Vendors
1 24 (57.14%) Perforce
2 21 (50.00%) Microsoft
3 4 (9.52%) Oracle
4 1 (2.38%) IBM
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