Period
to 20 August 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 20 August 2018 with a comparison to the same period over the previous 2 years.

Credit Risk
UK > England
6 months to
20 Aug 2018
Same period 2017 Same period 2016
Rank 802 644 818
Rank change year-on-year -158 +174 -112
Permanent jobs citing Credit Risk 338 580 434
As % of all permanent IT jobs advertised in England 0.21% 0.35% 0.23%
As % of the Miscellaneous category 0.49% 0.79% 0.54%
Number of salaries quoted 248 302 354
England median annual salary £70,250 £70,000 £57,500
Median salary % change year-on-year +0.36% +21.74% -4.17%
10th Percentile £37,125 £42,500 £35,650
90th Percentile £115,000 £107,250 £100,000
UK median annual salary £70,000 £65,000 £60,000
% change year-on-year +7.69% +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 England with a requirement for generic IT skills.

All Generic IT Skills
England
Permanent vacancies with a requirement for generic IT skills 68,906 73,628 80,752
As % of all permanent IT jobs advertised in England 43.66% 44.53% 43.47%
Number of salaries quoted 53,523 56,548 66,990
England median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £28,250 £27,500 £27,500
90th Percentile £85,000 £82,500 £80,000
UK median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

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 20 August 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 20 August 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 -140 267 £76,500 +7.37% 20
South East +25 28 £40,000 -5.88% 1
Midlands +40 25 £47,500 - 15
East Midlands -2 14 £32,500 -33.33% 12
North of England +12 12 £32,500 -50.00% 4
West Midlands +28 11 £56,250 +25.00% 3
Yorkshire +27 8 £32,500 -42.22% 4
East of England +21 4 - -
North West +14 3 £43,750 -37.50%
South West +5 2 £52,500 +45.83% 1
North East -18 1 £75,000 +127.27%
Credit Risk
UK

For the 6 months to 20 August 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.

1 237 (70.12%) Finance
2 148 (43.79%) Analytics
3 143 (42.31%) Banking
4 126 (37.28%) SQL
5 99 (29.29%) Agile Software Development
5 99 (29.29%) Analytical Skills
6 98 (28.99%) SAS
7 81 (23.96%) Degree
8 70 (20.71%) Big Data
9 69 (20.41%) Market Risk
10 66 (19.53%) Java
10 66 (19.53%) SQL Server
11 63 (18.64%) Investment Banking
12 59 (17.46%) HTML
13 58 (17.16%) Business Intelligence
14 56 (16.57%) Data Warehouse
14 56 (16.57%) .NET
15 55 (16.27%) C#
16 53 (15.68%) Stakeholder Management
17 51 (15.09%) Mathematics
18 50 (14.79%) Project Management
18 50 (14.79%) Problem-Solving
19 49 (14.50%) Data Management
20 47 (13.91%) Risk Management
21 45 (13.31%) ETL
21 45 (13.31%) Kimball Methodology
22 44 (13.02%) Inmon Methodology
22 44 (13.02%) Data Quality
22 44 (13.02%) Oracle
23 43 (12.72%) Unix

