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 27 August 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
27 Aug 2015
Same period 2014 Same period 2013
Data Modeling
Rank 72 73 73
Rank change year-on-year
+1 0
Contract jobs citing Data Modelling 1522 1415 1388
As % of all contract IT jobs located in the UK 2.65% 2.51% 2.60%
As % of the Processes & Methodologies category 3.40% 3.30% 3.47%
Number of daily rates quoted 1037 839 815
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£450 £450 £450
90% offered a daily rate of more than £325 £313 £325
10% offered a daily rate of more than £600 £600 £600
UK excluding London average daily rate £440 £413 £400
% change year-on-year
+6.66% +3.12%
Number of hourly rates quoted 1 8 21
Average hourly rate £45.00 £19.56 £37.80
Average hourly rate % change year-on-year
+130.06% -48.25%
UK excluding London average hourly rate £45.00 £17.50 £37.80
% change year-on-year
+157.14% -53.70%

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
44771 42887 39990
As % of all contract IT jobs located in the UK 77.90% 76.14% 74.92%
Number of daily rates quoted 29124 26514 24550
Average daily rate £425 £410 £400
Average daily rate % change year-on-year
+3.65% +2.50%
90% offered a daily rate of more than £288 £275 £275
10% offered a daily rate of more than £575 £575 £575
UK excluding London average daily rate £400 £375 £370
% change year-on-year
+6.66% +1.35%
Number of hourly rates quoted 1215 1168 1110
Average hourly rate £31.44 £23.50 £29.00
Average hourly rate % change year-on-year
+33.78% -18.96%
90% offered a hourly rate of more than £12.50 £12.50 £12.50
10% offered a hourly rate of more than £52.13 £50.00 £50.00
UK excluding London average hourly rate £32.50 £25.50 £30.00
% change year-on-year
+27.45% -15.00%

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 27 August 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
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 27 August 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 -2 1356 £450 - 283
London -10 598 £495 -1.00% 130
South East +50 230 £434 +2.05% 61
City of London -11 145 £485 -3.00% 36
North West +3 125 £465 +29.61% 21
Scotland +12 104 £375 -9.63% 14
Yorkshire -20 92 £400 +3.22% 10
West Midlands +30 88 £400 -6.91% 17
Hampshire +56 85 £415 +5.73% 12
South West -5 76 £461 -5.38% 18
East of England +10 72 £425 +7.93% 11
West Yorkshire -23 70 £378 +4.27% 8
Lancashire +13 55 £489 +37.67% 4
Leeds -27 53 £375 +5.26% 7
East Midlands +20 50 £450 +20.00% 7
Glasgow +16 43 £339 -3.21% 5
Edinburgh -11 43 £405 -7.42% 8
Blackpool +3 40 £493 +31.33%
Buckinghamshire +9 32 £365 -5.19% 6
Warwickshire +15 31 £438 +9.37%
Berkshire +9 31 £400 -9.85% 14
Wiltshire +2 30 £490 -2.00% 3
Milton Keynes +6 27 £365 -1.35% 2
South Yorkshire -4 26 £500 +19.40% 2
Swindon -5 26 £500 - 3
Manchester -11 26 £450 +30.90% 13
North East -12 24 £550 +51.72% 5
Sheffield -5 23 £513 +20.58% 1
Surrey -7 23 £400 -12.32% 10
East Sussex +18 20 £475 -2.56% 4

Data Modelling
