The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the England region. Included is a guide to the average contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 18 September 2014 with a comparison to the same period in the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

Location
3 months to
18 Sep 2014
Same period 2013 Same period 2012
Data Modeling
Rank 73 72 73
Rank change year-on-year
-1 +1
Contract jobs citing Data Modelling 1311 1275 1332
As % of all contract IT jobs located in England 2.51% 2.68% 2.52%
As % of the Processes & Methodologies category 3.37% 3.60% 3.47%
Number of daily rates quoted 822 776 794
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£450 £449 £450
Average daily rate % change year-on-year
+0.27% -0.27%
90% offered a daily rate of more than £325 £315 £325
10% offered a daily rate of more than £600 £600 £600
UK excluding London average daily rate £413 £400 £400
% change year-on-year
+3.12% -
Number of hourly rates quoted 6 18 16
Average hourly rate £21.62 £37.80 £37.50
Average hourly rate % change year-on-year
-42.80% +0.80%
90% offered a hourly rate of more than £13.19 £17.50 £30.00
10% offered a hourly rate of more than £80.00 £90.00 £51.00
UK excluding London average hourly rate £30.00 £37.80 £36.00
% change year-on-year
-20.63% +5.00%
Data Modelling
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the England region.

Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
38886 35393 38358
As % of all contract IT jobs located in England 74.51% 74.47% 72.52%
Number of daily rates quoted 24707 22275 22626
Average daily rate £413 £402 £400
Average daily rate % change year-on-year
+2.61% +0.50%
90% offered a daily rate of more than £275 £275 £268
10% offered a daily rate of more than £575 £575 £575
UK excluding London average daily rate £375 £370 £363
% change year-on-year
+1.35% +2.06%
Number of hourly rates quoted 1095 1010 1412
Average hourly rate £23.50 £28.50 £31.50
Average hourly rate % change year-on-year
-17.54% -9.52%
90% offered a hourly rate of more than £12.50 £12.50 £13.00
10% offered a hourly rate of more than £47.50 £50.00 £47.00
UK excluding London average hourly rate £26.00 £30.00 £30.00
% change year-on-year
-13.33% -

Data Modelling
Jobs Demand Trend in England

This chart provides a 3-month moving total of IT contractor jobs citing Data Modelling across the England region as a proportion of the total demand within the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in England

Data Modelling
Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Modelling across the England region.

Data Modelling Daily Rate Trend in England

Data Modelling
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the England region over the 3 months to 18 September 2014.

Data Modelling Daily Rate Histogram in England

Data Modelling
Hourly Rate Trend in England

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Modelling across the England region.

Data Modelling Hourly Rate Trend in England

Data Modelling
Hourly Rate Histogram in England

This chart provides a histogram of hourly rates quoted in contract IT jobs citing Data Modelling across the England region over the 3 months to 18 September 2014.

Data Modelling Hourly Rate Histogram in England

Data Modelling
Contract Job Locations in England

The table below looks at the demand and provides a guide to the average contractor rates quoted in IT jobs citing Data Modelling within the England region over the 3 months to 18 September 2014. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -4 758 £500 +5.26% 129
South East -33 135 £431 +6.48% 47
North West +56 108 £375 -2.59% 31
Yorkshire +28 82 £375 +19.04% 7
South West -25 75 £488 +25.80% 10
East of England -9 64 £413 -1.78% 19
West Midlands -10 50 £425 +6.25% 10
East Midlands -7 17 £325 -7.14% 2
North East -30 11 £363 +11.53% 1
Midlands -8 3 £350 -12.50%
Data Modelling
UK

Data Modelling
Top 30 Related IT Skills in England

For the 6 months to 18 September 2014, IT contractor jobs across the England region citing Data Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Modelling.

1 924 (38.66%) SQL
2 649 (27.15%) Oracle
3 633 (26.49%) Data Warehouse
4 631 (26.40%) Finance
5 596 (24.94%) Business Intelligence
6 560 (23.43%) ETL
7 490 (20.50%) SQL Server
8 375 (15.69%) Agile Software Development
9 355 (14.85%) Banking
10 331 (13.85%) Data Architecture
11 323 (13.51%) Data Analysis
12 290 (12.13%) Analytical Skills
13 287 (12.01%) Microsoft
14 249 (10.42%) Business Analysis
15 238 (9.96%) Data Integration
16 237 (9.92%) Data Management
17 232 (9.71%) Migration
18 227 (9.50%) Degree
19 223 (9.33%) PL/SQL
20 217 (9.08%) XML
21 216 (9.04%) Analytics
22 213 (8.91%) MS Excel
23 208 (8.70%) SQL Server Integration Services
24 204 (8.54%) Oracle Database
25 203 (8.49%) Relational Database
26 202 (8.45%) Java
27 185 (7.74%) UML
28 175 (7.32%) Investment Banking
29 173 (7.24%) Informatica
30 172 (7.20%) Stakeholder Management

