The table below looks at the statistics for Data Modelling skills in IT contracts advertised across the UK. Included is a guide to the average contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 22 October 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
22 Oct 2014
Same period 2013 Same period 2012
Data Modeling
Rank 72 73 70
Rank change year-on-year
+1 -3
Contract jobs citing Data Modelling 1440 1354 1385
As % of all contract IT jobs located in the UK 2.51% 2.59% 2.50%
As % of the Processes & Methodologies category 3.40% 3.49% 3.47%
Number of daily rates quoted 939 801 828
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£450 £440 £450
Average daily rate % change year-on-year
+2.27% -2.22%
90% offered a daily rate of more than £325 £313 £300
10% offered a daily rate of more than £600 £600 £600
UK excluding London average daily rate £425 £400 £388
% change year-on-year
+6.25% +3.22%
Number of hourly rates quoted 6 13 23
Average hourly rate £42.25 £30.00 £36.00
Average hourly rate % change year-on-year
+40.83% -16.66%
90% offered a hourly rate of more than £13.19 £17.50 £32.69
10% offered a hourly rate of more than £80.00 £89.00 £49.00
UK excluding London average hourly rate £67.00 £27.75 £36.00
% change year-on-year
+141.44% -22.91%

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

Processes & Methodologies Category
UK
Contract IT job ads with a match in the
Processes & Methodologies category
42297 38782 39937
As % of all contract IT jobs located in the UK 73.64% 74.10% 72.00%
Number of daily rates quoted 27156 24058 23264
Average daily rate £413 £400 £400
Average daily rate % change year-on-year
+3.12% -
90% offered a daily rate of more than £275 £275 £270
10% offered a daily rate of more than £575 £575 £575
UK excluding London average daily rate £375 £363 £370
% change year-on-year
+3.44% -2.02%
Number of hourly rates quoted 1173 1147 1484
Average hourly rate £24.00 £26.00 £29.00
Average hourly rate % change year-on-year
-7.69% -10.34%
90% offered a hourly rate of more than £12.00 £12.50 £12.50
10% offered a hourly rate of more than £50.00 £45.00 £46.00
UK excluding London average hourly rate £25.00 £28.50 £27.50
% change year-on-year
-12.28% +3.63%

Data Modelling
Jobs Demand Trend

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

Data Modelling Jobs Demand Trend in the UK

Data Modelling
Daily Rate Trend

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

Data Modelling Daily Rate Trend in the UK

Data Modelling
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling within the UK over the 3 months to 22 October 2014.

Data Modelling Daily Rate Histogram in the UK

Data Modelling
Hourly Rate Trend

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

Data Modelling Hourly Rate Trend in the UK

Data Modelling
Hourly Rate Histogram

This chart provides a histogram of hourly rates quoted in contract IT jobs citing Data Modelling within the UK over the 3 months to 22 October 2014.

Data Modelling Hourly Rate Histogram in the UK

Data Modelling
Top 30 Contract Locations

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 UK over the 3 months to 22 October 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
England -3 1314 £450 +1.12% 291
London -4 753 £500 +5.26% 153
City of London +11 193 £500 +7.52% 44
South East -19 160 £431 +2.67% 46
North West +46 98 £425 +21.42% 13
Scotland +8 83 £400 -3.03% 18
South West -24 82 £475 +15.85% 28
East of England +25 79 £400 +23.07% 19
Yorkshire -1 54 £356 +4.01% 15
West Midlands -10 53 £443 +10.62% 8
Berkshire +19 49 £440 -12.00% 9
Edinburgh +7 39 £400 - 8
Cheshire +32 38 £375 +25.00% 2
West Yorkshire -5 38 £325 -23.52% 10
Wiltshire +1 37 £481 +4.90% 9
Hertfordshire +10 34 £325 -29.72% 9
Glasgow +4 33 £350 -13.84% 9
Reading +30 31 £465 +10.05% 3
Swindon +3 31 £488 +10.79% 8
Leeds +10 28 £325 -23.52% 5
Bristol -21 28 £431 +11.29% 5
Lancashire +2 27 £450 -18.18% 6
Hampshire -22 24 £400 +6.66% 3
Surrey -18 21 £406 -4.41% 12
Manchester -6 20 £400 +46.78% 4
Buckinghamshire -11 19 £360 -12.19% 8
Oxfordshire -1 18 £500 +42.85% 7
East Midlands -16 18 £413 +26.92% 6
Warwickshire +1 17 £425 +88.88% 1
Milton Keynes -11 17 £350 -22.22% 6

