Period
to 19 August 2017

The table below looks at the prevalence of the term Credit Risk in permanent job vacancies. Included is a benchmarking guide to the salaries offered in vacancies that have cited Credit Risk over the 6 months to 19 August 2017 with a comparison to the same period over the previous 2 years.

Credit Risk
UK
6 months to
19 Aug 2017
Same period 2016 Same period 2015
Rank 632 807 707
Rank change year-on-year +175 -100 -82
Permanent jobs citing Credit Risk 629 480 689
As % of all permanent IT jobs advertised in the UK 0.36% 0.24% 0.32%
As % of the Miscellaneous category 0.83% 0.58% 0.77%
Number of salaries quoted 338 379 438
UK median annual salary £65,000 £60,000 £59,500
Median salary % change year-on-year +8.33% +0.84% -3.25%
10th Percentile £34,775 £35,400 £32,500
90th Percentile £105,000 £100,000 £97,500
UK excluding London median annual salary £40,000 £50,000 £37,500
% change year-on-year -20.00% +33.33% -11.77%

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

Generic IT Skills
UK
Permanent job vacancies with a requirement for generic IT skills 75705 82161 89580
As % of all permanent IT job vacancies advertised in the UK 42.79% 41.66% 41.21%
Number of salaries quoted 57774 67209 71350
UK median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £27,500 £27,500 £26,250
90th Percentile £82,500 £80,000 £77,500
UK excluding London median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

Credit Risk
Job Vacancy Trend

Job postings citing Credit Risk as a percentage of all IT jobs advertised.

Job vacancy trend for Credit Risk in the UK

Credit Risk
Salary Trend

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

Salary trend for Credit Risk in the UK

Credit Risk
Salary Histogram

The salary distribution of IT jobs citing Credit Risk over the 6 months to 19 August 2017.

Salary histogram for Credit Risk in the UK

Credit Risk
Top 15 Job Locations

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 over the 6 months to 19 August 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
England +188 582 £70,000 +21.74% 32
London +161 532 £70,000 +3.70% 26
UK excluding London -2 92 £40,000 -20.00% 15
Scotland +4 34 £32,250 -56.42% 7
North of England -53 19 £65,000 +30.00% 4
Midlands +18 18 £47,500 -13.64%
East Midlands +23 12 £48,750 +39.29%
South East +58 9 £42,500 +13.33% 2
Yorkshire +20 9 £56,250 +12.50% 2
North West -59 9 £70,000 +55.56% 2
Wales - 8 £37,500 - 2
West Midlands +5 6 £45,000 -18.18%
South West -18 2 £36,000 -4.00%
East of England - 2 £70,000 -
North East +15 1 £33,000 +20.00%

For the 6 months to 19 August 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 with a requirement for Credit Risk.

1 461 (73.29%) Finance
2 435 (69.16%) Banking
3 369 (58.66%) SQL
4 302 (48.01%) Investment Banking
5 298 (47.38%) Analytics
6 264 (41.97%) Retail
7 244 (38.79%) Retail Banking
8 239 (38.00%) Wealth Management
9 235 (37.36%) Asset Management
10 198 (31.48%) Derivative
11 192 (30.52%) Risk Analytics
12 186 (29.57%) Agile Software Development
13 184 (29.25%) SDLC
14 181 (28.78%) Foreign Exchange (FX)
15 164 (26.07%) Analytical Skills
16 144 (22.89%) Market Risk
17 142 (22.58%) Risk Management
18 139 (22.10%) Microsoft Excel
19 135 (21.46%) JIRA
20 134 (21.30%) Java
21 122 (19.40%) Microsoft
22 121 (19.24%) Front Office
23 115 (18.28%) Equities
24 114 (18.12%) C#
24 114 (18.12%) Credit Risk Analytics
25 113 (17.97%) Business Analysis
26 107 (17.01%) Basel III
27 104 (16.53%) Project Management
28 96 (15.26%) Oracle
29 91 (14.47%) Computer Science