Top 30 Related IT Skills

For the 6 months to 27 August 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 1212 (40.13%) SQL
2 887 (29.37%) Finance
3 824 (27.28%) Business Intelligence
4 769 (25.46%) Oracle
5 741 (24.54%) Data Warehouse
6 631 (20.89%) ETL
7 618 (20.46%) SQL Server
8 528 (17.48%) Agile Software Development
9 491 (16.26%) Banking
10 449 (14.87%) Microsoft
11 402 (13.31%) Analytical Skills
12 377 (12.48%) Data Analysis
13 355 (11.75%) Migration
14 351 (11.62%) Java
15 340 (11.26%) SQL Server Integration Services
16 322 (10.66%) PL/SQL
17 315 (10.43%) Data Architecture
18 313 (10.36%) Logical Data Model
19 301 (9.97%) Data Management
20 276 (9.14%) Analytics
21 270 (8.94%) T-SQL
22 256 (8.48%) Oracle Database
23 253 (8.38%) SAP
24 251 (8.31%) Data Migration
25 243 (8.05%) Business Analysis
26 235 (7.78%) SQL Server Reporting Services
27 228 (7.55%) Degree
28 227 (7.52%) ERwin
29 221 (7.32%) Data Integration
30 218 (7.22%) BusinessObjects

Data Modelling
Top Related IT Skills by Category

For the 6 months to 27 August 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
1 196 (6.49%) SAS
2 73 (2.42%) SharePoint
3 42 (1.39%) WebLogic
4 39 (1.29%) Apache Spark
5 25 (0.83%) WebSphere
6 18 (0.60%) CMS
7 16 (0.53%) JBoss
7 16 (0.53%) Apache Pig
8 13 (0.43%) Apache
9 12 (0.40%) BizTalk Server
10 11 (0.36%) Tomcat
11 9 (0.30%) MQSeries
11 9 (0.30%) IIS
11 9 (0.30%) NetWeaver
11 9 (0.30%) PowerExchange
12 8 (0.26%) Oracle Workflow
12 8 (0.26%) Documentum
12 8 (0.26%) Node.js
13 7 (0.23%) SharePoint 2013
13 7 (0.23%) Elasticsearch
Applications
1 212 (7.02%) MS Excel
2 98 (3.25%) MS Visio
3 93 (3.08%) MS Office
4 48 (1.59%) MS PowerPoint
5 32 (1.06%) MS Project
6 20 (0.66%) SPSS
7 19 (0.63%) PowerPivot
8 13 (0.43%) Spreadsheet
9 11 (0.36%) Siemens NX
10 10 (0.33%) AutoCAD
11 9 (0.30%) Photoshop
12 8 (0.26%) Adobe Illustrator
13 5 (0.17%) CATIA
14 3 (0.099%) Open Workbench
15 1 (0.033%) InfoPath
Business Applications
1 39 (1.29%) Oracle EBS
1 39 (1.29%) Dynamics CRM
2 20 (0.66%) Markit EDM
3 19 (0.63%) Teamcenter
4 18 (0.60%) Cognos Business Intelligence
5 16 (0.53%) SAP CRM
6 15 (0.50%) SAP BPC
7 14 (0.46%) Loan IQ
8 10 (0.33%) SAP HR
8 10 (0.33%) Oracle BPM
8 10 (0.33%) Remedy ITSM
9 9 (0.30%) SAP HCM
9 9 (0.30%) SAP FI-AP
9 9 (0.30%) SAP IS-U
10 8 (0.26%) Oracle EBS R12
11 7 (0.23%) SAP FSCM
11 7 (0.23%) SAP FI
12 6 (0.20%) SAP R/3
13 5 (0.17%) Dynamics AX
13 5 (0.17%) Oracle Applications
Cloud Services
1 25 (0.83%) Microsoft Azure
2 23 (0.76%) Amazon AWS
3 18 (0.60%) SaaS
4 12 (0.40%) Google Analytics
5 8 (0.26%) SuccessFactors
6 7 (0.23%) PaaS
7 3 (0.099%) Cloud Computing
7 3 (0.099%) Amazon EC2
8 2 (0.066%) Force.com
8 2 (0.066%) Heroku
8 2 (0.066%) Office 365
8 2 (0.066%) Boomi
9 1 (0.033%) Amazon Kinesis
9 1 (0.033%) Adobe Analytics
9 1 (0.033%) Amazon S3
Communications & Networking
1 41 (1.36%) Internet
2 29 (0.96%) HTTP
3 11 (0.36%) SSL
4 8 (0.26%) SAN
4 8 (0.26%) TCP/IP
4 8 (0.26%) LDAP
5 7 (0.23%) Intranet
6 6 (0.20%) Network Security
6 6 (0.20%) NAS
