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 2 June 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
2 Jun 2015
Same period 2014 Same period 2013
Data Modeling
Rank 70 83 73
Rank change year-on-year
+13 -10
Contract jobs citing Data Modelling 1452 1183 1190
As % of all contract IT jobs located in the UK 2.71% 2.26% 2.59%
As % of the Processes & Methodologies category 3.51% 3.01% 3.48%
Number of daily rates quoted 944 765 705
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 £299
10% offered a daily rate of more than £600 £600 £575
UK excluding London average daily rate £425 £400 £388
% change year-on-year
+6.25% +3.22%
Number of hourly rates quoted 9 6 10
Average hourly rate £33.00 £21.55 £36.65
Average hourly rate % change year-on-year
+53.16% -41.21%
90% offered a hourly rate of more than £20.25 £20.00 £27.10
10% offered a hourly rate of more than £53.00 £74.08 £59.00
UK excluding London average hourly rate £27.75 £23.15 £35.50
% change year-on-year
+19.87% -34.78%

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
41360 39367 34236
As % of all contract IT jobs located in the UK 77.18% 75.27% 74.62%
Number of daily rates quoted 26409 24837 20434
Average daily rate £413 £400 £413
Average daily rate % change year-on-year
+3.12% -3.03%
90% offered a daily rate of more than £285 £275 £275
10% offered a daily rate of more than £575 £550 £575
UK excluding London average daily rate £388 £375 £365
% change year-on-year
+3.33% +2.73%
Number of hourly rates quoted 1177 1180 1026
Average hourly rate £29.00 £27.50 £32.00
Average hourly rate % change year-on-year
+5.45% -14.06%
90% offered a hourly rate of more than £12.35 £13.00 £13.50
10% offered a hourly rate of more than £47.86 £50.00 £50.00
UK excluding London average hourly rate £30.00 £30.00 £32.00
% change year-on-year
- -6.25%

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 2 June 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 2 June 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 2 June 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 +15 1289 £450 - 256
London +8 681 £475 - 114
South East +27 184 £405 +1.25% 51
City of London -5 167 £475 - 49
Yorkshire +12 126 £375 - 18
Scotland +10 101 £388 -3.12% 14
West Yorkshire +4 86 £360 -2.37% 10
North West -10 68 £500 +21.21% 19
Leeds +14 67 £350 -6.66% 7
South West -15 58 £500 +17.64% 14
West Midlands -1 55 £453 +6.47% 13
Glasgow +17 46 £375 +3.44% 8
Hampshire +27 38 £450 +18.42% 13
North East -2 38 £451 +5.30% 3
East of England -7 37 £413 +3.12% 13
East Midlands +15 36 £363 +11.53% 5
Berkshire -4 34 £338 -13.46% 15
Edinburgh -13 34 £450 - 1
Wales +13 29 £400 +33.33% 3
Wiltshire +8 29 £500 +10.98%
