Period
to 22 September 2021

The table below looks at the prevalence of the term Credit Risk in contract job vacancies advertised in England. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Credit Risk over the 6 months to 22 September 2021 with a comparison to the same period over the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Credit Risk
UK > England
6 months to
22 Sep 2021
Same period 2020 Same period 2019
Rank 528 412 653
Rank change year-on-year -116 +241 -18
Contract jobs citing Credit Risk 205 79 154
As % of all contract jobs advertised in England 0.32% 0.30% 0.19%
As % of the Miscellaneous category 1.05% 0.95% 0.66%
Number of daily rates quoted 152 58 96
10th Percentile £477 £350 £400
25th Percentile £562 £439 £488
Median daily rate (50th Percentile) £650 £475 £600
Median % change year-on-year +36.84% -20.83% -
75th Percentile £700 £647 £713
90th Percentile £775 £749 £806
UK median daily rate £625 £525 £600
% change year-on-year +19.05% -12.50% -

Credit Risk is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in England with a requirement for generic IT skills.

All Generic IT Skills
England
Contract vacancies with a requirement for generic IT skills 19,576 8,324 23,266
As % of all contract IT jobs advertised in England 30.53% 32.13% 29.11%
Number of daily rates quoted 13,713 5,692 15,422
10th Percentile £300 £275 £276
25th Percentile £413 £375 £375
Median daily rate (50th Percentile) £525 £500 £475
Median % change year-on-year +5.00% +5.26% -
75th Percentile £638 £615 £588
90th Percentile £725 £725 £675
UK median daily rate £513 £490 £475
% change year-on-year +4.59% +3.16% -
Number of hourly rates quoted 624 272 765
10th Percentile £12.00 £12.51 £11.62
25th Percentile £15.04 £17.50 £14.28
Median hourly rate £25.00 £31.50 £21.00
Median % change year-on-year -20.63% +50.00% -
75th Percentile £49.69 £47.31 £47.50
90th Percentile £64.75 £61.25 £53.75
UK median hourly rate £25.00 £26.98 £20.98
% change year-on-year -7.34% +28.61% -0.11%

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
Contractor Daily Rate Trend in England

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

Daily rate trend for Credit Risk in England

Credit Risk
Daily Rate Histogram in England

Daily rate distribution for jobs citing Credit Risk in England over the 6 months to 22 September 2021.

Daily rate histogram for Credit Risk in England

Credit Risk
Contractor Hourly Rate Trend in England

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

Hourly rate trend for Credit Risk in England

Credit Risk
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Credit Risk within the England region over the 6 months to 22 September 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -63 195 £650 +22.93% 28
North of England -89 3 £575 +98.28% 1
Yorkshire - 3 £575 -
South East - 2 £485 - 1
Credit Risk
UK

For the 6 months to 22 September 2021, IT contractor 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 contract job ads across the England region with a requirement for Credit Risk.

1 112 (54.63%) Finance
2 109 (53.17%) Banking
3 70 (34.15%) Python
4 67 (32.68%) Java
5 63 (30.73%) SQL
6 60 (29.27%) Agile Software Development
7 59 (28.78%) Analytics
8 56 (27.32%) Front Office
9 54 (26.34%) C#
10 47 (22.93%) Social Skills
11 46 (22.44%) Derivative
12 45 (21.95%) Azure
12 45 (21.95%) C++
13 43 (20.98%) Investment Banking
14 42 (20.49%) AWS
15 40 (19.51%) GCP
16 39 (19.02%) Fixed Income
17 38 (18.54%) Market Risk
17 38 (18.54%) Full Stack Development
18 37 (18.05%) JavaScript
19 35 (17.07%) Foreign Exchange (FX)
19 35 (17.07%) Equities
20 33 (16.10%) Risk Analytics
21 32 (15.61%) Scala
22 31 (15.12%) Asset Management
22 31 (15.12%) Software Engineering
22 31 (15.12%) Hedge funds
22 31 (15.12%) TypeScript
23 30 (14.63%) Investment Management
24 29 (14.15%) TDD