Data Modelling
Top 30 Related IT Skills

For the 6 months to 22 October 2014, IT contractor jobs within the UK 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 1002 (36.95%) SQL
2 763 (28.13%) Oracle
3 714 (26.33%) Finance
4 688 (25.37%) Business Intelligence
5 672 (24.78%) Data Warehouse
6 600 (22.12%) ETL
7 591 (21.79%) SQL Server
8 457 (16.85%) Agile Software Development
9 371 (13.68%) Banking
10 363 (13.38%) Data Architecture
11 353 (13.02%) Analytical Skills
12 318 (11.73%) Data Analysis
13 298 (10.99%) Microsoft
14 291 (10.73%) Migration
15 268 (9.88%) Business Analysis
16 267 (9.85%) Data Management
17 259 (9.55%) SQL Server Integration Services
18 253 (9.33%) Degree
19 252 (9.29%) PL/SQL
20 244 (9.00%) Data Integration
20 244 (9.00%) Relational Database
21 238 (8.78%) Analytics
22 234 (8.63%) Java
22 234 (8.63%) XML
23 229 (8.44%) Oracle Database
24 215 (7.93%) MS Excel
25 207 (7.63%) UML
26 190 (7.01%) Stakeholder Management
27 188 (6.93%) Data Migration
28 183 (6.75%) Informatica