Surrey +1 29 £400 -11.11% 4
Swindon +13 26 £500 +10.98%
Oxfordshire +2 26 £438 +34.61% 5
Newcastle upon Tyne -7 26 £463 +8.99% 2
Tyne and Wear -9 26 £463 +8.99% 2
Cheshire +3 23 £488 +21.87% 4
Buckinghamshire +8 22 £388 -3.12% 9
South Yorkshire +6 22 £450 +7.14% 1
Lancashire +11 21 £583 +55.33% 2
Nottinghamshire +2 21 £300 -6.61%

Data Modelling
Top 30 Related IT Skills

For the 6 months to 2 June 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 1131 (37.95%) SQL
2 839 (28.15%) Finance
3 765 (25.67%) Data Warehouse
4 761 (25.54%) Business Intelligence
5 710 (23.83%) Oracle
6 625 (20.97%) SQL Server
7 584 (19.60%) ETL
8 507 (17.01%) Agile Software Development
9 491 (16.48%) Banking
10 459 (15.40%) Data Analysis
11 446 (14.97%) Java
12 408 (13.69%) Microsoft
13 376 (12.62%) Logical Data Model
14 351 (11.78%) Analytical Skills
15 333 (11.17%) SQL Server Integration Services
16 292 (9.80%) Data Architecture
17 290 (9.73%) PL/SQL
18 288 (9.66%) Analytics
19 286 (9.60%) Migration
20 280 (9.40%) Business Analysis
21 273 (9.16%) Data Management
22 270 (9.06%) Degree
23 258 (8.66%) MS Excel
24 236 (7.92%) Relational Database
25 218 (7.32%) Data Migration
26 216 (7.25%) Project Management
27 214 (7.18%) XML
28 213 (7.15%) UML
29 207 (6.95%) Oracle Database
30 203 (6.81%) SQL Server Reporting Services

Data Modelling
Top Related IT Skills by Category

For the 6 months to 2 June 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
1 157 (5.27%) SAS
2 99 (3.32%) SharePoint
3 50 (1.68%) WebLogic
4 26 (0.87%) WebSphere
5 25 (0.84%) Apache Pig
6 19 (0.64%) Apache Spark
6 19 (0.64%) Apache
7 14 (0.47%) Elasticsearch
7 14 (0.47%) Confluence
8 12 (0.40%) Tomcat
8 12 (0.40%) Oracle Workflow
9 11 (0.37%) JBoss
10 10 (0.34%) BizTalk Server
10 10 (0.34%) MQSeries
10 10 (0.34%) IIS
10 10 (0.34%) SharePoint 2013
11 9 (0.30%) ArcGIS
11 9 (0.30%) NetWeaver
12 7 (0.23%) MediaWiki
12 7 (0.23%) SharePoint 2010
Applications
1 258 (8.66%) MS Excel
2 139 (4.66%) MS Visio
3 122 (4.09%) MS Office
4 77 (2.58%) MS PowerPoint
5 28 (0.94%) PowerPivot
6 26 (0.87%) MS Project
7 21 (0.70%) SPSS
8 15 (0.50%) Spreadsheet
9 4 (0.13%) InfoPath
9 4 (0.13%) Siemens NX
10 3 (0.10%) Photoshop
10 3 (0.10%) AutoCAD
11 2 (0.067%) Adobe Illustrator
12 1 (0.034%) CATIA
Business Applications
1 44 (1.48%) Oracle EBS
2 36 (1.21%) Dynamics CRM
3 23 (0.77%) Markit EDM
4 20 (0.67%) Cognos Business Intelligence
5 16 (0.54%) Loan IQ
6 13 (0.44%) Oracle BPM
7 11 (0.37%) SAP CRM
8 10 (0.34%) Teamcenter
8 10 (0.34%) Remedy ITSM
8 10 (0.34%) SAP BPC
9 9 (0.30%) Oracle Applications
10 8 (0.27%) Oracle General Ledger
10 8 (0.27%) Oracle EBS R12
11 7 (0.23%) Oracle Payables
12 6 (0.20%) WebTrends
12 6 (0.20%) Oracle Assets