7 5 (0.17%) Firewall
7 5 (0.17%) DSL
7 5 (0.17%) VoIP
8 4 (0.13%) DNS
8 4 (0.13%) FTP
8 4 (0.13%) Wireless
9 3 (0.099%) HTTPS
9 3 (0.099%) CTI
9 3 (0.099%) 3GPP
10 2 (0.066%) LAN
10 2 (0.066%) WAN
Database & Business Intelligence
1 741 (24.54%) Data Warehouse
2 618 (20.46%) SQL Server
3 340 (11.26%) SQL Server Integration Services
4 256 (8.48%) Oracle Database
5 235 (7.78%) SQL Server Reporting Services
6 218 (7.22%) BusinessObjects
7 214 (7.09%) Relational Database
8 208 (6.89%) SQL Server Analysis Services
9 174 (5.76%) Big Data
10 159 (5.26%) QlikView
11 151 (5.00%) Oracle Database 11g
12 140 (4.64%) Hadoop
13 130 (4.30%) SQL Server 2008
13 130 (4.30%) OLAP
14 100 (3.31%) Data Mining
15 96 (3.18%) SQL Server 2012
16 93 (3.08%) Oracle BI EE
17 88 (2.91%) RDBMS
18 66 (2.19%) SAP BW
19 60 (1.99%) Microsoft Analysis Services
Development Applications
1 227 (7.52%) ERwin
2 78 (2.58%) Toad
3 64 (2.12%) Visual Studio
4 59 (1.95%) Team Foundation Server
5 41 (1.36%) Subversion
6 36 (1.19%) JIRA
7 33 (1.09%) Eclipse
8 26 (0.86%) NUnit
9 22 (0.73%) Talend Open Studio
10 21 (0.70%) PowerDesigner
11 19 (0.63%) Maven
11 19 (0.63%) SQL Server Management Studio (SSMS)
12 17 (0.56%) Oracle APEX
12 17 (0.56%) Oracle Forms
12 17 (0.56%) Ant
13 15 (0.50%) CA Gen
14 14 (0.46%) Git (software)
15 13 (0.43%) SoapUI
15 13 (0.43%) SpecFlow
15 13 (0.43%) Selenium
General
1 887 (29.37%) Finance
2 491 (16.26%) Banking
3 199 (6.59%) Investment Banking
4 135 (4.47%) Retail
5 79 (2.62%) Telecoms
6 61 (2.02%) Marketing
7 52 (1.72%) Front Office
8 49 (1.62%) Manufacturing
9 39 (1.29%) Law
10 31 (1.03%) Publishing
11 30 (0.99%) Legal
12 29 (0.96%) Back Office
13 26 (0.86%) Pharmaceutical
14 22 (0.73%) Financial Institution
15 21 (0.70%) Retail Banking
16 14 (0.46%) Advertising
17 11 (0.36%) Automotive
18 9 (0.30%) Games
18 9 (0.30%) General Ledger
19 8 (0.26%) Billing
Job Titles
1 935 (30.96%) Developer
2 890 (29.47%) Analyst
3 614 (20.33%) Architect
4 519 (17.19%) Business Analyst
5 308 (10.20%) Data Architect
6 273 (9.04%) Data Analyst
7 175 (5.79%) Data Modeller
8 153 (5.07%) Consultant
9 151 (5.00%) SQL Developer
10 129 (4.27%) Solutions Architect
11 128 (4.24%) Business Intelligence Developer
12 81 (2.68%) Technical Architect
13 80 (2.65%) Oracle Developer
14 78 (2.58%) Senior Analyst
14 78 (2.58%) ETL Developer
15 77 (2.55%) Senior Developer
15 77 (2.55%) QlikView Developer
16 73 (2.42%) Designer
17 63 (2.09%) Systems Analyst
18 62 (2.05%) DBA
Libraries, Frameworks & Software Standards
1 168 (5.56%) XML
2 144 (4.77%) .NET
3 131 (4.34%) Web Services
4 130 (4.30%) HTML
5 80 (2.65%) J2EE
6 68 (2.25%) CSS
7 65 (2.15%) Middleware
8 54 (1.79%) MDX
9 48 (1.59%) REST
10 46 (1.52%) SOAP
11 44 (1.46%) .NET Framework
12 41 (1.36%) Spring
13 40 (1.32%) HTML5
14 39 (1.29%) jQuery
15 34 (1.13%) Hibernate
15 34 (1.13%) XSLT
16 28 (0.93%) JSON
17 27 (0.89%) ASP.NET
18 25 (0.83%) RESTful
19 22 (0.73%) DHTML
Miscellaneous
1 402 (13.31%) Analytical Skills
2 221 (7.32%) Data Integration