Data Modelling
Top Related IT Skills by Category

For the 6 months to 22 October 2014, IT contractor jobs within the UK 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
1 122 (4.50%) SAS
2 114 (4.20%) SharePoint
3 38 (1.40%) Tomcat
4 36 (1.33%) BizTalk Server
5 34 (1.25%) Confluence
6 33 (1.22%) Apache
7 23 (0.85%) JBoss
8 18 (0.66%) WebLogic
9 17 (0.63%) SharePoint 2010
9 17 (0.63%) WebSphere
10 14 (0.52%) Oracle Workflow
10 14 (0.52%) CMS
11 13 (0.48%) Apache Pig
12 12 (0.44%) Mule
12 12 (0.44%) NetWeaver
12 12 (0.44%) Lync
13 11 (0.41%) SharePoint 2013
13 11 (0.41%) Moodle
13 11 (0.41%) nginx
13 11 (0.41%) IIS
Applications
1 215 (7.93%) MS Excel
2 110 (4.06%) MS Visio
3 67 (2.47%) MS Office
4 27 (1.00%) MS PowerPoint
5 18 (0.66%) MS Project
6 17 (0.63%) SPSS
7 15 (0.55%) Spreadsheet
8 13 (0.48%) PowerPivot
9 5 (0.18%) Adobe Illustrator
9 5 (0.18%) Photoshop
10 3 (0.11%) Mathematica
10 3 (0.11%) InfoPath
11 2 (0.074%) Stata
12 1 (0.037%) Open Workbench
Business Applications
1 56 (2.06%) Dynamics CRM
2 36 (1.33%) Markit EDM
2 36 (1.33%) Oracle EBS
3 18 (0.66%) Loan IQ
4 17 (0.63%) SAP IS-U
5 15 (0.55%) Cognos TM1
6 14 (0.52%) Oracle EBS R12
6 14 (0.52%) Oracle BPM
7 13 (0.48%) Cognos Business Intelligence
8 12 (0.44%) Google Analytics
9 10 (0.37%) Dynamics AX
9 10 (0.37%) Remedy ITSM
10 9 (0.33%) SiteCatalyst
11 8 (0.29%) SAP Oil and Gas
11 8 (0.29%) SAP SRM
11 8 (0.29%) SAP HR
11 8 (0.29%) SAP CRM
11 8 (0.29%) SAP BPC
12 7 (0.26%) Oracle Retail
13 6 (0.22%) WebTrends
Cloud Services
1 27 (1.00%) Microsoft Azure
2 11 (0.41%) Cloud Computing
3 10 (0.37%) SaaS
4 7 (0.26%) Office 365
5 5 (0.18%) Amazon AWS
6 3 (0.11%) IaaS
6 3 (0.11%) PaaS
6 3 (0.11%) Force.com
7 1 (0.037%) IBM Blueworks
7 1 (0.037%) SuccessFactors
7 1 (0.037%) IBM SmartCloud
7 1 (0.037%) Amazon SQS
7 1 (0.037%) Amazon S3
Communications & Networking
1 23 (0.85%) WAN
2 21 (0.77%) HTTP
3 17 (0.63%) Firewall
4 16 (0.59%) Internet
5 15 (0.55%) LDAP
6 14 (0.52%) LAN
6 14 (0.52%) VPN
7 12 (0.44%) OpenLDAP
7 12 (0.44%) Ethernet
7 12 (0.44%) IPsec
8 11 (0.41%) OSPF
8 11 (0.41%) BGP
8 11 (0.41%) EIGRP
8 11 (0.41%) SSH
9 10 (0.37%) Network Security
9 10 (0.37%) FTP
9 10 (0.37%) IPv6
10 6 (0.22%) SAN
10 6 (0.22%) Intranet
11 5 (0.18%) TCP/IP
Database & Business Intelligence
1 672 (24.78%) Data Warehouse
2 591 (21.79%) SQL Server
3 259 (9.55%) SQL Server Integration Services
4 244 (9.00%) Relational Database
5 229 (8.44%) Oracle Database
6 171 (6.31%) SQL Server Reporting Services
7 167 (6.16%) QlikView
8 138 (5.09%) Oracle Database 11g
8 138 (5.09%) SQL Server Analysis Services
8 138 (5.09%) SQL Server 2008
9 121 (4.46%) RDBMS
9 121 (4.46%) Big Data
10 120 (4.42%) Oracle BI EE
11 98 (3.61%) Oracle ODI
12 95 (3.50%) MySQL
13 83 (3.06%) Hadoop
14 78 (2.88%) Oracle Reports
15 75 (2.77%) OLAP
16 73 (2.69%) DB2
17 69 (2.54%) Data Mining
Development Applications
1 114 (4.20%) ERwin
2 63 (2.32%) JIRA
3 53 (1.95%) Subversion
4 40 (1.47%) Team Foundation Server
5 32 (1.18%) Toad
6 31 (1.14%) Git (software)
6 31 (1.14%) Visual Studio
7 24 (0.88%) JUnit
8 21 (0.77%) SQL Server Management Studio (SSMS)
9 20 (0.74%) Talend Open Studio
10 18 (0.66%) PowerDesigner
11 17 (0.63%) Jenkins
12 13 (0.48%) Oracle APEX
13 12 (0.44%) Hudson
14 11 (0.41%) JMeter
14 11 (0.41%) Rational Rose
14 11 (0.41%) Oracle Forms
14 11 (0.41%) Maven
15 9 (0.33%) Selenium
15 9 (0.33%) NUnit
General
1 714 (26.33%) Finance
2 371 (13.68%) Banking
3 162 (5.97%) Investment Banking
4 152 (5.60%) Retail
5 76 (2.80%) Marketing
6 64 (2.36%) Front Office
7 57 (2.10%) Telecoms
8 56 (2.06%) Legal