13 5 (0.17%) SAP FI-AP
13 5 (0.17%) SAP HR
14 4 (0.13%) SAP R/3
14 4 (0.13%) SAP FI
Cloud Services
1 26 (0.87%) Amazon AWS
2 18 (0.60%) Microsoft Azure
3 15 (0.50%) SaaS
4 12 (0.40%) Google Analytics
5 10 (0.34%) PaaS
6 7 (0.23%) SuccessFactors
7 5 (0.17%) Office 365
8 4 (0.13%) Amazon EC2
9 3 (0.10%) Amazon EMR
10 2 (0.067%) Cloud Computing
10 2 (0.067%) Boomi
10 2 (0.067%) Force.com
10 2 (0.067%) Heroku
10 2 (0.067%) Adobe Analytics
10 2 (0.067%) IaaS
11 1 (0.034%) Amazon S3
11 1 (0.034%) Lucidchart
11 1 (0.034%) Google Cloud Platform
11 1 (0.034%) Amazon CloudWatch
Communications & Networking
1 39 (1.31%) HTTP
2 19 (0.64%) Internet
2 19 (0.64%) LDAP
3 15 (0.50%) Firewall
4 12 (0.40%) Network Security
5 11 (0.37%) LAN
5 11 (0.37%) WAN
6 7 (0.23%) IPsec
6 7 (0.23%) BGP
6 7 (0.23%) EIGRP
6 7 (0.23%) VPN
6 7 (0.23%) IPv6
6 7 (0.23%) Intranet
6 7 (0.23%) OSPF
7 4 (0.13%) SSL
7 4 (0.13%) TCP/IP
7 4 (0.13%) Ethernet
7 4 (0.13%) FTP
7 4 (0.13%) DNS
8 3 (0.10%) DSL
Database & Business Intelligence
1 765 (25.67%) Data Warehouse
2 625 (20.97%) SQL Server
3 333 (11.17%) SQL Server Integration Services
4 236 (7.92%) Relational Database
5 207 (6.95%) Oracle Database
6 203 (6.81%) SQL Server Reporting Services
7 186 (6.24%) SQL Server Analysis Services
8 154 (5.17%) QlikView
9 153 (5.13%) Big Data
10 131 (4.40%) OLAP
11 127 (4.26%) RDBMS
12 125 (4.19%) SQL Server 2008
13 111 (3.72%) Oracle Database 11g
14 110 (3.69%) Hadoop
15 99 (3.32%) Data Mining
16 88 (2.95%) SQL Server 2012
17 82 (2.75%) DB2
18 79 (2.65%) Microsoft Analysis Services
19 54 (1.81%) DataStage
20 53 (1.78%) Star Schema
Development Applications
1 177 (5.94%) ERwin
2 76 (2.55%) Team Foundation Server
3 68 (2.28%) Toad
4 53 (1.78%) Visual Studio
5 34 (1.14%) JIRA
6 33 (1.11%) Subversion
7 26 (0.87%) Eclipse
7 26 (0.87%) PowerDesigner
8 23 (0.77%) NUnit
9 18 (0.60%) Ant
9 18 (0.60%) Oracle APEX
10 17 (0.57%) SQL Server Management Studio (SSMS)
10 17 (0.57%) Git (software)
11 13 (0.44%) Jenkins
12 11 (0.37%) CA Gen
12 11 (0.37%) Talend Open Studio
12 11 (0.37%) Maven
12 11 (0.37%) VSS/SourceSafe
12 11 (0.37%) Oracle Forms
13 10 (0.34%) SpecFlow
General
1 839 (28.15%) Finance
2 491 (16.48%) Banking
3 199 (6.68%) Investment Banking
4 174 (5.84%) Retail
5 85 (2.85%) Telecoms
6 61 (2.05%) Front Office
7 59 (1.98%) Marketing
8 36 (1.21%) Manufacturing
9 34 (1.14%) Back Office
9 34 (1.14%) Financial Institution
10 25 (0.84%) Retail Banking
10 25 (0.84%) Law
10 25 (0.84%) Legal
11 22 (0.74%) Games
12 20 (0.67%) Pharmaceutical
12 20 (0.67%) Publishing
13 10 (0.34%) Automotive
13 10 (0.34%) Advertising
13 10 (0.34%) Billing
14 9 (0.30%) French Language
Job Titles
1 966 (32.42%) Analyst
