The table below looks at the statistics for Data Warehouse skills in IT contracts advertised for the Scotland region. Included is a guide to the average contractor rates offered in IT contracts that have cited Data Warehouse over the 3 months to 20 August 2014 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
20 Aug 2014
Same period 2013 Same period 2012
Data Warehousing
Rank 56 44 23
Rank change year-on-year
-12 -21
Contract jobs citing Data Warehouse 81 79 120
As % of all contract IT jobs located in Scotland 2.95% 3.16% 4.50%
As % of the Database & Business Intelligence category 15.20% 15.71% 24.69%
Number of daily rates quoted 37 38 62
Average daily rate
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of your Daily Rate
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£415 £394 £362
Average daily rate % change year-on-year
+5.39% +8.69%
90% offered a daily rate of more than £338 £338 £300
10% offered a daily rate of more than £640 £526 £448
UK excluding London average daily rate £375 £375 £375
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate £67.00 £45.25 £35.00
% change year-on-year
+48.06% +29.28%
Data Warehouse
UK

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in contract jobs advertised in the Scotland region.

Database & Business Intelligence Category
Scotland
Contract IT job ads with a match in the
Database & Business Intelligence category
533 503 486
As % of all contract IT jobs located in Scotland 19.41% 20.13% 18.24%
Number of daily rates quoted 261 220 214
Average daily rate £363 £350 £325
Average daily rate % change year-on-year
+3.57% +7.69%
90% offered a daily rate of more than £251 £250 £225
10% offered a daily rate of more than £460 £450 £425
UK excluding London average daily rate £350 £350 £325
% change year-on-year
- +7.69%
Number of hourly rates quoted 8 5 27
Average hourly rate £16.00 £34.25 £20.00
Average hourly rate % change year-on-year
-53.28% +71.25%
90% offered a hourly rate of more than £11.00 £12.95 £16.00
10% offered a hourly rate of more than £135.00 £36.00 £42.35
UK excluding London average hourly rate £28.50 £30.50 £30.00
% change year-on-year
-6.55% +1.66%

Data Warehouse
Jobs Demand Trend in Scotland

This chart provides a 3-month moving total of IT contractor jobs citing Data Warehouse across the Scotland region as a proportion of the total demand within the Database & Business Intelligence category.

Data Warehouse Jobs Demand Trend in Scotland

Data Warehouse
Daily Rate Trend in Scotland

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Warehouse across the Scotland region.

Data Warehouse Daily Rate Trend in Scotland

Data Warehouse
Daily Rate Histogram in Scotland

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Warehouse across the Scotland region over the 3 months to 20 August 2014.

Data Warehouse Daily Rate Histogram in Scotland

Data Warehouse
Hourly Rate Trend in Scotland

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

Data Warehouse Hourly Rate Trend in Scotland

Data Warehouse
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the average contractor rates quoted in IT jobs citing Data Warehouse within the Scotland region over the 3 months to 20 August 2014. 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
Edinburgh -4 49 £425 +21.42% 6
Glasgow -9 20 £350 -8.19% 6
Stirling -11 5 - - 1
Fife - - - -
Aberdeen - - - -
Data Warehouse
UK

Data Warehouse
Top 30 Related IT Skills in Scotland

For the 6 months to 20 August 2014, IT contractor jobs across the Scotland region citing Data Warehouse 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 Warehouse.

1 74 (47.13%) Finance
2 63 (40.13%) Business Intelligence
3 56 (35.67%) Oracle
4 52 (33.12%) SQL
5 37 (23.57%) SQL Server
5 37 (23.57%) Cognos
6 35 (22.29%) Banking
6 35 (22.29%) Kimball Methodology
7 30 (19.11%) Cognos Framework Manager
8 29 (18.47%) Cognos Report Studio
8 29 (18.47%) ETL
9 27 (17.20%) Cognos Business Intelligence
10 26 (16.56%) Project Management
10 26 (16.56%) Cognos Transformer
11 25 (15.92%) SQL Server Integration Services
12 24 (15.29%) Data Modelling
13 23 (14.65%) Relational Database
14 20 (12.74%) Stakeholder Management
15 19 (12.10%) Business Objects
16 15 (9.55%) PL/SQL
17 14 (8.92%) T-SQL
17 14 (8.92%) SharePoint
17 14 (8.92%) Microsoft
18 13 (8.28%) Change Management
18 13 (8.28%) IBM
18 13 (8.28%) .NET
18 13 (8.28%) Business Analysis
19 12 (7.64%) Retail
19 12 (7.64%) Data Management
19 12 (7.64%) Data Analysis