Data Modelling
Top Related IT Skills in England by Category

For the 6 months to 18 September 2014, IT contractor jobs across the England region citing Data Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Application Platforms
1 106 (4.44%) SAS
2 82 (3.43%) SharePoint
3 40 (1.67%) Confluence
4 38 (1.59%) Tomcat
5 34 (1.42%) Apache
6 20 (0.84%) WebLogic
7 19 (0.79%) BizTalk Server
7 19 (0.79%) nginx
8 15 (0.63%) WebSphere
9 14 (0.59%) Apache Pig
9 14 (0.59%) IIS
10 13 (0.54%) CMS
10 13 (0.54%) Oracle Workflow
11 12 (0.50%) MediaWiki
12 11 (0.46%) SharePoint 2010
12 11 (0.46%) Mule
13 10 (0.42%) Moodle
14 9 (0.38%) MQSeries
15 7 (0.29%) NetWeaver
16 6 (0.25%) ArcGIS
Applications
1 213 (8.91%) MS Excel
2 85 (3.56%) MS Visio
3 61 (2.55%) MS Office
4 28 (1.17%) MS PowerPoint
5 14 (0.59%) MS Project
6 13 (0.54%) SPSS
7 12 (0.50%) Spreadsheet
8 11 (0.46%) PowerPivot
9 6 (0.25%) Photoshop
9 6 (0.25%) Adobe Illustrator
10 5 (0.21%) Stata
11 3 (0.13%) Mathematica
12 2 (0.084%) InfoPath
13 1 (0.042%) Open Workbench
13 1 (0.042%) FastStats
13 1 (0.042%) OmniGraffle
13 1 (0.042%) Casewise Modeler
Business Applications
1 39 (1.63%) Dynamics CRM
2 36 (1.51%) Markit EDM
3 33 (1.38%) Oracle EBS
4 16 (0.67%) Loan IQ
5 14 (0.59%) Google Analytics
5 14 (0.59%) Cognos TM1
6 12 (0.50%) Oracle EBS R12
7 9 (0.38%) Cognos Business Intelligence
7 9 (0.38%) Remedy ITSM
7 9 (0.38%) SiteCatalyst
8 8 (0.33%) Oracle BPM
9 7 (0.29%) Oracle Retail
9 7 (0.29%) SAP IS-U
10 6 (0.25%) SAP SRM
10 6 (0.25%) SAP Oil and Gas
10 6 (0.25%) Oracle 11i
10 6 (0.25%) WebTrends
10 6 (0.25%) SAP BPC
11 5 (0.21%) Dynamics AX
11 5 (0.21%) Endur
Cloud Services
1 14 (0.59%) Microsoft Azure
2 11 (0.46%) SaaS
3 8 (0.33%) Force.com
4 6 (0.25%) IaaS
4 6 (0.25%) PaaS
5 4 (0.17%) Cloud Computing
6 2 (0.084%) SuccessFactors
6 2 (0.084%) Office 365
7 1 (0.042%) Amazon SQS
7 1 (0.042%) IBM SmartCloud
7 1 (0.042%) IBM Blueworks
7 1 (0.042%) Amazon AWS
Communications & Networking
1 26 (1.09%) HTTP
2 25 (1.05%) WAN
3 20 (0.84%) Firewall
4 19 (0.79%) LDAP
5 18 (0.75%) Internet
6 16 (0.67%) VPN
6 16 (0.67%) LAN
7 14 (0.59%) IPsec
8 13 (0.54%) EIGRP
8 13 (0.54%) OSPF
8 13 (0.54%) BGP
8 13 (0.54%) OpenLDAP
9 12 (0.50%) Network Security
9 12 (0.50%) IPv6
10 11 (0.46%) Ethernet
11 10 (0.42%) FTP
11 10 (0.42%) SSH
12 9 (0.38%) SAN
13 6 (0.25%) Intranet
14 5 (0.21%) DSL
Database & Business Intelligence
1 633 (26.49%) Data Warehouse
2 490 (20.50%) SQL Server
3 208 (8.70%) SQL Server Integration Services
4 204 (8.54%) Oracle Database
5 203 (8.49%) Relational Database
6 151 (6.32%) QlikView
7 143 (5.98%) SQL Server Reporting Services
8 127 (5.31%) Oracle Database 11g
9 112 (4.69%) SQL Server 2008
