Period
to 2 April 2020

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 2 April 2020 with a comparison to the same period over the previous 2 years.

Credit Risk
UK > England
6 months to
2 Apr 2020
Same period 2019 Same period 2018
Rank 799 860 838
Rank change year-on-year +61 -22 -82
Permanent jobs citing Credit Risk 166 230 355
As % of all permanent jobs advertised in England 0.15% 0.17% 0.21%
As % of the Miscellaneous category 0.40% 0.42% 0.56%
Number of salaries quoted 122 194 281
Median annual salary £75,000 £75,000 £65,000
Median salary % change year-on-year - +15.38% +8.33%
10th Percentile £46,250 £48,775 £36,000
90th Percentile £105,000 £102,500 £103,750
UK median annual salary £75,000 £77,500 £65,000
% change year-on-year -3.23% +19.23% +13.04%

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 41,934 54,397 63,603
As % of all permanent IT jobs advertised in England 38.82% 39.61% 38.38%
Number of salaries quoted 32,350 41,378 50,256
Median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +1.01%
10th Percentile £31,000 £29,750 £28,500
90th Percentile £93,750 £87,500 £83,750
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

Credit Risk
Job Vacancy Trend in England

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

Job vacancy trend for Credit Risk in England

Credit Risk
Salary Trend in England

3-month moving average salary quoted in jobs citing Credit Risk in England.

Salary trend for Credit Risk in England

Credit Risk
Salary Histogram in England

Salary distribution for jobs citing Credit Risk in England over the 6 months to 2 April 2020.

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 2 April 2020. 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 +46 139 £75,000 -4.76% 13
South East +78 14 £60,000 +23.08% 6
Midlands +49 9 £43,750 -14.63%
West Midlands - 8 £43,750 -
North of England +68 4 £75,000 +50.00%
Yorkshire +49 2 £63,000 +80.00%
North East - 2 £85,000 -
East Midlands +19 1 - -
Credit Risk
UK

For the 6 months to 2 April 2020, 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.

1 117 (70.48%) Finance
2 72 (43.37%) Banking
3 63 (37.95%) Python
4 46 (27.71%) SQL
4 46 (27.71%) Analytics
5 45 (27.11%) Market Risk
6 39 (23.49%) Java
6 39 (23.49%) Risk Management
7 38 (22.89%) Agile Software Development
8 37 (22.29%) Degree
9 34 (20.48%) Computer Science
10 33 (19.88%) Stakeholder Management
11 32 (19.28%) SAS
12 29 (17.47%) Mathematics
12 29 (17.47%) Data Science
13 27 (16.27%) Analytical Skills
14 26 (15.66%) PhD
15 25 (15.06%) Foreign Exchange (FX)
16 23 (13.86%) Investment Banking
17 21 (12.65%) Credit Risk Modelling
18 20 (12.05%) C++
19 19 (11.45%) Fintech
19 19 (11.45%) R
20 18 (10.84%) Big Data
20 18 (10.84%) AngularJS
20 18 (10.84%) Scrum
21 17 (10.24%) MATLAB
21 17 (10.24%) C#
21 17 (10.24%) Statistics
21 17 (10.24%) Physics

