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 3 months to 22 June 2017 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
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 428 437 363
Rank change year-on-year +9 -74  
Contract jobs citing Credit Risk 165 203 276
As % of all contract IT jobs advertised in England 0.38% 0.41% 0.54%
As % of the Miscellaneous category 1.15% 1.23% 1.68%
Number of daily rates quoted 122 136 240
Median daily rate £550 £500 £550
Median daily rate % change year-on-year +10.00% -9.09%  
90% offered a daily rate of more than £375 £350 £425
10% offered a daily rate of more than £648 £700 £675
UK excluding London median daily rate £400 £425 £450
% change year-on-year -5.88% -5.55%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

Credit Risk is in the generic IT skills category. The next 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.

Generic IT Skills
England
Contract job vacancies with a requirement for generic IT skills 14405 16514 16449
As % of all contract IT job vacancies advertised in England 33.47% 33.34% 32.17%
Number of daily rates quoted 9438 11001 10514
Median daily rate £463 £438 £425
Median daily rate % change year-on-year +5.71% +2.94%  
90% offered a daily rate of more than £284 £273 £255
10% offered a daily rate of more than £650 £613 £603
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.02% +3.53%  
Number of hourly rates quoted 451 529 597
Median hourly rate £22.00 £21.50 £18.47
Median hourly rate % change year-on-year +2.32% +16.40%  
90% offered a hourly rate of more than £12.00 £12.49 £12.00
10% offered a hourly rate of more than £50.00 £46.78 £45.00
UK excluding London median hourly rate £25.00 £22.75 £18.69
% change year-on-year +9.89% +21.72%  

Credit Risk
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Credit Risk as a proportion of all contract or permanent IT jobs with a match in the Miscellaneous category.

Job vacancy trend for Credit Risk in England

Credit Risk
Contractor Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Credit Risk in England.

Contractor daily rate trend for Credit Risk in England

Credit Risk
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Credit Risk in England over the 3 months to 22 June 2017.

Contractor daily rate histogram for Credit Risk in England

Credit Risk
Contractor Hourly Rate Trend in England

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Credit Risk in England.

Contractor 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 3 months to 22 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +9 128 £550 - 31
Yorkshire +22 12 £435 +2.65% 1
South East +21 10 £363 +7.40% 3
South West +10 6 £288 -4.16% 2
North West +14 5 £385 -12.00% 1
East of England -4 3 - -
East Midlands -9 1 - - 2
Credit Risk
UK

For the 6 months to 22 June 2017, IT contractor jobs citing Credit Risk also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the England region with a requirement for Credit Risk.

