Period
to 23 January 2022

The table below looks at the prevalence of the term Credit Risk in permanent job vacancies advertised in London. Included is a benchmarking guide to the salaries offered in vacancies that have cited Credit Risk over the 6 months to 23 January 2022 with a comparison to the same period over the previous 2 years.

Credit Risk
England > London
6 months to
23 Jan 2022
Same period 2021 Same period 2020
Rank 516 462 585
Rank change year-on-year -54 +123 +35
Permanent jobs citing Credit Risk 218 61 138
As % of all permanent jobs advertised in London 0.43% 0.25% 0.27%
As % of the Miscellaneous category 0.99% 0.66% 0.70%
Number of salaries quoted 133 54 105
10th Percentile £45,000 £53,250 £47,500
25th Percentile £61,250 £63,125 £65,000
Median annual salary (50th Percentile) £70,000 £87,500 £75,000
Median % change year-on-year -20.00% +16.67% -
75th Percentile £85,000 £108,125 £87,500
90th Percentile £114,000 £115,000 £110,000
England median annual salary £66,253 £85,000 £72,500
% change year-on-year -22.06% +17.24% -3.33%

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 London with a requirement for generic IT skills.

All Generic IT Skills
London
Permanent vacancies with a requirement for generic IT skills 22,070 9,250 19,642
As % of all permanent IT jobs advertised in London 43.71% 38.59% 38.34%
Number of salaries quoted 13,375 7,800 15,507
10th Percentile £42,500 £43,617 £36,750
25th Percentile £55,000 £55,000 £50,000
Median annual salary (50th Percentile) £75,000 £70,000 £67,500
Median % change year-on-year +7.14% +3.70% +3.85%
75th Percentile £95,000 £90,000 £87,500
90th Percentile £117,500 £112,500 £115,000
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -

Credit Risk
Job Vacancy Trend in London

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

Job vacancy trend for Credit Risk in London

Credit Risk
Salary Trend in London

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

Salary trend for Credit Risk in London

Credit Risk
Salary Histogram in London

Salary distribution for jobs citing Credit Risk in London over the 6 months to 23 January 2022.

Salary histogram for Credit Risk in London

Credit Risk
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Credit Risk within the London region over the 6 months to 23 January 2022. 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
Jobs
Central London 0 45 £65,000 -7.14% 5
West London -74 1 - -
Credit Risk
England

For the 6 months to 23 January 2022, 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 London region with a requirement for Credit Risk.

1 186 (85.32%) Finance
2 107 (49.08%) SQL
3 93 (42.66%) Banking
4 75 (34.40%) Analytics
5 55 (25.23%) SAS
5 55 (25.23%) Python
6 49 (22.48%) Software Engineering
7 48 (22.02%) Validation
8 47 (21.56%) Degree
9 46 (21.10%) React
10 44 (20.18%) Agile Software Development
11 41 (18.81%) Investment Banking
12 37 (16.97%) Java
13 35 (16.06%) Analytical Skills
14 31 (14.22%) Mathematics
15 30 (13.76%) Risk Analytics
16 29 (13.30%) Computer Science
17 28 (12.84%) Market Risk
17 28 (12.84%) JavaScript
18 27 (12.39%) Risk Management
18 27 (12.39%) TypeScript
18 27 (12.39%) IFRS
19 25 (11.47%) IFRS 9
19 25 (11.47%) Data Analytics
20 24 (11.01%) R
20 24 (11.01%) Fintech
20 24 (11.01%) Model Validation
20 24 (11.01%) Linux
21 23 (10.55%) Physics
21 23 (10.55%) Credit Risk Analytics