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 32 (19.28%) SAS
2 10 (6.02%) Apache Spark
3 3 (1.81%) Elasticsearch
4 1 (0.60%) Apache
4 1 (0.60%) IIS
4 1 (0.60%) MS Exchange
4 1 (0.60%) Oracle Coherence
4 1 (0.60%) Tomcat
Applications
1 6 (3.61%) Microsoft Excel
2 4 (2.41%) SPSS
3 2 (1.20%) Microsoft Office
Business Applications
1 6 (3.61%) SAP CO
1 6 (3.61%) SAP FI
1 6 (3.61%) SAP FI/CO
2 5 (3.01%) Distributed Ledger
3 1 (0.60%) Endur
3 1 (0.60%) FLEXCUBE
3 1 (0.60%) NetSuite
3 1 (0.60%) SAP ERP
Cloud Services
1 13 (7.83%) AWS
2 2 (1.20%) Power Platform
3 1 (0.60%) Azure
3 1 (0.60%) OpenShift
Communications & Networking
1 1 (0.60%) DHCP
1 1 (0.60%) DNS
1 1 (0.60%) Firewall
1 1 (0.60%) FTP
1 1 (0.60%) SAN
1 1 (0.60%) SMTP
1 1 (0.60%) SNMP
1 1 (0.60%) VPN
Database & Business Intelligence
1 18 (10.84%) Big Data
2 12 (7.23%) Data Warehouse
3 10 (6.02%) PostgreSQL
4 7 (4.22%) Relational Database
4 7 (4.22%) SAS Data Integration Studio
5 6 (3.61%) Hadoop
6 5 (3.01%) Apache Hive
6 5 (3.01%) MongoDB
6 5 (3.01%) Sqoop
7 4 (2.41%) MySQL
7 4 (2.41%) Oracle Database
8 3 (1.81%) SQL Server
9 2 (1.20%) NoSQL
9 2 (1.20%) Oracle Database 11g
9 2 (1.20%) Oracle Database 12c
9 2 (1.20%) Power BI
9 2 (1.20%) RDBMS
10 1 (0.60%) Apache Ignite
10 1 (0.60%) Hazelcast
10 1 (0.60%) SAP HANA
Development Applications
1 3 (1.81%) Git (software)
2 2 (1.20%) JIRA
3 1 (0.60%) JConsole
3 1 (0.60%) Jenkins
3 1 (0.60%) JProfiler
3 1 (0.60%) Subversion
3 1 (0.60%) TeamCity
3 1 (0.60%) VisualVM
General
1 117 (70.48%) Finance
2 72 (43.37%) Banking
3 23 (13.86%) Investment Banking
4 15 (9.04%) Front Office
5 9 (5.42%) Advertising
5 9 (5.42%) Back Office
5 9 (5.42%) Retail
6 8 (4.82%) Financial Institution
6 8 (4.82%) Marketing
7 6 (3.61%) Retail Banking
8 2 (1.20%) Corporate Banking
8 2 (1.20%) German Language
8 2 (1.20%) Legal
8 2 (1.20%) Telecoms
8 2 (1.20%) Wholesale Banking
9 1 (0.60%) Retail Finance
Job Titles
1 55 (33.13%) Analyst
2 47 (28.31%) Developer
3 30 (18.07%) Risk Analyst
4 27 (16.27%) Business Analyst
5 26 (15.66%) Java Developer
6 24 (14.46%) Credit Analyst
7 23 (13.86%) Credit Risk Analyst
8 18 (10.84%) Risk Business Analyst
9 15 (9.04%) Core Java Developer
9 15 (9.04%) Senior Analyst
10 14 (8.43%) Credit Risk Business Analyst
10 14 (8.43%) Qualitative Analyst
10 14 (8.43%) Quantitative Analyst
11 11 (6.63%) Senior Business Analyst
11 11 (6.63%) Senior Credit Risk Analyst
11 11 (6.63%) Senior Risk Analyst
12 10 (6.02%) Credit Risk Developer
12 10 (6.02%) Python Software Engineer
12 10 (6.02%) Senior Developer
12 10 (6.02%) Software Engineer
Libraries, Frameworks & Software Standards
1 18 (10.84%) AngularJS
2 13 (7.83%) Django
3 6 (3.61%) Natural Language Processing
4 5 (3.01%) Kafka
4 5 (3.01%) NumPy
4 5 (3.01%) Pandas
4 5 (3.01%) Smart Contracts
5 4 (2.41%) .NET
5 4 (2.41%) Akka
5 4 (2.41%) RESTful
6 3 (1.81%) React
6 3 (1.81%) SciPy
6 3 (1.81%) Spring
7 2 (1.20%) Hibernate
7 2 (1.20%) Redux
7 2 (1.20%) WCF
7 2 (1.20%) WPF
8 1 (0.60%) HTML
8 1 (0.60%) J2EE
8 1 (0.60%) JMX
Miscellaneous
