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 31 October 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
31 Oct 2014
Same period 2013 Same period 2012
Data Warehousing
Rank 32 81 33
Rank change year-on-year
+49 -48
Contract jobs citing Data Warehouse 116 42 95
As % of all contract IT jobs located in Scotland 4.14% 1.67% 3.90%
As % of the Database & Business Intelligence category 18.53% 7.25% 18.89%
Number of daily rates quoted 62 12 54
Average daily rate
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£390 £378 £350
Average daily rate % change year-on-year
+3.31% +7.85%
90% offered a daily rate of more than £311 £239 £290
10% offered a daily rate of more than £550 £448 £425
UK excluding London average daily rate £375 £363 £365
% change year-on-year
+3.44% -0.68%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate £56.00 £28.00 £25.00
% change year-on-year
+100.00% +12.00%
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
626 579 503
As % of all contract IT jobs located in Scotland 22.35% 22.99% 20.65%
Number of daily rates quoted 360 273 247
Average daily rate £375 £325 £308
Average daily rate % change year-on-year
+15.38% +5.69%
90% offered a daily rate of more than £260 £250 £185
10% offered a daily rate of more than £550 £450 £400
UK excluding London average daily rate £360 £330 £338
% change year-on-year
+9.09% -2.22%
Number of hourly rates quoted 5 7 21
Average hourly rate £37.50 £36.00 £17.50
Average hourly rate % change year-on-year
+4.16% +105.71%
90% offered a hourly rate of more than £12.00 £33.50 £16.00
10% offered a hourly rate of more than £135.00 £180.00 £32.50
UK excluding London average hourly rate £32.75 £30.00 £32.50
% change year-on-year
+9.16% -7.69%

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 31 October 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 31 October 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 +30 72 £411 -0.30% 14
Glasgow +13 29 £325 +13.04% 4
Stirling -1 6 - -
Aberdeen - 3 £330 - 1
Data Warehouse
UK

Data Warehouse
Top 30 Related IT Skills in Scotland

For the 6 months to 31 October 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 82 (43.16%) Finance
2 66 (34.74%) Business Intelligence
3 57 (30.00%) Oracle
4 56 (29.47%) Banking
5 55 (28.95%) SQL
6 45 (23.68%) SQL Server
7 33 (17.37%) ETL
8 29 (15.26%) PL/SQL
9 28 (14.74%) Stakeholder Management
10 27 (14.21%) SQL Server Integration Services
11 26 (13.68%) Business Objects
11 26 (13.68%) Data Modelling
12 25 (13.16%) Retail
13 24 (12.63%) Retail Banking
13 24 (12.63%) Migration
14 23 (12.11%) IBM
14 23 (12.11%) Informatica
14 23 (12.11%) Kimball Methodology
15 22 (11.58%) Analytical Skills
16 21 (11.05%) Teradata
16 21 (11.05%) SAS
17 18 (9.47%) Cognos
18 16 (8.42%) Tableau
19 15 (7.89%) SAP Data Services
19 15 (7.89%) Campaign Management
19 15 (7.89%) Dimensional Modelling
19 15 (7.89%) Project Management
20 14 (7.37%) SAP
20 14 (7.37%) BusinessObjects Web Intelligence
20 14 (7.37%) Data Analysis