3 154 (5.10%) Management Information System
4 116 (3.84%) Reference Data
5 108 (3.58%) Data Structures
6 89 (2.95%) Computer Science
7 83 (2.75%) Credit Risk
8 77 (2.55%) Visualisation
9 56 (1.85%) Algorithms
10 55 (1.82%) Enterprise Software
11 42 (1.39%) Statistics
12 41 (1.36%) Derivative
13 36 (1.19%) Fixed Income
13 36 (1.19%) Market Risk
14 32 (1.06%) Mainframe
15 31 (1.03%) Replication
15 31 (1.03%) NHS
16 28 (0.93%) GIS
17 27 (0.89%) Data Centre
18 26 (0.86%) Foreign Exchange (FX)
Operating Systems
1 193 (6.39%) UNIX
2 102 (3.38%) Linux
3 70 (2.32%) Windows
4 15 (0.50%) Solaris
4 15 (0.50%) Apple iOS
5 14 (0.46%) VME
6 10 (0.33%) Android
7 8 (0.26%) zOS
8 7 (0.23%) MVS
8 7 (0.23%) Windows 7
9 5 (0.17%) Windows XP
9 5 (0.17%) Windows Server 2008
10 4 (0.13%) Red Hat Enterprise Linux
10 4 (0.13%) Mac OS X
10 4 (0.13%) Windows Server 2003
11 2 (0.066%) AIX
11 2 (0.066%) Windows Server 2012
11 2 (0.066%) Oracle Linux
12 1 (0.033%) Windows 8
12 1 (0.033%) CentOS
Processes & Methodologies
1 824 (27.28%) Business Intelligence
2 631 (20.89%) ETL
3 528 (17.48%) Agile Software Development
4 377 (12.48%) Data Analysis
5 355 (11.75%) Migration
6 315 (10.43%) Data Architecture
7 313 (10.36%) Logical Data Model
8 301 (9.97%) Data Management
9 276 (9.14%) Analytics
10 251 (8.31%) Data Migration
11 243 (8.05%) Business Analysis
12 206 (6.82%) SDLC
13 191 (6.32%) Project Management
14 189 (6.26%) UML
15 183 (6.06%) Stakeholder Management
16 182 (6.03%) Data Governance
17 178 (5.89%) Data Mapping
18 160 (5.30%) Physical Data Model
19 150 (4.97%) CRM
20 146 (4.83%) Validation
Programming Languages
1 1212 (40.13%) SQL
2 351 (11.62%) Java
3 322 (10.66%) PL/SQL
4 270 (8.94%) T-SQL
5 120 (3.97%) JavaScript
6 115 (3.81%) C#
7 75 (2.48%) Shell Script
8 71 (2.35%) VBA
9 63 (2.09%) C++
10 53 (1.75%) Perl
11 46 (1.52%) ABAP
12 44 (1.46%) R
13 39 (1.29%) Scala
13 39 (1.29%) C
14 37 (1.23%) PowerShell
15 33 (1.09%) Python
16 32 (1.06%) VB
17 27 (0.89%) PHP
18 18 (0.60%) VBScript
19 17 (0.56%) COBOL
Qualifications
1 228 (7.55%) Degree
2 158 (5.23%) Security Cleared
3 109 (3.61%) SC Cleared
4 47 (1.56%) ISEB
5 15 (0.50%) SAP Certification
6 14 (0.46%) DV Cleared
7 13 (0.43%) Oracle Certification
7 13 (0.43%) PMI Certification
8 9 (0.30%) PRINCE2 Certification
9 7 (0.23%) Microsoft Certification
9 7 (0.23%) HND
9 7 (0.23%) CIMA
9 7 (0.23%) PMP
10 6 (0.20%) CBAP
10 6 (0.20%) OCP
11 5 (0.17%) ISTQB
12 4 (0.13%) IIBA
12 4 (0.13%) OCPJP
12 4 (0.13%) IBM Certification
12 4 (0.13%) ACCA
Quality Assurance & Compliance
1 159 (5.26%) Data Quality
2 122 (4.04%) QA
3 45 (1.49%) SLA
4 44 (1.46%) Solvency II
5 15 (0.50%) Basel III
6 13 (0.43%) Basel II
7 10 (0.33%) COREP
7 10 (0.33%) FINREP
8 8 (0.26%) FATCA
9 7 (0.23%) Dodd-Frank
10 5 (0.17%) PCI DSS
10 5 (0.17%) Sarbanes-Oxley
11 4 (0.13%) EMIR
12 3 (0.099%) MiFID
13 2 (0.066%) PMBOK
13 2 (0.066%) ISO 9001
13 2 (0.066%) COBIT
14 1 (0.033%) CDISC
14 1 (0.033%) GAAP
14 1 (0.033%) TickIT
System Software
1 25 (0.83%) HDFS
2 19 (0.63%) Oracle RAC