1 175 (53.68%) Finance
2 158 (48.47%) Banking
3 92 (28.22%) SQL
4 91 (27.91%) Market Risk
5 83 (25.46%) Agile Software Development
6 76 (23.31%) Analytics
7 72 (22.09%) Risk Management
8 65 (19.94%) Java
9 62 (19.02%) SAS
10 61 (18.71%) Investment Banking
11 59 (18.10%) Analytical Skills
12 57 (17.48%) Business Intelligence
13 51 (15.64%) Degree
14 45 (13.80%) SQL Server
15 44 (13.50%) Big Data
16 40 (12.27%) Retail
16 40 (12.27%) Stakeholder Management
17 39 (11.96%) C#
17 39 (11.96%) Microsoft Excel
18 37 (11.35%) Marketing
19 36 (11.04%) IFRS
20 35 (10.74%) IFRS 9
20 35 (10.74%) Mathematics
21 34 (10.43%) Python
22 33 (10.12%) Microsoft
22 33 (10.12%) Migration
23 32 (9.82%) Derivative
24 31 (9.51%) Web Analytics
24 31 (9.51%) Front Office
25 30 (9.20%) 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 62 (19.02%) SAS
2 17 (5.21%) Apache Spark
3 6 (1.84%) JBoss
3 6 (1.84%) WebLogic
4 5 (1.53%) Elasticsearch
5 4 (1.23%) Apache
5 4 (1.23%) DataSynapse
5 4 (1.23%) Oracle Coherence
6 3 (0.92%) SharePoint
6 3 (0.92%) WebSphere
7 1 (0.31%) Apache Pig
7 1 (0.31%) GemFire
7 1 (0.31%) IIS
7 1 (0.31%) MQSeries
7 1 (0.31%) SharePoint 2013
Applications
1 39 (11.96%) Microsoft Excel
2 23 (7.06%) Microsoft Office
3 17 (5.21%) Microsoft PowerPoint
4 14 (4.29%) MS Visio
5 1 (0.31%) EViews
5 1 (0.31%) Mathematica
5 1 (0.31%) Microsoft Project
5 1 (0.31%) Spreadsheet
5 1 (0.31%) SPSS
Business Applications
1 1 (0.31%) SAP Oil and Gas
Cloud Services
1 4 (1.23%) Amazon AWS
2 2 (0.61%) Microsoft Azure
2 2 (0.61%) Office 365
2 2 (0.61%) SaaS
3 1 (0.31%) Adobe Analytics
3 1 (0.31%) Google Analytics
3 1 (0.31%) IBM Blueworks
3 1 (0.31%) OpenShift
3 1 (0.31%) PaaS
Communications & Networking
1 2 (0.61%) Internet
1 2 (0.61%) Kerberos
2 1 (0.31%) Firewall
2 1 (0.31%) LAN
2 1 (0.31%) SMS
2 1 (0.31%) TCP/IP
2 1 (0.31%) WAN
2 1 (0.31%) Wireless
Database & Business Intelligence
1 45 (13.80%) SQL Server
2 44 (13.50%) Big Data
3 22 (6.75%) Hadoop
4 16 (4.91%) Data Warehouse
5 13 (3.99%) BusinessObjects
6 11 (3.37%) SAS Enterprise Guide
7 10 (3.07%) Relational Database
8 9 (2.76%) Base SAS
9 7 (2.15%) NoSQL
9 7 (2.15%) SAS Data Integration Studio
9 7 (2.15%) SQL Server Analysis Services
10 6 (1.84%) Apache Cassandra
10 6 (1.84%) Data Mining
10 6 (1.84%) HBase
10 6 (1.84%) Oracle Database
10 6 (1.84%) QlikView
10 6 (1.84%) SQL Server Integration Services
11 4 (1.23%) Apache Hive
11 4 (1.23%) Data Mart
12 3 (0.92%) BusinessObjects XI
Development Applications
1 20 (6.13%) Team Foundation Server
2 18 (5.52%) JIRA
3 14 (4.29%) Jenkins
4 8 (2.45%) Git (software)
4 8 (2.45%) Visual Studio
5 6 (1.84%) Subversion
6 5 (1.53%) NUnit
6 5 (1.53%) SpecFlow
7 4 (1.23%) ClearCase
7 4 (1.23%) CruiseControl
8 3 (0.92%) Atlassian Bamboo
8 3 (0.92%) FitNesse
9 2 (0.61%) Maven
9 2 (0.61%) Selenium
10 1 (0.31%) Jasmine
10 1 (0.31%) JMeter
10 1 (0.31%) JUnit
10 1 (0.31%) ProC
10 1 (0.31%) SoapUI
10 1 (0.31%) Visual Studio Team System
General
1 175 (53.68%) Finance
2 158 (48.47%) Banking
3 61 (18.71%) Investment Banking
4 40 (12.27%) Retail
5 37 (11.35%) Marketing
6 31 (9.51%) Front Office
7 20 (6.13%) Retail Banking
8 8 (2.45%) Financial Institution
9 7 (2.15%) Legal
9 7 (2.15%) Telecoms
10 5 (1.53%) Corporate Banking
11 4 (1.23%) Back Office
12 3 (0.92%) Japanese Language
13 1 (0.31%) Advertising
13 1 (0.31%) Billing
13 1 (0.31%) General Ledger
13 1 (0.31%) Pharmaceutical
13 1 (0.31%) Wholesale Banking
Job Titles
1 115 (35.28%) Analyst
2 112 (34.36%) Developer
3 60 (18.40%) Risk Analyst
4 49 (15.03%) Credit Analyst
5 46 (14.11%) Credit Risk Analyst
6 44 (13.50%) Business Analyst
7 36 (11.04%) Java Developer
8 26 (7.98%) Risk Business Analyst
9 23 (7.06%) Credit Risk Developer
10 19 (5.83%) Architect
10 19 (5.83%) Test Analyst
11 18 (5.52%) Credit Risk Business Analyst
12 17 (5.21%) Banking Analyst
12 17 (5.21%) Project Manager
12 17 (5.21%) Risk Manager
13 14 (4.29%) C# Developer
13 14 (4.29%) SAS Analyst
14 13 (3.99%) C++ Developer
