Period
to 19 November 2017

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 19 November 2017 with a comparison to the same period over the previous 2 years.

Credit Risk
UK > UK excluding London
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 817 802 733
Rank change year-on-year -15 -69 +48
Permanent jobs citing Credit Risk 102 155 270
As % of all permanent IT jobs advertised in the UK excluding London 0.10% 0.14% 0.22%
As % of the Miscellaneous category 0.27% 0.38% 0.57%
Number of salaries quoted 84 136 141
UK excluding London median annual salary £40,000 £42,500 £37,500
Median salary % change year-on-year -5.88% +13.33% -11.76%
10th Percentile £28,500 £32,000 £27,500
90th Percentile £67,500 £64,375 £95,000
UK median annual salary £65,000 £55,000 £60,000
% change year-on-year +18.18% -8.33% -

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 38270 41192 47256
As % of all permanent IT jobs advertised in the UK excluding London 38.50% 37.63% 37.88%
Number of salaries quoted 30391 33019 37280
UK excluding London median annual salary £42,500 £42,500 £41,000
Median salary % change year-on-year - +3.66% +2.50%
10th Percentile £25,250 £25,000 £24,500
90th Percentile £67,500 £67,000 £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 19 November 2017.

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 19 November 2017. 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
Scotland +7 29 £40,000 -15.79% 1
North of England -25 29 £38,500 -16.76% 6
Midlands +23 17 £46,250 +8.82%
South East +34 16 £52,500 +40.00%
Yorkshire +22 14 £33,750 -32.50%
North West -23 14 £40,000 -11.11% 6
East Midlands +38 9 £47,500 -
West Midlands 0 8 £45,000 +9.09%
Wales +23 6 £40,000 +14.29%
South West +13 3 £36,000 -4.00%
East of England - 2 £70,000 -
North East +4 1 £72,500 +113.24%
Credit Risk
UK

For the 6 months to 19 November 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 UK excluding London region with a requirement for Credit Risk.

1 66 (64.71%) SAS
2 57 (55.88%) Finance
3 48 (47.06%) Analytics
4 45 (44.12%) SQL
5 40 (39.22%) Business Intelligence
6 28 (27.45%) Banking
7 27 (26.47%) Analytical Skills
8 26 (25.49%) Base SAS
9 23 (22.55%) Marketing
10 20 (19.61%) Degree
11 17 (16.67%) Big Data
11 17 (16.67%) Statistics
11 17 (16.67%) Data Warehouse
12 16 (15.69%) Agile Software Development
12 16 (15.69%) R
12 16 (15.69%) Tableau
13 15 (14.71%) Visualisation
14 14 (13.73%) Web Analytics
14 14 (13.73%) Mathematics
15 12 (11.76%) BusinessObjects
15 12 (11.76%) Data Modelling
16 11 (10.78%) SAS Enterprise Guide
16 11 (10.78%) Oracle
16 11 (10.78%) Data Analysis
16 11 (10.78%) Risk Management
17 10 (9.80%) Validation
17 10 (9.80%) Microsoft Excel
18 9 (8.82%) Python
18 9 (8.82%) MATLAB
18 9 (8.82%) Economics

