Period
to 23 September 2019

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 23 September 2019 with a comparison to the same period over the previous 2 years.

Credit Risk
UK > England
6 months to
23 Sep 2019
Same period 2018 Same period 2017
Rank 851 811 660
Rank change year-on-year -40 -151 +122
Permanent jobs citing Credit Risk 208 323 581
As % of all permanent IT jobs advertised in England 0.16% 0.21% 0.35%
As % of the Miscellaneous category 0.41% 0.53% 0.87%
Number of salaries quoted 172 241 260
England median annual salary £75,000 £75,000 £70,000
Median salary % change year-on-year - +7.14% +24.44%
10th Percentile £35,000 £36,250 £41,250
90th Percentile £105,000 £117,500 £108,875
UK median annual salary £75,000 £70,000 £67,500
% change year-on-year +7.14% +3.70% +17.39%

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 50,728 60,994 66,961
As % of all permanent IT jobs advertised in England 39.21% 39.55% 40.59%
Number of salaries quoted 38,311 46,935 50,023
England median annual salary £53,500 £52,500 £50,000
Median salary % change year-on-year +1.90% +5.00% -
10th Percentile £29,750 £28,885 £27,500
90th Percentile £90,000 £86,250 £82,500
UK median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% -

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 23 September 2019.

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 23 September 2019. 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 -1 170 £77,500 -3.13% 11
Midlands +37 26 £34,000 -30.26% 2
West Midlands +44 22 £34,000 -39.56% 1
South East +24 8 £67,500 +58.82%
East Midlands +12 4 - - 1
North of England +4 4 £40,000 +23.08% 1
North West +23 2 £57,500 +31.43% 1
North East +26 1 £30,000 -60.00%
Yorkshire -18 1 £40,000 +33.33%
Credit Risk
UK

For the 6 months to 23 September 2019, 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.

1 130 (62.50%) Finance
2 104 (50.00%) Banking
3 87 (41.83%) SQL
4 85 (40.87%) Java
5 65 (31.25%) Analytics
6 57 (27.40%) Front Office
7 54 (25.96%) Python
8 52 (25.00%) Degree
9 51 (24.52%) Agile Software Development
10 45 (21.63%) Mathematics
10 45 (21.63%) Big Data
11 44 (21.15%) Investment Banking
12 39 (18.75%) Credit Risk Management
12 39 (18.75%) Credit Risk Modelling
13 38 (18.27%) R
14 36 (17.31%) Risk Management
14 36 (17.31%) Software Engineering
14 36 (17.31%) SQL Server Reporting Services
14 36 (17.31%) Market Risk
15 35 (16.83%) Derivative
15 35 (16.83%) Fixed Income
16 34 (16.35%) C#
16 34 (16.35%) Computer Science
17 33 (15.87%) Foreign Exchange (FX)
17 33 (15.87%) SAS
18 32 (15.38%) Power BI
18 32 (15.38%) Greenfield Project
18 32 (15.38%) Power Platform
19 31 (14.90%) Data Science
19 31 (14.90%) Microservices