14 13 (3.99%) Senior Analyst
14 13 (3.99%) Solutions Architect
Libraries, Frameworks & Software Standards
1 29 (8.90%) .NET
2 21 (6.44%) Web Services
3 15 (4.60%) Spring
4 9 (2.76%) HTML
5 8 (2.45%) AngularJS
5 8 (2.45%) WCF
6 7 (2.15%) CSS
6 7 (2.15%) WPF
7 6 (1.84%) ASP.NET
7 6 (1.84%) RESTful
8 5 (1.53%) SOAP
8 5 (1.53%) WF
9 3 (0.92%) ASP.NET MVC
9 3 (0.92%) HTML5
9 3 (0.92%) IBM Integration Bus
9 3 (0.92%) REST
10 2 (0.61%) JavaFX
10 2 (0.61%) JPA
10 2 (0.61%) Kafka
10 2 (0.61%) Spring Web Flow
Miscellaneous
1 91 (27.91%) Market Risk
2 59 (18.10%) Analytical Skills
3 32 (9.82%) Derivative
4 25 (7.67%) Computer Science
5 17 (5.21%) Foreign Exchange (FX)
6 16 (4.91%) Grid Computing
7 8 (2.45%) Equities
7 8 (2.45%) Management Information System
8 6 (1.84%) Credit Derivative
8 6 (1.84%) Fixed Income
8 6 (1.84%) Hedge funds
8 6 (1.84%) N-Tier
8 6 (1.84%) User Experience
9 5 (1.53%) Enterprise Software
9 5 (1.53%) Mainframe
9 5 (1.53%) Virtual Team
10 4 (1.23%) Data Structures
10 4 (1.23%) OTC Derivatives
11 3 (0.92%) Algorithms
11 3 (0.92%) Mobile App
Operating Systems
1 14 (4.29%) Unix
2 13 (3.99%) Linux
2 13 (3.99%) Windows
3 2 (0.61%) AIX
3 2 (0.61%) Windows 10
3 2 (0.61%) Windows 7
3 2 (0.61%) Windows 8
3 2 (0.61%) Windows Server
3 2 (0.61%) Windows Server 2008
4 1 (0.31%) Android
4 1 (0.31%) Apple iOS
4 1 (0.31%) OS/400
4 1 (0.31%) Ubuntu
Processes & Methodologies
1 83 (25.46%) Agile Software Development
2 76 (23.31%) Analytics
3 72 (22.09%) Risk Management
4 57 (17.48%) Business Intelligence
5 40 (12.27%) Stakeholder Management
6 35 (10.74%) Mathematics
7 33 (10.12%) Migration
8 31 (9.51%) Web Analytics
9 30 (9.20%) Data Modelling
9 30 (9.20%) ETL
9 30 (9.20%) TDD
10 26 (7.98%) Business Analysis
10 26 (7.98%) Project Management
11 23 (7.06%) Scrum
12 21 (6.44%) Credit Risk Modelling
12 21 (6.44%) Stress Testing
13 20 (6.13%) Data Management
13 20 (6.13%) Multithreading
13 20 (6.13%) Validation
14 19 (5.83%) Continuous Integration
Programming Languages
1 92 (28.22%) SQL
2 65 (19.94%) Java
3 39 (11.96%) C#
4 34 (10.43%) Python
5 27 (8.28%) VBA
6 22 (6.75%) C++
7 19 (5.83%) Scala
8 9 (2.76%) R
9 7 (2.15%) JavaScript
10 6 (1.84%) PowerShell
11 5 (1.53%) SAS Macro
12 4 (1.23%) MATLAB
13 3 (0.92%) PL/SQL
13 3 (0.92%) Shell Script
14 2 (0.61%) C
14 2 (0.61%) Go
14 2 (0.61%) T-SQL
14 2 (0.61%) TypeScript
15 1 (0.31%) ES6
15 1 (0.31%) PROC SQL
Qualifications
1 51 (15.64%) Degree
2 16 (4.91%) Numerate Degree
3 15 (4.60%) Computer Science Degree
4 12 (3.68%) PhD
5 6 (1.84%) CFA
6 3 (0.92%) MBA
6 3 (0.92%) PRINCE2 Certification
6 3 (0.92%) SAS Certification
7 2 (0.61%) ACCA
7 2 (0.61%) CIMA
8 1 (0.31%) DBS Check
8 1 (0.31%) ISEB
8 1 (0.31%) ISTQB
8 1 (0.31%) Master's Degree
8 1 (0.31%) PMP
8 1 (0.31%) Postgraduate
Quality Assurance & Compliance
1 36 (11.04%) IFRS
2 35 (10.74%) IFRS 9
3 18 (5.52%) Data Quality
4 14 (4.29%) Dodd-Frank
5 12 (3.68%) Basel II
6 10 (3.07%) QA
7 5 (1.53%) IAS 39
8 4 (1.23%) Basel III
9 3 (0.92%) CRD IV
9 3 (0.92%) SLA
10 2 (0.61%) EMIR
10 2 (0.61%) Sarbanes-Oxley
11 1 (0.31%) FATCA
11 1 (0.31%) GDPR
11 1 (0.31%) MiFID
11 1 (0.31%) Solvency II
System Software
1 2 (0.61%) Active Directory
1 2 (0.61%) GridGain
2 1 (0.31%) Docker
2 1 (0.31%) Platform Symphony
Systems Management
1 5 (1.53%) Dollar Universe
2 3 (0.92%) BladeLogic
2 3 (0.92%) Control-M
3 2 (0.61%) Ansible
3 2 (0.61%) Opscode Chef
4 1 (0.31%) Kibana
4 1 (0.31%) logstash
4 1 (0.31%) Mesos
4 1 (0.31%) Puppet
4 1 (0.31%) Tivoli
Vendors
1 33 (10.12%) Microsoft
2 29 (8.90%) Oracle
3 10 (3.07%) IBM
4 8 (2.45%) Murex
4 8 (2.45%) SAP
5 4 (1.23%) Teradata
6 3 (0.92%) Atlassian
6 3 (0.92%) BT
6 3 (0.92%) Calypso
6 3 (0.92%) Cloudera
6 3 (0.92%) Pega
6 3 (0.92%) Remedy
7 2 (0.61%) Hyperion
7 2 (0.61%) Informatica
7 2 (0.61%) Wallstreet Suite
8 1 (0.31%) Ab Initio
8 1 (0.31%) Adobe
8 1 (0.31%) Bloomberg
8 1 (0.31%) Red Hat
8 1 (0.31%) Reuters
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