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 98 (28.99%) SAS
2 28 (8.28%) Apache
3 26 (7.69%) IIS
4 8 (2.37%) Apache Spark
5 3 (0.89%) Confluence
6 2 (0.59%) Elasticsearch
7 1 (0.30%) DataSynapse
7 1 (0.30%) NServiceBus
7 1 (0.30%) Oracle Coherence
7 1 (0.30%) Oracle SOA Suite
7 1 (0.30%) SharePoint
Applications
1 22 (6.51%) Microsoft Excel
2 7 (2.07%) SPSS
3 5 (1.48%) Microsoft Office
4 4 (1.18%) EViews
5 2 (0.59%) Microsoft Project
6 1 (0.30%) MS Visio
Business Applications
1 1 (0.30%) Adaptiv
1 1 (0.30%) Endur
Cloud Services
1 7 (2.07%) Amazon AWS
2 5 (1.48%) Google Analytics
3 4 (1.18%) Adobe Analytics
4 1 (0.30%) GitHub
4 1 (0.30%) Google Tag Manager
4 1 (0.30%) Microsoft Azure
4 1 (0.30%) OpenShift
Communications & Networking
1 3 (0.89%) DSL
Database & Business Intelligence
1 70 (20.71%) Big Data
2 66 (19.53%) SQL Server
3 56 (16.57%) Data Warehouse
4 28 (8.28%) SAS Enterprise Guide
5 26 (7.69%) Base SAS
6 22 (6.51%) Hadoop
7 13 (3.85%) Relational Database
8 9 (2.66%) Data Lake
9 7 (2.07%) Data Mining
9 7 (2.07%) NoSQL
9 7 (2.07%) SQL Server Integration Services
10 6 (1.78%) BusinessObjects
10 6 (1.78%) Power BI
10 6 (1.78%) SQL Server 2012
10 6 (1.78%) SQL Server Reporting Services
11 5 (1.48%) RDBMS
11 5 (1.48%) SQL Server 2014
12 4 (1.18%) MS Access
13 3 (0.89%) OLAP
13 3 (0.89%) Oracle OLAP
Development Applications
1 15 (4.44%) JIRA
2 12 (3.55%) Git (software)
3 10 (2.96%) TeamCity
4 7 (2.07%) Bitbucket
5 4 (1.18%) Cucumber
5 4 (1.18%) Selenium
6 3 (0.89%) Jasmine
6 3 (0.89%) JUnit
7 2 (0.59%) Karma Test Runner
7 2 (0.59%) SonarQube
8 1 (0.30%) Atlassian Bamboo
8 1 (0.30%) Babel
8 1 (0.30%) CA Release Automation
8 1 (0.30%) Jenkins
8 1 (0.30%) Maven
8 1 (0.30%) SpecFlow
8 1 (0.30%) Travis CI
8 1 (0.30%) Visual Studio
General
1 237 (70.12%) Finance
2 143 (42.31%) Banking
3 63 (18.64%) Investment Banking
4 40 (11.83%) Front Office
5 37 (10.95%) Marketing
6 19 (5.62%) Corporate Banking
6 19 (5.62%) Retail
7 15 (4.44%) Financial Institution
8 12 (3.55%) Advertising
9 10 (2.96%) Retail Banking
10 6 (1.78%) General Ledger
11 5 (1.48%) Back Office
11 5 (1.48%) Manufacturing
11 5 (1.48%) Telecoms
12 4 (1.18%) Electronics
12 4 (1.18%) Law
13 3 (0.89%) Billing
13 3 (0.89%) Games
13 3 (0.89%) Legal
14 2 (0.59%) Publishing
Job Titles
1 123 (36.39%) Analyst
2 61 (18.05%) Developer
3 54 (15.98%) Risk Analyst
4 47 (13.91%) Business Analyst
5 45 (13.31%) Credit Analyst
6 40 (11.83%) Credit Risk Analyst
7 37 (10.95%) Consultant
8 22 (6.51%) Risk Business Analyst
9 21 (6.21%) Senior Analyst
10 20 (5.92%) C# Developer
10 20 (5.92%) SAS Analyst
11 19 (5.62%) Credit Risk Business Analyst
11 19 (5.62%) Risk Manager
12 18 (5.33%) Credit Risk Manager
12 18 (5.33%) Qualitative Analyst
12 18 (5.33%) Quantitative Analyst
13 17 (5.03%) Architect
14 13 (3.85%) Management Consultant
14 13 (3.85%) SAS Risk Analyst
15 12 (3.55%) IT Analyst
Libraries, Frameworks & Software Standards
1 59 (17.46%) HTML
2 56 (16.57%) .NET
3 39 (11.54%) Web Services
4 37 (10.95%) XML
5 26 (7.69%) JSP
6 17 (5.03%) AngularJS
7 16 (4.73%) HTML5
8 10 (2.96%) Spring
9 6 (1.78%) CSS
9 6 (1.78%) RabbitMQ
10 5 (1.48%) Angular 2
10 5 (1.48%) ASP.NET
10 5 (1.48%) D3.js
10 5 (1.48%) J2EE
10 5 (1.48%) JMS
10 5 (1.48%) Kafka
10 5 (1.48%) Natural Language Processing
10 5 (1.48%) REST