Data Warehouse
Top Related IT Skills in Scotland by Category

For the 6 months to 20 August 2014, IT contractor jobs across the Scotland region citing Data Warehouse 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 Warehouse. Up to 20 skills are shown per category.

Application Platforms
1 14 (8.92%) SharePoint
2 12 (7.64%) SAS
3 6 (3.82%) SharePoint 2010
4 5 (3.18%) Oracle Workflow
5 2 (1.27%) FileNet
5 2 (1.27%) CMS
5 2 (1.27%) Tomcat
6 1 (0.64%) WebSphere
6 1 (0.64%) WebSphere Application Server
6 1 (0.64%) IIS
Applications
1 8 (5.10%) MS Excel
2 1 (0.64%) MS PowerPoint
2 1 (0.64%) InfoPath
Business Applications
1 27 (17.20%) Cognos Business Intelligence
2 4 (2.55%) Cognos TM1
2 4 (2.55%) Dynamics AX
3 1 (0.64%) Oracle 11i
Database & Business Intelligence
1 37 (23.57%) SQL Server
2 30 (19.11%) Cognos Framework Manager
3 29 (18.47%) Cognos Report Studio
4 26 (16.56%) Cognos Transformer
5 25 (15.92%) SQL Server Integration Services
6 23 (14.65%) Relational Database
7 11 (7.01%) SQL Server Analysis Services
7 11 (7.01%) SQL Server 2008
8 10 (6.37%) Oracle Database
8 10 (6.37%) SQL Server Reporting Services
8 10 (6.37%) RDBMS
9 8 (5.10%) BusinessObjects Web Intelligence
10 6 (3.82%) Microsoft Analysis Services
10 6 (3.82%) Oracle Database 11g
10 6 (3.82%) Oracle Database 10g
11 5 (3.18%) BusinessObjects XI
11 5 (3.18%) SAP Data Services
12 4 (2.55%) Star Schema
12 4 (2.55%) BusinessObjects
13 3 (1.91%) Oracle Reports
Development Applications
1 6 (3.82%) Visual Studio
2 3 (1.91%) ERwin
3 1 (0.64%) Subversion
3 1 (0.64%) Maven
3 1 (0.64%) JIRA
3 1 (0.64%) FitNesse
3 1 (0.64%) Talend Open Studio
3 1 (0.64%) TeamCity
3 1 (0.64%) Rational Application Developer
3 1 (0.64%) PVCS
3 1 (0.64%) Oracle Forms
3 1 (0.64%) Eclipse
3 1 (0.64%) Toad
3 1 (0.64%) QuickTest Pro
3 1 (0.64%) PowerDesigner
3 1 (0.64%) JUnit
General
1 74 (47.13%) Finance
2 35 (22.29%) Banking
3 12 (7.64%) Retail
4 11 (7.01%) Retail Banking
5 4 (2.55%) Marketing
6 1 (0.64%) Financial Institution
6 1 (0.64%) International Banking
6 1 (0.64%) Investment Banking
6 1 (0.64%) Law
6 1 (0.64%) Advertising
Job Titles
1 67 (42.68%) Developer
2 36 (22.93%) Analyst
3 30 (19.11%) Cognos Developer
4 19 (12.10%) Business Intelligence Developer
5 17 (10.83%) Project Manager
5 17 (10.83%) Data Analyst
6 14 (8.92%) Architect
7 12 (7.64%) Cognos BI Developer
8 10 (6.37%) Business Analyst
9 9 (5.73%) Data Architect
10 8 (5.10%) Data Modeller
11 7 (4.46%) ETL Developer
11 7 (4.46%) Solutions Architect
