Period
to 24 May 2018

The table below looks at the prevalence of the term Credit Risk in permanent job vacancies advertised in England. Included is a benchmarking guide to the salaries offered in vacancies that have cited Credit Risk over the 6 months to 24 May 2018 with a comparison to the same period over the previous 2 years.

Credit Risk
UK > England
6 months to
24 May 2018
Same period 2017 Same period 2016
Rank 829 771 790
Rank change year-on-year -58 +19 -57
Permanent jobs citing Credit Risk 313 385 485
As % of all permanent IT jobs advertised in England 0.19% 0.24% 0.26%
As % of the Miscellaneous category 0.45% 0.57% 0.58%
Number of salaries quoted 228 321 367
England median annual salary £70,000 £62,500 £57,500
Median salary % change year-on-year +12.00% +8.70% -4.17%
10th Percentile £36,000 £40,000 £36,150
90th Percentile £110,000 £105,000 £91,250
UK median annual salary £67,500 £60,000 £57,500
% change year-on-year +12.50% +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 England with a requirement for generic IT skills.

All Generic IT Skills
England
Permanent vacancies with a requirement for generic IT skills 69,743 68,128 83,011
As % of all permanent IT jobs advertised in England 43.21% 42.70% 43.96%
Number of salaries quoted 54,659 55,186 68,186
England median annual salary £50,000 £49,500 £50,000
Median salary % change year-on-year +1.01% -1.00% +5.26%
10th Percentile £28,250 £27,500 £27,500
90th Percentile £85,000 £81,250 £78,750
UK median annual salary £50,000 £47,500 £48,750
% change year-on-year +5.26% -2.56% +6.42%

Credit Risk
Job Vacancy Trend in England

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

Job vacancy trend for Credit Risk in England

Credit Risk
Salary Trend in England

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

Salary trend for Credit Risk in England

Credit Risk
Salary Histogram in England

The salary distribution of IT jobs citing Credit Risk in England over the 6 months to 24 May 2018.

Salary histogram for Credit Risk in England

Credit Risk
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Credit Risk within the England region over the 6 months to 24 May 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
London -63 238 £75,000 +20.00% 33
South East +9 30 £40,000 -5.88%
North of England +6 20 £42,500 -22.73% 4
Midlands +4 19 £39,000 -13.33% 2
North West -8 11 £47,500 -32.14% 1
East Midlands -3 10 £32,500 -40.91% 1
West Midlands +8 9 £42,500 +3.03% 1
Yorkshire +23 8 £31,250 -35.57% 3
East of England 0 5 - - 1
South West -10 4 - -
North East -23 2 - -
Credit Risk
UK

For the 6 months to 24 May 2018, IT jobs citing Credit Risk also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the England region with a requirement for Credit Risk.

1 204 (65.18%) Finance
2 138 (44.09%) Analytics
3 109 (34.82%) SQL
4 108 (34.50%) Banking
5 91 (29.07%) Agile Software Development
6 89 (28.43%) SAS
7 87 (27.80%) Analytical Skills
8 78 (24.92%) Degree
9 63 (20.13%) Market Risk
10 56 (17.89%) Risk Management
11 55 (17.57%) Big Data
12 46 (14.70%) Front Office
12 46 (14.70%) R
13 44 (14.06%) Stakeholder Management
13 44 (14.06%) Problem-Solving
14 43 (13.74%) Business Intelligence
15 41 (13.10%) Java
16 40 (12.78%) Marketing
16 40 (12.78%) Mathematics
17 39 (12.46%) SQL Server
17 39 (12.46%) Project Management
18 38 (12.14%) HTML
18 38 (12.14%) Data Management
19 36 (11.50%) ETL
20 35 (11.18%) Web Services
21 34 (10.86%) Data Warehouse
21 34 (10.86%) C#
21 34 (10.86%) .NET
21 34 (10.86%) Fintech
22 33 (10.54%) Data Quality

