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 3 July 2015 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
3 Jul 2015
Same period 2014 Same period 2013
Data Modeling
Rank 74 85 71
Rank change year-on-year
+11 -14
Contract jobs citing Data Modelling 1484 1193 1301
As % of all contract IT jobs located in the UK 2.66% 2.25% 2.64%
As % of the Processes & Methodologies category 3.43% 2.96% 3.54%
Number of daily rates quoted 979 739 755
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£450 £450 £450
Average daily rate % change year-on-year
-0.11% -
90% offered a daily rate of more than £325 £316 £315
10% offered a daily rate of more than £600 £600 £600
UK excluding London average daily rate £420 £400 £400
% change year-on-year
+5.00% -
Number of hourly rates quoted 7 7 13
Average hourly rate £34.00 £20.59 £37.80
Average hourly rate % change year-on-year
+65.12% -45.52%
90% offered a hourly rate of more than £20.89 £18.15 £27.50
10% offered a hourly rate of more than £56.00 £63.89 £43.16
UK excluding London average hourly rate £33.50 £19.27 £37.80
% change year-on-year
+73.86% -49.02%

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
43274 40267 36736
As % of all contract IT jobs located in the UK 77.50% 76.08% 74.60%
Number of daily rates quoted 27921 25102 22050
Average daily rate £413 £400 £410
Average daily rate % change year-on-year
+3.12% -2.43%
90% offered a daily rate of more than £288 £275 £274
10% offered a daily rate of more than £575 £572 £575
UK excluding London average daily rate £388 £375 £370
% change year-on-year
+3.33% +1.35%
Number of hourly rates quoted 1158 1185 1094
Average hourly rate £29.00 £26.50 £30.00
Average hourly rate % change year-on-year
+9.43% -11.66%
90% offered a hourly rate of more than £12.40 £13.00 £12.93
10% offered a hourly rate of more than £50.00 £47.50 £47.50
UK excluding London average hourly rate £30.00 £28.50 £30.50
% change year-on-year
+5.26% -6.55%

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 3 July 2015.

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 3 July 2015.

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 3 July 2015. 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 +9 1303 £450 - 288
London +8 683 £475 -5.00% 139
South East +33 181 £430 +7.50% 41
City of London -3 171 £475 -1.34% 62
Yorkshire +4 121 £365 -11.24% 19
Scotland +31 117 £375 - 16
West Yorkshire 0 96 £350 -12.50% 16
Leeds 0 70 £350 -14.63% 13
North West -17 70 £425 +12.13% 20
West Midlands +4 68 £444 +4.41% 26
South West -13 61 £450 +5.88% 16
East of England +5 59 £425 +9.67% 14
Hampshire +42 50 £420 +5.00% 6
Glasgow +30 49 £345 -1.42% 3
Edinburgh -1 39 £375 -15.49% 8
East Midlands +6 34 £394 +12.50% 9
Bedfordshire +30 27 £450 +71.42% 5
Buckinghamshire +9 27 £388 -3.12% 2
Lancashire +5 25 £583 +62.58% 3
Wiltshire +2 25 £465 -2.10% 4
Warwickshire +13 24 £488 -8.45% 3
Oxfordshire -3 24 £450 +38.46% 2
Berkshire +9 23 £375 - 16
Swindon +5 22 £465 -2.10% 4
Wales +13 21 £425 +30.76%
