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 15 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
15 Sep 2014
Same period 2013 Same period 2012
Data Modeling
Rank 71 70 74
Rank change year-on-year
-1 +4
Contract jobs citing Data Modelling 1435 1418 1429
As % of all contract IT jobs located in the UK 2.50% 2.68% 2.42%
As % of the Processes & Methodologies category 3.36% 3.62% 3.37%
Number of daily rates quoted 877 844 844
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 £315 £320
10% offered a daily rate of more than £600 £600 £600
UK excluding London average daily rate £413 £400 £395
% change year-on-year
+3.12% +1.26%
Number of hourly rates quoted 8 19 19
Average hourly rate £21.62 £37.80 £36.00
Average hourly rate % change year-on-year
-42.80% +5.00%
90% offered a hourly rate of more than £14.07 £17.50 £9.50
10% offered a hourly rate of more than £79.20 £90.00 £51.00
UK excluding London average hourly rate £30.00 £37.80 £36.00
% change year-on-year
-20.63% +5.00%

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
42686 39199 42460
As % of all contract IT jobs located in the UK 74.45% 74.14% 72.03%
Number of daily rates quoted 26643 24141 24595
Average daily rate £412 £400 £400
Average daily rate % change year-on-year
+2.87% -
90% offered a daily rate of more than £275 £275 £265
10% offered a daily rate of more than £575 £575 £575
UK excluding London average daily rate £375 £370 £360
% change year-on-year
+1.35% +2.77%
Number of hourly rates quoted 1181 1099 1524
Average hourly rate £24.00 £27.97 £30.40
Average hourly rate % change year-on-year
-14.19% -7.99%
90% offered a hourly rate of more than £12.59 £12.50 £12.62
10% offered a hourly rate of more than £53.50 £50.00 £45.00
UK excluding London average hourly rate £25.75 £30.00 £30.00
% change year-on-year
-14.16% -

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 15 September 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 15 September 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 15 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
England 0 1311 £450 - 238
London -5 758 £500 +5.26% 124
City of London +12 188 £500 - 43
South East -47 133 £438 +6.70% 36
North West +56 110 £375 +7.14% 25
Scotland 0 86 £413 +9.27% 13
Yorkshire +25 83 £375 +18.11% 10
South West -24 76 £488 +25.80% 10
West Yorkshire +27 71 £361 +11.15% 8
East of England -9 62 £413 -1.78% 18
West Midlands -9 51 £425 +6.25% 10
Leeds +41 50 £356 +9.61% 6
Cheshire +38 43 £375 +14.06% 7
Edinburgh -3 42 £425 +6.25% 4
Glasgow 0 36 £356 +29.54% 7
Berkshire -9 34 £470 +10.58% 7
Wiltshire -2 32 £481 +6.06% 3
Lancashire +4 28 £426 -22.50% 2
Swindon +3 26 £488 +12.71% 3
