The first table below looks at the demand 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 11 July 2014 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all of the Database & Business Intelligence category for the Scotland region.

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
11 Jul 2014
Same period 2013 Same period 2012
Data Warehousing
Rank 64 37 20
Rank change year-on-year
-27 -17
Contract jobs citing Data Warehouse 59 95 123
As % of all contract IT jobs located in Scotland 2.25% 3.80% 4.75%
As % of the Database & Business Intelligence category 12.19% 17.69% 25.73%
Number of daily rates quoted 22 55 45
Average daily rate
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of your Daily Rate
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£408 £401 £375
Average daily rate % change year-on-year
+1.74% +6.80%
90% offered a daily rate of more than £339 £338 £300
10% offered a daily rate of more than £449 £515 £450
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 £40.00 £40.00 £35.00
% change year-on-year
- +14.28%
Database & Business Intelligence Category
Scotland
Contract IT job ads with a match in the
Database & Business Intelligence category
484 537 478
As % of all contract IT jobs located in Scotland 18.48% 21.47% 18.45%
Number of daily rates quoted 239 260 182
Average daily rate £350 £350 £325
Average daily rate % change year-on-year
- +7.69%
90% offered a daily rate of more than £252 £250 £215
10% offered a daily rate of more than £450 £475 £450
UK excluding London average daily rate £350 £345 £325
% change year-on-year
+1.44% +6.15%
Number of hourly rates quoted 3 3 17
Average hourly rate £11.00 £24.00 £31.75
Average hourly rate % change year-on-year
-54.16% -24.40%
UK excluding London average hourly rate £27.00 £30.00 £31.50
% change year-on-year
-10.00% -4.76%
Data Warehouse
UK

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 11 July 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 11 July 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 -24 39 £408 -8.16% 6
Glasgow -4 14 £381 +8.92% 4
Stirling -5 2 - - 1
Fife - - - -
West Lothian - - - -
Aberdeen - - - - 1
Data Warehouse
UK

Data Warehouse
Top 30 Related IT Skills in Scotland

For the 6 months to 11 July 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 66 (46.15%) Finance
2 63 (44.06%) Business Intelligence
3 51 (35.66%) Oracle
4 47 (32.87%) SQL
5 38 (26.57%) SQL Server
6 37 (25.87%) Cognos
7 33 (23.08%) Kimball Methodology
8 31 (21.68%) Project Management
8 31 (21.68%) Banking
9 30 (20.98%) ETL
9 30 (20.98%) Cognos Framework Manager
10 29 (20.28%) Cognos Report Studio
11 27 (18.88%) Cognos Business Intelligence
12 26 (18.18%) Cognos Transformer
13 24 (16.78%) Data Modelling
14 22 (15.38%) SQL Server Integration Services
15 21 (14.69%) Relational Database
16 16 (11.19%) Microsoft
16 16 (11.19%) Stakeholder Management
17 14 (9.79%) Change Management
17 14 (9.79%) Java
18 13 (9.09%) Data Management
18 13 (9.09%) UNIX
18 13 (9.09%) SharePoint
19 12 (8.39%) MS Excel
19 12 (8.39%) Business Objects
19 12 (8.39%) Business Analysis
19 12 (8.39%) SQL Server 2008
20 11 (7.69%) Oracle Database
20 11 (7.69%) Data Analysis

