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This section looks at the demand for Data Modeling skills across the UK with a comparison to our Processes & Methodologies category. Included is a guide to the contractor rates offered in IT jobs that have cited Data Modelling over the 3 months to 25 July 2008 with a comparison to the same period last year.

LinkData Modeling
Location
3 months to 25 Jul 2008Same period last year
Rank106115
Rank change on same period last yearUp+9
Matching contract IT job ads11221360
As % of all UK contract IT job ads sampled1.496 %1.376 %
As % of the category below2.775 %2.765 %
Daily rates quoted366496
Average minimum daily rate£405£426
Average daily rate£435£458
% change on same period last year-5.09 %
Average maximum daily rate£465£491
UK excluding London average daily rate£406£396
% change on same period last year+2.50 %
Hourly rates quoted3026
Average minimum hourly rate£30.32£30.40
Average hourly rate£32.05£33.15
% change on same period last year-3.32 %
Average maximum hourly rate£33.78£35.90
UK excluding London average hourly rate£32.81£35.77
% change on same period last year-8.28 %
IT Contractor Job Market, Processes & MethodologiesProcesses & Methodologies
UK
Matching contract IT job ads4043049188
As % of all UK contract IT job ads sampled53.89 %49.76 %
Daily rates quoted1470316173
Average minimum daily rate£388£393
Average daily rate£415£418
% change on same period last year-0.65 %
Average maximum daily rate£442£443
UK excluding London average daily rate£380£376
% change on same period last year+1.21 %
Hourly rates quoted23872984
Average minimum hourly rate£27.12£28.72
Average hourly rate£28.90£30.53
% change on same period last year-5.35 %
Average maximum hourly rate£30.67£32.34
UK excluding London average hourly rate£29.33£30.16
% change on same period last year-2.72 %

We calculate average IT contractor rates directly from the figures quoted and do not attempt to derive hourly rates from daily rates or vice versa.

Data Modelling
Demand Trend

The chart provides the 3-month moving total beginning in 2004 of IT contractor jobs citing Data Modelling within the UK as a proportion of the total demand within the Processes & Methodologies category.

Data Modelling Demand Trend

Data Modelling
Daily Rate Trend

The 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

Data Modelling
Daily Rate Histogram

The chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling within the UK over the 3 months to 25 July 2008.

Data Modelling Daily Rate Histogram

Data Modelling
Hourly Rate Trend

The 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

Data Modelling
Hourly Rate Histogram

The chart provides a histogram of hourly rates quoted in contract IT jobs citing Data Modelling within the UK over the 3 months to 25 July 2008.

Data Modelling Hourly Rate Histogram

Data Modelling
Top 30 Contract Locations

This section 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 25 July 2008. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year. A positive number indicates a relative increase in demand.

LocationRank Change
on Same Period
Last Last
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
EnglandUp+81041£437-4.79 %
LondonDown-11609£452-5.88 %
South EastUp+84190£429+7.48 %
City of LondonDown-2165£515+3.23 %
South WestUp+4172£422+5.17 %
BerkshireUp+7870£417+14.56 %
YorkshireUp+1833£383+4.18 %
North WestDown-1033£337-16.06 %
ScotlandUp+3433£380+0.39 %
WalesUp+1432£364-
West MidlandsUp+1530£311-27.29 %
South WalesUp+1629£364-
East of EnglandDown-1926£419+3.62 %
WiltshireUp+2226£428-1.53 %
West YorkshireNo change025£391+6.29 %
East MidlandsDown-624£411+20.19 %
SwindonUp+1221£429-1.48 %
BuckinghamshireUp+2719£374+22.62 %
ReadingUp+1519£338-28.81 %
West SussexUp+2118£600-
Docklands, LondonDown-716£431-8.24 %
Milton KeynesUp+716£374+22.62 %
GlasgowUp+1314£363-4.91 %
LeedsDown-1513£331-8.24 %
MidlandsUp+713£275-14.56 %
SurreyDown-913£469+10.29 %
HampshireUp+813£523+16.11 %
CrawleyNew entry-12--
NewportNew entry-11£425-
DorsetUp+1711£442-

Data Modelling
Top 30 Related IT Skills

For the 6 months to 25 July 2008, 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.

