The table below looks at the prevalence of the term Credit Risk in contract job vacancies advertised in Scotland. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Credit Risk over the 3 months to 22 June 2017 with a comparison to the same period over the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Credit Risk
UK / Scotland
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 95 114 102
Rank change year-on-year +19 -12  
Contract jobs citing Credit Risk 22 37 32
As % of all contract IT jobs advertised in Scotland 1.02% 1.26% 1.05%
As % of the Miscellaneous category 3.54% 3.62% 3.77%
Number of daily rates quoted 16 29 19
Median daily rate £400 £450 £420
Median daily rate % change year-on-year -11.11% +7.14%  
90% offered a daily rate of more than £254 £310 £348
10% offered a daily rate of more than £463 £510 £504
UK excluding London median daily rate £400 £425 £450
% change year-on-year -5.88% -5.55%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

Credit Risk is in the generic IT skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Scotland with a requirement for generic IT skills.

Generic IT Skills
Scotland
Contract job vacancies with a requirement for generic IT skills 621 1022 848
As % of all contract IT job vacancies advertised in Scotland 28.68% 34.77% 27.76%
Number of daily rates quoted 313 553 396
Median daily rate £375 £350 £363
Median daily rate % change year-on-year +7.14% -3.44%  
90% offered a daily rate of more than £250 £225 £219
10% offered a daily rate of more than £475 £500 £473
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.02% +3.53%  
Number of hourly rates quoted 26 34 38
Median hourly rate £41.50 £40.00 £30.25
Median hourly rate % change year-on-year +3.75% +32.23%  
90% offered a hourly rate of more than £16.90 £14.53 £12.55
10% offered a hourly rate of more than £45.00 £46.60 £55.00
UK excluding London median hourly rate £25.00 £22.75 £18.69
% change year-on-year +9.89% +21.72%  

Credit Risk
Job Vacancy Trend in Scotland

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

Job vacancy trend for Credit Risk in Scotland

Credit Risk
Contractor Daily Rate Trend in Scotland

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Credit Risk in Scotland.

Contractor daily rate trend for Credit Risk in Scotland

Credit Risk
Contractor Daily Rate Histogram in Scotland

The daily rate distribution of IT jobs citing Credit Risk in Scotland over the 3 months to 22 June 2017.

Contractor daily rate histogram for Credit Risk in Scotland

Credit Risk
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Credit Risk within the Scotland region over the 3 months to 22 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh 0 18 £400 -11.11% 10
Glasgow +9 4 £400 -
Credit Risk
UK

For the 6 months to 22 June 2017, IT contractor 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 contract ads across the Scotland region with a requirement for Credit Risk.

1 21 (63.64%) Finance
2 16 (48.48%) Banking
3 12 (36.36%) SQL
4 11 (33.33%) Retail
5 9 (27.27%) Retail Banking
5 9 (27.27%) User Acceptance Testing
6 8 (24.24%) Stakeholder Management
6 8 (24.24%) Data Warehouse
7 7 (21.21%) SAS
8 6 (18.18%) Delphi
8 6 (18.18%) Microsoft Excel
8 6 (18.18%) SQL Server
8 6 (18.18%) Risk Management
9 5 (15.15%) Migration
9 5 (15.15%) Business Intelligence
9 5 (15.15%) Business Analysis
10 4 (12.12%) Predictive Analysis
10 4 (12.12%) Credit Risk Modelling
10 4 (12.12%) Regulatory Compliance
10 4 (12.12%) Analytics
10 4 (12.12%) SQL Server Integration Services
10 4 (12.12%) Microsoft
10 4 (12.12%) SQL Server Reporting Services
10 4 (12.12%) MVC
11 3 (9.09%) Workflow
11 3 (9.09%) MS Access
11 3 (9.09%) Oracle
11 3 (9.09%) Data Modelling
11 3 (9.09%) Degree
11 3 (9.09%) QA

