The table below looks at the prevalence of the term Credit Risk in IT jobs advertised for the Edinburgh region. Included is a guide to the salaries offered in IT jobs that have cited Credit Risk over the 3 months to 26 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Jul 2016
Same period 2015 Same period 2014
Credit Risk
Rank 90 103 98
Rank change year-on-year
+13 -5
Permanent jobs citing Credit Risk 9 2 12
As % of all permanent IT jobs located in Edinburgh 0.75% 0.14% 0.80%
As % of the Miscellaneous category 1.70% 0.37% 2.12%
Number of salaries quoted 8 1 7
Median salary £74,000 £37,000 £41,500
Median salary % change year-on-year
+100.00% -10.84%
90% offered a salary of more than £32,550 £37,000 £40,000
10% offered a salary of more than £77,000 £37,000 £46,000
UK excluding London median salary £43,000 £33,500 £50,000
% change year-on-year
+28.35% -33.00%
Credit Risk
Scotland

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

Miscellaneous Category
Edinburgh
Permanent IT job ads with a match in the
Miscellaneous category
528 544 567
As % of all permanent IT jobs located in Edinburgh 43.96% 37.26% 38.00%
Number of salaries quoted 260 345 360
Median salary £45,000 £40,000 £40,000
Median salary % change year-on-year
+12.50% -
90% offered a salary of more than £27,500 £29,050 £27,000
10% offered a salary of more than £67,500 £55,000 £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 Edinburgh

The demand trend of job ads across the Edinburgh region citing Credit Risk as a proportion of all IT jobs with a match in the Miscellaneous category.

Credit Risk Jobs Demand Trend in Edinburgh

Credit Risk
Salary Trend in Edinburgh

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

Credit Risk Salary Trend in Edinburgh

Credit Risk
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing Credit Risk across the Edinburgh region over the 3 months to 26 July 2016.

Credit Risk Salary Histogram in Edinburgh

Credit Risk
Top 30 Related IT Skills in Edinburgh

For the 6 months to 26 July 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 Edinburgh region with a requirement for Credit Risk.

1 29 (80.56%) SAS
2 25 (69.44%) Analytics
3 20 (55.56%) Banking
4 17 (47.22%) Retail
5 16 (44.44%) SQL Server
6 14 (38.89%) Business Intelligence
7 13 (36.11%) Visualisation
8 12 (33.33%) Business Development
8 12 (33.33%) Oracle
8 12 (33.33%) Data Modelling
8 12 (33.33%) SPSS
8 12 (33.33%) Data Visualisation
8 12 (33.33%) Big Data
8 12 (33.33%) Data Analytics
9 11 (30.56%) Finance
10 10 (27.78%) SAS Enterprise Guide
11 9 (25.00%) SQL
11 9 (25.00%) Risk Analytics
12 8 (22.22%) Statistical Modelling
12 8 (22.22%) SAS Enterprise Miner
13 6 (16.67%) Validation
13 6 (16.67%) Stress Testing
14 5 (13.89%) Credit Risk Modelling
15 4 (11.11%) Presales
15 4 (11.11%) R
15 4 (11.11%) S-PLUS
15 4 (11.11%) Fixed Income
15 4 (11.11%) VBA
15 4 (11.11%) .NET
15 4 (11.11%) C#

Credit Risk
Top Related IT Skills in Edinburgh 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 29 (80.56%) SAS
Applications
1 12 (33.33%) SPSS
2 4 (11.11%) S-PLUS
Database & Business Intelligence
1 16 (44.44%) SQL Server
2 12 (33.33%) Big Data
3 10 (27.78%) SAS Enterprise Guide
4 8 (22.22%) SAS Enterprise Miner
5 2 (5.56%) Base SAS
5 2 (5.56%) SAS Data Integration Studio
General
1 20 (55.56%) Banking
2 17 (47.22%) Retail
3 11 (30.56%) Finance
4 4 (11.11%) Investment Banking
Job Titles
1 14 (38.89%) Analyst
2 12 (33.33%) Analytics Manager
2 12 (33.33%) Business Intelligence Manager
2 12 (33.33%) Data Analytics Manager
2 12 (33.33%) Data Manager
3 7 (19.44%) Credit Analyst
3 7 (19.44%) Risk Analyst
4 6 (16.67%) Credit Risk Analyst
5 5 (13.89%) Consultant
6 4 (11.11%) Qualitative Analyst
6 4 (11.11%) Quantitative Analyst
6 4 (11.11%) Quantitative Risk Analyst
6 4 (11.11%) SQL Analyst
7 3 (8.33%) Systems Analyst
8 2 (5.56%) SAS Analyst
8 2 (5.56%) Senior Analyst
8 2 (5.56%) Support Analyst
9 1 (2.78%) Business IT Analyst
9 1 (2.78%) Data Analyst
9 1 (2.78%) Senior Test Analyst
Libraries, Frameworks & Software Standards
1 4 (11.11%) .NET
Miscellaneous
1 13 (36.11%) Visualisation
2 4 (11.11%) Credit Derivative
2 4 (11.11%) Derivative
2 4 (11.11%) Economics
2 4 (11.11%) Fixed Income
2 4 (11.11%) Mathematics
2 4 (11.11%) Physics
3 3 (8.33%) Statistics
4 2 (5.56%) Data Extraction
Processes & Methodologies
1 25 (69.44%) Analytics
2 14 (38.89%) Business Intelligence
3 12 (33.33%) Business Development
3 12 (33.33%) Data Analytics
3 12 (33.33%) Data Modelling
3 12 (33.33%) Data Visualisation
4 9 (25.00%) Risk Analytics
5 8 (22.22%) Statistical Modelling
6 6 (16.67%) Stress Testing
6 6 (16.67%) Validation
7 5 (13.89%) Credit Risk Modelling
8 4 (11.11%) Agile Software Development
8 4 (11.11%) Black-Scholes
8 4 (11.11%) Continuous Integration
8 4 (11.11%) Data Management
8 4 (11.11%) Monte Carlo Method
8 4 (11.11%) OO
8 4 (11.11%) Presales
8 4 (11.11%) TDD
9 2 (5.56%) Numerical Analysis
Programming Languages
1 9 (25.00%) SQL
2 4 (11.11%) C#
2 4 (11.11%) C++
2 4 (11.11%) Java
2 4 (11.11%) MATLAB
2 4 (11.11%) R
2 4 (11.11%) VBA
3 2 (5.56%) SAS Macro
Qualifications
1 4 (11.11%) PhD
2 1 (2.78%) Degree
2 1 (2.78%) PMI Certification
2 1 (2.78%) PMP
2 1 (2.78%) PRINCE2 Certification
Quality Assurance & Compliance
1 2 (5.56%) Basel II
Vendors
1 12 (33.33%) Oracle
2 1 (2.78%) TSYS
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