1723 (31.84 %)SQL
2618 (27.21 %)Oracle
3542 (23.87 %)Finance
4511 (22.50 %)Datawarehouse
5354 (15.59 %)Business Intelligence
6323 (14.22 %)Banking
7309 (13.61 %)UML
8285 (12.55 %)ETL
9280 (12.33 %)SQL Server
9280 (12.33 %)Business Analysis
10249 (10.96 %)Data Analysis
11229 (10.08 %)Migration
12196 (8.631 %)PL/SQL
13193 (8.498 %)XML
14172 (7.574 %)Government
15167 (7.354 %)Business Objects
15167 (7.354 %)BusinessObjects
16166 (7.310 %)Java
16166 (7.310 %)Use Case
17161 (7.089 %)UNIX
18149 (6.561 %)Oracle 10g
18149 (6.561 %)Investment Banking
19145 (6.385 %)Data Migration
19145 (6.385 %).NET
19145 (6.385 %)Project Management
20137 (6.033 %)SAP
21130 (5.724 %)OO
22126 (5.548 %)Data Architecture
23121 (5.328 %)Telecoms
24120 (5.284 %)Security Cleared

Data Modelling
Top Related IT Skills by Category

For the 6 months to 25 July 2008, 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.

IT Contractor Job Market, Application DevelopmentApplication Development
1193 (8.498 %)XML
2145 (6.385 %).NET
386 (3.787 %)J2EE
468 (2.994 %)ASP.NET
561 (2.686 %)WebServices
647 (2.070 %)Middleware
743 (1.893 %)XML Schema
831 (1.365 %)Hibernate
930 (1.321 %)Spring
930 (1.321 %)WebSphere
930 (1.321 %)XSLT
1027 (1.189 %)HTML
1121 (0.925 %)JSP
1121 (0.925 %)SOAP
1121 (0.925 %)Struts
1219 (0.837 %)WSDL
1315 (0.661 %)CSS
1315 (0.661 %)Oracle Streams
1414 (0.616 %)JDBC
1513 (0.572 %).NET Framework
IT Contractor Job Market, Application PlatformsApplication Platforms
174 (3.258 %)SAS
246 (2.026 %)SharePoint
340 (1.761 %)WebLogic
430 (1.321 %)Oracle Workflow
516 (0.705 %)JBoss
614 (0.616 %)Oracle Spatial
712 (0.528 %)Apache
811 (0.484 %)Tomcat
811 (0.484 %)IIS
99 (0.396 %)WebSphere Application Server
107 (0.308 %)ATG Dynamo
107 (0.308 %)ArcGIS
116 (0.264 %)ESB
125 (0.220 %)MQSeries
134 (0.176 %)MS Exchange
134 (0.176 %)BizTalk Server
134 (0.176 %)WebLogic Portal
134 (0.176 %)Tuxedo
134 (0.176 %)SharePoint Server 2007
134 (0.176 %)ArcSDE
IT Contractor Job Market, ApplicationsApplications
1101 (4.447 %)MS Visio
295 (4.183 %)MS Excel
343 (1.893 %)MS Office
437 (1.629 %)CA Clarity
516 (0.705 %)MS Project
614 (0.616 %)Spreadsheet
614 (0.616 %)MS PowerPoint
72 (0.088 %)SPSS
81 (0.044 %)Open Workbench
IT Contractor Job Market, Business ApplicationsBusiness Applications
139 (1.717 %)Oracle EBS
230 (1.321 %)Cognos Business Intelligence
323 (1.013 %)SAP FI-CA
421 (0.925 %)SAP IS-U
518 (0.793 %)Oracle Applications
518 (0.793 %)SAP FI
615 (0.661 %)Oracle Financials
78 (0.352 %)SAP CRM
87 (0.308 %)BASE24
87 (0.308 %)SAP R/3
87 (0.308 %)Oracle ERP
96 (0.264 %)Endur
96 (0.264 %)Oracle CRM
96 (0.264 %)Oracle 11i
105 (0.220 %)Sophis RISQUE
105 (0.220 %)SAP Bank Analyzer
114 (0.176 %)Eagle PACE
114 (0.176 %)ADP Wilco Gloss
114 (0.176 %)SAP ERP
123 (0.132 %)Summit
IT Contractor Job Market, Communications & NetworkingCommunications & Networking
126 (1.145 %)Internet
29 (0.396 %)CTI
38 (0.352 %)LDAP
46 (0.264 %)LAN
46 (0.264 %)Intranet
46 (0.264 %)WAN
54 (0.176 %)TCP/IP
54 (0.176 %)ATM
63 (0.132 %)SAN
72 (0.088 %)Firewall
72 (0.088 %)DNS
81 (0.044 %)Broadband
81 (0.044 %)SMS
81 (0.044 %)VoIP
81 (0.044 %)BSS
