Period
to 3 August 2021

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 3 August 2021 with a comparison to the same period over the previous 2 years.

Credit Risk
England > London
6 months to
3 Aug 2021
Same period 2020 Same period 2019
Rank 492 483 537
Rank change year-on-year -9 +54 +36
Permanent jobs citing Credit Risk 189 65 214
As % of all permanent jobs advertised in London 0.42% 0.23% 0.37%
As % of the Miscellaneous category 0.95% 0.59% 1.00%
Number of salaries quoted 117 52 189
10th Percentile £65,000 £63,800 £55,000
25th Percentile £73,750 £70,000 £66,250
Median annual salary (50th Percentile) £110,000 £81,250 £80,000
Median % change year-on-year +35.38% +1.56% +4.58%
75th Percentile £130,000 £105,000 £95,000
90th Percentile £142,500 £120,000 £105,000
England median annual salary £110,000 £80,000 £80,000
% change year-on-year +37.50% - +11.30%

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 19,802 10,944 21,294
As % of all permanent IT jobs advertised in London 43.70% 39.28% 37.25%
Number of salaries quoted 11,699 8,792 16,977
10th Percentile £42,500 £41,250 £36,250
25th Percentile £53,750 £52,500 £47,500
Median annual salary (50th Percentile) £72,500 £70,000 £65,000
Median % change year-on-year +3.57% +7.69% +4.00%
75th Percentile £92,500 £91,250 £85,000
90th Percentile £112,500 £115,000 £102,500
England median annual salary £60,000 £56,500 £55,000
% change year-on-year +6.19% +2.73% +4.76%

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 3 August 2021.

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 3 August 2021. 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
Central London +11 32 £82,500 +3.13% 3
Credit Risk
England

For the 6 months to 3 August 2021, 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.

1 167 (88.36%) Finance
2 86 (45.50%) Java
3 78 (41.27%) Python
3 78 (41.27%) Software Engineering
3 78 (41.27%) Analytics
4 73 (38.62%) Banking
4 73 (38.62%) Kotlin
5 70 (37.04%) React
6 65 (34.39%) GCP
7 63 (33.33%) Foreign Exchange (FX)
8 62 (32.80%) Front Office
9 61 (32.28%) Risk Analytics
10 59 (31.22%) Asset Management
10 59 (31.22%) C++
11 57 (30.16%) C#
12 56 (29.63%) Scala
12 56 (29.63%) AWS
13 55 (29.10%) Azure
13 55 (29.10%) Derivative
14 54 (28.57%) JavaScript
14 54 (28.57%) Full Stack Development
15 53 (28.04%) GraphQL
15 53 (28.04%) Fixed Income
15 53 (28.04%) Equities
15 53 (28.04%) Hedge funds
15 53 (28.04%) Investment Management
15 53 (28.04%) Node.js
15 53 (28.04%) TypeScript
16 34 (17.99%) Agile Software Development
17 31 (16.40%) SQL