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 7 (21.21%) SAS
Applications
1 6 (18.18%) Microsoft Excel
2 1 (3.03%) Microsoft PowerPoint
2 1 (3.03%) Microsoft Project
2 1 (3.03%) MS Visio
Database & Business Intelligence
1 8 (24.24%) Data Warehouse
2 6 (18.18%) SQL Server
3 4 (12.12%) SQL Server Integration Services
3 4 (12.12%) SQL Server Reporting Services
4 3 (9.09%) MS Access
5 1 (3.03%) BusinessObjects
5 1 (3.03%) Hadoop
Development Applications
1 1 (3.03%) Bitbucket
1 1 (3.03%) Git (software)
General
1 21 (63.64%) Finance
2 16 (48.48%) Banking
3 11 (33.33%) Retail
4 9 (27.27%) Retail Banking
5 2 (6.06%) Marketing
6 1 (3.03%) Back Office
Job Titles
1 24 (72.73%) Analyst
2 10 (30.30%) Credit Analyst
2 10 (30.30%) Credit Risk Analyst
2 10 (30.30%) Risk Analyst
3 7 (21.21%) Test Analyst
4 6 (18.18%) Business Analyst
5 5 (15.15%) Credit Risk Business Analyst
5 5 (15.15%) Data Analyst
5 5 (15.15%) Risk Business Analyst
6 4 (12.12%) Credit Risk Modeller
6 4 (12.12%) Developer
6 4 (12.12%) SAS Analyst
7 3 (9.09%) Credit Risk Manager
7 3 (9.09%) Risk Manager
7 3 (9.09%) Senior Analyst
7 3 (9.09%) Senior Test Analyst
7 3 (9.09%) Test Manager
8 2 (6.06%) Data Analytics Analyst
8 2 (6.06%) SAS Business Analyst
8 2 (6.06%) Systems Analyst
Libraries, Frameworks & Software Standards
1 1 (3.03%) .NET
1 1 (3.03%) ASP.NET
1 1 (3.03%) ASP.NET MVC
1 1 (3.03%) XML
Miscellaneous
1 3 (9.09%) Analytical Skills
2 2 (6.06%) Hedge funds
2 2 (6.06%) IBM Mainframe
2 2 (6.06%) Mainframe
Processes & Methodologies
1 9 (27.27%) User Acceptance Testing
2 8 (24.24%) Stakeholder Management
3 6 (18.18%) Risk Management
4 5 (15.15%) Business Analysis
4 5 (15.15%) Business Intelligence
4 5 (15.15%) Migration
5 4 (12.12%) Analytics
5 4 (12.12%) Credit Risk Modelling
5 4 (12.12%) MVC
5 4 (12.12%) Predictive Analysis
5 4 (12.12%) Regulatory Compliance
6 3 (9.09%) Data Modelling
6 3 (9.09%) Defect Management
6 3 (9.09%) Scorecard
6 3 (9.09%) SDLC
6 3 (9.09%) System Integration Testing
6 3 (9.09%) Test Strategy
6 3 (9.09%) Workflow
7 2 (6.06%) Change Management
7 2 (6.06%) Programme Management
Programming Languages
1 12 (36.36%) SQL
2 6 (18.18%) Delphi
3 2 (6.06%) JCL
3 2 (6.06%) MATLAB
4 1 (3.03%) C#
4 1 (3.03%) VB
4 1 (3.03%) VB.NET
4 1 (3.03%) VBA
Qualifications
1 3 (9.09%) Degree
2 2 (6.06%) Numerate Degree
Quality Assurance & Compliance
1 3 (9.09%) Basel III
1 3 (9.09%) QA
2 2 (6.06%) Data Quality
Systems Management
1 2 (6.06%) HP Quality Center
Vendors
1 4 (12.12%) Microsoft
2 3 (9.09%) Oracle
3 2 (6.06%) IBM
3 2 (6.06%) Teradata
4 1 (3.03%) Perforce
4 1 (3.03%) Trillium
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