Milton Keynes +6 21 £375 -6.25%
North East -12 20 £420 +8.38% 3
West Sussex -1 18 £475 +15.85% 2
Surrey -23 18 £400 -15.78% 3
Blackpool +7 17 £590 +64.67%

Data Modelling
Top 30 Related IT Skills

For the 6 months to 3 July 2015, 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 1228 (39.61%) SQL
2 889 (28.68%) Finance
3 825 (26.61%) Business Intelligence
4 800 (25.81%) Data Warehouse
5 729 (23.52%) Oracle
6 640 (20.65%) SQL Server
7 630 (20.32%) ETL
8 508 (16.39%) Agile Software Development
9 502 (16.19%) Banking
10 475 (15.32%) Data Analysis
11 442 (14.26%) Microsoft
12 411 (13.26%) Java
13 394 (12.71%) Analytical Skills
14 377 (12.16%) Logical Data Model
15 363 (11.71%) SQL Server Integration Services
16 325 (10.48%) Data Architecture
17 323 (10.42%) Migration
18 317 (10.23%) PL/SQL
19 312 (10.06%) Data Management
20 294 (9.48%) Analytics
21 275 (8.87%) Business Analysis
22 254 (8.19%) MS Excel
23 245 (7.90%) Degree
24 239 (7.71%) Data Migration
25 225 (7.26%) Oracle Database
26 224 (7.23%) SQL Server Reporting Services
27 222 (7.16%) T-SQL
27 222 (7.16%) SAP
27 222 (7.16%) Relational Database
28 216 (6.97%) Project Management

Data Modelling
Top Related IT Skills by Category

For the 6 months to 3 July 2015, 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
1 169 (5.45%) SAS
2 94 (3.03%) SharePoint
3 52 (1.68%) WebLogic
4 27 (0.87%) Apache Pig
5 22 (0.71%) Apache Spark
6 20 (0.65%) WebSphere
7 17 (0.55%) Apache
8 13 (0.42%) SharePoint 2013
9 12 (0.39%) Tomcat
9 12 (0.39%) IIS
9 12 (0.39%) MQSeries
9 12 (0.39%) Oracle Workflow
10 11 (0.35%) JBoss
10 11 (0.35%) BizTalk Server
10 11 (0.35%) Confluence
11 10 (0.32%) Elasticsearch
11 10 (0.32%) CMS
12 8 (0.26%) ArcGIS
12 8 (0.26%) NetWeaver
12 8 (0.26%) Documentum
Applications
1 254 (8.19%) MS Excel
2 122 (3.94%) MS Visio
3 114 (3.68%) MS Office
4 62 (2.00%) MS PowerPoint
5 32 (1.03%) MS Project
6 25 (0.81%) PowerPivot
7 20 (0.65%) SPSS
8 12 (0.39%) Spreadsheet
9 11 (0.35%) Siemens NX
10 10 (0.32%) AutoCAD
11 5 (0.16%) CATIA
11 5 (0.16%) InfoPath
12 3 (0.097%) Open Workbench
12 3 (0.097%) Photoshop
13 2 (0.065%) Adobe Illustrator
Business Applications
1 47 (1.52%) Oracle EBS
2 38 (1.23%) Dynamics CRM
3 24 (0.77%) Markit EDM
4 22 (0.71%) Cognos Business Intelligence
5 19 (0.61%) Teamcenter
6 18 (0.58%) Loan IQ
7 15 (0.48%) SAP BPC
8 14 (0.45%) Oracle BPM
9 13 (0.42%) Oracle EBS R12
9 13 (0.42%) SAP CRM
10 10 (0.32%) Remedy ITSM
11 9 (0.29%) Oracle General Ledger
11 9 (0.29%) Oracle Applications
12 8 (0.26%) SAP HR
12 8 (0.26%) SAP HCM
12 8 (0.26%) SAP FI-AP
12 8 (0.26%) SAP IS-U
13 7 (0.23%) Oracle Payables
14 6 (0.19%) Oracle Assets
14 6 (0.19%) WebTrends
Cloud Services
1 28 (0.90%) Amazon AWS
2 17 (0.55%) SaaS
3 15 (0.48%) Microsoft Azure
4 13 (0.42%) Google Analytics
5 10 (0.32%) PaaS
6 7 (0.23%) SuccessFactors
7 5 (0.16%) Amazon EC2
8 3 (0.097%) Office 365
9 2 (0.065%) IaaS
9 2 (0.065%) Amazon EMR
9 2 (0.065%) Force.com
9 2 (0.065%) Boomi
9 2 (0.065%) Heroku
10 1 (0.032%) Adobe Analytics