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 15 (7.94%) SAS
2 4 (2.12%) Apache Spark
3 1 (0.53%) Jupyter
Applications
1 5 (2.65%) Microsoft Office
2 4 (2.12%) Microsoft Excel
2 4 (2.12%) SPSS
3 1 (0.53%) EViews
3 1 (0.53%) Microsoft PowerPoint
3 1 (0.53%) Spreadsheet
Business Applications
1 3 (1.59%) Payment Gateway
Cloud Services
1 65 (34.39%) GCP
2 56 (29.63%) AWS
3 55 (29.10%) Azure
4 3 (1.59%) Amazon S3
4 3 (1.59%) Amazon SageMaker
4 3 (1.59%) AWS Lambda
4 3 (1.59%) Serverless
5 2 (1.06%) Power Platform
Communications & Networking
1 2 (1.06%) FTP
Database & Business Intelligence
1 20 (10.58%) Amazon Aurora
1 20 (10.58%) PostgreSQL
2 8 (4.23%) Big Data
3 5 (2.65%) Data Warehouse
4 4 (2.12%) Hadoop
5 3 (1.59%) Amazon Athena
5 3 (1.59%) Amazon Redshift
6 2 (1.06%) NoSQL
6 2 (1.06%) Oracle Database
6 2 (1.06%) Oracle Database 11g
6 2 (1.06%) Power BI
6 2 (1.06%) Relational Database
6 2 (1.06%) SQL Server
6 2 (1.06%) SQL Server Integration Services
7 1 (0.53%) BusinessObjects
7 1 (0.53%) Data Mart
7 1 (0.53%) Data Mining
7 1 (0.53%) Oracle Database 12c
7 1 (0.53%) Oracle Reports
7 1 (0.53%) RDBMS
Development Applications
1 20 (10.58%) Babel
2 18 (9.52%) Jenkins
3 3 (1.59%) Git (software)
3 3 (1.59%) Maven
3 3 (1.59%) TeamCity
4 1 (0.53%) Oracle Forms
General
1 167 (88.36%) Finance
2 73 (38.62%) Banking
3 62 (32.80%) Front Office
4 26 (13.76%) Social Skills
5 20 (10.58%) Billing
5 20 (10.58%) Investment Banking
6 16 (8.47%) Analytical Skills
7 11 (5.82%) Financial Institution
7 11 (5.82%) Retail
8 8 (4.23%) Advertising
9 7 (3.70%) Influencing Skills
10 6 (3.17%) Marketing
10 6 (3.17%) Retail Banking
10 6 (3.17%) Retail Finance
11 4 (2.12%) Telecoms
12 3 (1.59%) Back Office
12 3 (1.59%) Legal
13 2 (1.06%) Private Banking
14 1 (0.53%) Presentation Skills
Job Titles
1 65 (34.39%) Developer
2 54 (28.57%) Front Office Developer
3 53 (28.04%) React Developer
4 45 (23.81%) Lead Developer
5 42 (22.22%) Business Analyst
6 40 (21.16%) Analyst
7 29 (15.34%) Senior Analyst
8 28 (14.81%) Senior Business Analyst
9 19 (10.05%) Investment Banking Business Analyst
9 19 (10.05%) Senior Investment Banking Business Analyst
10 16 (8.47%) Software Engineer
11 14 (7.41%) Architect
11 14 (7.41%) Risk Manager
12 13 (6.88%) Senior Software Engineer
13 11 (5.82%) Risk Business Analyst
14 10 (5.29%) Credit Analyst
14 10 (5.29%) FX Business Analyst
15 9 (4.76%) Credit Risk Manager
15 9 (4.76%) Solutions Architect
16 8 (4.23%) Regulatory Business Analyst
Libraries, Frameworks & Software Standards
1 70 (37.04%) React
2 53 (28.04%) GraphQL
2 53 (28.04%) Node.js
3 26 (13.76%) Kafka
4 20 (10.58%) RabbitMQ
4 20 (10.58%) React Native
5 15 (7.94%) Samza
6 4 (2.12%) NumPy
6 4 (2.12%) Pandas
6 4 (2.12%) scikit-learn
6 4 (2.12%) SciPy
7 3 (1.59%) JSON
7 3 (1.59%) Matplotlib
7 3 (1.59%) Swagger
7 3 (1.59%) TensorFlow
8 2 (1.06%) AngularJS
8 2 (1.06%) HTML
9 1 (0.53%) Flask
9 1 (0.53%) Pyramid
9 1 (0.53%) Spring Boot
Miscellaneous
1 63 (33.33%) Foreign Exchange (FX)
2 55 (29.10%) Derivative
3 53 (28.04%) Equities
3 53 (28.04%) Fixed Income
3 53 (28.04%) Hedge funds
4 14 (7.41%) Market Risk
5 8 (4.23%) Algorithms
6 6 (3.17%) Cloud Native
7 4 (2.12%) Hybrid Cloud
7 4 (2.12%) Public Cloud
7 4 (2.12%) Self-Motivation
7 4 (2.12%) Virtual Team
8 3 (1.59%) Management Information System
8 3 (1.59%) Taxonomies
9 2 (1.06%) Data Structures
9 2 (1.06%) Greenfield Project
10 1 (0.53%) Data Protection Act
Operating Systems
1 8 (4.23%) Linux
2 5 (2.65%) Windows
3 3 (1.59%) Unix
Processes & Methodologies
1 78 (41.27%) Analytics
1 78 (41.27%) Software Engineering
2 61 (32.28%) Risk Analytics
3 59 (31.22%) Asset Management
4 54 (28.57%) Full Stack Development
5 53 (28.04%) Investment Management
6 34 (17.99%) Agile Software Development
7 24 (12.70%) Stakeholder Management
8 23 (12.17%) Microservices
9 20 (10.58%) User Acceptance Testing
10 19 (10.05%) Target Operating Model
11 18 (9.52%) Peer-to-Peer Lending
11 18 (9.52%) Risk Management
12 16 (8.47%) Customer-Centricity
12 16 (8.47%) Test Automation
13 15 (7.94%) BDD
13 15 (7.94%) TDD
14 12 (6.35%) Problem-Solving
15 11 (5.82%) Requirements Gathering
16 10 (5.29%) Mathematics
Programming Languages
1 86 (45.50%) Java
2 78 (41.27%) Python
3 73 (38.62%) Kotlin
4 59 (31.22%) C++
5 57 (30.16%) C#
6 56 (29.63%) Scala
7 54 (28.57%) JavaScript
8 53 (28.04%) TypeScript
9 31 (16.40%) SQL
10 7 (3.70%) VBA
11 5 (2.65%) MATLAB
12 4 (2.12%) R
12 4 (2.12%) VB
13 2 (1.06%) Shell Script
14 1 (0.53%) Java 8
14 1 (0.53%) Perl
14 1 (0.53%) PL/SQL
Qualifications
1 13 (6.88%) Degree
2 3 (1.59%) PhD
3 1 (0.53%) ACCA
3 1 (0.53%) CFA
3 1 (0.53%) Computer Science Degree
Quality Assurance & Compliance
1 9 (4.76%) IFRS
2 8 (4.23%) MiFID
3 7 (3.70%) COREP
4 5 (2.65%) Basel III
5 3 (1.59%) Basel II
6 1 (0.53%) Data Quality
6 1 (0.53%) IFRS 9
System Software
1 25 (13.23%) Docker
2 1 (0.53%) Apache ZooKeeper
Systems Management
1 26 (13.76%) Kubernetes
Vendors
1 6 (3.17%) Google
1 6 (3.17%) Oracle
2 3 (1.59%) Cognizant
2 3 (1.59%) Microsoft
3 2 (1.06%) Sybase
4 1 (0.53%) Cloudera