Credit Risk
Co-occurring IT Skills in England 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 89 (28.43%) SAS
2 21 (6.71%) Apache
3 20 (6.39%) IIS
4 7 (2.24%) Apache Spark
5 2 (0.64%) Confluence
5 2 (0.64%) Tomcat
6 1 (0.32%) DataSynapse
6 1 (0.32%) Elasticsearch
6 1 (0.32%) NServiceBus
6 1 (0.32%) Oracle Coherence
6 1 (0.32%) Oracle SOA Suite
6 1 (0.32%) SharePoint
Applications
1 18 (5.75%) Microsoft Excel
2 7 (2.24%) Microsoft Office
3 5 (1.60%) Spreadsheet
4 4 (1.28%) Microsoft PowerPoint
5 2 (0.64%) Microsoft Project
6 1 (0.32%) MS Visio
6 1 (0.32%) SPSS
Business Applications
1 1 (0.32%) SessionCam
1 1 (0.32%) WebTrends
Cloud Services
1 10 (3.19%) Amazon AWS
2 2 (0.64%) Google Analytics
3 1 (0.32%) Adobe Analytics
3 1 (0.32%) Google Cloud Platform
3 1 (0.32%) Microsoft Azure
3 1 (0.32%) OpenShift
Communications & Networking
1 2 (0.64%) Broadband
1 2 (0.64%) HTTP
2 1 (0.32%) DSL
Database & Business Intelligence
1 55 (17.57%) Big Data
2 39 (12.46%) SQL Server
3 34 (10.86%) Data Warehouse
4 20 (6.39%) Base SAS
5 19 (6.07%) SAS Enterprise Guide
6 9 (2.88%) NoSQL
7 8 (2.56%) Relational Database
8 7 (2.24%) Oracle Database
9 6 (1.92%) Power BI
10 4 (1.28%) BusinessObjects
10 4 (1.28%) Hadoop
10 4 (1.28%) PowerPivot
10 4 (1.28%) RDBMS
11 3 (0.96%) Blockchain
12 2 (0.64%) Oracle Database 10g
13 1 (0.32%) Data Mining
13 1 (0.32%) GIS
13 1 (0.32%) PostgreSQL
13 1 (0.32%) QlikView
13 1 (0.32%) Spotfire
Development Applications
1 19 (6.07%) JIRA
2 10 (3.19%) Git (software)
3 7 (2.24%) TeamCity
4 2 (0.64%) Bitbucket
4 2 (0.64%) Selenium
4 2 (0.64%) SonarQube
5 1 (0.32%) Atlassian Bamboo
5 1 (0.32%) Babel
5 1 (0.32%) CA Release Automation
5 1 (0.32%) Cucumber
5 1 (0.32%) Jasmine
5 1 (0.32%) Jenkins
5 1 (0.32%) JUnit
5 1 (0.32%) Maven
5 1 (0.32%) SpecFlow
5 1 (0.32%) Visual Studio
General
1 204 (65.18%) Finance
2 108 (34.50%) Banking
3 46 (14.70%) Front Office
4 40 (12.78%) Marketing
5 32 (10.22%) Investment Banking
6 18 (5.75%) Retail
7 17 (5.43%) Financial Institution
8 14 (4.47%) Advertising
9 13 (4.15%) Retail Banking
10 11 (3.51%) Corporate Banking
11 6 (1.92%) Billing
12 5 (1.60%) Telecoms
13 4 (1.28%) Games
13 4 (1.28%) General Ledger
13 4 (1.28%) Law
13 4 (1.28%) Legal
14 3 (0.96%) Back Office
14 3 (0.96%) International Banking
15 2 (0.64%) Automotive
15 2 (0.64%) Private Banking
Job Titles
1 129 (41.21%) Analyst
2 59 (18.85%) Risk Analyst
3 49 (15.65%) Credit Analyst
4 41 (13.10%) Credit Risk Analyst
5 39 (12.46%) Consultant
5 39 (12.46%) Developer
6 38 (12.14%) Business Analyst
7 29 (9.27%) Senior Analyst
8 22 (7.03%) Risk Manager
9 21 (6.71%) SAS Analyst
10 20 (6.39%) Senior Risk Analyst
11 18 (5.75%) Credit Risk Manager
12 17 (5.43%) SQL Analyst
13 16 (5.11%) Risk Business Analyst
14 14 (4.47%) C# Developer
14 14 (4.47%) Qualitative Analyst
14 14 (4.47%) Quantitative Analyst
15 12 (3.83%) Banking Analyst
16 11 (3.51%) IT Business Analyst
16 11 (3.51%) Principal Consultant
Libraries, Frameworks & Software Standards
1 38 (12.14%) HTML
2 35 (11.18%) Web Services
3 34 (10.86%) .NET
4 25 (7.99%) XML
5 18 (5.75%) JSP
6 9 (2.88%) Spring
7 8 (2.56%) AngularJS
8 6 (1.92%) CSS
8 6 (1.92%) HTML5
9 5 (1.60%) JMS
10 4 (1.28%) .NET Framework
11 3 (0.96%) Angular 2
11 3 (0.96%) Boost C++ Libraries
11 3 (0.96%) STL
12 2 (0.64%) ASP.NET
12 2 (0.64%) CSS3