10 1 (0.032%) Amazon S3
10 1 (0.032%) Cloud Computing
10 1 (0.032%) Lucidchart
10 1 (0.032%) Amazon Kinesis
Communications & Networking
1 31 (1.00%) Internet
2 27 (0.87%) HTTP
3 18 (0.58%) LDAP
4 13 (0.42%) Firewall
5 11 (0.35%) Network Security
6 10 (0.32%) Intranet
7 9 (0.29%) LAN
7 9 (0.29%) WAN
8 7 (0.23%) TCP/IP
8 7 (0.23%) SSL
9 6 (0.19%) IPv6
9 6 (0.19%) VPN
9 6 (0.19%) EIGRP
9 6 (0.19%) OSPF
9 6 (0.19%) BGP
9 6 (0.19%) IPsec
10 5 (0.16%) NAS
10 5 (0.16%) DNS
10 5 (0.16%) SAN
11 4 (0.13%) FTP
Database & Business Intelligence
1 800 (25.81%) Data Warehouse
2 640 (20.65%) SQL Server
3 363 (11.71%) SQL Server Integration Services
4 225 (7.26%) Oracle Database
5 224 (7.23%) SQL Server Reporting Services
6 222 (7.16%) Relational Database
7 205 (6.61%) SQL Server Analysis Services
8 160 (5.16%) QlikView
9 157 (5.06%) Big Data
10 137 (4.42%) SQL Server 2008
11 128 (4.13%) OLAP
12 121 (3.90%) Oracle Database 11g
13 119 (3.84%) Hadoop
14 108 (3.48%) Data Mining
15 107 (3.45%) RDBMS
16 102 (3.29%) SQL Server 2012
17 83 (2.68%) DB2
18 73 (2.35%) Microsoft Analysis Services
19 64 (2.06%) DataStage
20 59 (1.90%) Oracle BI EE
Development Applications
1 197 (6.35%) ERwin
2 74 (2.39%) Toad
3 67 (2.16%) Team Foundation Server
4 43 (1.39%) Visual Studio
5 35 (1.13%) Eclipse
5 35 (1.13%) Subversion
6 31 (1.00%) PowerDesigner
7 28 (0.90%) NUnit
7 28 (0.90%) JIRA
8 20 (0.65%) Oracle APEX
9 18 (0.58%) Oracle Forms
9 18 (0.58%) Ant
10 15 (0.48%) SQL Server Management Studio (SSMS)
11 14 (0.45%) CA Gen
11 14 (0.45%) Jenkins
11 14 (0.45%) Maven
12 13 (0.42%) Talend Open Studio
12 13 (0.42%) Git (software)
13 12 (0.39%) SpecFlow
14 11 (0.35%) VSS/SourceSafe
General
1 889 (28.68%) Finance
2 502 (16.19%) Banking
3 205 (6.61%) Investment Banking
4 172 (5.55%) Retail
5 86 (2.77%) Telecoms
6 65 (2.10%) Marketing
7 57 (1.84%) Front Office
8 49 (1.58%) Manufacturing
9 36 (1.16%) Law
10 34 (1.10%) Back Office
11 30 (0.97%) Legal
12 28 (0.90%) Financial Institution
12 28 (0.90%) Retail Banking
13 24 (0.77%) Publishing
14 22 (0.71%) Pharmaceutical
15 15 (0.48%) Games
16 14 (0.45%) Advertising
17 10 (0.32%) Automotive
17 10 (0.32%) General Ledger
18 9 (0.29%) French Language
Job Titles
1 973 (31.39%) Analyst
2 897 (28.94%) Developer
3 625 (20.16%) Architect
4 541 (17.45%) Business Analyst
5 363 (11.71%) Data Architect
6 306 (9.87%) Data Analyst
7 206 (6.65%) Data Modeller
8 166 (5.35%) Consultant
9 138 (4.45%) SQL Developer
10 111 (3.58%) Business Intelligence Developer
11 102 (3.29%) Solutions Architect
12 85 (2.74%) Oracle Developer
13 84 (2.71%) Senior Developer
14 73 (2.35%) Java Developer
14 73 (2.35%) QlikView Developer
15 71 (2.29%) Senior Analyst
16 69 (2.23%) Designer
17 68 (2.19%) DBA
18 64 (2.06%) ETL Developer
19 62 (2.00%) Project Manager
Libraries, Frameworks & Software Standards
1 198 (6.39%) XML
2 175 (5.65%) .NET
3 146 (4.71%) Web Services
4 122 (3.94%) HTML
5 73 (2.35%) J2EE
6 71 (2.29%) CSS
7 69 (2.23%) .NET Framework
8 53 (1.71%) Middleware
9 52 (1.68%) REST