9 41 (1.51%) Games
10 34 (1.25%) Manufacturing
10 34 (1.25%) Back Office
11 32 (1.18%) Pharmaceutical
12 28 (1.03%) Publishing
13 27 (1.00%) Billing
14 25 (0.92%) Retail Banking
15 24 (0.88%) Financial Institution
16 13 (0.48%) Advertising
16 13 (0.48%) Local Government
17 11 (0.41%) Automotive
17 11 (0.41%) German Language
Job Titles
1 809 (29.83%) Analyst
2 797 (29.39%) Developer
3 568 (20.94%) Architect
4 501 (18.47%) Business Analyst
5 265 (9.77%) Data Architect
6 234 (8.63%) Data Analyst
7 190 (7.01%) Consultant
8 138 (5.09%) Data Modeller
9 135 (4.98%) SQL Developer
10 101 (3.72%) Solutions Architect
11 83 (3.06%) QlikView Developer
12 77 (2.84%) Oracle Developer
13 75 (2.77%) Technical Architect
14 72 (2.65%) Designer
15 71 (2.62%) Senior Analyst
16 69 (2.54%) Senior Developer
17 65 (2.40%) Business Intelligence Developer
18 62 (2.29%) DBA
19 55 (2.03%) ETL Developer
20 52 (1.92%) Systems Analyst
Libraries, Frameworks & Software Standards
1 234 (8.63%) XML
2 176 (6.49%) Web Services
3 153 (5.64%) .NET
4 137 (5.05%) HTML
5 73 (2.69%) CSS
6 63 (2.32%) XSD
7 48 (1.77%) Middleware
8 46 (1.70%) JSP
8 46 (1.70%) jQuery
9 45 (1.66%) WCF
9 45 (1.66%) JSON
9 45 (1.66%) HTML5
10 44 (1.62%) ASP.NET
11 43 (1.59%) Spring
12 39 (1.44%) SOAP
13 38 (1.40%) Hibernate
14 37 (1.36%) Ajax
15 35 (1.29%) MDX
16 34 (1.25%) XSLT
17 30 (1.11%) REST
Miscellaneous
1 353 (13.02%) Analytical Skills
2 244 (9.00%) Data Integration
3 160 (5.90%) Management Information System
4 148 (5.46%) Data Structures
5 122 (4.50%) Reference Data
6 82 (3.02%) Visualisation
7 72 (2.65%) Computer Science
8 64 (2.36%) Market Risk
9 53 (1.95%) Open Source
10 49 (1.81%) Credit Risk
11 39 (1.44%) Enterprise Software
11 39 (1.44%) User Experience
12 37 (1.36%) Replication
12 37 (1.36%) NHS
13 34 (1.25%) Data Extraction
14 33 (1.22%) Derivative
15 31 (1.14%) Foreign Exchange (FX)
16 30 (1.11%) Algorithms
17 26 (0.96%) Fixed Income
18 25 (0.92%) Online Games
Operating Systems
1 168 (6.19%) UNIX
2 115 (4.24%) Windows
3 81 (2.99%) Linux
4 26 (0.96%) CentOS
5 18 (0.66%) Red Hat Enterprise Linux
6 13 (0.48%) Windows Server 2003
7 12 (0.44%) Ubuntu
7 12 (0.44%) Debian
8 11 (0.41%) Apple iOS
8 11 (0.41%) MVS
9 10 (0.37%) Android
10 6 (0.22%) Solaris
10 6 (0.22%) zOS
11 4 (0.15%) Windows Server 2008
11 4 (0.15%) AIX
12 2 (0.074%) HPUX
12 2 (0.074%) Windows Server 2012
13 1 (0.037%) Windows 8
13 1 (0.037%) Windows Phone
13 1 (0.037%) Oracle Linux
Processes & Methodologies
1 688 (25.37%) Business Intelligence
2 600 (22.12%) ETL
3 457 (16.85%) Agile Software Development
4 363 (13.38%) Data Architecture
5 318 (11.73%) Data Analysis
6 291 (10.73%) Migration
7 268 (9.88%) Business Analysis
8 267 (9.85%) Data Management
9 238 (8.78%) Analytics
10 207 (7.63%) UML
11 190 (7.01%) Stakeholder Management
12 188 (6.93%) Data Migration
13 165 (6.08%) CRM
14 163 (6.01%) Project Management
15 161 (5.94%) SOA
16 150 (5.53%) Data Governance
17 147 (5.42%) Use Case
18 143 (5.27%) Performance Tuning
19 139 (5.13%) Risk Management
20 137 (5.05%) Scrum
Programming Languages
1 1002 (36.95%) SQL
2 252 (9.29%) PL/SQL
3 234 (8.63%) Java
4 138 (5.09%) T-SQL
5 109 (4.02%) C#
6 106 (3.91%) JavaScript
7 86 (3.17%) VBA
8 80 (2.95%) Shell Script
9 58 (2.14%) Perl
10 40 (1.47%) ABAP
11 36 (1.33%) PHP
11 36 (1.33%) VB
12 35 (1.29%) Python
13 31 (1.14%) Bash Shell
14 22 (0.81%) Scala
15 21 (0.77%) C++
16 19 (0.70%) C
17 17 (0.63%) Ruby
18 16 (0.59%) VBScript
19 12 (0.44%) XPath
Qualifications
1 253 (9.33%) Degree
2 118 (4.35%) Security Cleared
3 70 (2.58%) SC Cleared
4 43 (1.59%) ISEB
5 24 (0.88%) Microsoft Certification