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 66 (64.71%) SAS
2 2 (1.96%) Apache Spark
2 2 (1.96%) CMS
Applications
1 10 (9.80%) Microsoft Excel
2 7 (6.86%) SPSS
3 1 (0.98%) Microsoft Office
Business Applications
1 2 (1.96%) WebTrends
2 1 (0.98%) Oracle Utilities
Cloud Services
1 3 (2.94%) Microsoft Azure
2 2 (1.96%) Amazon AWS
2 2 (1.96%) Cloud Computing
Communications & Networking
1 1 (0.98%) SMS
Database & Business Intelligence
1 26 (25.49%) Base SAS
2 17 (16.67%) Big Data
2 17 (16.67%) Data Warehouse
3 12 (11.76%) BusinessObjects
4 11 (10.78%) SAS Enterprise Guide
5 9 (8.82%) QlikView
6 7 (6.86%) BusinessObjects Web Intelligence
6 7 (6.86%) Lumira
6 7 (6.86%) Oracle Discoverer
6 7 (6.86%) Power BI
6 7 (6.86%) Relational Database
6 7 (6.86%) SQL Server
6 7 (6.86%) Star Schema
7 5 (4.90%) SQL Server Integration Services
7 5 (4.90%) SQL Server Reporting Services
8 3 (2.94%) MS Access
8 3 (2.94%) SQL Server 2014
9 2 (1.96%) Apache Hive
9 2 (1.96%) SQL Server Analysis Services
9 2 (1.96%) SSDT
Development Applications
1 7 (6.86%) Toad
2 2 (1.96%) Git (software)
2 2 (1.96%) Grunt
2 2 (1.96%) gulp
2 2 (1.96%) Subversion
General
1 57 (55.88%) Finance
2 28 (27.45%) Banking
3 23 (22.55%) Marketing
4 8 (7.84%) International Banking
5 5 (4.90%) Retail
5 5 (4.90%) Retail Banking
6 3 (2.94%) Financial Institution
7 2 (1.96%) Back Office
8 1 (0.98%) Investment Banking
8 1 (0.98%) Legal
8 1 (0.98%) Retail Finance
8 1 (0.98%) Telecoms
Job Titles
1 68 (66.67%) Analyst
2 31 (30.39%) Risk Analyst
3 29 (28.43%) Credit Analyst
4 26 (25.49%) Senior Analyst
5 23 (22.55%) SAS Analyst
6 22 (21.57%) Credit Risk Analyst
7 15 (14.71%) Data Analyst
8 13 (12.75%) Developer
8 13 (12.75%) Senior SAS Analyst
9 12 (11.76%) Consultant
9 12 (11.76%) SAS Credit Risk Analyst
9 12 (11.76%) SAS Risk Analyst
9 12 (11.76%) Senior Risk Analyst
10 8 (7.84%) Senior Credit Risk Analyst
11 7 (6.86%) Business Intelligence Analyst
11 7 (6.86%) SAS Consultant
12 6 (5.88%) Credit Risk Modeller
12 6 (5.88%) SAS Developer
12 6 (5.88%) SAS Modeller
12 6 (5.88%) SQL Developer
Libraries, Frameworks & Software Standards
1 3 (2.94%) XML
2 2 (1.96%) .NET
2 2 (1.96%) .NET Framework
2 2 (1.96%) Ajax
2 2 (1.96%) CSS
2 2 (1.96%) HTML
2 2 (1.96%) HTML5
2 2 (1.96%) MDX
2 2 (1.96%) REST
2 2 (1.96%) Semantic HTML
2 2 (1.96%) XHTML
3 1 (0.98%) JMS
3 1 (0.98%) JSP
3 1 (0.98%) RESTful
3 1 (0.98%) SOAP
3 1 (0.98%) XSD
3 1 (0.98%) XSLT
Miscellaneous
1 27 (26.47%) Analytical Skills
2 9 (8.82%) Computer Science
3 4 (3.92%) Hedge funds
4 2 (1.96%) FMCG
4 2 (1.96%) User Experience
5 1 (0.98%) AS400
5 1 (0.98%) Data Structures
5 1 (0.98%) Derivative
5 1 (0.98%) Mainframe
5 1 (0.98%) Management Information System
Operating Systems
1 1 (0.98%) AIX
1 1 (0.98%) Linux
1 1 (0.98%) Solaris
1 1 (0.98%) Windows
1 1 (0.98%) Windows Server 2003
Processes & Methodologies
1 48 (47.06%) Analytics
2 40 (39.22%) Business Intelligence
3 17 (16.67%) Statistics
4 16 (15.69%) Agile Software Development
5 15 (14.71%) Visualisation
6 14 (13.73%) Mathematics
6 14 (13.73%) Web Analytics
7 12 (11.76%) Data Modelling
8 11 (10.78%) Data Analysis
8 11 (10.78%) Risk Management
9 10 (9.80%) Validation
10 9 (8.82%) Data Visualisation
10 9 (8.82%) Economics
10 9 (8.82%) Kimball Methodology
11 8 (7.84%) Customer Analytics
11 8 (7.84%) Risk Analytics
11 8 (7.84%) Stress Testing
12 7 (6.86%) Coaching
12 7 (6.86%) Time Management
12 7 (6.86%) User Acceptance Testing
Programming Languages
1 45 (44.12%) SQL
2 16 (15.69%) R
3 9 (8.82%) MATLAB
3 9 (8.82%) Python
4 6 (5.88%) VBA
5 5 (4.90%) T-SQL
6 4 (3.92%) C#
7 3 (2.94%) Java
7 3 (2.94%) JavaScript
8 2 (1.96%) PHP
8 2 (1.96%) Scala
9 1 (0.98%) C++
9 1 (0.98%) SAS Macro
9 1 (0.98%) Shell Script
Qualifications
1 20 (19.61%) Degree
2 7 (6.86%) SAS Certification
3 6 (5.88%) Postgraduate
4 3 (2.94%) Numerate Degree
Quality Assurance & Compliance
1 5 (4.90%) IFRS
1 5 (4.90%) IFRS 9
2 3 (2.94%) Basel III
2 3 (2.94%) QA
3 2 (1.96%) Basel II
4 1 (0.98%) Data Quality
4 1 (0.98%) PMO
4 1 (0.98%) Solvency II
Systems Management
1 1 (0.98%) Systems Management Server (SMS)
Vendors
1 16 (15.69%) Tableau
2 11 (10.78%) Oracle
3 8 (7.84%) Microsoft
4 7 (6.86%) Alteryx
5 3 (2.94%) Apple
5 3 (2.94%) Facebook
5 3 (2.94%) Twitter
6 1 (0.98%) Intel
6 1 (0.98%) MicroStrategy