81 (0.044 %)Extranet
IT Contractor Job Market, Database & Business IntelligenceDatabase & Business Intelligence
1511 (22.50 %)Datawarehouse
2285 (12.55 %)ETL
3280 (12.33 %)SQL Server
4167 (7.354 %)BusinessObjects
5149 (6.561 %)Oracle 10g
6115 (5.064 %)RDBMS
790 (3.963 %)Oracle Reports
884 (3.699 %)OLAP
983 (3.655 %)SQL Server 2005
1070 (3.082 %)Reference Data
1162 (2.730 %)SQL Server Analysis Services
1260 (2.642 %)DataStage
1359 (2.598 %)Oracle OWB
1454 (2.378 %)SQL Server Integration Services
1552 (2.290 %)Microsoft Analysis Services
1552 (2.290 %)DB2
1649 (2.158 %)SAP BW
1748 (2.114 %)SQL Server Reporting Services
1846 (2.026 %)Oracle Discoverer
1945 (1.982 %)Oracle 9i
IT Contractor Job Market, Development ApplicationsDevelopment Applications
1103 (4.535 %)ERwin
253 (2.334 %)Oracle Forms
344 (1.937 %)Rational Rose
424 (1.057 %)Eclipse
516 (0.705 %)AllFusion
516 (0.705 %)ClearQuest
615 (0.661 %)RequisitePro
714 (0.616 %)PVCS
813 (0.572 %)ClearCase
912 (0.528 %)Ant
912 (0.528 %)PowerDesigner
1011 (0.484 %)NUnit
119 (0.396 %)Synon
127 (0.308 %)JUnit
127 (0.308 %)Visual Studio
136 (0.264 %)TestDirector
145 (0.220 %)COOL2E
154 (0.176 %)VSS/SourceSafe
154 (0.176 %)Oracle Designer/2000
163 (0.132 %)Oracle APEX
IT Contractor Job Market, GeneralGeneral
1542 (23.87 %)Finance
2323 (14.22 %)Banking
3172 (7.574 %)Government
4149 (6.561 %)Investment Banking
5121 (5.328 %)Telecoms
687 (3.831 %)Retail
775 (3.303 %)Back Office
864 (2.818 %)Insurance
956 (2.466 %)Front Office
1053 (2.334 %)Marketing
1143 (1.893 %)Financial Institution
1239 (1.717 %)Retail Banking
1329 (1.277 %)Education
1428 (1.233 %)Billing
1524 (1.057 %)Pensions
1623 (1.013 %)Pharmaceutical
1722 (0.969 %)Health
1819 (0.837 %)Construction
1917 (0.749 %)Criminal Justice
2016 (0.705 %)Manufacturing
IT Contractor Job Market, Job TitlesJob Titles
1970 (42.71 %)Analyst
2580 (25.54 %)Business Analyst
3444 (19.55 %)Developer
4298 (13.12 %)Architect
5199 (8.763 %)Data Analyst
6171 (7.530 %)Consultant
7127 (5.592 %)Data Architect
8107 (4.712 %)Data Modeller
988 (3.875 %)Systems Analyst
1075 (3.303 %)DBA
1171 (3.126 %)Oracle Developer
1263 (2.774 %)SAP Consultant
1362 (2.730 %)SQL Developer
1449 (2.158 %)Project Manager
1548 (2.114 %)Java Developer
1548 (2.114 %)Senior Analyst
1548 (2.114 %)Technical Lead
1548 (2.114 %)Banking Business Analyst
1644 (1.937 %)Senior Developer
1742 (1.849 %)Solutions Architect
IT Contractor Job Market, MiscellaneousMiscellaneous
183 (3.655 %)Derivative
266 (2.906 %)Management Information System
357 (2.510 %)Credit Risk
444 (1.937 %)Fixed Income
540 (1.761 %)Equities
638 (1.673 %)Data Integration
737 (1.629 %)NHS
833 (1.453 %)Data Extraction
924 (1.057 %)Foreign Exchange (FX)
1020 (0.881 %)Equity Derivative
1117 (0.749 %)Statistics
1213 (0.572 %)Data Conversion
1312 (0.528 %)Market Risk
1312 (0.528 %)Freedom of Information
1312 (0.528 %)Client/Server
1312 (0.528 %)N-Tier
1411 (0.484 %)AS400
1411 (0.484 %)Replication
1411 (0.484 %)Mathematics
1510 (0.440 %)LIMS
IT Contractor Job Market, Operating SystemsOperating Systems
1161 (7.089 %)UNIX
275 (3.303 %)Windows
341 (1.805 %)Linux