10 50 (1.61%) MDX
11 48 (1.55%) SOAP
12 42 (1.35%) HTML5
13 41 (1.32%) jQuery
14 40 (1.29%) JSON
14 40 (1.29%) Spring
15 39 (1.26%) RESTful
16 35 (1.13%) ASP.NET
17 34 (1.10%) XSLT
18 32 (1.03%) Hibernate
19 27 (0.87%) XSD
Miscellaneous
1 394 (12.71%) Analytical Skills
2 174 (5.61%) Data Integration
3 159 (5.13%) Management Information System
4 124 (4.00%) Data Structures
5 101 (3.26%) Reference Data
6 98 (3.16%) Visualisation
7 95 (3.06%) Computer Science
8 69 (2.23%) Derivative
9 54 (1.74%) Credit Risk
10 51 (1.65%) Enterprise Software
11 50 (1.61%) Market Risk
12 41 (1.32%) Fixed Income
13 39 (1.26%) Mathematics
14 38 (1.23%) Statistics
15 36 (1.16%) GIS
16 35 (1.13%) Equities
17 33 (1.06%) Data Centre
18 32 (1.03%) Replication
19 30 (0.97%) Foreign Exchange (FX)
20 26 (0.84%) Algorithms
Operating Systems
1 186 (6.00%) UNIX
2 89 (2.87%) Linux
3 85 (2.74%) Windows
4 13 (0.42%) VME
4 13 (0.42%) Apple iOS
5 10 (0.32%) Android
5 10 (0.32%) Windows Server 2003
6 9 (0.29%) Solaris
6 9 (0.29%) zOS
7 7 (0.23%) CentOS
8 6 (0.19%) Debian
8 6 (0.19%) Ubuntu
8 6 (0.19%) Windows Server 2008
9 5 (0.16%) Windows 7
10 4 (0.13%) Red Hat Enterprise Linux
10 4 (0.13%) MVS
11 3 (0.097%) Windows XP
12 2 (0.065%) Oracle Linux
13 1 (0.032%) Mac OS X
13 1 (0.032%) OS/390
Processes & Methodologies
1 825 (26.61%) Business Intelligence
2 630 (20.32%) ETL
3 508 (16.39%) Agile Software Development
4 475 (15.32%) Data Analysis
5 377 (12.16%) Logical Data Model
6 325 (10.48%) Data Architecture
7 323 (10.42%) Migration
8 312 (10.06%) Data Management
9 294 (9.48%) Analytics
10 275 (8.87%) Business Analysis
11 239 (7.71%) Data Migration
12 216 (6.97%) Project Management
13 212 (6.84%) SDLC
14 205 (6.61%) UML
15 203 (6.55%) Data Mapping
16 200 (6.45%) Physical Data Model
17 195 (6.29%) Stakeholder Management
18 190 (6.13%) Data Governance
19 157 (5.06%) OO
20 145 (4.68%) SOA
Programming Languages
1 1228 (39.61%) SQL
2 411 (13.26%) Java
3 317 (10.23%) PL/SQL
4 222 (7.16%) T-SQL
5 117 (3.77%) C#
6 113 (3.65%) JavaScript
7 70 (2.26%) Shell Script
8 66 (2.13%) VBA
9 59 (1.90%) Perl
10 39 (1.26%) Python
11 36 (1.16%) PowerShell
11 36 (1.16%) R
12 35 (1.13%) C
13 33 (1.06%) PHP
13 33 (1.06%) ABAP
14 30 (0.97%) C++
15 29 (0.94%) VB
16 25 (0.81%) Scala
17 20 (0.65%) Ruby
18 16 (0.52%) VB.NET
Qualifications
1 245 (7.90%) Degree
2 141 (4.55%) Security Cleared
3 97 (3.13%) SC Cleared
4 58 (1.87%) ISEB
5 15 (0.48%) Oracle Certification
6 13 (0.42%) PMI Certification
6 13 (0.42%) DV Cleared
7 12 (0.39%) SAP Certification
8 10 (0.32%) CIMA
9 7 (0.23%) PMP
10 6 (0.19%) ACCA
10 6 (0.19%) HND
10 6 (0.19%) ISTQB
11 5 (0.16%) IIBA
11 5 (0.16%) CBAP
11 5 (0.16%) Microsoft Certification
11 5 (0.16%) OCP
12 4 (0.13%) PRINCE2 Certification
12 4 (0.13%) PhD
12 4 (0.13%) MBA
Quality Assurance & Compliance
1 143 (4.61%) Data Quality
2 124 (4.00%) QA
3 48 (1.55%) SLA
4 44 (1.42%) Solvency II
5 16 (0.52%) Basel III
6 14 (0.45%) Basel II
7 11 (0.35%) FATCA
8 9 (0.29%) COREP
8 9 (0.29%) FINREP
9 8 (0.26%) Dodd-Frank