11 4 (1.18%) .NET Framework
11 4 (1.18%) React
Miscellaneous
1 99 (29.29%) Analytical Skills
2 69 (20.41%) Market Risk
3 29 (8.58%) Equities
4 28 (8.28%) Management Information System
5 27 (7.99%) Fintech
6 20 (5.92%) Computer Science
6 20 (5.92%) Derivative
6 20 (5.92%) Foreign Exchange (FX)
7 12 (3.55%) Cyberthreat
7 12 (3.55%) PMI
7 12 (3.55%) Reference Data
8 9 (2.66%) Exotic Derivative
9 8 (2.37%) Algorithms
10 5 (1.48%) Greenfield Project
10 5 (1.48%) Self-Motivation
10 5 (1.48%) Social Media
11 4 (1.18%) OTC Derivatives
12 2 (0.59%) Hedge funds
12 2 (0.59%) Mainframe
12 2 (0.59%) Virtual Team
Operating Systems
1 43 (12.72%) Unix
2 40 (11.83%) Windows
3 33 (9.76%) AIX
3 33 (9.76%) HPUX
3 33 (9.76%) Solaris
4 7 (2.07%) Linux
5 1 (0.30%) Windows 7
5 1 (0.30%) Windows Server
5 1 (0.30%) Windows Server 2008
5 1 (0.30%) Windows Server 2012
Processes & Methodologies
1 148 (43.79%) Analytics
2 99 (29.29%) Agile Software Development
3 58 (17.16%) Business Intelligence
4 53 (15.68%) Stakeholder Management
5 51 (15.09%) Mathematics
6 50 (14.79%) Problem-Solving
6 50 (14.79%) Project Management
7 49 (14.50%) Data Management
8 47 (13.91%) Risk Management
9 45 (13.31%) ETL
9 45 (13.31%) Kimball Methodology
10 44 (13.02%) Inmon Methodology
11 42 (12.43%) Data Governance
12 38 (11.24%) Data Integration
13 36 (10.65%) Technical Architecture
14 31 (9.17%) Data Architecture
15 30 (8.88%) Credit Risk Modelling
16 26 (7.69%) Feasibility Study
16 26 (7.69%) Information Management
16 26 (7.69%) Volume Testing
Programming Languages
1 126 (37.28%) SQL
2 66 (19.53%) Java
3 55 (16.27%) C#
4 39 (11.54%) R
5 30 (8.88%) Python
6 24 (7.10%) C++
7 12 (3.55%) JavaScript
7 12 (3.55%) MATLAB
8 8 (2.37%) VBA
9 7 (2.07%) PL/SQL
9 7 (2.07%) VB
10 6 (1.78%) C
11 4 (1.18%) Java 8
11 4 (1.18%) Scala
11 4 (1.18%) T-SQL
12 3 (0.89%) TypeScript
12 3 (0.89%) XMLA
13 1 (0.30%) Bash Shell
13 1 (0.30%) CoffeeScript
13 1 (0.30%) F#
Qualifications
1 81 (23.96%) Degree
2 22 (6.51%) PhD
3 14 (4.14%) CFA
4 13 (3.85%) Master's Degree
5 12 (3.55%) PMI Certification
6 8 (2.37%) ISEB
7 6 (1.78%) Numerate Degree
8 3 (0.89%) ACCA
8 3 (0.89%) CISA
8 3 (0.89%) CRISC
8 3 (0.89%) PMP
8 3 (0.89%) Postgraduate
9 2 (0.59%) CCA
9 2 (0.59%) Computer Science Degree
9 2 (0.59%) ITIL Certification
10 1 (0.30%) CIMA
10 1 (0.30%) TOGAF Certification
Quality Assurance & Compliance
1 44 (13.02%) Data Quality
2 16 (4.73%) IFRS
3 15 (4.44%) IFRS 9
4 14 (4.14%) Dodd-Frank
5 13 (3.85%) MiFID
6 9 (2.66%) EMIR
7 8 (2.37%) Basel III
8 4 (1.18%) Basel II
8 4 (1.18%) FINREP
8 4 (1.18%) QA
9 3 (0.89%) COBIT
10 2 (0.59%) SLA
11 1 (0.30%) IAS 39
11 1 (0.30%) UCITS
System Software
1 3 (0.89%) Docker
2 1 (0.30%) GridGain
Systems Management
1 2 (0.59%) HP Quality Center
1 2 (0.59%) Kibana
1 2 (0.59%) Kubernetes
1 2 (0.59%) logstash
2 1 (0.30%) Control-M
2 1 (0.30%) Oracle Enterprise Manager
2 1 (0.30%) Terraform
Vendors
1 44 (13.02%) Oracle
2 15 (4.44%) Microsoft
3 7 (2.07%) SAP
4 6 (1.78%) CA Agile Central
4 6 (1.78%) Teradata
5 5 (1.48%) Google
6 4 (1.18%) Adobe
6 4 (1.18%) CA
7 2 (0.59%) Ab Initio
7 2 (0.59%) Cloudera
7 2 (0.59%) TSYS
8 1 (0.30%) Atlassian
8 1 (0.30%) DevExpress
8 1 (0.30%) Foundry
8 1 (0.30%) MuleSoft
8 1 (0.30%) Murex
8 1 (0.30%) ServiceNow
8 1 (0.30%) Solace
8 1 (0.30%) SunGard
8 1 (0.30%) Tableau