Surrey -7 26 £456 +7.35% 10
Bristol -21 26 £490 +35.17% 4
Manchester +8 25 £375 +11.11% 9
Hampshire -18 21 £360 -2.04% 6
Hertfordshire -12 19 £310 -26.19% 7
Reading +12 18 £475 +35.71% 1
Warrington - 17 £635 - 2
Warwickshire +3 16 £400 +77.77%
East Midlands -9 16 £325 -7.14% 2
Buckinghamshire -9 15 £348 -14.19% 1
Suffolk +7 14 £420 +31.25%

Data Modelling
Top 30 Related IT Skills

For the 6 months to 15 September 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 1017 (38.25%) SQL
2 734 (27.60%) Oracle
3 702 (26.40%) Finance
4 673 (25.31%) Data Warehouse
5 635 (23.88%) Business Intelligence
6 604 (22.72%) ETL
7 562 (21.14%) SQL Server
8 439 (16.51%) Agile Software Development
9 396 (14.89%) Banking
10 361 (13.58%) Data Architecture
11 351 (13.20%) Data Analysis
12 327 (12.30%) Analytical Skills
13 319 (12.00%) Microsoft
14 273 (10.27%) Migration
15 260 (9.78%) PL/SQL
16 259 (9.74%) Business Analysis
17 257 (9.67%) Java
18 256 (9.63%) SQL Server Integration Services
19 255 (9.59%) Relational Database
20 254 (9.55%) Data Management
21 249 (9.36%) Data Integration
22 242 (9.10%) XML
23 235 (8.84%) UML
24 230 (8.65%) Degree
25 222 (8.35%) MS Excel
25 222 (8.35%) Oracle Database
26 221 (8.31%) Analytics
27 189 (7.11%) Stakeholder Management
28 185 (6.96%) Data Migration
29 182 (6.84%) Project Management

Data Modelling
Top Related IT Skills by Category

For the 6 months to 15 September 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
1 109 (4.10%) SAS
2 91 (3.42%) SharePoint
3 42 (1.58%) Confluence
4 40 (1.50%) Tomcat
5 39 (1.47%) Apache
6 22 (0.83%) WebLogic
6 22 (0.83%) WebSphere
7 21 (0.79%) nginx
8 19 (0.71%) BizTalk Server
9 16 (0.60%) IIS
10 15 (0.56%) Oracle Workflow
11 14 (0.53%) MediaWiki
11 14 (0.53%) Apache Pig
12 13 (0.49%) CMS
13 12 (0.45%) Mule
14 11 (0.41%) SharePoint 2010
15 10 (0.38%) MQSeries
15 10 (0.38%) Moodle
16 8 (0.30%) NetWeaver
17 7 (0.26%) Lync
Applications
1 222 (8.35%) MS Excel
2 111 (4.17%) MS Visio
3 73 (2.75%) MS Office
4 27 (1.02%) MS PowerPoint
5 17 (0.64%) MS Project
6 14 (0.53%) SPSS
7 13 (0.49%) Spreadsheet
8 12 (0.45%) PowerPivot
9 6 (0.23%) Photoshop
9 6 (0.23%) Adobe Illustrator
10 5 (0.19%) Stata
11 3 (0.11%) Mathematica
12 1 (0.038%) Casewise Modeler
12 1 (0.038%) FastStats
12 1 (0.038%) OmniGraffle
12 1 (0.038%) InfoPath
12 1 (0.038%) Open Workbench
Business Applications
1 39 (1.47%) Dynamics CRM
2 35 (1.32%) Markit EDM
3 34 (1.28%) Oracle EBS
4 17 (0.64%) Oracle BPM
5 15 (0.56%) Loan IQ
5 15 (0.56%) Cognos TM1
6 14 (0.53%) Google Analytics
7 13 (0.49%) Oracle EBS R12
8 11 (0.41%) SAP IS-U
9 10 (0.38%) Cognos Business Intelligence
9 10 (0.38%) Remedy ITSM
10 9 (0.34%) SiteCatalyst