Credit Risk
Co-occurring IT Skills 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 88 (13.99%) SAS
2 20 (3.18%) Apache Spark
3 14 (2.23%) Oracle Coherence
4 8 (1.27%) GemFire
5 2 (0.32%) Tomcat
6 1 (0.16%) Apache Pig
6 1 (0.16%) CMS
6 1 (0.16%) IPython
6 1 (0.16%) Jupyter
6 1 (0.16%) WebLogic
Applications
1 139 (22.10%) Microsoft Excel
2 10 (1.59%) SPSS
3 6 (0.95%) Microsoft Office
3 6 (0.95%) Microsoft PowerPoint
3 6 (0.95%) MS Visio
4 1 (0.16%) Adobe Creative Suite
4 1 (0.16%) Gephi
4 1 (0.16%) InVision
4 1 (0.16%) Microsoft Project
Business Applications
1 2 (0.32%) SAP GRC
2 1 (0.16%) Oracle Utilities
2 1 (0.16%) SAP Bank Analyzer
2 1 (0.16%) Summit
2 1 (0.16%) WebTrends
Cloud Services
1 14 (2.23%) Google Analytics
2 10 (1.59%) Adobe Analytics
3 5 (0.79%) Amazon AWS
4 4 (0.64%) Amazon S3
4 4 (0.64%) Cloud Computing
4 4 (0.64%) SaaS
5 1 (0.16%) Microsoft Azure
Communications & Networking
1 1 (0.16%) SMS
Database & Business Intelligence
1 82 (13.04%) SQL Server
2 64 (10.17%) Big Data
3 59 (9.38%) Oracle Database
4 42 (6.68%) SQL Server Reporting Services
5 39 (6.20%) Data Warehouse
6 35 (5.56%) Oracle Database 11g
7 34 (5.41%) Oracle Database 10g
8 24 (3.82%) SQL Server Integration Services
9 20 (3.18%) SQL Server Analysis Services
10 19 (3.02%) Hadoop
11 18 (2.86%) Base SAS
12 17 (2.70%) Relational Database
13 15 (2.38%) QlikView
14 12 (1.91%) MS Access
15 11 (1.75%) BusinessObjects
15 11 (1.75%) SAS Enterprise Guide
16 10 (1.59%) Apache Hive
16 10 (1.59%) SAS Data Integration Studio
17 9 (1.43%) SAS Visual Analytics
18 8 (1.27%) NoSQL
Development Applications
1 135 (21.46%) JIRA
2 42 (6.68%) TeamCity
3 31 (4.93%) Visual Studio
4 18 (2.86%) Git (software)
5 16 (2.54%) Maven
6 10 (1.59%) Bitbucket
7 9 (1.43%) Jenkins
8 7 (1.11%) Selenium
9 6 (0.95%) Grunt
9 6 (0.95%) gulp
9 6 (0.95%) SpecFlow
9 6 (0.95%) Subversion
10 4 (0.64%) Atlassian Bamboo
10 4 (0.64%) Toad
11 3 (0.48%) NuGet
12 2 (0.32%) ProC
13 1 (0.16%) CruiseControl
13 1 (0.16%) HP UFT
13 1 (0.16%) JUnit
13 1 (0.16%) TestDirector
General
1 461 (73.29%) Finance
2 435 (69.16%) Banking
3 302 (48.01%) Investment Banking
4 264 (41.97%) Retail
5 244 (38.79%) Retail Banking
6 121 (19.24%) Front Office
7 72 (11.45%) Marketing
8 18 (2.86%) Corporate Banking
9 16 (2.54%) Financial Institution
10 9 (1.43%) Advertising
11 6 (0.95%) Legal
12 5 (0.79%) Back Office
13 3 (0.48%) Telecoms
14 2 (0.32%) Games
14 2 (0.32%) International Banking
15 1 (0.16%) German Language
15 1 (0.16%) Italian Language
Job Titles
1 219 (34.82%) Analyst
2 167 (26.55%) Developer
3 124 (19.71%) Business Analyst
4 110 (17.49%) Java Developer
5 95 (15.10%) Risk Analyst
6 76 (12.08%) Credit Analyst
7 70 (11.13%) Risk Business Analyst
8 66 (10.49%) Credit Risk Developer
9 65 (10.33%) Senior Developer
10 62 (9.86%) Credit Risk Java Developer
10 62 (9.86%) Senior Java Developer
11 55 (8.74%) Senior Credit Risk Java Developer
12 49 (7.79%) Risk Analytics Analyst
12 49 (7.79%) Risk Analytics Business Analyst
13 48 (7.63%) Senior Analyst
14 43 (6.84%) Head of Technology
15 42 (6.68%) Software Engineer
16 39 (6.20%) Market Risk Developer
17 37 (5.88%) C# Software Engineer
17 37 (5.88%) Senior Business Analyst
Libraries, Frameworks & Software Standards
1 42 (6.68%) Web Services
2 34 (5.41%) .NET
3 22 (3.50%) ASP.NET
4 19 (3.02%) ASP.NET MVC
4 19 (3.02%) WPF
4 19 (3.02%) XML
5 18 (2.86%) HTML
6 16 (2.54%) JMS
7 15 (2.38%) CSS
7 15 (2.38%) HTML5
8 13 (2.07%) Spring
