Period
to 21 January 2018

The table below looks at the prevalence of the term Credit Risk in permanent job vacancies advertised in the UK excluding London. Included is a benchmarking guide to the salaries offered in vacancies that have cited Credit Risk over the 6 months to 21 January 2018 with a comparison to the same period over the previous 2 years.

Credit Risk
UK > UK excluding London
6 months to
21 Jan 2018
Same period 2017 Same period 2016
Rank 800 773 771
Rank change year-on-year -27 -2 +25
Permanent jobs citing Credit Risk 104 139 223
As % of all permanent IT jobs advertised in the UK excluding London 0.11% 0.14% 0.19%
As % of the Miscellaneous category 0.28% 0.36% 0.49%
Number of salaries quoted 76 128 132
UK excluding London median annual salary £43,750 £45,000 £39,500
Median salary % change year-on-year -2.78% +13.92% -12.22%
10th Percentile £31,875 £32,000 £30,250
90th Percentile £72,500 £57,500 £95,000
UK median annual salary £65,000 £55,000 £57,500
% change year-on-year +18.18% -4.35% -4.17%

Credit Risk is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the UK excluding London with a requirement for generic IT skills.

All Generic IT Skills
UK excluding London
Permanent vacancies with a requirement for generic IT skills 37,305 38,136 45,455
As % of all permanent IT jobs advertised in the UK excluding London 37.95% 37.34% 38.20%
Number of salaries quoted 29,512 30,610 36,038
UK excluding London median annual salary £42,503 £42,500 £42,000
Median salary % change year-on-year +0.01% +1.19% +5.00%
10th Percentile £25,750 £25,000 £25,000
90th Percentile £67,500 £66,250 £65,000
UK median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Credit Risk
Job Vacancy Trend in the UK excluding London

Job postings citing Credit Risk as a percentage of all IT jobs advertised in the UK excluding London.

Job vacancy trend for Credit Risk in the UK excluding London

Credit Risk
Salary Trend in the UK excluding London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Credit Risk in the UK excluding London.

Salary trend for Credit Risk in the UK excluding London

Credit Risk
Salary Histogram in the UK excluding London

The salary distribution of IT jobs citing Credit Risk in the UK excluding London over the 6 months to 21 January 2018.

Salary histogram for Credit Risk in the UK excluding London

Credit Risk
Job Locations in the UK excluding London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Credit Risk within the UK excluding London region over the 6 months to 21 January 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
North of England +2 44 £40,000 -15.79% 5
North West -10 23 £47,500 - 2
Scotland -32 23 £45,000 -5.26% 9
South East +3 20 £65,000 +52.94% 3
Yorkshire +28 19 £35,000 -30.00% 2
Midlands +19 15 £39,000 +11.43% 1
West Midlands -2 10 £39,000 +11.43%
East Midlands +25 5 £42,750 -10.00% 1
North East -15 3 £72,500 +113.24% 1
South West -2 2 - - 1
Wales +17 1 £40,000 +14.29% 1
East of England +9 1 - - 1
Northern Ireland - 1 - -
Credit Risk
UK

For the 6 months to 21 January 2018, 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 UK excluding London region with a requirement for Credit Risk.

1 68 (65.38%) SAS
2 52 (50.00%) Analytics
3 50 (48.08%) Finance
4 35 (33.65%) Business Intelligence
5 34 (32.69%) SQL
6 29 (27.88%) Banking
6 29 (27.88%) Analytical Skills
7 24 (23.08%) Base SAS
8 19 (18.27%) Tableau
8 19 (18.27%) Marketing
9 17 (16.35%) Visualisation
9 17 (16.35%) Degree
10 15 (14.42%) Statistics
11 14 (13.46%) Risk Management
11 14 (13.46%) Agile Software Development
11 14 (13.46%) Data Modelling
12 13 (12.50%) Validation
12 13 (12.50%) R
13 12 (11.54%) Big Data
13 12 (11.54%) Risk Analytics
13 12 (11.54%) Mathematics
13 12 (11.54%) Credit Risk Modelling
13 12 (11.54%) Scorecard
13 12 (11.54%) Data Analysis
13 12 (11.54%) Oracle
14 11 (10.58%) Data Warehouse
14 11 (10.58%) IFRS
14 11 (10.58%) IFRS 9
14 11 (10.58%) QlikView
15 10 (9.62%) SAS Enterprise Guide