12 2 (0.64%) RabbitMQ
12 2 (0.64%) React
12 2 (0.64%) REST
12 2 (0.64%) WPF
Miscellaneous
1 87 (27.80%) Analytical Skills
2 63 (20.13%) Market Risk
3 34 (10.86%) Fintech
4 26 (8.31%) Management Information System
5 20 (6.39%) Derivative
6 18 (5.75%) Foreign Exchange (FX)
7 15 (4.79%) Equities
8 14 (4.47%) Computer Science
9 13 (4.15%) Algorithms
10 12 (3.83%) PMI
11 9 (2.88%) Exotic Derivative
12 7 (2.24%) Cyberthreat
13 5 (1.60%) Greenfield Project
13 5 (1.60%) OTC Derivatives
13 5 (1.60%) Virtual Team
14 4 (1.28%) Hedge funds
15 3 (0.96%) Self-Motivation
16 2 (0.64%) Data Structures
16 2 (0.64%) Mainframe
16 2 (0.64%) User Experience
Operating Systems
1 31 (9.90%) Windows
2 30 (9.58%) Unix
3 22 (7.03%) AIX
3 22 (7.03%) HPUX
3 22 (7.03%) Solaris
4 8 (2.56%) Linux
5 1 (0.32%) Windows 7
5 1 (0.32%) Windows Server
5 1 (0.32%) Windows Server 2008
5 1 (0.32%) Windows Server 2012
Processes & Methodologies
1 138 (44.09%) Analytics
2 91 (29.07%) Agile Software Development
3 56 (17.89%) Risk Management
4 44 (14.06%) Problem-Solving
4 44 (14.06%) Stakeholder Management
5 43 (13.74%) Business Intelligence
6 40 (12.78%) Mathematics
7 39 (12.46%) Project Management
8 38 (12.14%) Data Management
9 36 (11.50%) ETL
10 30 (9.58%) Credit Risk Modelling
11 29 (9.27%) Data Integration
12 28 (8.95%) Credit Risk Management
12 28 (8.95%) Risk Analytics
12 28 (8.95%) Validation
12 28 (8.95%) Wealth Management
13 25 (7.99%) Data Science
14 24 (7.67%) Technical Architecture
15 23 (7.35%) Business Analysis
16 22 (7.03%) Kimball Methodology
Programming Languages
1 109 (34.82%) SQL
2 46 (14.70%) R
3 41 (13.10%) Java
4 34 (10.86%) C#
5 30 (9.58%) Python
6 20 (6.39%) C++
7 13 (4.15%) MATLAB
8 11 (3.51%) VBA
9 9 (2.88%) Scala
9 9 (2.88%) VB
10 8 (2.56%) JavaScript
11 6 (1.92%) PL/SQL
12 3 (0.96%) C
12 3 (0.96%) Java 8
13 2 (0.64%) PowerShell
13 2 (0.64%) T-SQL
14 1 (0.32%) Bash Shell
14 1 (0.32%) F#
14 1 (0.32%) PHP
14 1 (0.32%) Shell Script
Qualifications
1 78 (24.92%) Degree
2 19 (6.07%) PhD
3 18 (5.75%) CFA
4 12 (3.83%) Master's Degree
4 12 (3.83%) PMI Certification
5 6 (1.92%) ISEB
6 4 (1.28%) Postgraduate
7 3 (0.96%) Computer Science Degree
7 3 (0.96%) PMP
8 2 (0.64%) CCA
8 2 (0.64%) CISA
8 2 (0.64%) CRISC
8 2 (0.64%) Numerate Degree
8 2 (0.64%) SAS Certification
9 1 (0.32%) MBA
9 1 (0.32%) PRINCE2 Certification
Quality Assurance & Compliance
1 33 (10.54%) Data Quality
2 18 (5.75%) IFRS
2 18 (5.75%) IFRS 9
3 16 (5.11%) Dodd-Frank
3 16 (5.11%) MiFID
4 13 (4.15%) EMIR
5 5 (1.60%) Basel III
6 3 (0.96%) FINREP
6 3 (0.96%) QA
7 2 (0.64%) COBIT
8 1 (0.32%) Basel II
8 1 (0.32%) COREP
8 1 (0.32%) PMO
8 1 (0.32%) UCITS
System Software
1 2 (0.64%) Docker
2 1 (0.32%) GridGain
Systems Management
1 3 (0.96%) RSA Archer
2 2 (0.64%) HP Quality Center
2 2 (0.64%) Kubernetes
2 2 (0.64%) Oracle Enterprise Manager
3 1 (0.32%) Control-M
3 1 (0.32%) Kibana
3 1 (0.32%) logstash
Vendors
1 32 (10.22%) Oracle
2 9 (2.88%) Microsoft
3 6 (1.92%) CA Agile Central
4 5 (1.60%) BT
4 5 (1.60%) Google
4 5 (1.60%) Teradata
5 3 (0.96%) Informatica
5 3 (0.96%) ServiceNow
6 2 (0.64%) Ab Initio
6 2 (0.64%) DevExpress
6 2 (0.64%) Tableau
6 2 (0.64%) TSYS
7 1 (0.32%) Adobe
7 1 (0.32%) Amdocs
7 1 (0.32%) Atlassian
7 1 (0.32%) Bloomberg
7 1 (0.32%) Cognos
7 1 (0.32%) Foundry
7 1 (0.32%) ICL
7 1 (0.32%) Twitter