9 12 (1.91%) AngularJS
10 9 (1.43%) CSS3
10 9 (1.43%) REST
11 8 (1.27%) Angular 2
11 8 (1.27%) JPA
12 7 (1.11%) Guice
12 7 (1.11%) Hibernate
13 6 (0.95%) .NET Framework
13 6 (0.95%) ASP.NET Web API
Miscellaneous
1 198 (31.48%) Derivative
2 181 (28.78%) Foreign Exchange (FX)
3 164 (26.07%) Analytical Skills
4 144 (22.89%) Market Risk
5 115 (18.28%) Equities
6 91 (14.47%) Computer Science
6 91 (14.47%) OTC Derivatives
7 54 (8.59%) Fixed Income
8 50 (7.95%) Equity Derivative
9 22 (3.50%) Hedge funds
10 18 (2.86%) Greenfield Project
11 14 (2.23%) Social Media
12 11 (1.75%) Virtual Team
13 9 (1.43%) Enterprise Software
13 9 (1.43%) Reference Data
13 9 (1.43%) User Experience
14 7 (1.11%) Algorithms
14 7 (1.11%) Credit Derivative
15 5 (0.79%) AS400
15 5 (0.79%) Management Information System
Operating Systems
1 49 (7.79%) Linux
2 40 (6.36%) Windows
3 15 (2.38%) Unix
4 6 (0.95%) AIX
4 6 (0.95%) Solaris
5 5 (0.79%) Windows Server 2003
6 1 (0.16%) SUSE Linux Enterprise Server
Processes & Methodologies
1 298 (47.38%) Analytics
2 239 (38.00%) Wealth Management
3 235 (37.36%) Asset Management
4 192 (30.52%) Risk Analytics
5 186 (29.57%) Agile Software Development
6 184 (29.25%) SDLC
7 142 (22.58%) Risk Management
8 114 (18.12%) Credit Risk Analytics
9 113 (17.97%) Business Analysis
10 104 (16.53%) Project Management
11 88 (13.99%) Business Intelligence
12 87 (13.83%) Credit Risk Management
13 77 (12.24%) TDD
14 64 (10.17%) Stakeholder Management
15 54 (8.59%) Project Planning
16 53 (8.43%) Web Analytics
17 49 (7.79%) Software Engineering
18 47 (7.47%) Data Integration
18 47 (7.47%) Matrix Organization
19 44 (7.00%) Quantitative Research
Programming Languages
1 369 (58.66%) SQL
2 134 (21.30%) Java
3 114 (18.12%) C#
4 44 (7.00%) R
4 44 (7.00%) VBA
5 31 (4.93%) PowerShell
6 30 (4.77%) JavaScript
7 27 (4.29%) Python
8 21 (3.34%) PL/SQL
9 13 (2.07%) MATLAB
10 12 (1.91%) Scala
10 12 (1.91%) VB.NET
11 9 (1.43%) C
11 9 (1.43%) C++
12 8 (1.27%) T-SQL
13 6 (0.95%) Shell Script
14 3 (0.48%) VB
15 2 (0.32%) Perl
15 2 (0.32%) PHP
15 2 (0.32%) PROC SQL
Qualifications
1 71 (11.29%) Degree
2 12 (1.91%) Computer Science Degree
3 8 (1.27%) PhD
4 7 (1.11%) Master's Degree
4 7 (1.11%) Numerate Degree
5 5 (0.79%) MBA
6 3 (0.48%) Postgraduate
7 2 (0.32%) SAS Certification
8 1 (0.16%) CFA
8 1 (0.16%) CIMA
8 1 (0.16%) CISA
8 1 (0.16%) CISSP
8 1 (0.16%) PMI Certification
Quality Assurance & Compliance
1 107 (17.01%) Basel III
2 24 (3.82%) MiFID
3 18 (2.86%) IFRS
4 17 (2.70%) IFRS 9
5 11 (1.75%) QA
6 10 (1.59%) Data Quality
7 6 (0.95%) IAS 39
8 5 (0.79%) Basel II
8 5 (0.79%) Dodd-Frank
8 5 (0.79%) EMIR
9 2 (0.32%) Solvency II
10 1 (0.16%) COREP
10 1 (0.16%) GDPR
10 1 (0.16%) ISO/IEC 27001
10 1 (0.16%) PCI DSS
10 1 (0.16%) PMO
10 1 (0.16%) Sarbanes-Oxley
10 1 (0.16%) SLA
System Software
1 1 (0.16%) HDFS
1 1 (0.16%) Platform Symphony
Systems Management
1 4 (0.64%) HP Quality Center
2 2 (0.32%) Control-M
2 2 (0.32%) Tivoli
3 1 (0.16%) BladeLogic
3 1 (0.16%) ITRS Geneos
3 1 (0.16%) Systems Management Server (SMS)
Vendors
1 122 (19.40%) Microsoft
2 96 (15.26%) Oracle
3 19 (3.02%) Tableau
4 14 (2.23%) Google
5 13 (2.07%) DevExpress
6 11 (1.75%) Adobe
7 10 (1.59%) Perforce
8 8 (1.27%) Teradata
9 6 (0.95%) SAP
10 4 (0.64%) Cloudera
11 3 (0.48%) Alteryx
11 3 (0.48%) Cognos
11 3 (0.48%) Murex
12 2 (0.32%) Hitwise
12 2 (0.32%) HP
13 1 (0.16%) Atlassian
13 1 (0.16%) Facebook
13 1 (0.16%) Greenplum
13 1 (0.16%) Omniture
13 1 (0.16%) Twitter