413 (0.572 %)Windows NT
58 (0.352 %)AIX
58 (0.352 %)Windows 2000
66 (0.264 %)Solaris
73 (0.132 %)Windows XP
82 (0.088 %)HPUX
82 (0.088 %)Tru64
91 (0.044 %)MVS
91 (0.044 %)Windows Server 2003
IT Contractor Job Market, Processes & MethodologiesProcesses & Methodologies
1354 (15.59 %)Business Intelligence
2309 (13.61 %)UML
3280 (12.33 %)Business Analysis
4249 (10.96 %)Data Analysis
5229 (10.08 %)Migration
6166 (7.310 %)Use Case
7145 (6.385 %)Data Migration
7145 (6.385 %)Project Management
8130 (5.724 %)OO
9126 (5.548 %)Data Architecture
10120 (5.284 %)Security Cleared
11119 (5.240 %)Requirements Analysis
12107 (4.712 %)Data Management
1398 (4.315 %)CRM
1494 (4.139 %)RUP
1494 (4.139 %)Systems Analysis
1589 (3.919 %)Enterprise Architecture
1673 (3.214 %)PRINCE2
1768 (2.994 %)SSADM
1867 (2.950 %)SC Cleared
IT Contractor Job Market, Programming LanguagesProgramming Languages
1723 (31.84 %)SQL
2196 (8.631 %)PL/SQL
3166 (7.310 %)Java
493 (4.095 %)C#
553 (2.334 %)VBA
652 (2.290 %)Shell Script
747 (2.070 %)Transact-SQL
829 (1.277 %)C
927 (1.189 %)C++
1026 (1.145 %)ABAP
1122 (0.969 %)VB
1219 (0.837 %)JavaScript
1219 (0.837 %)Perl
1313 (0.572 %)VB.NET
149 (0.396 %)Korn
158 (0.352 %)XPath
158 (0.352 %)VB6
158 (0.352 %)PHP
165 (0.220 %)VBScript
165 (0.220 %)Ruby
IT Contractor Job Market, QualificationsQualifications
160 (2.642 %)Degree
231 (1.365 %)ISEB
318 (0.793 %)PRINCE2 Certification
49 (0.396 %)Oracle Certification
58 (0.352 %)Citrix Certification
67 (0.308 %)Microsoft Certification
75 (0.220 %)MCDBA
82 (0.088 %)SAP Certification
82 (0.088 %)Siebel Certification
82 (0.088 %)Sun Certification
91 (0.044 %)IBM Certification
91 (0.044 %)MCDST
91 (0.044 %)MCITP
91 (0.044 %)PRINCE2 Practitioner
91 (0.044 %)Postgraduate
IT Contractor Job Market, Quality Assurance & ComplianceQuality Assurance & Compliance
161 (2.686 %)QA
221 (0.925 %)Basel II
36 (0.264 %)SLA
43 (0.132 %)TickIT
43 (0.132 %)SNOMED CT
43 (0.132 %)HL7
43 (0.132 %)PCI DSS
52 (0.088 %)ISO9000
52 (0.088 %)ISO27001
61 (0.044 %)COBIT
61 (0.044 %)RosettaNet
IT Contractor Job Market, System SoftwareSystem Software
123 (1.013 %)Oracle RMAN
123 (1.013 %)AquaLogic
216 (0.705 %)Oracle RAC
312 (0.528 %)Active Directory
43 (0.132 %)Novell eDirectory
51 (0.044 %)NetBackup
IT Contractor Job Market, Systems ManagementSystems Management
111 (0.484 %)Oracle Enterprise Manager
27 (0.308 %)ServiceCenter
36 (0.264 %)Oracle Statspack
45 (0.220 %)AssetCenter
53 (0.132 %)Novell Identity Manager
62 (0.088 %)CONTROL-M
71 (0.044 %)TIBCO Hawk
71 (0.044 %)ZENworks
71 (0.044 %)OpenView
71 (0.044 %)AutoSys
IT Contractor Job Market, VendorsVendors
1618 (27.21 %)Oracle
2167 (7.354 %)Business Objects
3137 (6.033 %)SAP
489 (3.919 %)Sybase
577 (3.391 %)Cognos
667 (2.950 %)Microsoft
764 (2.818 %)Informatica
855 (2.422 %)IBM
942 (1.849 %)Ab Initio
1032 (1.409 %)BEA
1128 (1.233 %)CA
1128 (1.233 %)MicroStrategy
1221 (0.925 %)Netezza
1318 (0.793 %)Teradata
1417 (0.749 %)GoldenSource
1417 (0.749 %)TIBCO
1515 (0.661 %)Amdocs
1614 (0.616 %)Hyperion
1614 (0.616 %)Calypso
1712 (0.528 %)Siebel
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