Permanent IT Jobs Contract IT Jobs
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The table below looks at the demand for Data Modeling skills within the Scotland region 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 5 September 2008 with a comparison to the same period last year.

LinkData Modeling
Location
3 months to
5 Sep 2008
Same period last year
Rank6088
Rank change on same period last yearUp+28
Matching contract IT job ads4539
As % of all UK contract IT job ads sampled0.061 %0.038 %
As % of the category below3.801 %2.505 %
Daily rates quoted210
Average minimum daily rate£325£327
Average daily rate£328£357
% change on same period last year-8.13 %
Average maximum daily rate£330£387
UK excluding London average daily rate£411£391
% change on same period last year+4.99 %
Hourly rates quoted01
Average minimum hourly rate-£50.00
Average hourly rate-£55.00
% change on same period last year-
Average maximum hourly rate-£60.00
UK excluding London average hourly rate£36.40£41.23
% change on same period last year-11.70 %
Scotland IT Contractor Job Market, Processes & MethodologiesProcesses & Methodologies
Scotland
Matching contract IT job ads11841557
As % of all UK contract IT job ads sampled1.600 %1.535 %
Daily rates quoted303367
Average minimum daily rate£299£322
Average daily rate£322£341
% change on same period last year-5.40 %
Average maximum daily rate£345£359
UK excluding London average daily rate£378£375
% change on same period last year+0.59 %
Hourly rates quoted6162
Average minimum hourly rate£23.71£26.86
Average hourly rate£25.22£28.28
% change on same period last year-10.80 %
Average maximum hourly rate£26.73£29.69
UK excluding London average hourly rate£30.41£30.41
% change on same period last year+0.01 %
Data Modelling UKData Modelling
UK

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 a 3-month moving total beginning in 2004 of IT contractor jobs citing Data Modelling across the Scotland region as a proportion of the total demand within the Processes & Methodologies category.

Scotland 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 across the Scotland region.

Scotland Data Modelling Daily Rate Trend

Data Modelling
Hourly Rate Trend

The chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Modelling across the Scotland region.

Scotland Data Modelling Hourly Rate Trend

Data Modelling
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 Scotland region over the 3 months to 5 September 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
GlasgowUp+1314£255-27.99 %
EdinburghUp+713£400+10.34 %
South LanarkshireNew entry-1--
StrathclydeNew entry-1--
Data Modelling UKData Modelling
UK

Data Modelling
Top 30 Related IT Skills

For the 6 months to 5 September 2008, IT contractor jobs across the Scotland region 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.

132 (35.16 %)SQL
227 (29.67 %)Finance
323 (25.27 %)Business Analysis
420 (21.98 %)Oracle
420 (21.98 %)Datawarehouse
516 (17.58 %)CRM
516 (17.58 %)UML
614 (15.38 %)Billing
614 (15.38 %)SOA
713 (14.29 %)SQL Server
713 (14.29 %)Java
810 (10.99 %)Business Intelligence
810 (10.99 %)Use Case
99 (9.890 %)Systems Analysis
99 (9.890 %)ETL
108 (8.791 %)Banking
108 (8.791 %)RDBMS
108 (8.791 %)Middleware
108 (8.791 %)PL/SQL
108 (8.791 %)Derivative
117 (7.692 %)SQL Server Integration Services
117 (7.692 %)Transact-SQL
117 (7.692 %)J2EE
117 (7.692 %)Project Management
125 (5.495 %)Agile Software Development
125 (5.495 %)UNIX
125 (5.495 %)PeopleSoft
125 (5.495 %)Casewise
125 (5.495 %)SQL Server 2005
125 (5.495 %)Requirements Management

Data Modelling
Top Related IT Skills by Category

For the 6 months to 5 September 2008, IT contractor jobs across the Scotland region 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.