10 105 (4.39%) Big Data
11 104 (4.35%) SQL Server Analysis Services
12 99 (4.14%) MySQL
13 93 (3.89%) Oracle BI EE
14 79 (3.31%) RDBMS
15 75 (3.14%) PowerCenter
16 72 (3.01%) Data Mart
17 71 (2.97%) Oracle ODI
18 66 (2.76%) Hadoop
18 66 (2.76%) Data Mining
19 65 (2.72%) Oracle Reports
Development Applications
1 105 (4.39%) ERwin
2 65 (2.72%) JIRA
3 48 (2.01%) Subversion
4 38 (1.59%) Team Foundation Server
5 34 (1.42%) Visual Studio
6 33 (1.38%) Git (software)
7 27 (1.13%) JUnit
8 25 (1.05%) SQL Server Management Studio (SSMS)
9 20 (0.84%) Talend Open Studio
10 17 (0.71%) PowerDesigner
11 15 (0.63%) Toad
12 12 (0.50%) Hudson
12 12 (0.50%) Jenkins
13 11 (0.46%) JMeter
14 10 (0.42%) Rational Rose
15 8 (0.33%) NUnit
16 6 (0.25%) Eclipse
17 5 (0.21%) Ant
17 5 (0.21%) Oracle Forms
17 5 (0.21%) XMLSpy
General
1 631 (26.40%) Finance
2 355 (14.85%) Banking
3 175 (7.32%) Investment Banking
4 125 (5.23%) Retail
5 62 (2.59%) Marketing
6 58 (2.43%) Legal
7 57 (2.38%) Telecoms
7 57 (2.38%) Front Office
8 34 (1.42%) Games
9 27 (1.13%) Pharmaceutical
9 27 (1.13%) Financial Institution
10 26 (1.09%) Back Office
10 26 (1.09%) Manufacturing
11 25 (1.05%) Billing
12 23 (0.96%) Publishing
13 18 (0.75%) Advertising
14 16 (0.67%) Retail Banking
15 14 (0.59%) Local Government
16 9 (0.38%) German Language
17 8 (0.33%) Corporate Banking
Job Titles
1 743 (31.09%) Analyst
2 700 (29.29%) Developer
3 499 (20.88%) Architect
4 455 (19.04%) Business Analyst
5 228 (9.54%) Data Architect
6 210 (8.79%) Data Analyst
7 160 (6.69%) Consultant
8 106 (4.44%) Data Modeller
9 97 (4.06%) SQL Developer
10 88 (3.68%) Technical Architect
11 83 (3.47%) Solutions Architect
12 72 (3.01%) Oracle Developer
13 70 (2.93%) QlikView Developer
14 68 (2.85%) Business Intelligence Developer
15 59 (2.47%) Senior Developer
16 58 (2.43%) Designer
17 57 (2.38%) Senior Analyst
18 53 (2.22%) ETL Developer
19 50 (2.09%) DBA
20 45 (1.88%) Systems Analyst
Libraries, Frameworks & Software Standards
1 217 (9.08%) XML
2 145 (6.07%) Web Services
3 131 (5.48%) .NET
4 110 (4.60%) HTML
5 65 (2.72%) XSD
6 55 (2.30%) CSS
7 46 (1.92%) Middleware
7 46 (1.92%) Ajax
8 44 (1.84%) WCF
9 42 (1.76%) JSON
9 42 (1.76%) SOAP
10 41 (1.72%) jQuery
11 38 (1.59%) Spring
12 36 (1.51%) REST
13 35 (1.46%) MDX
13 35 (1.46%) J2EE
14 33 (1.38%) ASP.NET
14 33 (1.38%) HTML5
15 29 (1.21%) JSP
15 29 (1.21%) Spring MVC
Miscellaneous
1 290 (12.13%) Analytical Skills
2 238 (9.96%) Data Integration
3 147 (6.15%) Management Information System
4 121 (5.06%) Reference Data
5 71 (2.97%) Visualisation
6 59 (2.47%) Market Risk
7 58 (2.43%) Computer Science
8 53 (2.22%) Credit Risk
9 40 (1.67%) Open Source
10 39 (1.63%) Derivative
