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 30 March 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
30 Mar 2017
Same period 2016 Same period 2015
Rank 417 395 387
Rank change year-on-year -22 -8  
Contract jobs citing Credit Risk 159 240 221
As % of all contract IT jobs advertised in England 0.38% 0.48% 0.45%
As % of the Miscellaneous category 1.18% 1.53% 1.48%
Number of daily rates quoted 125 172 168
Median daily rate £525 £525 £525
90% offered a daily rate of more than £350 £376 £336
10% offered a daily rate of more than £676 £700 £700
UK excluding London median daily rate £425 £450 £450
% change year-on-year -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 13431 15664 14974
As % of all contract IT job vacancies advertised in England 31.99% 31.35% 30.71%
Number of daily rates quoted 8725 10365 9165
Median daily rate £450 £425 £425
Median daily rate % change year-on-year +5.88% -  
90% offered a daily rate of more than £275 £270 £250
10% offered a daily rate of more than £625 £625 £600
UK excluding London median daily rate £395 £375 £375
% change year-on-year +5.33% -  
Number of hourly rates quoted 499 530 626
Median hourly rate £22.50 £22.50 £18.50
Median hourly rate % change year-on-year - +21.62%  
90% offered a hourly rate of more than £11.33 £12.00 £11.74
10% offered a hourly rate of more than £50.00 £50.00 £42.60
UK excluding London median hourly rate £20.00 £25.50 £18.50
% change year-on-year -21.56% +37.83%  

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 30 March 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 30 March 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 -33 113 £550 - 22
West Midlands +22 9 £339 -20.23% 2
East Midlands +1 9 £425 -39.28% 3
North West +23 7 £413 -10.81%
South East +12 6 £450 -5.26% 4
Yorkshire +6 6 £507 +2.32% 5
South West - 5 £344 -
East of England - 4 £450 -
Credit Risk
UK

For the 6 months to 30 March 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.

1 196 (51.85%) Finance
2 146 (38.62%) Analytics
3 138 (36.51%) Banking
4 132 (34.92%) SQL
5 115 (30.42%) Business Intelligence
6 105 (27.78%) Marketing
7 98 (25.93%) Big Data
8 95 (25.13%) Web Analytics
9 88 (23.28%) Agile Software Development
10 86 (22.75%) Market Risk
11 79 (20.90%) Java
12 67 (17.72%) SAS
13 60 (15.87%) Risk Management
14 59 (15.61%) Python
15 58 (15.34%) Degree
16 56 (14.81%) Analytical Skills
17 54 (14.29%) Oracle
18 51 (13.49%) Stakeholder Management
19 43 (11.38%) Investment Banking
19 43 (11.38%) SQL Server
20 40 (10.58%) Hadoop
21 39 (10.32%) Business Analysis
21 39 (10.32%) Migration
22 38 (10.05%) C++
22 38 (10.05%) Data Warehouse
23 37 (9.79%) Unix
24 36 (9.52%) Apache Spark
25 35 (9.26%) Retail
25 35 (9.26%) Mathematics
26 34 (8.99%) ETL

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 67 (17.72%) SAS
2 36 (9.52%) Apache Spark
3 7 (1.85%) Oracle Coherence
4 6 (1.59%) Elasticsearch
4 6 (1.59%) JBoss
4 6 (1.59%) WebLogic
5 4 (1.06%) Apache
6 3 (0.79%) Apache Pig
6 3 (0.79%) DataSynapse
6 3 (0.79%) SharePoint
6 3 (0.79%) WebSphere
7 1 (0.26%) Confluence
7 1 (0.26%) GemFire
7 1 (0.26%) MQSeries
7 1 (0.26%) SharePoint 2013
7 1 (0.26%) Tomcat
Applications
1 17 (4.50%) MS Office
2 12 (3.17%) MS Excel
3 5 (1.32%) MS Visio
3 5 (1.32%) SPSS