11 8 (0.30%) Oracle Retail
11 8 (0.30%) SAP Oil and Gas
12 7 (0.26%) SAP SRM
12 7 (0.26%) SAP HR
12 7 (0.26%) SAP BPC
13 6 (0.23%) Oracle Financials
13 6 (0.23%) Oracle 11i
13 6 (0.23%) WebTrends
Cloud Services
1 24 (0.90%) Microsoft Azure
2 13 (0.49%) SaaS
3 8 (0.30%) PaaS
3 8 (0.30%) Force.com
3 8 (0.30%) IaaS
4 7 (0.26%) Office 365
5 5 (0.19%) Cloud Computing
6 2 (0.075%) SuccessFactors
7 1 (0.038%) IBM SmartCloud
7 1 (0.038%) IBM Blueworks
7 1 (0.038%) Google App Engine
7 1 (0.038%) Amazon AWS
7 1 (0.038%) Amazon SQS
Communications & Networking
1 28 (1.05%) HTTP
2 27 (1.02%) WAN
3 22 (0.83%) Firewall
4 21 (0.79%) LDAP
5 19 (0.71%) Internet
6 18 (0.68%) VPN
6 18 (0.68%) LAN
7 16 (0.60%) IPsec
8 15 (0.56%) EIGRP
8 15 (0.56%) OSPF
8 15 (0.56%) BGP
9 14 (0.53%) IPv6
9 14 (0.53%) Network Security
10 13 (0.49%) OpenLDAP
11 11 (0.41%) SAN
11 11 (0.41%) Ethernet
12 10 (0.38%) FTP
12 10 (0.38%) SSH
13 8 (0.30%) DSL
14 6 (0.23%) 3G
Database & Business Intelligence
1 673 (25.31%) Data Warehouse
2 562 (21.14%) SQL Server
3 256 (9.63%) SQL Server Integration Services
4 255 (9.59%) Relational Database
5 222 (8.35%) Oracle Database
6 179 (6.73%) SQL Server Reporting Services
7 157 (5.90%) QlikView
8 137 (5.15%) SQL Server 2008
9 128 (4.81%) Oracle Database 11g
10 118 (4.44%) SQL Server Analysis Services
11 109 (4.10%) RDBMS
12 107 (4.02%) Big Data
13 102 (3.84%) MySQL
14 94 (3.54%) Oracle BI EE
15 77 (2.90%) Oracle Reports
16 75 (2.82%) Oracle ODI
17 73 (2.75%) PowerCenter
18 70 (2.63%) Data Mart
19 69 (2.59%) Data Mining
20 66 (2.48%) Hadoop
Development Applications
1 119 (4.48%) ERwin
2 70 (2.63%) JIRA
3 55 (2.07%) Subversion
4 41 (1.54%) Team Foundation Server
5 36 (1.35%) PowerDesigner
6 35 (1.32%) Visual Studio
6 35 (1.32%) Git (software)
7 28 (1.05%) JUnit
8 26 (0.98%) SQL Server Management Studio (SSMS)
9 23 (0.86%) Toad
10 21 (0.79%) Jenkins
11 20 (0.75%) Talend Open Studio
12 14 (0.53%) Hudson
13 12 (0.45%) Maven
14 11 (0.41%) JMeter
14 11 (0.41%) Oracle Forms
15 10 (0.38%) Rational Rose
15 10 (0.38%) NUnit
15 10 (0.38%) Oracle APEX
16 9 (0.34%) Selenium
General
1 702 (26.40%) Finance
2 396 (14.89%) Banking
3 180 (6.77%) Investment Banking
4 127 (4.78%) Retail
5 68 (2.56%) Marketing
6 64 (2.41%) Telecoms
7 58 (2.18%) Front Office
7 58 (2.18%) Legal
8 34 (1.28%) Games
9 32 (1.20%) Manufacturing
10 31 (1.17%) Pharmaceutical
11 30 (1.13%) Billing
12 29 (1.09%) Back Office
13 27 (1.02%) Financial Institution
14 23 (0.86%) Publishing
15 21 (0.79%) Advertising
16 18 (0.68%) Retail Banking
17 14 (0.53%) Local Government
18 10 (0.38%) German Language
19 8 (0.30%) Corporate Banking
Job Titles
1 827 (31.10%) Analyst