10 39 (1.63%) User Experience
11 38 (1.59%) NHS
12 36 (1.51%) Foreign Exchange (FX)
13 33 (1.38%) Enterprise Software
14 28 (1.17%) Fixed Income
15 25 (1.05%) Replication
16 23 (0.96%) CMDB
17 21 (0.88%) Data Extraction
18 20 (0.84%) Online Games
18 20 (0.84%) N-Tier
Operating Systems
1 146 (6.11%) UNIX
2 105 (4.39%) Windows
3 84 (3.51%) Linux
4 17 (0.71%) CentOS
5 15 (0.63%) Windows Server 2003
6 12 (0.50%) MVS
6 12 (0.50%) Red Hat Enterprise Linux
6 12 (0.50%) Debian
6 12 (0.50%) Ubuntu
7 7 (0.29%) Android
7 7 (0.29%) Apple iOS
8 6 (0.25%) Solaris
9 4 (0.17%) zOS
9 4 (0.17%) Windows Server 2008
10 3 (0.13%) AIX
11 2 (0.084%) Windows Server 2012
12 1 (0.042%) Windows Phone
12 1 (0.042%) Tru64
12 1 (0.042%) HPUX
12 1 (0.042%) Windows 2000
Processes & Methodologies
1 596 (24.94%) Business Intelligence
2 560 (23.43%) ETL
3 375 (15.69%) Agile Software Development
4 331 (13.85%) Data Architecture
5 323 (13.51%) Data Analysis
6 249 (10.42%) Business Analysis
7 237 (9.92%) Data Management
8 232 (9.71%) Migration
9 216 (9.04%) Analytics
10 185 (7.74%) UML
11 172 (7.20%) Stakeholder Management
12 164 (6.86%) Project Management
13 157 (6.57%) Data Migration
14 132 (5.52%) CRM
15 127 (5.31%) SOA
16 125 (5.23%) Risk Management
17 120 (5.02%) Performance Tuning
18 116 (4.85%) Data Mapping
18 116 (4.85%) Scrum
18 116 (4.85%) Use Case
Programming Languages
1 924 (38.66%) SQL
2 223 (9.33%) PL/SQL
3 202 (8.45%) Java
4 149 (6.23%) T-SQL
5 104 (4.35%) C#
6 81 (3.39%) JavaScript
7 76 (3.18%) Shell Script
8 60 (2.51%) VBA
9 56 (2.34%) Perl
10 47 (1.97%) PHP
11 44 (1.84%) Python
12 28 (1.17%) Bash Shell
13 26 (1.09%) VB
14 22 (0.92%) ABAP
15 20 (0.84%) Scala
16 19 (0.79%) C++
17 18 (0.75%) Ruby
18 17 (0.71%) C
19 12 (0.50%) VBScript
19 12 (0.50%) R
Qualifications
1 227 (9.50%) Degree
2 103 (4.31%) Security Cleared
3 62 (2.59%) SC Cleared
4 38 (1.59%) ISEB
5 30 (1.26%) Microsoft Certification
6 23 (0.96%) MCITP
7 15 (0.63%) ITIL Certification
8 12 (0.50%) SAP Certification
8 12 (0.50%) DV Cleared
9 11 (0.46%) PRINCE2 Certification
10 9 (0.38%) MCTS
10 9 (0.38%) IIBA
11 8 (0.33%) CBAP
11 8 (0.33%) CIMA
12 6 (0.25%) ISTQB
12 6 (0.25%) MCSE
13 5 (0.21%) MCSD
13 5 (0.21%) Postgraduate
13 5 (0.21%) MBA
13 5 (0.21%) PMI Certification
Quality Assurance & Compliance
1 88 (3.68%) Data Quality
2 73 (3.05%) QA
3 26 (1.09%) Basel III
4 22 (0.92%) Solvency II
4 22 (0.92%) SLA
5 21 (0.88%) Basel II
6 12 (0.50%) Dodd-Frank
7 7 (0.29%) EMIR
8 6 (0.25%) COBIT
9 5 (0.21%) ISO/IEC 27001
10 4 (0.17%) Sarbanes-Oxley
10 4 (0.17%) GPG13
11 3 (0.13%) FATCA
12 2 (0.084%) ISO/IEC 17799
12 2 (0.084%) MiFID
12 2 (0.084%) PCI DSS
12 2 (0.084%) FINREP
13 1 (0.042%) COREP