Data Warehouse
Top Related IT Skills in Scotland by Category

For the 6 months to 31 October 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 21 (11.05%) SAS
2 8 (4.21%) SharePoint
3 2 (1.05%) Tomcat
3 2 (1.05%) FileNet
3 2 (1.05%) CMS
4 1 (0.53%) Oracle Workflow
4 1 (0.53%) SharePoint 2010
4 1 (0.53%) IIS
Applications
1 3 (1.58%) MS Excel
1 3 (1.58%) SPSS
2 1 (0.53%) MS PowerPoint
2 1 (0.53%) MS Visio
Business Applications
1 10 (5.26%) Cognos Business Intelligence
2 1 (0.53%) Markit EDM
2 1 (0.53%) Oracle EBS
Database & Business Intelligence
1 45 (23.68%) SQL Server
2 27 (14.21%) SQL Server Integration Services
3 15 (7.89%) SAP Data Services
4 14 (7.37%) BusinessObjects Web Intelligence
5 12 (6.32%) BusinessObjects
5 12 (6.32%) Relational Database
6 11 (5.79%) Cognos Framework Manager
6 11 (5.79%) Oracle Database
6 11 (5.79%) SQL Server Reporting Services
7 10 (5.26%) SQL Server 2008
7 10 (5.26%) Cognos Transformer
7 10 (5.26%) Cognos Report Studio
8 9 (4.74%) Big Data
8 9 (4.74%) SQL Server Analysis Services
9 8 (4.21%) Oracle Reports
10 7 (3.68%) Oracle Database 10g
10 7 (3.68%) Oracle Database 11g
10 7 (3.68%) BusinessObjects XI
11 5 (2.63%) Microsoft Analysis Services
12 4 (2.11%) DB2
Development Applications
1 5 (2.63%) PVCS
1 5 (2.63%) Oracle Forms
1 5 (2.63%) Toad
2 2 (1.05%) QuickTest Pro
2 2 (1.05%) ERwin
3 1 (0.53%) Subversion
3 1 (0.53%) Maven
3 1 (0.53%) Hudson
3 1 (0.53%) Jenkins
3 1 (0.53%) PowerDesigner
3 1 (0.53%) JUnit
3 1 (0.53%) Visual Studio
General
1 82 (43.16%) Finance
2 56 (29.47%) Banking
3 25 (13.16%) Retail
4 24 (12.63%) Retail Banking
5 13 (6.84%) Marketing
6 1 (0.53%) International Banking
6 1 (0.53%) Law
6 1 (0.53%) Front Office
6 1 (0.53%) Back Office
Job Titles
1 58 (30.53%) Developer
2 48 (25.26%) Analyst
3 28 (14.74%) Project Manager
4 23 (12.11%) Data Analyst
5 22 (11.58%) Architect
6 18 (9.47%) Business Intelligence Developer
7 15 (7.89%) Business Analyst
8 12 (6.32%) Data Architect
9 11 (5.79%) Solutions Architect
10 10 (5.26%) Cognos Developer
11 7 (3.68%) SQL Developer
11 7 (3.68%) Data Manager
11 7 (3.68%) ETL Developer
11 7 (3.68%) Oracle Developer
11 7 (3.68%) Designer
12 6 (3.16%) Consultant
12 6 (3.16%) Programme Manager
13 5 (2.63%) Business Developer
13 5 (2.63%) Test Analyst
13 5 (2.63%) DBA
Libraries, Frameworks & Software Standards
1 10 (5.26%) XML
2 9 (4.74%) Web Services
3 7 (3.68%) .NET
4 3 (1.58%) J2EE
4 3 (1.58%) HTML
4 3 (1.58%) JSON
4 3 (1.58%) jQuery
5 2 (1.05%) HTML5
5 2 (1.05%) REST
5 2 (1.05%) Dojo
5 2 (1.05%) XML Schema
5 2 (1.05%) JRules
5 2 (1.05%) Spring
5 2 (1.05%) SOAP
6 1 (0.53%) JMS
6 1 (0.53%) CSS
6 1 (0.53%) JSP
6 1 (0.53%) Servlets
6 1 (0.53%) NHibernate
6 1 (0.53%) .NET Framework
Miscellaneous
1 22 (11.58%) Analytical Skills
2 7 (3.68%) Credit Risk
3 5 (2.63%) Data Structures
4 3 (1.58%) Reference Data
4 3 (1.58%) Data Extraction
4 3 (1.58%) Data Integration
4 3 (1.58%) Social Media
5 2 (1.05%) Derivative
5 2 (1.05%) Management Information System
5 2 (1.05%) Computer Science
6 1 (0.53%) NHS
6 1 (0.53%) Fixed Income
6 1 (0.53%) Equities
6 1 (0.53%) Equity Derivative
6 1 (0.53%) Statistics
6 1 (0.53%) Mathematics
6 1 (0.53%) User Experience
6 1 (0.53%) Performance Metrics
Operating Systems
1 9 (4.74%) UNIX
Processes & Methodologies
1 66 (34.74%) Business Intelligence
2 33 (17.37%) ETL
3 28 (14.74%) Stakeholder Management
4 26 (13.68%) Data Modelling
5 24 (12.63%) Migration
6 23 (12.11%) Kimball Methodology
7 15 (7.89%) Dimensional Modelling
7 15 (7.89%) Project Management
7 15 (7.89%) Campaign Management
8 14 (7.37%) Data Analysis
8 14 (7.37%) Analytics
9 12 (6.32%) Data Migration
9 12 (6.32%) Data Management
9 12 (6.32%) Business Analysis
10 11 (5.79%) Agile Software Development
10 11 (5.79%) Performance Tuning
11 9 (4.74%) PRINCE2
12 8 (4.21%) Data Architecture
13 7 (3.68%) Digital Marketing
13 7 (3.68%) User Acceptance Testing
Programming Languages
1 55 (28.95%) SQL
2 29 (15.26%) PL/SQL
3 6 (3.16%) Java
4 4 (2.11%) T-SQL
5 3 (1.58%) JavaScript
5 3 (1.58%) VBA
6 1 (0.53%) XQuery
6 1 (0.53%) XPath
6 1 (0.53%) Scala
6 1 (0.53%) C
6 1 (0.53%) C#
6 1 (0.53%) VB
Qualifications
1 6 (3.16%) PRINCE2 Practitioner
2 5 (2.63%) ISEB
3 3 (1.58%) Degree
Quality Assurance & Compliance
1 3 (1.58%) Data Quality
2 1 (0.53%) QA
2 1 (0.53%) Solvency II
Systems Management
1 7 (3.68%) HP Quality Center
2 1 (0.53%) Data Guard
Vendors
1 57 (30.00%) Oracle
2 26 (13.68%) Business Objects
3 23 (12.11%) IBM
3 23 (12.11%) Informatica
4 21 (11.05%) Teradata
5 18 (9.47%) Cognos
6 16 (8.42%) Tableau
7 14 (7.37%) SAP
8 8 (4.21%) Unica
9 7 (3.68%) Microsoft
9 7 (3.68%) Chordiant
10 6 (3.16%) Sybase
11 4 (2.11%) MicroStrategy
11 4 (2.11%) Ab Initio
12 1 (0.53%) Nintex
12 1 (0.53%) Bloomberg
12 1 (0.53%) RIMES
12 1 (0.53%) Netezza
12 1 (0.53%) Trillium
12 1 (0.53%) Cisco
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