Credit Risk
Co-occurring IT Skills in London 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 55 (25.23%) SAS
2 9 (4.13%) Apache
3 7 (3.21%) Apache Pulsar
4 6 (2.75%) Apache Spark
5 1 (0.46%) Confluence
5 1 (0.46%) JBoss
5 1 (0.46%) nginx
5 1 (0.46%) Tomcat
5 1 (0.46%) uWSGI
5 1 (0.46%) WebSphere
Applications
1 11 (5.05%) Microsoft Excel
2 1 (0.46%) Microsoft Office
Business Applications
1 3 (1.38%) Payment Gateway
2 1 (0.46%) Oracle Applications
Cloud Services
1 12 (5.50%) GCP
2 11 (5.05%) AWS
3 7 (3.21%) SaaS
4 6 (2.75%) Amazon S3
4 6 (2.75%) Amazon SageMaker
5 2 (0.92%) Azure
5 2 (0.92%) Power Platform
6 1 (0.46%) Amazon EMR
6 1 (0.46%) AWS CloudFormation
6 1 (0.46%) AWS Lambda
6 1 (0.46%) Serverless
Communications & Networking
1 1 (0.46%) Broadband
Database & Business Intelligence
1 18 (8.26%) Data Warehouse
1 18 (8.26%) PostgreSQL
2 14 (6.42%) Amazon Aurora
3 9 (4.13%) SQL Server
4 8 (3.67%) MongoDB
5 7 (3.21%) NoSQL
5 7 (3.21%) Oracle Database
5 7 (3.21%) Relational Database
5 7 (3.21%) SQL Server 2012
6 6 (2.75%) Amazon Athena
6 6 (2.75%) Amazon Redshift
7 5 (2.29%) Data Mining
7 5 (2.29%) Hadoop
7 5 (2.29%) RDBMS
8 4 (1.83%) Biml
8 4 (1.83%) OLAP
8 4 (1.83%) OLAP Cube
8 4 (1.83%) SQL Server Analysis Services
8 4 (1.83%) SQL Server Integration Services
8 4 (1.83%) SQL Server Reporting Services
Development Applications
1 16 (7.34%) Jenkins
2 14 (6.42%) Babel
3 12 (5.50%) webpack
4 6 (2.75%) Git (software)
5 2 (0.92%) MLflow
6 1 (0.46%) Ant
6 1 (0.46%) CMake
6 1 (0.46%) JIRA
6 1 (0.46%) JUnit
6 1 (0.46%) Maven
6 1 (0.46%) MSBuild
General
1 186 (85.32%) Finance
2 93 (42.66%) Banking
3 41 (18.81%) Investment Banking
4 35 (16.06%) Analytical Skills
5 20 (9.17%) Financial Institution
6 18 (8.26%) Social Skills
7 15 (6.88%) Billing
8 13 (5.96%) Advertising
9 9 (4.13%) Marketing
10 8 (3.67%) Retail
11 6 (2.75%) Front Office
12 4 (1.83%) Back Office
12 4 (1.83%) Dutch Language
12 4 (1.83%) Organisational Skills
12 4 (1.83%) Retail Finance
13 3 (1.38%) Private Banking
14 2 (0.92%) Legal
14 2 (0.92%) Presentation Skills
14 2 (0.92%) Telecoms
15 1 (0.46%) Retail Banking
Job Titles
1 98 (44.95%) Analyst
2 54 (24.77%) Risk Analyst
3 49 (22.48%) Credit Analyst
3 49 (22.48%) Developer
4 48 (22.02%) Credit Risk Analyst
5 36 (16.51%) Data Analyst
6 19 (8.72%) Risk Data Analyst
7 18 (8.26%) Analytics Developer
7 18 (8.26%) Senior Analyst
7 18 (8.26%) Software Engineer
8 17 (7.80%) Business Analyst
8 17 (7.80%) Senior Developer
9 15 (6.88%) React Developer
10 14 (6.42%) Front End Developer (Client-Side Developer)
11 12 (5.50%) Banking Analyst
11 12 (5.50%) HTML Developer
11 12 (5.50%) Report Analyst
12 11 (5.05%) Senior Software Engineer
13 10 (4.59%) C# Developer
13 10 (4.59%) Java Developer
Libraries, Frameworks & Software Standards
1 46 (21.10%) React
2 21 (9.63%) HTML
3 20 (9.17%) Kafka
3 20 (9.17%) Redux