4 4 (1.06%) MS PowerPoint
5 2 (0.53%) EViews
6 1 (0.26%) Mathematica
6 1 (0.26%) Spreadsheet
Business Applications
1 3 (0.79%) Sprinklr
2 2 (0.53%) Adaptiv
3 1 (0.26%) FastStats
3 1 (0.26%) SAP Oil and Gas
Cloud Services
1 12 (3.17%) GitHub
2 9 (2.38%) Google Analytics
3 8 (2.12%) Adobe Analytics
4 7 (1.85%) Amazon AWS
5 5 (1.32%) IBM Blueworks
6 2 (0.53%) Office 365
6 2 (0.53%) SaaS
7 1 (0.26%) Google Cloud Platform
7 1 (0.26%) OpenShift
7 1 (0.26%) PaaS
7 1 (0.26%) SmartFocus
Communications & Networking
1 15 (3.97%) Kerberos
1 15 (3.97%) LDAP
2 2 (0.53%) Firewall
2 2 (0.53%) Internet
Database & Business Intelligence
1 98 (25.93%) Big Data
2 43 (11.38%) SQL Server
3 40 (10.58%) Hadoop
4 38 (10.05%) Data Warehouse
5 19 (5.03%) Apache Hive
6 17 (4.50%) Base SAS
7 11 (2.91%) BusinessObjects
7 11 (2.91%) SAS Enterprise Guide
8 9 (2.38%) NoSQL
8 9 (2.38%) SAS Data Integration Studio
8 9 (2.38%) SQL Server Analysis Services
8 9 (2.38%) SQL Server Integration Services
9 8 (2.12%) HBase
9 8 (2.12%) QlikView
9 8 (2.12%) Relational Database
9 8 (2.12%) SQL Server Reporting Services
10 6 (1.59%) Power BI
10 6 (1.59%) SAS Visual Analytics
11 5 (1.32%) Oracle Database
12 4 (1.06%) Impala
Development Applications
1 30 (7.94%) Jenkins
2 16 (4.23%) Git (software)
2 16 (4.23%) Team Foundation Server
3 14 (3.70%) JIRA
3 14 (3.70%) Maven
4 13 (3.44%) Subversion
5 7 (1.85%) NUnit
6 6 (1.59%) ClearCase
6 6 (1.59%) CruiseControl
6 6 (1.59%) Selenium
7 4 (1.06%) TeamCity
7 4 (1.06%) Visual Studio
8 3 (0.79%) Hudson
8 3 (0.79%) PHPUnit
8 3 (0.79%) Talend Open Studio
9 2 (0.53%) JMeter
9 2 (0.53%) SoapUI
9 2 (0.53%) SonarQube
9 2 (0.53%) SpecFlow
9 2 (0.53%) Visual Studio Tools for Office
General
1 196 (51.85%) Finance
2 138 (36.51%) Banking
3 105 (27.78%) Marketing
4 43 (11.38%) Investment Banking
5 35 (9.26%) Retail
6 22 (5.82%) Front Office
7 12 (3.17%) Financial Institution
8 8 (2.12%) Retail Banking
8 8 (2.12%) Telecoms
9 6 (1.59%) Games
10 5 (1.32%) Back Office
10 5 (1.32%) Legal
11 4 (1.06%) Wholesale Banking
12 3 (0.79%) Corporate Banking
13 1 (0.26%) Advertising
13 1 (0.26%) Automotive
13 1 (0.26%) General Ledger
13 1 (0.26%) International Banking
Job Titles
1 128 (33.86%) Analyst
2 107 (28.31%) Developer
3 62 (16.40%) Business Analyst
4 59 (15.61%) Risk Analyst
5 43 (11.38%) Credit Analyst
5 43 (11.38%) Credit Risk Analyst
6 36 (9.52%) Risk Business Analyst
7 31 (8.20%) Java Developer
8 30 (7.94%) Architect
9 26 (6.88%) Credit Risk Business Analyst
10 22 (5.82%) Credit Risk Developer
11 21 (5.56%) Consultant
12 17 (4.50%) Credit Risk Java Developer
12 17 (4.50%) Data Analyst
12 17 (4.50%) Project Manager
13 16 (4.23%) DevOps Engineer
13 16 (4.23%) Market Risk Analyst
14 15 (3.97%) Hadoop Engineer
14 15 (3.97%) SAS Analyst
14 15 (3.97%) Solutions Architect
Libraries, Frameworks & Software Standards
1 24 (6.35%) Web Services
2 19 (5.03%) .NET
3 14 (3.70%) Spring
4 9 (2.38%) WCF
5 7 (1.85%) WPF
6 6 (1.59%) AngularJS
6 6 (1.59%) ASP.NET
6 6 (1.59%) HTML
6 6 (1.59%) SOAP
6 6 (1.59%) XML
7 5 (1.32%) CSS
7 5 (1.32%) MDX
8 4 (1.06%) .NET Framework
8 4 (1.06%) ASP.NET MVC
8 4 (1.06%) J2EE
8 4 (1.06%) JMS
8 4 (1.06%) jQuery
8 4 (1.06%) JSP
8 4 (1.06%) WF
9 3 (0.79%) JMX
Miscellaneous
1 86 (22.75%) Market Risk