13 1 (0.042%) ISO 8583
13 1 (0.042%) P3O
System Software
1 20 (0.84%) Oracle RAC
2 14 (0.59%) VMware Infrastructure
3 12 (0.50%) Samba
3 12 (0.50%) Postfix
3 12 (0.50%) XenServer
4 7 (0.29%) Oracle RMAN
5 6 (0.25%) Active Directory
6 1 (0.042%) Microsoft Virtual Server
6 1 (0.042%) Hyper-V
6 1 (0.042%) Apache ZooKeeper
6 1 (0.042%) Apache Flume
6 1 (0.042%) HDFS
Systems Management
1 26 (1.09%) Control-M
2 20 (0.84%) Puppet
3 12 (0.50%) Oracle EDQ
3 12 (0.50%) Data Guard
3 12 (0.50%) ZABBIX
4 10 (0.42%) HP Quality Center
5 5 (0.21%) Foglight
6 4 (0.17%) SCOM
6 4 (0.17%) SCOrch
7 3 (0.13%) Opscode Chef
7 3 (0.13%) Salt
8 2 (0.084%) Oracle Enterprise Manager
8 2 (0.084%) Legato
8 2 (0.084%) BMC PATROL
8 2 (0.084%) HP UCMDB
8 2 (0.084%) Vagrant
9 1 (0.042%) Oozie
9 1 (0.042%) ITRS Geneos
9 1 (0.042%) Cisco CUCM
9 1 (0.042%) Ambari
Vendors
1 649 (27.15%) Oracle
2 287 (12.01%) Microsoft
3 173 (7.24%) Informatica
4 126 (5.27%) Business Objects
5 123 (5.15%) SAP
6 84 (3.51%) Cognos
7 64 (2.68%) Tableau
8 62 (2.59%) IBM
9 52 (2.18%) Teradata
10 50 (2.09%) Ab Initio
11 49 (2.05%) Sybase
12 39 (1.63%) Salesforce.com
13 34 (1.42%) Red Hat
14 30 (1.26%) Netezza
15 26 (1.09%) CA
16 25 (1.05%) Siebel
17 23 (0.96%) hybris
18 20 (0.84%) Talend
19 18 (0.75%) MicroStrategy
19 18 (0.75%) Google
London
Harrington Starr
Rate: £250 per day
Posted: 9 hours ago
City, London
Vivid Resourcing Ltd
Posted: 13 hours ago
Watford, Hertfordshire
Ashdown IT
Rate: £320 - £330 per day
Posted: 15 hours ago
City, London
Eutopia Solutions Ltd
Rate: Negotiable
Posted: 15 hours ago
Kent
Connectus
Rate: £400 - £450 per hour
Posted: 16 hours ago
Swindon, Wiltshire
Advantage XPO
Posted: 20 hours ago
City, London
Eutopia Solutions Ltd
Rate: Negotiable
Posted: 21 hours ago
London
Eutopia Solutions Ltd
Posted: 21 hours ago
London
Eutopia Solutions Ltd
Posted: 21 hours ago
London
Experis Ltd
Rate: market rate value
Posted: 21 hours ago
Swindon, Wiltshire
Clarity Resourcing Ltd
Rate: £450 - £550 per day
Posted: 21 hours ago
Reading, Berkshire
Coal IT Services
Rate: £380 per day
Posted: 22 hours ago
Swindon, Wiltshire
Clarity Resourcing Ltd
Rate: £550 - £750 per day
Posted: 22 hours ago
City, London
TEKsystems
Rate: £500 - £600 per annum
Posted: Yesterday
Knutsford, Cheshire
Experis Ltd
Rate: market rates
Posted: Yesterday
City, London
LA International
Rate: £500 - £600 per day
Posted: Yesterday
Milton Keynes, Buckinghamshire
Lorien Resourcing
Rate: £350 - £400 per day
Posted: Yesterday
Berkshire
Roc Search
Posted: Yesterday
Fareham, Hampshire
Connectus
Rate: £350 - £400 per day
Posted: Yesterday
London
Spargonet Consulting Plc
Rate: £350 to £400 per day
Posted: Yesterday