2 761 (28.62%) Developer
3 550 (20.68%) Architect
4 498 (18.73%) Business Analyst
5 254 (9.55%) Data Architect
6 238 (8.95%) Data Analyst
7 179 (6.73%) Consultant
8 128 (4.81%) Data Modeller
9 123 (4.63%) SQL Developer
10 95 (3.57%) Solutions Architect
11 88 (3.31%) Technical Architect
12 76 (2.86%) Senior Developer
12 76 (2.86%) Designer
13 75 (2.82%) Business Intelligence Developer
14 74 (2.78%) Oracle Developer
15 73 (2.75%) QlikView Developer
16 70 (2.63%) Senior Analyst
17 60 (2.26%) DBA
18 58 (2.18%) ETL Developer
19 57 (2.14%) Systems Analyst
Libraries, Frameworks & Software Standards
1 242 (9.10%) XML
2 176 (6.62%) Web Services
3 140 (5.27%) .NET
4 134 (5.04%) HTML
5 76 (2.86%) CSS
6 68 (2.56%) XSD
7 50 (1.88%) Ajax
8 48 (1.81%) JSP
9 47 (1.77%) Middleware
9 47 (1.77%) WCF
10 46 (1.73%) jQuery
11 45 (1.69%) JSON
11 45 (1.69%) SOAP
12 42 (1.58%) Spring
13 41 (1.54%) Hibernate
14 39 (1.47%) J2EE
14 39 (1.47%) REST
15 36 (1.35%) MDX
16 33 (1.24%) ASP.NET
17 32 (1.20%) HTML5
Miscellaneous
1 327 (12.30%) Analytical Skills
2 249 (9.36%) Data Integration
3 159 (5.98%) Management Information System
4 124 (4.66%) Reference Data
5 75 (2.82%) Visualisation
6 63 (2.37%) Computer Science
7 61 (2.29%) Market Risk
8 57 (2.14%) Credit Risk
9 45 (1.69%) Derivative
10 43 (1.62%) User Experience
11 42 (1.58%) Open Source
12 38 (1.43%) NHS
13 36 (1.35%) Foreign Exchange (FX)
14 35 (1.32%) Enterprise Software
15 30 (1.13%) Fixed Income
16 27 (1.02%) Data Extraction
17 26 (0.98%) Replication
18 24 (0.90%) CMDB
19 21 (0.79%) N-Tier
19 21 (0.79%) Equities
Operating Systems
1 162 (6.09%) UNIX
2 117 (4.40%) Windows
3 94 (3.54%) Linux
4 18 (0.68%) CentOS
5 17 (0.64%) Windows Server 2003
6 14 (0.53%) Debian
6 14 (0.53%) Ubuntu
7 12 (0.45%) Red Hat Enterprise Linux
8 11 (0.41%) MVS
9 6 (0.23%) Apple iOS
9 6 (0.23%) Android
9 6 (0.23%) Solaris
10 4 (0.15%) Windows Server 2008
11 3 (0.11%) zOS
11 3 (0.11%) AIX
12 2 (0.075%) Windows Server 2012
13 1 (0.038%) Windows Phone
13 1 (0.038%) Oracle Linux
13 1 (0.038%) Windows 8
13 1 (0.038%) HPUX
Processes & Methodologies
1 635 (23.88%) Business Intelligence
2 604 (22.72%) ETL
3 439 (16.51%) Agile Software Development
4 361 (13.58%) Data Architecture
5 351 (13.20%) Data Analysis
6 273 (10.27%) Migration
7 259 (9.74%) Business Analysis
8 254 (9.55%) Data Management
9 235 (8.84%) UML
10 221 (8.31%) Analytics
11 189 (7.11%) Stakeholder Management
12 185 (6.96%) Data Migration
13 182 (6.84%) Project Management
14 155 (5.83%) Use Case
15 148 (5.57%) SOA
16 147 (5.53%) Performance Tuning
17 144 (5.42%) Scrum
18 142 (5.34%) CRM
19 130 (4.89%) Risk Management
20 127 (4.78%) Data Mapping
Programming Languages