3 12 (0.40%) Apache Flume
4 11 (0.36%) Active Directory
4 11 (0.36%) VMware Infrastructure
5 6 (0.20%) Hyper-V
6 2 (0.066%) XenApp
6 2 (0.066%) Citrix Presentation Server
6 2 (0.066%) Time Sharing Option
6 2 (0.066%) Oracle Clusterware
6 2 (0.066%) Xen
6 2 (0.066%) Apache ZooKeeper
7 1 (0.033%) LXC
7 1 (0.033%) iptables
7 1 (0.033%) Samba
7 1 (0.033%) Microsoft App-V
7 1 (0.033%) XenServer
7 1 (0.033%) VMware ESXi
7 1 (0.033%) Postfix
Systems Management
1 12 (0.40%) Oozie
2 9 (0.30%) Control-M
3 8 (0.26%) Hadoop YARN
4 6 (0.20%) Oracle EDQ
4 6 (0.20%) Data Guard
4 6 (0.20%) HP Quality Center
5 5 (0.17%) Puppet
6 4 (0.13%) Opscode Chef
6 4 (0.13%) Oracle Enterprise Manager
6 4 (0.13%) SCCM
6 4 (0.13%) SCOM
7 3 (0.099%) Tivoli
7 3 (0.099%) MAINVIEW
7 3 (0.099%) Nagios
7 3 (0.099%) Oracle RMAN
7 3 (0.099%) Oracle Flashback
8 2 (0.066%) Graphite
8 2 (0.066%) ITRS Geneos
8 2 (0.066%) SCOrch
8 2 (0.066%) Ansible
Vendors
1 769 (25.46%) Oracle
2 449 (14.87%) Microsoft
3 253 (8.38%) SAP
4 217 (7.19%) Informatica
5 138 (4.57%) IBM
6 107 (3.54%) Cognos
7 94 (3.11%) Teradata
8 76 (2.52%) Tableau
9 65 (2.15%) Sybase
10 45 (1.49%) Netezza
11 38 (1.26%) webMethods
12 35 (1.16%) MicroStrategy
13 34 (1.13%) Ab Initio
14 32 (1.06%) Pega
15 29 (0.96%) CA
16 26 (0.86%) Salesforce.com
16 26 (0.86%) Cloudera
17 22 (0.73%) Talend
17 22 (0.73%) hybris
17 22 (0.73%) HP
Coventry, West Midlands (County)
Blue Fire Professional Services
Rate: Rate dependant on experience
Posted: 3 hours ago
Manchester, Lancashire
Square One Resources
Rate: Negotiable
Posted: 10 hours ago
Manchester, Lancashire
Square One Resources
Rate: Good/negotiable
Posted: 10 hours ago
Cardiff, South Glamorgan
Intapeople
Rate: £35000 - £45000 per annum
Posted: 14 hours ago
City, London
Involved Solutions Ltd
Rate: £525 - £550 per annum
Posted: 14 hours ago
London
McGregor Boyall
Rate: £550 - £600 per day
Posted: 15 hours ago
Leicester, Leicestershire
Staffworx Limited
Rate: excellent rates, please quote
Posted: Yesterday
London
Aston Carter
Rate: £550 - £650 per day
Posted: Yesterday
London
Lawrence Harvey Enterprise
Posted: Yesterday
Bracknell, Berkshire
Lorien Resourcing
Posted: Yesterday
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Rate: Up to £520 per day
Posted: Yesterday
London
Hydrogen Group
Rate: £250.00 - £260.00 per day
Posted: Yesterday
Enfield, Middlesex
TEKsystems
Rate: £575 - £650 per day
Posted: 2 days ago
Hook, Hampshire
Premier IT
Rate: £350 - £500 per day
Posted: 2 days ago
City, London
Hudson IT
Rate: £540 per day
Posted: 2 days ago
Basingstoke, Hampshire
Staffworx Ltd
Rate: market rates, please indicate expectations
Posted: 2 days ago
Dunstable, Bedfordshire
HAYS INFORMATION TECHNOLOGY
Rate: £400.00 per annum
Posted: 2 days ago
North East
Venturi
Rate: £500 - £600 per day
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Edinburgh, Midlothian
Harvey Nash plc
Posted: 2 days ago
London
Oliver Bernard
Rate: From £500 to £550 per day
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