2 56 (14.81%) Analytical Skills
3 26 (6.88%) Computer Science
4 19 (5.03%) Algorithms
5 18 (4.76%) Derivative
5 18 (4.76%) Foreign Exchange (FX)
6 14 (3.70%) Grid Computing
7 9 (2.38%) N-Tier
8 8 (2.12%) Equities
9 7 (1.85%) Fixed Income
9 7 (1.85%) OTC Derivatives
9 7 (1.85%) Social Media
10 6 (1.59%) Mainframe
10 6 (1.59%) Management Information System
11 5 (1.32%) Credit Derivative
11 5 (1.32%) Reference Data
12 4 (1.06%) Data Structures
12 4 (1.06%) FMCG
12 4 (1.06%) User Experience
13 2 (0.53%) Mobile App
Operating Systems
1 37 (9.79%) Unix
2 29 (7.67%) Linux
3 15 (3.97%) Windows
4 3 (0.79%) AIX
5 2 (0.53%) Ubuntu
5 2 (0.53%) Windows 10
5 2 (0.53%) Windows 7
5 2 (0.53%) Windows 8
5 2 (0.53%) Windows Server
5 2 (0.53%) Windows Server 2008
6 1 (0.26%) Android
6 1 (0.26%) Apple iOS
6 1 (0.26%) OS/400
6 1 (0.26%) Solaris
Processes & Methodologies
1 146 (38.62%) Analytics
2 115 (30.42%) Business Intelligence
3 95 (25.13%) Web Analytics
4 88 (23.28%) Agile Software Development
5 60 (15.87%) Risk Management
6 51 (13.49%) Stakeholder Management
7 39 (10.32%) Business Analysis
7 39 (10.32%) Migration
8 35 (9.26%) Mathematics
9 34 (8.99%) ETL
10 33 (8.73%) Continuous Integration
11 30 (7.94%) DevOps
12 29 (7.67%) Data Modelling
12 29 (7.67%) Project Management
13 28 (7.41%) Data Analysis
13 28 (7.41%) Data Management
14 26 (6.88%) Machine Learning
15 25 (6.61%) Change Management
16 23 (6.08%) SDLC
17 22 (5.82%) Risk Analytics
Programming Languages
1 132 (34.92%) SQL
2 79 (20.90%) Java
3 59 (15.61%) Python
4 38 (10.05%) C++
5 32 (8.47%) C#
5 32 (8.47%) Scala
6 31 (8.20%) R
7 18 (4.76%) JavaScript
8 13 (3.44%) VBA
9 12 (3.17%) Bash Shell
10 7 (1.85%) MATLAB
11 5 (1.32%) PowerShell
11 5 (1.32%) SAS Macro
12 4 (1.06%) PHP
12 4 (1.06%) Shell Script
12 4 (1.06%) T-SQL
12 4 (1.06%) VB
13 3 (0.79%) Go
14 2 (0.53%) C
14 2 (0.53%) PL/SQL
Qualifications
1 58 (15.34%) Degree
2 13 (3.44%) PhD
3 4 (1.06%) PRINCE2 Certification
4 3 (0.79%) DBS Check
4 3 (0.79%) ISEB
4 3 (0.79%) SAS Certification
5 2 (0.53%) Postgraduate
6 1 (0.26%) CFA
6 1 (0.26%) ISTQB
6 1 (0.26%) PMP
Quality Assurance & Compliance
1 25 (6.61%) Data Quality
2 22 (5.82%) IFRS
3 21 (5.56%) IFRS 9
4 15 (3.97%) QA
5 12 (3.17%) Dodd-Frank
6 11 (2.91%) Basel III
6 11 (2.91%) MiFID
7 4 (1.06%) IAS 39
8 3 (0.79%) CRD IV
8 3 (0.79%) EMIR
8 3 (0.79%) SLA
9 2 (0.53%) PMO
9 2 (0.53%) Sarbanes-Oxley
9 2 (0.53%) Solvency II
10 1 (0.26%) COREP
10 1 (0.26%) FATCA
10 1 (0.26%) GDPR
System Software
1 3 (0.79%) Docker
2 2 (0.53%) Active Directory
2 2 (0.53%) Apache Flume
3 1 (0.26%) HDFS
Systems Management
1 15 (3.97%) Ansible
1 15 (3.97%) Opscode Chef
2 13 (3.44%) Puppet
3 5 (1.32%) Dollar Universe
3 5 (1.32%) Tivoli
4 2 (0.53%) Mesos
5 1 (0.26%) BladeLogic
5 1 (0.26%) Control-M
5 1 (0.26%) Kibana
5 1 (0.26%) logstash
Vendors
1 54 (14.29%) Oracle
2 27 (7.14%) Microsoft
3 13 (3.44%) Hortonworks
4 12 (3.17%) Teradata
5 9 (2.38%) Google
5 9 (2.38%) IBM
5 9 (2.38%) Informatica
6 6 (1.59%) Ab Initio
6 6 (1.59%) Adobe
6 6 (1.59%) Tableau
7 5 (1.32%) Murex
7 5 (1.32%) Sybase
8 4 (1.06%) MicroStrategy
8 4 (1.06%) SAP
9 3 (0.79%) Brandwatch
9 3 (0.79%) Omniture
9 3 (0.79%) Pega
9 3 (0.79%) Talend
10 2 (0.53%) Atlassian
10 2 (0.53%) Cloudera
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