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This section looks at the demand for Data Modeling skills within the Edinburgh region with a comparison to our Processes & Methodologies category. Included is a guide to the average salaries offered in IT jobs that have cited Data Modelling over the last 3 months to 16 May 2008 with a comparison to the same period last year.

LinkData Modeling
Location
3 months to 16 May 2008Same period last year
Rank4997
Rank change on same period last yearUp+48
Matching permanent IT job ads379
As % of all UK permanent IT job ads sampled0.018 %0.004 %
As % of the category below4.084 %0.788 %
Salaries quoted206
Average minimum salary£36,320£28,833
Average salary£39,150£34,000
% change on same period last year+15.14 %
Average maximum salary£41,979£39,167
UK excluding London average salary£44,341£50,480
% change on same period last year-12.16 %
Processes & Methodologies EdinburghProcesses & Methodologies
Edinburgh
Matching permanent IT job ads9061142
As % of all UK permanent IT job ads sampled0.444 %0.506 %
Salaries quoted636816
Average minimum salary£35,950£34,519
Average salary£39,308£37,617
% change on same period last year+4.49 %
Average maximum salary£42,666£40,716
UK excluding London average salary£42,840£44,076
% change on same period last year-2.80 %
Data Modelling ScotlandData Modelling
Scotland

Data Modelling
Demand Trend

The chart provides a 3-month moving total starting in 2004 of permanent IT jobs ads citing Data Modelling across the Edinburgh region as a proportion of the total demand within the Processes & Methodologies category.

Edinburgh Data Modelling Demand Trend

Data Modelling
Salary Trend

The chart provides the 3-month moving average for salaries quoted in permanent IT jobs ads citing Data Modelling across the Edinburgh region.

Edinburgh Data Modelling Salary Trend

Data Modelling
Salary Histogram

The chart provides a salary histogram for IT jobs citing Data Modelling across the Edinburgh region over the past 3 months.

Edinburgh Data Modelling Salary Histogram

Data Modelling
Top 30 Related IT Skills

Over the past 6 months permanent IT jobs across the Edinburgh region citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled citing Data Modelling.

139 (63.93 %)Oracle
228 (45.90 %)SQL Server
327 (44.26 %)SQL
423 (37.70 %)SQL Server 2005
520 (32.79 %)SQL Server Integration Services
615 (24.59 %)Windows
615 (24.59 %)ETL
714 (22.95 %).NET
714 (22.95 %)Music
813 (21.31 %)Business Analysis
813 (21.31 %)Business Intelligence
813 (21.31 %)Datawarehouse
813 (21.31 %)DTS
912 (19.67 %)VB
912 (19.67 %)Finance
1011 (18.03 %)Transact-SQL
1011 (18.03 %)Data Analysis
119 (14.75 %)Cognos
119 (14.75 %)Windows Server 2003
128 (13.11 %)Change Management
128 (13.11 %)Degree
137 (11.48 %)SQL Server Analysis Services
137 (11.48 %)SQL Server 2000
137 (11.48 %)BusinessObjects
137 (11.48 %)Crystal Reports
137 (11.48 %)Business Objects
137 (11.48 %)XML
146 (9.836 %)Quark
146 (9.836 %)Risk Management
146 (9.836 %)Content Management

Data Modelling
Top Related IT Skills by Category

Over the past 6 months permanent IT jobs across the Edinburgh region citing Data Modelling also mentioned the following skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled citing Data Modelling. Up to 20 skills are shown per category.

Application Development
114 (22.95 %).NET
27 (11.48 %)XML
33 (4.918 %)XHTML
42 (3.279 %)WebSphere
Application Platforms
13 (4.918 %)ColdFusion
22 (3.279 %)SAS
Applications
12 (3.279 %)SPSS
21 (1.639 %)MS PowerPoint
21 (1.639 %)MS Project
21 (1.639 %)MS Office
21 (1.639 %)MS Excel
21 (1.639 %)MS Visio
Business Applications
12 (3.279 %)Cognos Business Intelligence
Database & Business Intelligence
128 (45.90 %)SQL Server
223 (37.70 %)SQL Server 2005
320 (32.79 %)SQL Server Integration Services
415 (24.59 %)ETL
513 (21.31 %)Datawarehouse
513 (21.31 %)DTS
67 (11.48 %)Crystal Reports
67 (11.48 %)BusinessObjects
67 (11.48 %)SQL Server 2000
67 (11.48 %)SQL Server Analysis Services
76 (9.836 %)Microsoft Analysis Services
85 (8.197 %)DataStage
94 (6.557 %)Oracle OWB
94 (6.557 %)BusinessObjects Web Intelligence
94 (6.557 %)BODI
103 (4.918 %)SQL Server Reporting Services
112 (3.279 %)Oracle 8/8i
112 (3.279 %)DecisionStream
121 (1.639 %)TOAD
121 (1.639 %)Oracle Reports
Development Applications
13 (4.918 %)ERwin
General
114 (22.95 %)Music
212 (19.67 %)Finance
34 (6.557 %)Financial Institution
34 (6.557 %)Pensions
42 (3.279 %)Telecoms
42 (3.279 %)Retail
51 (1.639 %)Insurance
Job Titles
126 (42.62 %)Analyst
218 (29.51 %)Developer
314 (22.95 %)Support Analyst
412 (19.67 %)Database Analyst
59 (14.75 %)Business Consultant
59 (14.75 %)Business Analyst
59 (14.75 %)Consultant
66 (9.836 %)Architect
75 (8.197 %)Data Architect
75 (8.197 %)Server Support
75 (8.197 %)Server Support Analyst
75 (8.197 %)Data Modeller
75 (8.197 %)Operations Analyst
75 (8.197 %)Server Analyst
84 (6.557 %)Business Intelligence Consultant
93 (4.918 %)Applications Developer
93 (4.918 %)Business Developer
93 (4.918 %)Web Developer
93 (4.918 %)Database Developer
93 (4.918 %)Business Intelligence Developer
Miscellaneous
14 (6.557 %)Derivative
14 (6.557 %)Energy Derivatives
22 (3.279 %)Credit Risk
31 (1.639 %)Management Information System
31 (1.639 %)Asset Management
Operating Systems
115 (24.59 %)Windows
29 (14.75 %)Windows Server 2003
Processes & Methodologies
113 (21.31 %)Business Intelligence
113 (21.31 %)Business Analysis
211 (18.03 %)Data Analysis
38 (13.11 %)Change Management
46 (9.836 %)Risk Management
46 (9.836 %)Content Management
54 (6.557 %)CRM
54 (6.557 %)Dimensional Modelling
63 (4.918 %)Systems Analysis
72 (3.279 %)Project Management
72 (3.279 %)Quantitative Analysis
72 (3.279 %)Investment Management
72 (3.279 %)ERP
81 (1.639 %)BPR
81 (1.639 %)Workflow
81 (1.639 %)Stakeholder Management
81 (1.639 %)GAP Analysis
81 (1.639 %)Wealth Management
Programming Languages
127 (44.26 %)SQL
212 (19.67 %)VB
311 (18.03 %)Transact-SQL
43 (4.918 %)Java
Qualifications
18 (13.11 %)Degree
Vendors
139 (63.93 %)Oracle
29 (14.75 %)Cognos
37 (11.48 %)Business Objects
46 (9.836 %)Quark
54 (6.557 %)Informatica
62 (3.279 %)IBM
62 (3.279 %)Microsoft
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