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 33 (15.87%) SAS
2 13 (6.25%) Apache Spark
3 7 (3.37%) Elasticsearch
4 3 (1.44%) Confluence
5 2 (0.96%) Jetty
5 2 (0.96%) Tomcat
6 1 (0.48%) Oracle Coherence
Applications
1 9 (4.33%) Microsoft Excel
2 5 (2.40%) Microsoft Office
3 2 (0.96%) Adobe Illustrator
3 2 (0.96%) Microsoft PowerPoint
3 2 (0.96%) MS Visio
3 2 (0.96%) Photoshop
Business Applications
1 4 (1.92%) SAP CO
1 4 (1.92%) SAP FI
1 4 (1.92%) SAP FI/CO
Cloud Services
1 32 (15.38%) Power Platform
2 15 (7.21%) AWS
3 9 (4.33%) Amazon S3
4 2 (0.96%) OpenShift
5 1 (0.48%) GitHub
Database & Business Intelligence
1 45 (21.63%) Big Data
2 36 (17.31%) SQL Server Reporting Services
3 32 (15.38%) Power BI
4 29 (13.94%) Relational Database
4 29 (13.94%) SQL Server Integration Services
5 24 (11.54%) RDBMS
6 21 (10.10%) SQL Server
7 14 (6.73%) DB2
8 13 (6.25%) SQL Server Analysis Services
9 9 (4.33%) Amazon Athena
9 9 (4.33%) Amazon DynamoDB
9 9 (4.33%) Amazon RDS
9 9 (4.33%) Data Warehouse
9 9 (4.33%) Hadoop
10 7 (3.37%) MongoDB
11 5 (2.40%) SQL Server 2012
11 5 (2.40%) SQL Server 2016
12 3 (1.44%) Data Lake
12 3 (1.44%) Impala
12 3 (1.44%) NoSQL
Development Applications
1 14 (6.73%) JIRA
2 7 (3.37%) Git (software)
3 5 (2.40%) Jenkins
3 5 (2.40%) Maven
3 5 (2.40%) Visual Studio
4 2 (0.96%) Axure RP
4 2 (0.96%) TeamCity
5 1 (0.48%) Bitbucket
5 1 (0.48%) JConsole
5 1 (0.48%) jMock
5 1 (0.48%) JProfiler
5 1 (0.48%) JUnit
5 1 (0.48%) Sonatype Nexus
5 1 (0.48%) VisualVM
General
1 130 (62.50%) Finance
2 104 (50.00%) Banking
3 57 (27.40%) Front Office
4 44 (21.15%) Investment Banking
5 25 (12.02%) Marketing
6 11 (5.29%) Retail Banking
7 10 (4.81%) Financial Institution
8 9 (4.33%) Legal
8 9 (4.33%) Retail
9 7 (3.37%) Telecoms
10 6 (2.88%) Back Office
11 5 (2.40%) Advertising
12 4 (1.92%) Corporate Banking
13 1 (0.48%) International Banking
Job Titles
1 84 (40.38%) Developer
2 56 (26.92%) Java Developer
3 42 (20.19%) Analyst
4 27 (12.98%) Lead Developer
5 26 (12.50%) Credit Risk Developer
5 26 (12.50%) Credit Risk Java Developer
5 26 (12.50%) Lead Java Developer
6 23 (11.06%) J2EE Developer
6 23 (11.06%) Java/J2EE Developer
7 21 (10.10%) SQL Developer
8 20 (9.62%) Front Office Developer
9 19 (9.13%) Senior Developer
10 18 (8.65%) Risk Analyst
11 17 (8.17%) Credit Analyst
12 16 (7.69%) Business Analyst
13 15 (7.21%) Consultant
13 15 (7.21%) Data Scientist
14 14 (6.73%) Credit Risk Analyst
14 14 (6.73%) Senior Data Scientist
15 12 (5.77%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 23 (11.06%) J2EE
1 23 (11.06%) J2SE
2 16 (7.69%) AngularJS
3 15 (7.21%) Web Services
4 13 (6.25%) .NET
5 12 (5.77%) React
6 11 (5.29%) Natural Language Processing
7 10 (4.81%) Node.js
7 10 (4.81%) WPF
8 8 (3.85%) RESTful
9 7 (3.37%) Django
9 7 (3.37%) NumPy
9 7 (3.37%) Pandas
9 7 (3.37%) SciPy
10 6 (2.88%) Java Concurrency
10 6 (2.88%) Kafka
11 5 (2.40%) HTML
12 4 (1.92%) CSS