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 16 (7.80%) SAS
2 8 (3.90%) Oracle SOA Suite
2 8 (3.90%) Tomcat
2 8 (3.90%) WebLogic
3 5 (2.44%) Apache Spark
4 4 (1.95%) Confluence
5 2 (0.98%) Camunda
6 1 (0.49%) DataSynapse
6 1 (0.49%) Elasticsearch
6 1 (0.49%) IBM HTTP Server
6 1 (0.49%) Jupyter
Applications
1 4 (1.95%) Microsoft Office
2 1 (0.49%) Microsoft Excel
2 1 (0.49%) SPSS
Business Applications
1 3 (1.46%) Salesforce.com CRM
2 2 (0.98%) Loan IQ
Cloud Services
1 45 (21.95%) Azure
2 42 (20.49%) AWS
3 40 (19.51%) GCP
4 1 (0.49%) Amazon EMR
4 1 (0.49%) Azure Pipelines
4 1 (0.49%) Azure Synapse Analytics
4 1 (0.49%) Power Platform
Communications & Networking
1 2 (0.98%) LAN
1 2 (0.98%) Multicast
1 2 (0.98%) WAN
2 1 (0.49%) ATM
2 1 (0.49%) PuTTY
2 1 (0.49%) WinSCP
Database & Business Intelligence
1 27 (13.17%) Data Warehouse
2 16 (7.80%) Oracle Database
2 16 (7.80%) Oracle Database 11g
2 16 (7.80%) RDBMS
2 16 (7.80%) Relational Database
3 15 (7.32%) Oracle Database 12c
4 10 (4.88%) Big Data
5 8 (3.90%) Hazelcast
6 7 (3.41%) SQL Server Integration Services
7 3 (1.46%) Data Mining
7 3 (1.46%) Hadoop
7 3 (1.46%) MongoDB
8 2 (0.98%) Apache Hive
8 2 (0.98%) Base SAS
8 2 (0.98%) BigQuery
8 2 (0.98%) SQL Server
8 2 (0.98%) SQL Server Analysis Services
8 2 (0.98%) SQL Server Reporting Services
8 2 (0.98%) Tableau
9 1 (0.49%) Microsoft Analysis Services
Development Applications
1 19 (9.27%) JIRA
2 15 (7.32%) Git (software)
3 11 (5.37%) TeamCity
4 4 (1.95%) Jenkins
5 2 (0.98%) GitLab
5 2 (0.98%) Hudson
5 2 (0.98%) Selenium
6 1 (0.49%) Cucumber
6 1 (0.49%) HP UFT
6 1 (0.49%) Maven
6 1 (0.49%) PowerDesigner
6 1 (0.49%) WinRunner
General
1 112 (54.63%) Finance
2 109 (53.17%) Banking
3 56 (27.32%) Front Office
4 47 (22.93%) Social Skills
5 43 (20.98%) Investment Banking
6 10 (4.88%) Analytical Skills
6 10 (4.88%) Retail Banking
7 9 (4.39%) Documentation Skills
8 4 (1.95%) Financial Institution
9 3 (1.46%) Advertising
9 3 (1.46%) Marketing
9 3 (1.46%) Private Banking
10 2 (0.98%) Influencing Skills
10 2 (0.98%) International Banking
10 2 (0.98%) Legal
10 2 (0.98%) Retail
10 2 (0.98%) Wholesale Banking
11 1 (0.49%) Inclusion and Diversity
11 1 (0.49%) Organisational Skills
11 1 (0.49%) Retail Finance
Job Titles
1 100 (48.78%) Developer
2 43 (20.98%) Analyst
3 32 (15.61%) Lead Developer
3 32 (15.61%) Risk Analyst
4 31 (15.12%) Front Office Developer
5 29 (14.15%) React Developer
6 18 (8.78%) Architect
6 18 (8.78%) Business Analyst
6 18 (8.78%) Credit Analyst
6 18 (8.78%) Credit Risk Analyst
7 17 (8.29%) C# Developer
8 16 (7.80%) Oracle Developer
8 16 (7.80%) Python Developer
9 14 (6.83%) Credit Risk Developer
10 13 (6.34%) Java Developer
11 12 (5.85%) Risk Business Analyst
12 11 (5.37%) SQL Developer
13 10 (4.88%) Qualitative Analyst
13 10 (4.88%) Quantitative Analyst
14 9 (4.39%) Quantitative Risk Analyst
Libraries, Frameworks & Software Standards