10 6 (0.19%) EMIR
10 6 (0.19%) Sarbanes-Oxley
11 5 (0.16%) COBIT
12 4 (0.13%) MiFID
13 2 (0.065%) ISO 9001
13 2 (0.065%) ISO/IEC 27001
13 2 (0.065%) PCI DSS
13 2 (0.065%) PMBOK
14 1 (0.032%) ISO 9000
14 1 (0.032%) GAAP
System Software
1 26 (0.84%) HDFS
2 14 (0.45%) Oracle RAC
2 14 (0.45%) VMware Infrastructure
3 13 (0.42%) Apache Flume
4 10 (0.32%) Active Directory
5 6 (0.19%) Samba
5 6 (0.19%) Postfix
5 6 (0.19%) XenServer
5 6 (0.19%) iptables
6 3 (0.097%) Oracle Clusterware
7 2 (0.065%) Xen
7 2 (0.065%) Docker
7 2 (0.065%) Hyper-V
8 1 (0.032%) Microsoft App-V
8 1 (0.032%) GridGain
Systems Management
1 15 (0.48%) Oozie
2 12 (0.39%) Control-M
3 10 (0.32%) HP Quality Center
3 10 (0.32%) Puppet
4 7 (0.23%) Opscode Chef
4 7 (0.23%) Data Guard
5 6 (0.19%) ZABBIX
5 6 (0.19%) Oracle EDQ
6 5 (0.16%) Oracle Enterprise Manager
6 5 (0.16%) Graphite
6 5 (0.16%) SCOM
7 4 (0.13%) Oracle Flashback
7 4 (0.13%) Salt
7 4 (0.13%) Hadoop YARN
7 4 (0.13%) Oracle RMAN
7 4 (0.13%) MAINVIEW
7 4 (0.13%) SCCM
8 3 (0.097%) Tivoli
8 3 (0.097%) Nagios
9 2 (0.065%) BladeLogic
Vendors
1 729 (23.52%) Oracle
2 442 (14.26%) Microsoft
3 222 (7.16%) SAP
4 205 (6.61%) Informatica
5 176 (5.68%) Business Objects
6 166 (5.35%) IBM
7 111 (3.58%) Cognos
8 101 (3.26%) Teradata
9 85 (2.74%) Tableau
10 63 (2.03%) Sybase
11 62 (2.00%) Netezza
12 59 (1.90%) Pega
13 50 (1.61%) webMethods
14 38 (1.23%) Salesforce.com
15 35 (1.13%) CA
15 35 (1.13%) MicroStrategy
16 30 (0.97%) Ab Initio
17 24 (0.77%) GoldenSource
18 21 (0.68%) BEA
18 21 (0.68%) HP
City, London
Digitech Resourcing Ltd
Rate: From £400 to £450 per day
Posted: 2 days ago
Crawley, West Sussex
Opus Recruitment Solutions Ltd
Rate: £300 - £350 per day
Posted: 2 days ago
Glasgow, Lanarkshire
Experis Ltd
Posted: 2 days ago
Leamington Spa, Warwickshire
Adroit People Limited
Rate: Up to £400 per day
Posted: 2 days ago
London
Boston Hale
Rate: £400 - £450 per day
Posted: 2 days ago
West Midlands
Computer People
Posted: 2 days ago
Berkshire
Opus Recruitment Solutions Ltd
Rate: £400 - £500 per day
Posted: 2 days ago
Newbury, Berkshire
LA International
Posted: 2 days ago
Uxbridge, Middlesex
Lorien Resourcing
Posted: 2 days ago
South West London
HAYS INFORMATION TECHNOLOGY
Rate: £600.00 - £623.00 per annum
Posted: 2 days ago
West Midlands
Tata Technologies Europe Limited
Posted: 2 days ago
South West London
First Point
Rate: £600 - £750 per day
Posted: 2 days ago
London
E-synergy Solutions
Rate: £450 - £500 per day
Posted: 2 days ago
Edinburgh, Midlothian
Harvey Nash plc
Rate: £400 per day
Posted: 2 days ago
London
Hays Finance Technology
Rate: £600.00 - £675.00 per day
Posted: 3 days ago
Edinburgh, Midlothian
Spring Technology
Posted: 3 days ago
City, London
McGregor Boyall
Rate: £500 - £600 per day
Posted: 3 days ago
City, London
TEKsystems
Rate: £600 - £700 per day
Posted: 3 days ago
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Rate: Up to £520 per day
Posted: 3 days ago
East Sussex
TEKsystems
Rate: £500 per day
Posted: 3 days ago