Period
to 4 December 2020

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 4 December 2020 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
4 Dec 2020
Same period 2019 Same period 2018
Rank 426 627 644
Rank change year-on-year +201 +17 -155
Contract jobs citing Credit Risk 94 147 248
As % of all contract jobs advertised in England 0.30% 0.20% 0.26%
As % of the Miscellaneous category 0.86% 0.63% 0.80%
Number of daily rates quoted 66 90 206
Median daily rate £549 £600 £613
Median daily rate % change year-on-year -8.50% -2.04% +4.61%
10th Percentile £419 £450 £406
90th Percentile £713 £813 £725
UK median daily rate £538 £600 £613
% change year-on-year -10.42% -2.04% +6.52%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK median hourly rate - - -

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 10,938 23,457 30,974
As % of all contract IT jobs advertised in England 34.44% 31.31% 32.58%
Number of daily rates quoted 6,975 15,042 20,481
Median daily rate £475 £475 £475
10th Percentile £256 £263 £281
90th Percentile £700 £675 £663
UK median daily rate £475 £463 £475
% change year-on-year +2.70% -2.63% +5.56%
Number of hourly rates quoted 484 957 979
Median hourly rate £35.00 £23.25 £20.00
Median hourly rate % change year-on-year +50.54% +16.25% -
10th Percentile £12.75 £12.00 £12.10
90th Percentile £57.13 £53.75 £49.38
Median hourly rate £34.13 £23.35 £20.00
% change year-on-year +46.15% +16.75% -

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 4 December 2020.

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 4 December 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +122 87 £565 -5.83% 16
North of England +105 5 £475 -29.63%
North West - 4 £475 -
Midlands +78 2 - - 1
East Midlands +46 2 - -
North East +33 1 - -
Credit Risk
UK

For the 6 months to 4 December 2020, 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 65 (69.15%) Finance
2 55 (58.51%) Banking
3 31 (32.98%) Investment Banking
4 30 (31.91%) Risk Management
5 28 (29.79%) SQL
5 28 (29.79%) Agile Software Development
6 24 (25.53%) Analytical Skills
7 23 (24.47%) Analytics
8 21 (22.34%) Data Modelling
9 20 (21.28%) Google
9 20 (21.28%) GCP
9 20 (21.28%) Market Risk
10 19 (20.21%) Oracle
10 19 (20.21%) Java
11 18 (19.15%) Continuous Integration
12 17 (18.09%) Microservices
12 17 (18.09%) Oracle Database
13 16 (17.02%) IaaS
13 16 (17.02%) PaaS
13 16 (17.02%) IT Strategy
14 15 (15.96%) Hybrid Cloud
14 15 (15.96%) Scrum
15 14 (14.89%) TDD
15 14 (14.89%) SQL Server
15 14 (14.89%) Front Office
16 13 (13.83%) Relational Database
17 12 (12.77%) Performance Tuning
17 12 (12.77%) Test Automation
17 12 (12.77%) Multithreading
17 12 (12.77%) Kanban