1 1017 (38.25%) SQL
2 260 (9.78%) PL/SQL
3 257 (9.67%) Java
4 160 (6.02%) T-SQL
5 111 (4.17%) C#
6 99 (3.72%) JavaScript
7 84 (3.16%) Shell Script
8 73 (2.75%) VBA
9 63 (2.37%) Perl
10 51 (1.92%) PHP
11 48 (1.81%) Python
12 32 (1.20%) Bash Shell
13 31 (1.17%) VB
14 30 (1.13%) ABAP
15 20 (0.75%) Ruby
15 20 (0.75%) C
16 19 (0.71%) C++
17 17 (0.64%) Scala
18 12 (0.45%) R
18 12 (0.45%) XPath
Qualifications
1 230 (8.65%) Degree
2 105 (3.95%) Security Cleared
3 62 (2.33%) SC Cleared
4 39 (1.47%) ISEB
5 32 (1.20%) Microsoft Certification
6 25 (0.94%) MCITP
7 14 (0.53%) ITIL Certification
8 12 (0.45%) SAP Certification
8 12 (0.45%) PRINCE2 Certification
8 12 (0.45%) DV Cleared
9 11 (0.41%) MCTS
10 8 (0.30%) IIBA
10 8 (0.30%) CIMA
11 7 (0.26%) CBAP
12 6 (0.23%) PMI Certification
12 6 (0.23%) ISTQB
12 6 (0.23%) PRINCE2 Practitioner
12 6 (0.23%) MCSE
13 5 (0.19%) MCSD
13 5 (0.19%) Postgraduate
Quality Assurance & Compliance
1 99 (3.72%) Data Quality
2 78 (2.93%) QA
3 30 (1.13%) Basel III
3 30 (1.13%) SLA
4 24 (0.90%) Basel II
5 23 (0.86%) Solvency II
6 12 (0.45%) Dodd-Frank
7 7 (0.26%) EMIR
8 6 (0.23%) COBIT
8 6 (0.23%) Sarbanes-Oxley
9 5 (0.19%) ISO/IEC 27001
10 4 (0.15%) GPG13
10 4 (0.15%) P3O
11 3 (0.11%) FATCA
12 2 (0.075%) PCI DSS
12 2 (0.075%) ISO/IEC 17799
12 2 (0.075%) MiFID
12 2 (0.075%) FINREP
13 1 (0.038%) COREP
13 1 (0.038%) ISO 8583
System Software
1 20 (0.75%) Oracle RAC
2 16 (0.60%) VMware Infrastructure
3 14 (0.53%) Samba
3 14 (0.53%) Postfix
3 14 (0.53%) XenServer
4 9 (0.34%) Oracle RMAN
5 6 (0.23%) Active Directory
6 1 (0.038%) Microsoft Virtual Server
6 1 (0.038%) Hyper-V
6 1 (0.038%) Apache ZooKeeper
6 1 (0.038%) Apache Flume
6 1 (0.038%) HDFS
Systems Management
1 26 (0.98%) Control-M
2 22 (0.83%) Puppet
3 14 (0.53%) Data Guard
3 14 (0.53%) ZABBIX
4 12 (0.45%) Oracle EDQ
5 10 (0.38%) HP Quality Center
6 5 (0.19%) Foglight
7 4 (0.15%) SCOM
7 4 (0.15%) SCOrch
8 3 (0.11%) Salt
8 3 (0.11%) Opscode Chef
9 2 (0.075%) HP UCMDB
9 2 (0.075%) Vagrant
9 2 (0.075%) Oracle Enterprise Manager
9 2 (0.075%) Legato
9 2 (0.075%) Tivoli Storage Manager
9 2 (0.075%) BMC PATROL
10 1 (0.038%) Tivoli
10 1 (0.038%) Cisco UCCE
10 1 (0.038%) Oozie
Vendors
1 734 (27.60%) Oracle
2 319 (12.00%) Microsoft
3 176 (6.62%) Informatica
4 146 (5.49%) SAP
5 130 (4.89%) Business Objects
6 84 (3.16%) Cognos
7 68 (2.56%) Sybase
8 67 (2.52%) IBM
8 67 (2.52%) Tableau
9 55 (2.07%) Ab Initio
9 55 (2.07%) Teradata
10 38 (1.43%) Salesforce.com
11 36 (1.35%) Red Hat
12 34 (1.28%) Netezza
13 28 (1.05%) JBoss
14 27 (1.02%) Siebel
15 26 (0.98%) CA
16 23 (0.86%) hybris
17 20 (0.75%) Talend
18 19 (0.71%) Adobe
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