12 6 (3.82%) Business Developer
13 5 (3.18%) Consultant
13 5 (3.18%) Administrator
13 5 (3.18%) Data Warehouse Architect
13 5 (3.18%) MI Analyst
13 5 (3.18%) Designer
14 4 (2.55%) Business Intelligence Manager
Libraries, Frameworks & Software Standards
1 13 (8.28%) .NET
2 10 (6.37%) XML
3 8 (5.10%) Web Services
4 5 (3.18%) MDX
5 3 (1.91%) JSON
5 3 (1.91%) SOAP
5 3 (1.91%) J2EE
6 2 (1.27%) HTML
6 2 (1.27%) XML Schema
6 2 (1.27%) JRules
6 2 (1.27%) Spring
6 2 (1.27%) Dojo
6 2 (1.27%) jQuery
6 2 (1.27%) HTML5
6 2 (1.27%) REST
7 1 (0.64%) JSF
7 1 (0.64%) NHibernate
7 1 (0.64%) .NET Framework
7 1 (0.64%) Hibernate
7 1 (0.64%) JMS
Miscellaneous
1 4 (2.55%) Data Integration
2 3 (1.91%) Management Information System
3 2 (1.27%) Foreign Exchange (FX)
3 2 (1.27%) Computer Science
3 2 (1.27%) Credit Risk
3 2 (1.27%) Data Extraction
4 1 (0.64%) Enterprise Software
4 1 (0.64%) NHS
4 1 (0.64%) Statistics
4 1 (0.64%) Mathematics
Operating Systems
1 8 (5.10%) UNIX
2 2 (1.27%) Windows
3 1 (0.64%) Linux
Processes & Methodologies
1 63 (40.13%) Business Intelligence
2 35 (22.29%) Kimball Methodology
3 29 (18.47%) ETL
4 26 (16.56%) Project Management
5 24 (15.29%) Data Modelling
6 20 (12.74%) Stakeholder Management
7 13 (8.28%) Change Management
7 13 (8.28%) Business Analysis
8 12 (7.64%) Data Analysis
8 12 (7.64%) Data Management
9 11 (7.01%) Migration
10 10 (6.37%) OO
11 9 (5.73%) Analytics
11 9 (5.73%) Dimensional Modelling
12 8 (5.10%) Workflow
12 8 (5.10%) Performance Tuning
13 7 (4.46%) PRINCE2
14 6 (3.82%) ERP
14 6 (3.82%) Scrum
14 6 (3.82%) Data Migration
Programming Languages
1 52 (33.12%) SQL
2 15 (9.55%) PL/SQL
3 14 (8.92%) T-SQL
4 12 (7.64%) Java
5 9 (5.73%) VBA
6 6 (3.82%) C#
7 3 (1.91%) VB
8 2 (1.27%) C
8 2 (1.27%) JavaScript
9 1 (0.64%) VBScript
Qualifications
1 6 (3.82%) Degree
2 4 (2.55%) PRINCE2 Practitioner
3 1 (0.64%) ISEB
Quality Assurance & Compliance
1 2 (1.27%) Data Quality
2 1 (0.64%) FATCA
2 1 (0.64%) SLA
2 1 (0.64%) QA
2 1 (0.64%) Solvency II
Systems Management
1 1 (0.64%) Control-M
1 1 (0.64%) HP Quality Center
Vendors
1 56 (35.67%) Oracle
2 37 (23.57%) Cognos
3 19 (12.10%) Business Objects
4 14 (8.92%) Microsoft
5 13 (8.28%) IBM
6 12 (7.64%) Informatica
7 11 (7.01%) Teradata
8 8 (5.10%) Ab Initio
9 6 (3.82%) Tableau
10 5 (3.18%) Nintex
10 5 (3.18%) MicroStrategy
10 5 (3.18%) SAP
11 3 (1.91%) Sybase
12 2 (1.27%) Unica
13 1 (0.64%) Talend
13 1 (0.64%) Netezza
13 1 (0.64%) Trillium
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