2 879 (29.50%) Developer
3 560 (18.79%) Architect
4 534 (17.92%) Business Analyst
5 332 (11.14%) Data Architect
6 298 (10.00%) Data Analyst
7 196 (6.58%) Data Modeller
8 156 (5.23%) Consultant
9 124 (4.16%) SQL Developer
10 98 (3.29%) Business Intelligence Developer
11 87 (2.92%) Java Developer
12 82 (2.75%) Solutions Architect
13 81 (2.72%) Senior Developer
14 80 (2.68%) Oracle Developer
15 72 (2.42%) QlikView Developer
16 71 (2.38%) Senior Analyst
17 70 (2.35%) Designer
18 68 (2.28%) DBA
19 66 (2.21%) ETL Developer
20 60 (2.01%) Project Manager
Libraries, Frameworks & Software Standards
1 214 (7.18%) XML
2 193 (6.48%) .NET
3 160 (5.37%) Web Services
4 121 (4.06%) HTML
5 78 (2.62%) .NET Framework
6 76 (2.55%) CSS
7 67 (2.25%) REST
8 63 (2.11%) J2EE
9 57 (1.91%) SOAP
10 52 (1.74%) MDX
11 51 (1.71%) JSON
11 51 (1.71%) HTML5
11 51 (1.71%) RESTful
12 46 (1.54%) jQuery
13 45 (1.51%) Middleware
14 41 (1.38%) Spring
15 34 (1.14%) ASP.NET
16 29 (0.97%) Hibernate
17 27 (0.91%) Java EE
18 25 (0.84%) XSD
Miscellaneous
1 351 (11.78%) Analytical Skills
2 155 (5.20%) Data Integration
3 137 (4.60%) Management Information System
4 121 (4.06%) Data Structures
5 118 (3.96%) Computer Science
6 107 (3.59%) Visualisation
7 96 (3.22%) Reference Data
8 89 (2.99%) Derivative
9 61 (2.05%) Market Risk
10 56 (1.88%) Mathematics
11 55 (1.85%) Enterprise Software
12 54 (1.81%) Credit Risk
13 44 (1.48%) Fixed Income
14 42 (1.41%) Foreign Exchange (FX)
14 42 (1.41%) Statistics
15 35 (1.17%) Equities
16 31 (1.04%) GIS
17 29 (0.97%) Equity Derivative
18 28 (0.94%) Replication
19 27 (0.91%) Data Centre
Operating Systems
1 175 (5.87%) UNIX
2 88 (2.95%) Windows
3 80 (2.68%) Linux
4 13 (0.44%) Apple iOS
5 11 (0.37%) Windows Server 2003
6 10 (0.34%) Solaris
6 10 (0.34%) Android
7 9 (0.30%) CentOS
8 8 (0.27%) zOS
9 7 (0.23%) VME
9 7 (0.23%) Ubuntu
9 7 (0.23%) Debian
10 6 (0.20%) Red Hat Enterprise Linux
10 6 (0.20%) Windows Server 2008
11 4 (0.13%) MVS
11 4 (0.13%) Windows 7
12 3 (0.10%) Windows XP
13 1 (0.034%) Oracle Linux
13 1 (0.034%) AIX
13 1 (0.034%) OS/390
Processes & Methodologies
1 761 (25.54%) Business Intelligence
2 584 (19.60%) ETL
3 507 (17.01%) Agile Software Development
4 459 (15.40%) Data Analysis
5 376 (12.62%) Logical Data Model
6 292 (9.80%) Data Architecture
7 288 (9.66%) Analytics
8 286 (9.60%) Migration
9 280 (9.40%) Business Analysis
10 273 (9.16%) Data Management
11 218 (7.32%) Data Migration
12 216 (7.25%) Project Management
13 213 (7.15%) UML
14 200 (6.71%) Data Mapping
15 198 (6.64%) SDLC
16 191 (6.41%) OO
16 191 (6.41%) Physical Data Model
17 187 (6.28%) Stakeholder Management
18 170 (5.70%) Data Governance
19 134 (4.50%) Validation
Programming Languages