1 29 (14.15%) GraphQL
1 29 (14.15%) Node.js
1 29 (14.15%) React
2 16 (7.80%) .NET
2 16 (7.80%) Spring
3 13 (6.34%) AngularJS
4 10 (4.88%) HTML
4 10 (4.88%) HTML5
5 8 (3.90%) JMS
5 8 (3.90%) Kafka
6 5 (2.44%) Spring Boot
6 5 (2.44%) WPF
7 4 (1.95%) WCF
8 2 (0.98%) CSS
8 2 (0.98%) CSS3
8 2 (0.98%) J2EE
8 2 (0.98%) PySpark
9 1 (0.49%) Lambda Expressions
9 1 (0.49%) NumPy
9 1 (0.49%) SciPy
Miscellaneous
1 46 (22.44%) Derivative
2 39 (19.02%) Fixed Income
3 38 (18.54%) Market Risk
4 35 (17.07%) Equities
4 35 (17.07%) Foreign Exchange (FX)
5 31 (15.12%) Hedge funds
6 12 (5.85%) Data Protection Act
7 8 (3.90%) Cloud Native
7 8 (3.90%) Swaptions
8 6 (2.93%) Public Cloud
9 4 (1.95%) Data Structures
9 4 (1.95%) Enterprise Software
9 4 (1.95%) Grid Computing
10 3 (1.46%) Management Information System
10 3 (1.46%) Reference Data
10 3 (1.46%) Taxonomies
11 2 (0.98%) Algorithms
11 2 (0.98%) Enterprise Cloud
11 2 (0.98%) Mobile App
11 2 (0.98%) PMI
Operating Systems
1 4 (1.95%) Linux
2 3 (1.46%) Windows
3 2 (0.98%) Unix
Processes & Methodologies
1 60 (29.27%) Agile Software Development
2 59 (28.78%) Analytics
3 38 (18.54%) Full Stack Development
4 33 (16.10%) Risk Analytics
5 31 (15.12%) Asset Management
5 31 (15.12%) Software Engineering
6 30 (14.63%) Investment Management
7 29 (14.15%) TDD
8 24 (11.71%) Scrum
9 23 (11.22%) Stakeholder Management
10 22 (10.73%) Microservices
11 18 (8.78%) Test Automation
12 17 (8.29%) Risk Management
13 16 (7.80%) Data Modelling
13 16 (7.80%) DevOps
14 15 (7.32%) Continuous Integration
14 15 (7.32%) ETL
14 15 (7.32%) Kanban
14 15 (7.32%) Statistical Analysis
15 14 (6.83%) Scaled Agile Framework
Programming Languages
1 70 (34.15%) Python
2 67 (32.68%) Java
3 63 (30.73%) SQL
4 54 (26.34%) C#
5 45 (21.95%) C++
6 37 (18.05%) JavaScript
7 32 (15.61%) Scala
8 31 (15.12%) TypeScript
9 29 (14.15%) Kotlin
10 18 (8.78%) VBA
11 11 (5.37%) R
12 10 (4.88%) PL/SQL
13 5 (2.44%) VB
14 2 (0.98%) Java 8
14 2 (0.98%) SAS Macro
15 1 (0.49%) Assembly Language
15 1 (0.49%) COBOL
15 1 (0.49%) PowerShell
15 1 (0.49%) T-SQL
Qualifications
1 10 (4.88%) Degree
2 3 (1.46%) Master's Degree
2 3 (1.46%) MBA
3 2 (0.98%) CFA
3 2 (0.98%) PMI Certification
3 2 (0.98%) SAS Certification
Quality Assurance & Compliance
1 4 (1.95%) IFRS
1 4 (1.95%) IFRS 9
2 3 (1.46%) QA
3 2 (0.98%) Basel III
3 2 (0.98%) GRC
3 2 (0.98%) PMO
4 1 (0.49%) GDPR
4 1 (0.49%) SLA
System Software
1 15 (7.32%) Docker
2 3 (1.46%) Platform Symphony
Systems Management
1 19 (9.27%) Kubernetes
2 2 (0.98%) Ansible
2 2 (0.98%) Control-M
Vendors
1 23 (11.22%) Oracle
2 6 (2.93%) Microsoft
3 5 (2.44%) Dataiku
4 4 (1.95%) Murex
5 3 (1.46%) Marketo
5 3 (1.46%) Salesforce.com
5 3 (1.46%) Sybase
6 2 (0.98%) Cloudera
6 2 (0.98%) Hortonworks
6 2 (0.98%) SAP
7 1 (0.49%) BiZZdesign
7 1 (0.49%) Bloomberg
7 1 (0.49%) Calypso
7 1 (0.49%) Databricks
7 1 (0.49%) FIS
7 1 (0.49%) Google
7 1 (0.49%) Infragistics