4 17 (7.80%) CSS
4 17 (7.80%) React Native
5 14 (6.42%) RabbitMQ
5 14 (6.42%) Samza
5 14 (6.42%) scikit-learn
5 14 (6.42%) SciPy
6 11 (5.05%) .NET
7 9 (4.13%) .NET Framework
7 9 (4.13%) TensorFlow
8 6 (2.75%) AngularJS
8 6 (2.75%) Matplotlib
8 6 (2.75%) NumPy
8 6 (2.75%) Pandas
9 5 (2.29%) FIX Protocol
9 5 (2.29%) Flask
10 4 (1.83%) Leaflet
Miscellaneous
1 28 (12.84%) Market Risk
2 20 (9.17%) Derivative
3 17 (7.80%) Equities
4 16 (7.34%) Foreign Exchange (FX)
5 14 (6.42%) Fixed Income
6 7 (3.21%) Algorithms
6 7 (3.21%) Data Structures
6 7 (3.21%) Greenfield Project
7 6 (2.75%) Exotic Derivative
8 4 (1.83%) Management Information System
8 4 (1.83%) Virtual Team
9 3 (1.38%) Hedge funds
9 3 (1.38%) Self-Motivation
10 2 (0.92%) OTC Derivatives
11 1 (0.46%) Credit Derivative
11 1 (0.46%) Equity Derivative
11 1 (0.46%) Interest Rate Derivative
11 1 (0.46%) Social Media
11 1 (0.46%) SWIFT
Operating Systems
1 24 (11.01%) Linux
2 9 (4.13%) Unix
3 3 (1.38%) Android
3 3 (1.38%) Apple iOS
Processes & Methodologies
1 75 (34.40%) Analytics
2 49 (22.48%) Software Engineering
3 48 (22.02%) Validation
4 44 (20.18%) Agile Software Development
5 31 (14.22%) Mathematics
6 30 (13.76%) Risk Analytics
7 29 (13.30%) Computer Science
8 27 (12.39%) Risk Management
9 25 (11.47%) Data Analytics
10 24 (11.01%) Fintech
10 24 (11.01%) Model Validation
11 23 (10.55%) Credit Risk Analytics
11 23 (10.55%) Physics
12 21 (9.63%) Data Analysis
12 21 (9.63%) Economics
12 21 (9.63%) Stress Testing
13 20 (9.17%) Peer-to-Peer Lending
13 20 (9.17%) Statistics
14 19 (8.72%) Full Stack Development
14 19 (8.72%) Visualisation
Programming Languages
1 107 (49.08%) SQL
2 55 (25.23%) Python
3 37 (16.97%) Java
4 28 (12.84%) JavaScript
5 27 (12.39%) TypeScript
6 24 (11.01%) R
7 22 (10.09%) Kotlin
8 20 (9.17%) C++
9 19 (8.72%) C#
9 19 (8.72%) VBA
10 12 (5.50%) T-SQL
11 7 (3.21%) Go
11 7 (3.21%) MATLAB
12 3 (1.38%) VB
13 2 (0.92%) Bash
13 2 (0.92%) Perl
13 2 (0.92%) PL/SQL
13 2 (0.92%) PowerShell
14 1 (0.46%) C
14 1 (0.46%) Scala
Qualifications
1 47 (21.56%) Degree
2 16 (7.34%) PhD
3 13 (5.96%) Computer Science Degree
4 6 (2.75%) Master's Degree
5 5 (2.29%) CFA
5 5 (2.29%) MBA
6 1 (0.46%) ISEB
6 1 (0.46%) ISTQB
Quality Assurance & Compliance
1 27 (12.39%) IFRS
2 25 (11.47%) IFRS 9
3 11 (5.05%) Data Quality
4 8 (3.67%) EMIR
4 8 (3.67%) MiFID
5 6 (2.75%) Dodd-Frank
6 3 (1.38%) GDPR
7 2 (0.92%) CRD IV
8 1 (0.46%) Actionable Recommendations
8 1 (0.46%) PSD2
8 1 (0.46%) SEPA
8 1 (0.46%) SLA
8 1 (0.46%) TARGET2
System Software
1 21 (9.63%) Docker
Systems Management
1 17 (7.80%) Kubernetes
2 1 (0.46%) Ansible
2 1 (0.46%) Control-M
2 1 (0.46%) Tivoli
Vendors
1 15 (6.88%) Oracle
2 8 (3.67%) Google
3 7 (3.21%) Microsoft
4 5 (2.29%) CA
5 3 (1.38%) Cognizant
6 2 (0.92%) Bloomberg
6 2 (0.92%) Databricks
7 1 (0.46%) IBM
7 1 (0.46%) Netezza
7 1 (0.46%) Reuters
7 1 (0.46%) Sybase