Scotland IT Contractor Job Market, Application DevelopmentApplication Development
18 (8.791 %)Middleware
27 (7.692 %)J2EE
34 (4.396 %)XML
43 (3.297 %)WebServices
43 (3.297 %)Spring
51 (1.099 %)SWT
51 (1.099 %).NET
51 (1.099 %)Hibernate
51 (1.099 %)TopLink
51 (1.099 %)XSLT
51 (1.099 %)JMS
51 (1.099 %)Java RMI
51 (1.099 %)ASP.NET
51 (1.099 %)EJB
51 (1.099 %)SOAP
Scotland IT Contractor Job Market, Application PlatformsApplication Platforms
13 (3.297 %)SAS
13 (3.297 %)ESB
22 (2.198 %)BizTalk Server
31 (1.099 %)SharePoint
31 (1.099 %)Oracle 9iAS
Scotland IT Contractor Job Market, Business ApplicationsBusiness Applications
12 (2.198 %)Oracle Financials
12 (2.198 %)Oracle EBS
21 (1.099 %)Cognos Business Intelligence
21 (1.099 %)Microsoft CRM
21 (1.099 %)SAP SD
Scotland IT Contractor Job Market, Database & Business IntelligenceDatabase & Business Intelligence
120 (21.98 %)Datawarehouse
213 (14.29 %)SQL Server
39 (9.890 %)ETL
48 (8.791 %)RDBMS
57 (7.692 %)SQL Server Integration Services
65 (5.495 %)SQL Server 2005
73 (3.297 %)Reference Data
73 (3.297 %)SQL Server Reporting Services
82 (2.198 %)Oracle 9i
82 (2.198 %)BusinessObjects
91 (1.099 %)DataStage
91 (1.099 %)SQL Server 2000
91 (1.099 %)Microsoft Analysis Services
91 (1.099 %)DB2
91 (1.099 %)Ingres
91 (1.099 %)Oracle 10g
91 (1.099 %)Base SAS
91 (1.099 %)SAS Enterprise Guide
Scotland IT Contractor Job Market, Development ApplicationsDevelopment Applications
14 (4.396 %)Rational Rose
23 (3.297 %)Eclipse
32 (2.198 %)JUnit
41 (1.099 %)TestDirector
41 (1.099 %)ERwin
41 (1.099 %)Oracle Designer/2000
Scotland IT Contractor Job Market, GeneralGeneral
127 (29.67 %)Finance
214 (15.38 %)Billing
38 (8.791 %)Banking
43 (3.297 %)Retail
52 (2.198 %)Telecoms
52 (2.198 %)Pensions
61 (1.099 %)Financial Institution
61 (1.099 %)Government
61 (1.099 %)Investment Banking
Scotland IT Contractor Job Market, Job TitlesJob Titles
149 (53.85 %)Analyst
240 (43.96 %)Business Analyst
315 (16.48 %)Architect
411 (12.09 %)Data Architect
59 (9.890 %)Developer
66 (6.593 %)Applications Support
66 (6.593 %)Consultant
75 (5.495 %)Business Intelligence Analyst
84 (4.396 %)Applications Support Engineer
84 (4.396 %)Support Engineer
93 (3.297 %)SQL Developer
93 (3.297 %)Data Analyst
93 (3.297 %)Systems Analyst
93 (3.297 %)Analyst Programmer
93 (3.297 %)Programmer
93 (3.297 %)SQL Server Developer
93 (3.297 %)Oracle Analyst Programmer
93 (3.297 %)Datawarehouse Specialist
93 (3.297 %)Server Analyst
93 (3.297 %)Oracle Analyst
Scotland IT Contractor Job Market, MiscellaneousMiscellaneous
18 (8.791 %)Derivative
23 (3.297 %)Client/Server
32 (2.198 %)Replication
32 (2.198 %)Equities
32 (2.198 %)Credit Derivative
41 (1.099 %)Interest Rate Derivative
Scotland IT Contractor Job Market, Operating SystemsOperating Systems
15 (5.495 %)UNIX
23 (3.297 %)Windows
31 (1.099 %)HPUX
31 (1.099 %)Solaris
31 (1.099 %)Linux
Scotland IT Contractor Job Market, Processes & MethodologiesProcesses & Methodologies
123 (25.27 %)Business Analysis
216 (17.58 %)UML
216 (17.58 %)CRM
314 (15.38 %)SOA
410 (10.99 %)Business Intelligence
410 (10.99 %)Use Case
59 (9.890 %)Systems Analysis
67 (7.692 %)Project Management
75 (5.495 %)Requirements Management
75 (5.495 %)Agile Software Development
84 (4.396 %)BPEL
84 (4.396 %)Requirements Analysis
93 (3.297 %)Data Analysis
93 (3.297 %)Dimensional Modelling
93 (3.297 %)BPMN
93 (3.297 %)ERD
93 (3.297 %)Data Architecture
102 (2.198 %)Executable UML
102 (2.198 %)eTOM
102 (2.198 %)Data Management
Scotland IT Contractor Job Market, Programming LanguagesProgramming Languages
132 (35.16 %)SQL
213 (14.29 %)Java
38 (8.791 %)PL/SQL
47 (7.692 %)Transact-SQL
53 (3.297 %)PeopleCode
61 (1.099 %)XPath
61 (1.099 %)C#
61 (1.099 %)PHP
Scotland IT Contractor Job Market, QualificationsQualifications
15 (5.495 %)Degree
21 (1.099 %)Postgraduate
21 (1.099 %)PRINCE2 Certification
Scotland IT Contractor Job Market, Quality Assurance & ComplianceQuality Assurance & Compliance
11 (1.099 %)Basel II
Scotland IT Contractor Job Market, VendorsVendors
120 (21.98 %)Oracle
25 (5.495 %)PeopleSoft
25 (5.495 %)Casewise
34 (4.396 %)Chordiant
42 (2.198 %)Microsoft
42 (2.198 %)Sybase
42 (2.198 %)Business Objects
42 (2.198 %)Cognos
42 (2.198 %)Informatica
51 (1.099 %)Teradata
51 (1.099 %)SAP
51 (1.099 %)HP
51 (1.099 %)IBM