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 salaries offered in IT jobs that have cited Credit Risk over the 3 months to 27 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jun 2016
Same period 2015 Same period 2014
Credit Risk
Rank 131 165 161
Rank change year-on-year
+34 -4
Permanent jobs citing Credit Risk 30 1 20
As % of all permanent IT jobs located in Scotland 1.05% 0.032% 0.53%
As % of the Miscellaneous category 2.48% 0.082% 1.59%
Number of salaries quoted 14 1 6
Median salary £74,500 £37,000 £41,750
Median salary % change year-on-year
+101.35% -11.37%
90% offered a salary of more than £42,650 £37,000 £40,000
10% offered a salary of more than £77,000 £37,000 £47,000
UK excluding London median salary £50,000 £36,000 £46,500
% change year-on-year
+38.88% -22.58%
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
1212 1219 1259
As % of all permanent IT jobs located in Scotland 42.29% 39.11% 33.05%
Number of salaries quoted 568 749 825
Median salary £42,500 £42,000 £42,000
Median salary % change year-on-year
+1.19% -
90% offered a salary of more than £26,500 £28,000 £27,000
10% offered a salary of more than £69,400 £60,000 £60,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Credit Risk
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing Credit Risk as a proportion of all IT jobs with a match in 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 27 June 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 median salaries quoted in IT jobs citing Credit Risk within the Scotland region over the 3 months to 27 June 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
(Click see detailed
statistics and trends)
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 +19 16 £74,500 +101.35% 5
Glasgow - 14 - -
Credit Risk
UK

Credit Risk
Top 30 Related IT Skills in Scotland

For the 6 months to 27 June 2016, 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 31 (57.41%) SAS
2 26 (48.15%) Analytics
3 23 (42.59%) SQL
4 22 (40.74%) Banking
5 18 (33.33%) Retail
5 18 (33.33%) Derivative
5 18 (33.33%) C++
5 18 (33.33%) Java
5 18 (33.33%) OO
5 18 (33.33%) Monte Carlo Method
6 16 (29.63%) SQL Server
6 16 (29.63%) Degree
7 15 (27.78%) Translating Business Requirements
8 14 (25.93%) Analytical Skills
8 14 (25.93%) System Integration Testing
8 14 (25.93%) OTC Derivatives
8 14 (25.93%) Unit Testing
8 14 (25.93%) Integration Testing
8 14 (25.93%) Grid Computing
8 14 (25.93%) Service Delivery
8 14 (25.93%) Python
8 14 (25.93%) Business Intelligence
9 13 (24.07%) Visualisation
10 12 (22.22%) Data Visualisation
10 12 (22.22%) Big Data
10 12 (22.22%) Data Analytics
10 12 (22.22%) SPSS
10 12 (22.22%) Oracle
10 12 (22.22%) Data Modelling
10 12 (22.22%) Business Development

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 31 (57.41%) SAS
Applications
1 12 (22.22%) SPSS
2 4 (7.41%) S-PLUS
Database & Business Intelligence
1 16 (29.63%) SQL Server
2 12 (22.22%) Big Data
3 11 (20.37%) SAS Enterprise Guide
4 9 (16.67%) SAS Enterprise Miner
5 2 (3.70%) Base SAS
5 2 (3.70%) SAS Data Integration Studio
General
1 22 (40.74%) Banking
2 18 (33.33%) Retail
3 11 (20.37%) Finance
4 4 (7.41%) Investment Banking
Job Titles
1 16 (29.63%) Analyst
2 14 (25.93%) Developer
3 12 (22.22%) Analytics Manager
3 12 (22.22%) Business Intelligence Manager
3 12 (22.22%) Data Analytics Manager
3 12 (22.22%) Data Manager
4 9 (16.67%) Credit Analyst
5 8 (14.81%) Credit Risk Analyst
5 8 (14.81%) Risk Analyst
6 6 (11.11%) Applications Developer
6 6 (11.11%) Consultant
6 6 (11.11%) Python Developer
7 4 (7.41%) Qualitative Analyst
7 4 (7.41%) Quantitative Analyst
7 4 (7.41%) Quantitative Risk Analyst
7 4 (7.41%) SQL Analyst
7 4 (7.41%) Systems Analyst
8 3 (5.56%) Senior Analyst
9 2 (3.70%) Senior Test Analyst
9 2 (3.70%) Test Analyst
Libraries, Frameworks & Software Standards
1 4 (7.41%) .NET
Miscellaneous
1 18 (33.33%) Derivative
2 14 (25.93%) Analytical Skills
2 14 (25.93%) Grid Computing
2 14 (25.93%) OTC Derivatives
3 13 (24.07%) Visualisation
4 4 (7.41%) Credit Derivative
4 4 (7.41%) Economics
4 4 (7.41%) Fixed Income
4 4 (7.41%) Mathematics
4 4 (7.41%) Physics
4 4 (7.41%) Statistics
5 3 (5.56%) Data Extraction
Processes & Methodologies
1 26 (48.15%) Analytics
2 18 (33.33%) Monte Carlo Method
2 18 (33.33%) OO
3 15 (27.78%) Translating Business Requirements
4 14 (25.93%) Business Intelligence
4 14 (25.93%) Integration Testing
4 14 (25.93%) Service Delivery
4 14 (25.93%) System Integration Testing
4 14 (25.93%) Unit Testing
5 12 (22.22%) Business Development
5 12 (22.22%) Data Analytics
5 12 (22.22%) Data Modelling
5 12 (22.22%) Data Visualisation
6 10 (18.52%) Risk Analytics
7 9 (16.67%) Statistical Modelling
8 8 (14.81%) Stress Testing
8 8 (14.81%) Validation
9 4 (7.41%) Agile Software Development
9 4 (7.41%) Data Management
9 4 (7.41%) TDD
Programming Languages
1 23 (42.59%) SQL
2 18 (33.33%) C++
2 18 (33.33%) Java
3 14 (25.93%) Python
4 8 (14.81%) PL/SQL
5 4 (7.41%) C#
5 4 (7.41%) MATLAB
5 4 (7.41%) R
5 4 (7.41%) VBA
6 2 (3.70%) SAS Macro
Qualifications
1 16 (29.63%) Degree
2 4 (7.41%) PhD
3 1 (1.85%) PMI Certification
3 1 (1.85%) PMP
3 1 (1.85%) PRINCE2 Certification
Quality Assurance & Compliance
1 4 (7.41%) Basel II
Vendors
1 12 (22.22%) Oracle
2 1 (1.85%) TSYS
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