1 1131 (37.95%) SQL
2 446 (14.97%) Java
3 290 (9.73%) PL/SQL
4 188 (6.31%) T-SQL
5 138 (4.63%) C#
6 98 (3.29%) JavaScript
7 69 (2.32%) VBA
8 61 (2.05%) Shell Script
9 60 (2.01%) Perl
10 39 (1.31%) Python
11 31 (1.04%) PowerShell
12 30 (1.01%) R
13 29 (0.97%) PHP
14 27 (0.91%) C
15 26 (0.87%) VB
16 25 (0.84%) Ruby
17 23 (0.77%) ABAP
18 22 (0.74%) Scala
19 19 (0.64%) C++
20 16 (0.54%) Bash Shell
Qualifications
1 270 (9.06%) Degree
2 133 (4.46%) Security Cleared
3 92 (3.09%) SC Cleared
4 74 (2.48%) ISEB
5 13 (0.44%) Oracle Certification
6 12 (0.40%) PMI Certification
6 12 (0.40%) DV Cleared
7 11 (0.37%) Microsoft Certification
7 11 (0.37%) SAP Certification
8 9 (0.30%) CIMA
9 7 (0.23%) MCITP
9 7 (0.23%) ISTQB
9 7 (0.23%) HND
10 5 (0.17%) IIBA
10 5 (0.17%) CBAP
10 5 (0.17%) ACCA
10 5 (0.17%) OCP
11 4 (0.13%) PRINCE2 Certification
11 4 (0.13%) PMP
11 4 (0.13%) IBM Certification
Quality Assurance & Compliance
1 131 (4.40%) Data Quality
2 127 (4.26%) QA
3 43 (1.44%) Solvency II
4 34 (1.14%) SLA
5 18 (0.60%) Basel III
6 14 (0.47%) Basel II
7 10 (0.34%) FATCA
8 9 (0.30%) Dodd-Frank
8 9 (0.30%) COREP
8 9 (0.30%) FINREP
9 8 (0.27%) EMIR
10 6 (0.20%) COBIT
11 5 (0.17%) MiFID
11 5 (0.17%) Sarbanes-Oxley
12 2 (0.067%) ISO/IEC 27001
12 2 (0.067%) PMBOK
13 1 (0.034%) CRD IV
13 1 (0.034%) PCI DSS
13 1 (0.034%) GAAP
13 1 (0.034%) ISO 9000
System Software
1 23 (0.77%) HDFS
2 16 (0.54%) VMware Infrastructure
3 14 (0.47%) Apache Flume
4 11 (0.37%) Oracle RAC
5 8 (0.27%) Active Directory
6 7 (0.23%) Postfix
6 7 (0.23%) iptables
6 7 (0.23%) XenServer
6 7 (0.23%) Samba
7 4 (0.13%) Oracle Clusterware
8 2 (0.067%) Xen
8 2 (0.067%) Hyper-V
8 2 (0.067%) Docker
9 1 (0.034%) GridGain
9 1 (0.034%) Microsoft App-V
Systems Management
1 15 (0.50%) HP Quality Center
2 13 (0.44%) Oozie
3 12 (0.40%) Control-M
4 10 (0.34%) Puppet
5 7 (0.23%) Opscode Chef
5 7 (0.23%) Data Guard
5 7 (0.23%) ZABBIX
6 5 (0.17%) Salt
6 5 (0.17%) Graphite
6 5 (0.17%) SCOM
6 5 (0.17%) Oracle Enterprise Manager
7 4 (0.13%) Oracle RMAN
7 4 (0.13%) SCCM
7 4 (0.13%) Oracle Flashback
7 4 (0.13%) Oracle EDQ
8 3 (0.10%) Tivoli
8 3 (0.10%) MAINVIEW
9 2 (0.067%) Nagios
9 2 (0.067%) BladeLogic
9 2 (0.067%) Zenoss
Vendors
1 710 (23.83%) Oracle
2 408 (13.69%) Microsoft
3 186 (6.24%) Informatica
4 185 (6.21%) SAP
5 165 (5.54%) Business Objects
6 151 (5.07%) IBM
7 104 (3.49%) Cognos
8 93 (3.12%) Teradata
9 81 (2.72%) Tableau
10 60 (2.01%) Netezza
11 59 (1.98%) Sybase
12 56 (1.88%) Pega
13 48 (1.61%) Salesforce.com
14 40 (1.34%) webMethods
15 35 (1.17%) CA
16 32 (1.07%) MicroStrategy
17 27 (0.91%) hybris
18 23 (0.77%) GoldenSource
19 22 (0.74%) Ab Initio
20 20 (0.67%) BEA
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