Credit Risk
Co-occurring IT Skills in the UK excluding London 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 68 (65.38%) SAS
2 1 (0.96%) CMS
Applications
1 7 (6.73%) SPSS
2 3 (2.88%) Microsoft Excel
3 1 (0.96%) Microsoft Office
3 1 (0.96%) Microsoft PowerPoint
Business Applications
1 1 (0.96%) WebTrends
Cloud Services
1 3 (2.88%) Microsoft Azure
Database & Business Intelligence
1 24 (23.08%) Base SAS
2 12 (11.54%) Big Data
3 11 (10.58%) Data Warehouse
3 11 (10.58%) QlikView
4 10 (9.62%) SAS Enterprise Guide
5 9 (8.65%) Power BI
6 8 (7.69%) BusinessObjects
7 7 (6.73%) BusinessObjects Web Intelligence
7 7 (6.73%) Lumira
7 7 (6.73%) Oracle Discoverer
7 7 (6.73%) Relational Database
7 7 (6.73%) Star Schema
8 3 (2.88%) SQL Server
9 1 (0.96%) MS Access
9 1 (0.96%) MySQL
9 1 (0.96%) SAS Data Integration Studio
9 1 (0.96%) SQL Server 2014
9 1 (0.96%) SQL Server 2016
9 1 (0.96%) SQL Server Integration Services
9 1 (0.96%) SQL Server Reporting Services
Development Applications
1 7 (6.73%) Toad
2 1 (0.96%) Git (software)
2 1 (0.96%) Grunt
2 1 (0.96%) gulp
2 1 (0.96%) Subversion
General
1 50 (48.08%) Finance
2 29 (27.88%) Banking
3 19 (18.27%) Marketing
4 9 (8.65%) International Banking
5 4 (3.85%) Telecoms
6 2 (1.92%) Advertising
6 2 (1.92%) Billing
6 2 (1.92%) Investment Banking
6 2 (1.92%) Retail
6 2 (1.92%) Retail Banking
7 1 (0.96%) Automotive
7 1 (0.96%) Financial Institution
7 1 (0.96%) Private Banking
7 1 (0.96%) Retail Finance
Job Titles
1 64 (61.54%) Analyst
2 35 (33.65%) Risk Analyst
3 33 (31.73%) Credit Analyst
4 27 (25.96%) Credit Risk Analyst
4 27 (25.96%) SAS Analyst
5 26 (25.00%) Senior Analyst
6 15 (14.42%) SAS Credit Risk Analyst
6 15 (14.42%) SAS Risk Analyst
6 15 (14.42%) Senior SAS Analyst
7 14 (13.46%) Consultant
8 13 (12.50%) Senior Risk Analyst
9 12 (11.54%) Data Analyst
10 11 (10.58%) Business Intelligence Analyst
11 8 (7.69%) Developer
11 8 (7.69%) Risk Manager
11 8 (7.69%) Senior Credit Risk Analyst
12 7 (6.73%) SAS Modeller
12 7 (6.73%) Senior Data Analyst
13 6 (5.77%) SAS Developer
14 5 (4.81%) SAS Consultant
Libraries, Frameworks & Software Standards
1 2 (1.92%) .NET
1 2 (1.92%) .NET Framework
1 2 (1.92%) HTML
2 1 (0.96%) Ajax
2 1 (0.96%) CSS
2 1 (0.96%) HTML5
2 1 (0.96%) JMS
2 1 (0.96%) JSP
2 1 (0.96%) REST
2 1 (0.96%) RESTful
2 1 (0.96%) Semantic HTML
2 1 (0.96%) SOAP
2 1 (0.96%) XHTML
2 1 (0.96%) XML
2 1 (0.96%) XSD
2 1 (0.96%) XSLT
Miscellaneous
1 29 (27.88%) Analytical Skills
2 8 (7.69%) Computer Science
3 2 (1.92%) Hedge funds
3 2 (1.92%) Management Information System
4 1 (0.96%) Algorithms
4 1 (0.96%) AS400
4 1 (0.96%) Derivative
4 1 (0.96%) FMCG
4 1 (0.96%) Market Risk
4 1 (0.96%) User Experience
Operating Systems
1 1 (0.96%) AIX
1 1 (0.96%) Linux
1 1 (0.96%) Solaris
1 1 (0.96%) Windows
1 1 (0.96%) Windows Server 2003
Processes & Methodologies
1 52 (50.00%) Analytics
2 35 (33.65%) Business Intelligence
3 17 (16.35%) Visualisation
4 15 (14.42%) Statistics
5 14 (13.46%) Agile Software Development
5 14 (13.46%) Data Modelling
5 14 (13.46%) Risk Management
6 13 (12.50%) Validation
7 12 (11.54%) Credit Risk Modelling
7 12 (11.54%) Data Analysis
7 12 (11.54%) Mathematics
7 12 (11.54%) Risk Analytics
7 12 (11.54%) Scorecard
8 10 (9.62%) Web Analytics
9 9 (8.65%) Data Visualisation
10 8 (7.69%) Customer Insight
11 7 (6.73%) Credit Risk Analytics
11 7 (6.73%) Kimball Methodology
11 7 (6.73%) Stress Testing
11 7 (6.73%) Time Management
Programming Languages
1 34 (32.69%) SQL
2 13 (12.50%) R
3 9 (8.65%) MATLAB
4 6 (5.77%) Python
5 4 (3.85%) Java
6 3 (2.88%) T-SQL
7 2 (1.92%) JavaScript
7 2 (1.92%) Scala
8 1 (0.96%) C++
8 1 (0.96%) PHP
8 1 (0.96%) Shell Script
8 1 (0.96%) VBA
Qualifications
1 17 (16.35%) Degree
2 9 (8.65%) SAS Certification
3 6 (5.77%) Postgraduate
4 3 (2.88%) Numerate Degree
Quality Assurance & Compliance
1 11 (10.58%) IFRS
1 11 (10.58%) IFRS 9
2 2 (1.92%) Basel III
3 1 (0.96%) Data Quality
Vendors
1 19 (18.27%) Tableau
2 12 (11.54%) Oracle
3 7 (6.73%) Alteryx
4 5 (4.81%) Microsoft
5 3 (2.88%) Apple
5 3 (2.88%) Facebook
5 3 (2.88%) Twitter
6 2 (1.92%) BT
7 1 (0.96%) Amdocs
7 1 (0.96%) MicroStrategy