1 45 (27.11%) Market Risk
2 27 (16.27%) Analytical Skills
3 25 (15.06%) Foreign Exchange (FX)
4 15 (9.04%) Algorithms
5 11 (6.63%) Derivative
6 10 (6.02%) Data Structures
6 10 (6.02%) Equities
7 8 (4.82%) Fixed Income
8 7 (4.22%) Exotic Derivative
9 5 (3.01%) Greenfield Project
10 3 (1.81%) Management Information System
11 2 (1.20%) Analytical Mindset
11 2 (1.20%) Self-Motivation
11 2 (1.20%) User Experience
12 1 (0.60%) Data Centre
12 1 (0.60%) Enterprise Software
12 1 (0.60%) Equity Derivative
12 1 (0.60%) OTC Derivatives
12 1 (0.60%) Replication
12 1 (0.60%) Virtual Team
Operating Systems
1 10 (6.02%) Linux
2 9 (5.42%) Unix
3 2 (1.20%) Windows
4 1 (0.60%) AIX
4 1 (0.60%) Solaris
4 1 (0.60%) Windows 10
4 1 (0.60%) Windows 8
4 1 (0.60%) Windows Server
4 1 (0.60%) Windows Server 2012
4 1 (0.60%) Windows Server 2016
Processes & Methodologies
1 46 (27.71%) Analytics
2 39 (23.49%) Risk Management
3 38 (22.89%) Agile Software Development
4 34 (20.48%) Computer Science
5 33 (19.88%) Stakeholder Management
6 29 (17.47%) Data Science
6 29 (17.47%) Mathematics
7 21 (12.65%) Credit Risk Modelling
8 19 (11.45%) Fintech
9 18 (10.84%) Scrum
10 17 (10.24%) Microservices
10 17 (10.24%) Physics
10 17 (10.24%) Risk Analysis
10 17 (10.24%) Statistics
11 16 (9.64%) Machine Learning
11 16 (9.64%) Stress Testing
12 15 (9.04%) Business Analysis
12 15 (9.04%) Decision-Making
12 15 (9.04%) Stochastic Calculus
12 15 (9.04%) Validation
Programming Languages
1 63 (37.95%) Python
2 46 (27.71%) SQL
3 39 (23.49%) Java
4 20 (12.05%) C++
5 19 (11.45%) R
6 17 (10.24%) C#
6 17 (10.24%) MATLAB
7 12 (7.23%) VBA
8 8 (4.82%) C
9 5 (3.01%) JavaScript
10 4 (2.41%) Java 8
11 2 (1.20%) Shell Script
11 2 (1.20%) TypeScript
12 1 (0.60%) Data Analysis Expressions (DAX)
12 1 (0.60%) ES6
12 1 (0.60%) PowerShell
12 1 (0.60%) Scala
Qualifications
1 37 (22.29%) Degree
2 26 (15.66%) PhD
3 11 (6.63%) SC Cleared
3 11 (6.63%) Security Cleared
4 7 (4.22%) Master's Degree
5 2 (1.20%) Computer Science Degree
6 1 (0.60%) CCNA
6 1 (0.60%) CCNP
6 1 (0.60%) Cisco Certification
6 1 (0.60%) MCITP
6 1 (0.60%) MCSA
6 1 (0.60%) MCSE
6 1 (0.60%) Microsoft Certification
6 1 (0.60%) Numerate Degree
6 1 (0.60%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 10 (6.02%) Basel II
1 10 (6.02%) Basel III
2 9 (5.42%) IFRS
3 8 (4.82%) Dodd-Frank
3 8 (4.82%) EMIR
3 8 (4.82%) IFRS 9
3 8 (4.82%) MiFID
4 4 (2.41%) Data Quality
4 4 (2.41%) QA
5 2 (1.20%) SLA
6 1 (0.60%) GAAP
6 1 (0.60%) ISO/IEC 27001
System Software
1 5 (3.01%) Docker
2 1 (0.60%) Active Directory
2 1 (0.60%) Terminal Server
2 1 (0.60%) VMware Infrastructure
Systems Management
1 6 (3.61%) Kubernetes
2 1 (0.60%) Backup Exec
Vendors
1 15 (9.04%) Oracle
2 12 (7.23%) SAP
3 11 (6.63%) Google
4 6 (3.61%) Tableau
5 4 (2.41%) Microsoft
5 4 (2.41%) Murex
6 1 (0.60%) Ariba
6 1 (0.60%) Bloomberg
6 1 (0.60%) Cisco
6 1 (0.60%) Citrix
6 1 (0.60%) OpenLink
6 1 (0.60%) Reuters
6 1 (0.60%) Salesforce.com
6 1 (0.60%) Sun
6 1 (0.60%) Sybase
6 1 (0.60%) Trayport
6 1 (0.60%) Veeam
6 1 (0.60%) VMware