Data Warehouse
Top Related IT Skills in Scotland by Category

For the 6 months to 11 July 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 13 (9.09%) SharePoint
2 10 (6.99%) SAS
3 5 (3.50%) SharePoint 2010
4 4 (2.80%) Oracle Workflow
5 2 (1.40%) FileNet
5 2 (1.40%) CMS
6 1 (0.70%) WebSphere
6 1 (0.70%) WebSphere Application Server
6 1 (0.70%) IIS
Applications
1 12 (8.39%) MS Excel
2 4 (2.80%) MS PowerPoint
3 3 (2.10%) MS Office
4 1 (0.70%) InfoPath
Business Applications
1 27 (18.88%) Cognos Business Intelligence
2 6 (4.20%) Oracle 11i
3 4 (2.80%) Cognos TM1
3 4 (2.80%) Dynamics AX
4 2 (1.40%) SAP Oil and Gas
5 1 (0.70%) Oracle EBS
5 1 (0.70%) Oracle ERP
Database & Business Intelligence
1 38 (26.57%) SQL Server
2 30 (20.98%) Cognos Framework Manager
3 29 (20.28%) Cognos Report Studio
4 26 (18.18%) Cognos Transformer
5 22 (15.38%) SQL Server Integration Services
6 21 (14.69%) Relational Database
7 12 (8.39%) SQL Server 2008
8 11 (7.69%) Oracle Database
8 11 (7.69%) RDBMS
9 10 (6.99%) SQL Server Analysis Services
10 9 (6.29%) Star Schema
10 9 (6.29%) Oracle Database 10g
11 8 (5.59%) SQL Server Reporting Services
12 6 (4.20%) Microsoft Analysis Services
13 3 (2.10%) SQL Server 2012
13 3 (2.10%) Cognos Event Studio
13 3 (2.10%) Oracle Reports
13 3 (2.10%) Oracle Database 11g
13 3 (2.10%) BusinessObjects XI
13 3 (2.10%) BusinessObjects Web Intelligence
Development Applications
1 5 (3.50%) Visual Studio
2 4 (2.80%) Eclipse
2 4 (2.80%) Subversion
2 4 (2.80%) Maven
2 4 (2.80%) JUnit
3 3 (2.10%) Gradle
3 3 (2.10%) Jenkins
3 3 (2.10%) JIRA
3 3 (2.10%) WATIR
3 3 (2.10%) Selenium
3 3 (2.10%) FitNesse
3 3 (2.10%) Talend Open Studio
3 3 (2.10%) TortoiseSVN
3 3 (2.10%) RSpec
3 3 (2.10%) JBehave
3 3 (2.10%) Cucumber
4 2 (1.40%) Hudson
4 2 (1.40%) ERwin
5 1 (0.70%) Rational Application Developer
5 1 (0.70%) Toad
General
1 66 (46.15%) Finance
2 31 (21.68%) Banking
3 2 (1.40%) Retail
3 2 (1.40%) Retail Banking
3 2 (1.40%) Financial Institution
3 2 (1.40%) Marketing
4 1 (0.70%) Telecoms
4 1 (0.70%) Aerospace
4 1 (0.70%) Advertising
4 1 (0.70%) International Banking
4 1 (0.70%) Investment Banking
Job Titles
1 68 (47.55%) Developer
2 30 (20.98%) Cognos Developer
3 27 (18.88%) Analyst
4 14 (9.79%) Business Intelligence Developer
5 13 (9.09%) Project Manager
6 12 (8.39%) Cognos BI Developer
7 11 (7.69%) Data Analyst
8 10 (6.99%) Architect
9 9 (6.29%) Consultant
10 7 (4.90%) Solutions Architect
10 7 (4.90%) Business Analyst
10 7 (4.90%) Business Intelligence Project Manager
10 7 (4.90%) Business Intelligence Manager
11 6 (4.20%) Administrator
12 5 (3.50%) Data Architect
12 5 (3.50%) Informatica Developer
12 5 (3.50%) Microstrategy Developer
12 5 (3.50%) MI Analyst
13 4 (2.80%) Data Modeller
13 4 (2.80%) Data Warehouse Architect
Libraries, Frameworks & Software Standards
1 11 (7.69%) .NET
2 10 (6.99%) XML
3 6 (4.20%) Web Services
4 5 (3.50%) HTML
4 5 (3.50%) MDX
5 3 (2.10%) J2EE
5 3 (2.10%) JSON
6 2 (1.40%) ASP.NET
6 2 (1.40%) Dojo
6 2 (1.40%) jQuery
6 2 (1.40%) SAP PI
6 2 (1.40%) HTML5
6 2 (1.40%) REST
6 2 (1.40%) JRules
6 2 (1.40%) Spring
7 1 (0.70%) JSF
7 1 (0.70%) Hibernate
7 1 (0.70%) JDBC
7 1 (0.70%) JSP
7 1 (0.70%) Servlets
Miscellaneous
1 7 (4.90%) Data Integration
2 4 (2.80%) Management Information System
2 4 (2.80%) Computer Science
3 2 (1.40%) Foreign Exchange (FX)
3 2 (1.40%) NHS
3 2 (1.40%) Data Extraction
4 1 (0.70%) Enterprise Software
4 1 (0.70%) Mainframe
4 1 (0.70%) Client/Server
4 1 (0.70%) N-Tier
4 1 (0.70%) Credit Risk
4 1 (0.70%) Statistics
4 1 (0.70%) Mathematics
Operating Systems
1 13 (9.09%) UNIX
2 8 (5.59%) Windows
3 7 (4.90%) Linux
Processes & Methodologies
1 63 (44.06%) Business Intelligence
2 33 (23.08%) Kimball Methodology
3 31 (21.68%) Project Management
4 30 (20.98%) ETL
5 24 (16.78%) Data Modelling
6 16 (11.19%) Stakeholder Management
7 14 (9.79%) Change Management
8 13 (9.09%) Data Management
9 12 (8.39%) Business Analysis
10 11 (7.69%) Data Analysis
11 10 (6.99%) OO
12 9 (6.29%) Performance Tuning
13 8 (5.59%) Analytics
13 8 (5.59%) Scrum
14 7 (4.90%) Workflow
14 7 (4.90%) ERP
15 5 (3.50%) Agile Software Development
15 5 (3.50%) Migration
15 5 (3.50%) Stakeholder Engagement
16 4 (2.80%) Test Automation
Programming Languages
1 47 (32.87%) SQL
2 14 (9.79%) Java
3 11 (7.69%) T-SQL
3 11 (7.69%) PL/SQL
4 9 (6.29%) VBA
5 6 (4.20%) C#
6 3 (2.10%) JavaScript
6 3 (2.10%) VB
6 3 (2.10%) Python
6 3 (2.10%) Groovy
7 2 (1.40%) C
8 1 (0.70%) VBScript
8 1 (0.70%) Shell Script
Qualifications
1 9 (6.29%) Degree
2 1 (0.70%) ISEB
2 1 (0.70%) Microsoft Certification
Quality Assurance & Compliance
1 2 (1.40%) Data Quality
2 1 (0.70%) FATCA
2 1 (0.70%) SLA
Systems Management
1 4 (2.80%) HP Quality Center
2 3 (2.10%) Puppet
2 3 (2.10%) Opscode Chef
3 1 (0.70%) Control-M
Vendors
1 51 (35.66%) Oracle
2 37 (25.87%) Cognos
3 16 (11.19%) Microsoft
4 12 (8.39%) Business Objects
5 11 (7.69%) Informatica
6 9 (6.29%) Ab Initio
7 8 (5.59%) IBM
8 7 (4.90%) MicroStrategy
9 6 (4.20%) Teradata
10 4 (2.80%) Nintex
11 3 (2.10%) Talend
11 3 (2.10%) VMware
11 3 (2.10%) HP
11 3 (2.10%) SAP
11 3 (2.10%) Sybase
12 1 (0.70%) JBoss
12 1 (0.70%) Hyperion
12 1 (0.70%) Red Hat
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