12 4 (1.92%) D3.js
12 4 (1.92%) Spring
Miscellaneous
1 36 (17.31%) Market Risk
2 35 (16.83%) Derivative
2 35 (16.83%) Fixed Income
3 33 (15.87%) Foreign Exchange (FX)
4 32 (15.38%) Greenfield Project
5 30 (14.42%) Equities
6 28 (13.46%) Analytical Skills
7 26 (12.50%) Algorithms
8 11 (5.29%) Exotic Derivative
8 11 (5.29%) Management Information System
9 5 (2.40%) Data Structures
10 4 (1.92%) User Experience
11 2 (0.96%) Enterprise Software
12 1 (0.48%) Cloud Native
12 1 (0.48%) OTC Derivatives
12 1 (0.48%) Reference Data
12 1 (0.48%) SWIFT
Operating Systems
1 7 (3.37%) Linux
2 5 (2.40%) Unix
3 4 (1.92%) Solaris
4 1 (0.48%) SUSE Linux Enterprise Server
4 1 (0.48%) Windows
Processes & Methodologies
1 65 (31.25%) Analytics
2 51 (24.52%) Agile Software Development
3 45 (21.63%) Mathematics
4 39 (18.75%) Credit Risk Management
4 39 (18.75%) Credit Risk Modelling
5 36 (17.31%) Risk Management
5 36 (17.31%) Software Engineering
6 34 (16.35%) Computer Science
7 31 (14.90%) Data Science
7 31 (14.90%) Microservices
7 31 (14.90%) Stakeholder Management
8 30 (14.42%) Machine Learning
8 30 (14.42%) Physics
9 29 (13.94%) Business Intelligence
10 21 (10.10%) Statistics
10 21 (10.10%) Web Analytics
11 19 (9.13%) Fintech
12 16 (7.69%) Predictive Modelling
12 16 (7.69%) Stress Testing
13 14 (6.73%) Quantitative Analysis
Programming Languages
1 87 (41.83%) SQL
2 85 (40.87%) Java
3 54 (25.96%) Python
4 38 (18.27%) R
5 34 (16.35%) C#
6 26 (12.50%) C++
7 19 (9.13%) JavaScript
7 19 (9.13%) Scala
8 18 (8.65%) C
9 12 (5.77%) VBA
10 11 (5.29%) MATLAB
11 5 (2.40%) Bash Shell
11 5 (2.40%) T-SQL
12 4 (1.92%) Korn
12 4 (1.92%) Shell Script
13 3 (1.44%) TypeScript
14 2 (0.96%) ES6
15 1 (0.48%) ABAP
Qualifications
1 52 (25.00%) Degree
2 24 (11.54%) PhD
3 7 (3.37%) CFA
3 7 (3.37%) SC Cleared
3 7 (3.37%) Security Cleared
4 5 (2.40%) Computer Science Degree
4 5 (2.40%) Master's Degree
5 3 (1.44%) Numerate Degree
6 1 (0.48%) CISA
6 1 (0.48%) CISM
6 1 (0.48%) CISSP
Quality Assurance & Compliance
1 16 (7.69%) IFRS
1 16 (7.69%) IFRS 9
2 13 (6.25%) Basel II
3 6 (2.88%) Data Quality
3 6 (2.88%) Dodd-Frank
3 6 (2.88%) MiFID
4 5 (2.40%) EMIR
5 4 (1.92%) QA
6 3 (1.44%) Basel III
7 2 (0.96%) COREP
7 2 (0.96%) CRD IV
8 1 (0.48%) COBIT
8 1 (0.48%) ISO 22301
8 1 (0.48%) ISO/IEC 27001
8 1 (0.48%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
8 1 (0.48%) NIST
8 1 (0.48%) PMO
8 1 (0.48%) Solvency II
System Software
1 5 (2.40%) Docker
Systems Management
1 5 (2.40%) ITRS Geneos
1 5 (2.40%) Kubernetes
1 5 (2.40%) SQL Sentry
2 3 (1.44%) HP Quality Center
3 1 (0.48%) Ansible
3 1 (0.48%) Netcool
3 1 (0.48%) Opscode Chef
3 1 (0.48%) Puppet
Vendors
1 31 (14.90%) Oracle
2 15 (7.21%) Sybase
3 9 (4.33%) SAP
4 5 (2.40%) Microsoft
5 3 (1.44%) Ab Initio
5 3 (1.44%) Tableau
6 2 (0.96%) Adobe
6 2 (0.96%) DevExpress
6 2 (0.96%) Teradata
7 1 (0.48%) Hyperion
7 1 (0.48%) ION Trading
7 1 (0.48%) Reuters
7 1 (0.48%) Solace