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 10 (10.64%) Apache Spark
2 5 (5.32%) SAS
3 2 (2.13%) Confluence
3 2 (2.13%) Elasticsearch
3 2 (2.13%) IBM HTTP Server
3 2 (2.13%) Tornado
Applications
1 5 (5.32%) Microsoft Excel
2 2 (2.13%) Adobe Illustrator
3 1 (1.06%) Microsoft Office
Cloud Services
1 20 (21.28%) GCP
2 16 (17.02%) IaaS
2 16 (17.02%) PaaS
3 5 (5.32%) AWS
4 2 (2.13%) Cloud Computing
Communications & Networking
1 1 (1.06%) PuTTY
Database & Business Intelligence
1 17 (18.09%) Oracle Database
2 14 (14.89%) SQL Server
3 13 (13.83%) Relational Database
4 12 (12.77%) Data Warehouse
4 12 (12.77%) Oracle Database 11g
5 11 (11.70%) Oracle Database 12c
5 11 (11.70%) RDBMS
6 10 (10.64%) Apache Hive
7 8 (8.51%) Hadoop
8 7 (7.45%) Big Data
8 7 (7.45%) SQL Server Analysis Services
9 5 (5.32%) SQL Server Integration Services
10 3 (3.19%) SAS Enterprise Guide
11 2 (2.13%) Data Lake
11 2 (2.13%) HBase
11 2 (2.13%) Impala
11 2 (2.13%) OLTP
11 2 (2.13%) QlikView
11 2 (2.13%) Spark SQL
11 2 (2.13%) SQL Server Reporting Services
Development Applications
1 9 (9.57%) Git (software)
1 9 (9.57%) Jenkins
2 8 (8.51%) Maven
3 5 (5.32%) Subversion
4 4 (4.26%) FitNesse
4 4 (4.26%) JUnit
5 3 (3.19%) GitLab
5 3 (3.19%) JIRA
6 2 (2.13%) Axure RP
6 2 (2.13%) Hudson
6 2 (2.13%) ProC
7 1 (1.06%) TeamCity
General
1 65 (69.15%) Finance
2 55 (58.51%) Banking
3 31 (32.98%) Investment Banking
4 14 (14.89%) Front Office
5 4 (4.26%) Financial Institution
5 4 (4.26%) International Banking
5 4 (4.26%) Legal
6 3 (3.19%) Retail
6 3 (3.19%) Retail Banking
7 2 (2.13%) Back Office
7 2 (2.13%) Retail Finance
8 1 (1.06%) Wholesale Banking
Job Titles
1 39 (41.49%) Developer
2 23 (24.47%) Architect
3 13 (13.83%) Senior Developer
4 12 (12.77%) Analyst
4 12 (12.77%) Java Developer
5 11 (11.70%) Oracle Developer
6 9 (9.57%) Business Analyst
7 7 (7.45%) Credit Risk Developer
7 7 (7.45%) Senior Java Developer
8 6 (6.38%) Risk Analyst
8 6 (6.38%) Senior Oracle Developer
9 5 (5.32%) .NET Developer
9 5 (5.32%) C# Developer
9 5 (5.32%) Risk Business Analyst
10 4 (4.26%) C# .NET Developer
10 4 (4.26%) Data Engineer
11 3 (3.19%) Business IT Analyst
11 3 (3.19%) Database Developer
11 3 (3.19%) IT Analyst
11 3 (3.19%) Oracle Database Developer
Libraries, Frameworks & Software Standards
1 10 (10.64%) .NET
2 9 (9.57%) Spring
3 4 (4.26%) Anaconda
3 4 (4.26%) CSS
3 4 (4.26%) Ext JS
3 4 (4.26%) Hibernate
3 4 (4.26%) HTML
3 4 (4.26%) JMS
3 4 (4.26%) PySpark
3 4 (4.26%) Sass
3 4 (4.26%) Spring Batch
3 4 (4.26%) Spring Boot
3 4 (4.26%) XML
4 3 (3.19%) ASP.NET
4 3 (3.19%) ASP.NET MVC
5 2 (2.13%) CSS3
5 2 (2.13%) Flask
5 2 (2.13%) HTML5
5 2 (2.13%) jQuery
5 2 (2.13%) Twisted
Miscellaneous
1 24 (25.53%) Analytical Skills
2 20 (21.28%) Market Risk
3 15 (15.96%) Hybrid Cloud
4 9 (9.57%) Data Structures
4 9 (9.57%) Grid Computing
5 8 (8.51%) Derivative
5 8 (8.51%) Enterprise Software
6 5 (5.32%) Fixed Income
6 5 (5.32%) Foreign Exchange (FX)
7 4 (4.26%) Credit Derivative
8 3 (3.19%) Analytical Mindset
8 3 (3.19%) Management Information System
8 3 (3.19%) Mobile Banking
9 2 (2.13%) Equities
9 2 (2.13%) Reference Data
9 2 (2.13%) User Experience
10 1 (1.06%) Algorithms
10 1 (1.06%) Equity Risk
10 1 (1.06%) Greenfield Project
10 1 (1.06%) Interest Rate Derivative
Operating Systems
1 6 (6.38%) Linux
1 6 (6.38%) Unix
2 2 (2.13%) Red Hat Enterprise Linux
3 1 (1.06%) Windows
Processes & Methodologies
1 30 (31.91%) Risk Management
2 28 (29.79%) Agile Software Development
3 23 (24.47%) Analytics
4 21 (22.34%) Data Modelling
5 18 (19.15%) Continuous Integration
6 17 (18.09%) Microservices
7 16 (17.02%) IT Strategy
8 15 (15.96%) Scrum
9 14 (14.89%) TDD
10 12 (12.77%) Kanban
10 12 (12.77%) Multithreading
10 12 (12.77%) Performance Tuning
10 12 (12.77%) SDLC
10 12 (12.77%) Test Automation
11 10 (10.64%) Change Management
11 10 (10.64%) Scaled Agile Framework
12 9 (9.57%) Data Analysis
13 8 (8.51%) Problem-Solving
14 7 (7.45%) ETL
14 7 (7.45%) Software Architecture
Programming Languages
1 28 (29.79%) SQL
2 19 (20.21%) Java
3 10 (10.64%) Python
3 10 (10.64%) Scala
4 9 (9.57%) C#
5 6 (6.38%) JavaScript
6 5 (5.32%) PL/SQL
7 3 (3.19%) T-SQL
8 2 (2.13%) Bash Shell
8 2 (2.13%) SAS Macro
8 2 (2.13%) VB
8 2 (2.13%) VBA
9 1 (1.06%) C
9 1 (1.06%) C++
9 1 (1.06%) Lua
9 1 (1.06%) Shell Script
Qualifications
1 3 (3.19%) CCA
2 1 (1.06%) PhD
Quality Assurance & Compliance
1 6 (6.38%) Data Quality
2 5 (5.32%) Basel III
3 3 (3.19%) IFRS
3 3 (3.19%) IFRS 9
4 2 (2.13%) CRD IV
4 2 (2.13%) Sarbanes-Oxley
5 1 (1.06%) Basel II
5 1 (1.06%) EMIR
5 1 (1.06%) SLA
System Software
1 4 (4.26%) Docker
2 2 (2.13%) Apache ZooKeeper
2 2 (2.13%) HDFS
Systems Management
1 6 (6.38%) Kubernetes
2 2 (2.13%) Ansible
2 2 (2.13%) Hadoop YARN
3 1 (1.06%) Control-M
3 1 (1.06%) Tivoli
Vendors
1 20 (21.28%) Google
2 19 (20.21%) Oracle
3 5 (5.32%) Cloudera
4 4 (4.26%) Teradata
5 3 (3.19%) Hortonworks
5 3 (3.19%) Microsoft
5 3 (3.19%) Murex
6 2 (2.13%) Ab Initio
6 2 (2.13%) Cognos