6 17 (0.63%) MCITP
7 16 (0.59%) SAP Certification
8 13 (0.48%) DV Cleared
9 11 (0.41%) IIBA
9 11 (0.41%) ITIL Certification
10 10 (0.37%) PRINCE2 Certification
11 8 (0.29%) CBAP
12 7 (0.26%) CIMA
12 7 (0.26%) PRINCE2 Practitioner
13 6 (0.22%) MCSE
13 6 (0.22%) ACCA
14 5 (0.18%) MBA
14 5 (0.18%) MCSD
14 5 (0.18%) Chartered Engineer
14 5 (0.18%) CITP
Quality Assurance & Compliance
1 96 (3.54%) Data Quality
2 80 (2.95%) QA
3 24 (0.88%) Basel III
4 22 (0.81%) SLA
5 20 (0.74%) Basel II
5 20 (0.74%) Solvency II
6 15 (0.55%) Dodd-Frank
7 7 (0.26%) EMIR
8 5 (0.18%) COBIT
9 4 (0.15%) ISO/IEC 27001
9 4 (0.15%) P3O
9 4 (0.15%) GPG13
10 3 (0.11%) Sarbanes-Oxley
11 2 (0.074%) MiFID
11 2 (0.074%) PCI DSS
11 2 (0.074%) ISO/IEC 17799
11 2 (0.074%) ISO 14001
12 1 (0.037%) FATCA
12 1 (0.037%) ISO 8583
12 1 (0.037%) ISO 9000
System Software
1 19 (0.70%) Oracle RAC
2 12 (0.44%) VMware Infrastructure
3 10 (0.37%) Postfix
3 10 (0.37%) Active Directory
3 10 (0.37%) Samba
3 10 (0.37%) XenServer
4 7 (0.26%) Oracle RMAN
5 6 (0.22%) Hyper-V
6 1 (0.037%) HDFS
6 1 (0.037%) Apache ZooKeeper
6 1 (0.037%) Apache Flume
Systems Management
1 24 (0.88%) Control-M
2 20 (0.74%) Puppet
3 14 (0.52%) HP Quality Center
4 13 (0.48%) Oracle EDQ
4 13 (0.48%) Data Guard
5 10 (0.37%) ZABBIX
5 10 (0.37%) Vagrant
6 5 (0.18%) Opscode Chef
7 4 (0.15%) SCOM
7 4 (0.15%) SCOrch
8 3 (0.11%) Salt
8 3 (0.11%) Foglight
8 3 (0.11%) Oracle Enterprise Manager
9 2 (0.074%) Nagios
9 2 (0.074%) Tivoli Storage Manager
9 2 (0.074%) HP UCMDB
10 1 (0.037%) Hadoop YARN
10 1 (0.037%) Ambari
10 1 (0.037%) Oozie
10 1 (0.037%) ITRS Geneos
Vendors
1 763 (28.13%) Oracle
2 298 (10.99%) Microsoft
3 183 (6.75%) Informatica
4 180 (6.64%) SAP
5 152 (5.60%) Business Objects
6 95 (3.50%) Cognos
7 72 (2.65%) Sybase
8 65 (2.40%) Teradata
9 63 (2.32%) IBM
10 61 (2.25%) Ab Initio
11 59 (2.18%) Tableau
12 41 (1.51%) Siebel
13 35 (1.29%) Netezza
14 31 (1.14%) Red Hat
15 23 (0.85%) hybris
15 23 (0.85%) Salesforce.com
16 21 (0.77%) CA
17 20 (0.74%) Talend
18 18 (0.66%) Adobe
19 17 (0.63%) MicroStrategy
Yorkshire
Opus Recruitment Solutions Ltd
Rate: £350 to £450 per day
Posted: 1 hour ago
London
Vertical IT
Rate: MARKET RATE + COMPETITIVE
Posted: 2 hours ago
Bristol, Avon
Gold Group
Rate: £400 - £450 per day
Posted: 2 hours ago
London
Canary Wharf and City
Rate: Up to £575 per day
Posted: 5 hours ago
Glasgow, Lanarkshire
Net Talent
Rate: £250 - £320 per day
Posted: 6 hours ago
London
Experis Ltd
Rate: £400.00 - £440.00 per annum
Posted: 7 hours ago
London
Harrington Starr
Rate: £500 - £600 per week
Posted: 22 hours ago
London
TEKsystems
Rate: £650 - £720 per day
Posted: 23 hours ago
Edinburgh, Midlothian
JM
Rate: £450 - £600 per day
Posted: Yesterday
Edinburgh, Midlothian
Avance Consulting
Rate: From £300 to £400 per day
Posted: Yesterday
Swindon, Wiltshire
Clarity Resourcing Ltd
Rate: £475 - £650 per day
Posted: Yesterday
Bristol, Avon
Montash
Rate: £400 - £500 per day + Negotiable
Posted: Yesterday
Morecambe, Lancashire
In Touch Ltd
Rate: £30,000 - £42,000
Posted: Yesterday
London
Harrington Starr
Rate: £500 - £700 per day
Posted: Yesterday
Kent
Proactive Appointments
Rate: Unspecified Market Rate
Posted: Yesterday
Milton Keynes, Buckinghamshire
Hays London City Projects
Rate: £250.00 - £300.00 per day
Posted: Yesterday
City, London
TEKsystems
Rate: £600 - £650 per day
Posted: Yesterday
Essex
Oliver James Associates
Rate: £350 - £450 per day
Posted: 2 days ago
West London
Experis Ltd
Posted: 2 days ago
City, London
Timothy James Consulting Ltd
Rate: £270 - £275 per day
Posted: 2 days ago