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 4 September 2015 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
4 Sep 2015
Same period 2014 Same period 2013
Data Warehousing
Rank 41 44 50
Rank change year-on-year
+3 +6
Contract jobs citing Data Warehouse 119 95 68
As % of all contract IT jobs located in Scotland 3.61% 3.44% 2.83%
As % of the Database & Business Intelligence category 20.03% 16.21% 14.20%
Number of daily rates quoted 65 47 29
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£375 £400 £388
Average daily rate % change year-on-year
-6.25% +3.22%
90% offered a daily rate of more than £289 £338 £338
10% offered a daily rate of more than £525 £570 £500
UK excluding London average daily rate £400 £375 £365
% change year-on-year
+6.66% +2.73%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate £30.00 £67.00 £45.25
% change year-on-year
-55.22% +48.06%
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
594 586 479
As % of all contract IT jobs located in Scotland 18.02% 21.24% 19.93%
Number of daily rates quoted 319 295 207
Average daily rate £363 £375 £350
Average daily rate % change year-on-year
-3.33% +7.14%
90% offered a daily rate of more than £288 £250 £225
10% offered a daily rate of more than £525 £475 £450
UK excluding London average daily rate £375 £350 £350
% change year-on-year
+7.14% -
Number of hourly rates quoted 3 8 4
Average hourly rate £40.75 £16.75 £36.00
Average hourly rate % change year-on-year
+143.28% -53.47%
UK excluding London average hourly rate £33.55 £31.80 £32.50
% change year-on-year
+5.51% -2.16%

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 4 September 2015.

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 4 September 2015. 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 -9 61 £400 -5.88% 11
Glasgow +29 50 £340 -2.85% 6
Stirling +6 2 - -
Fife - 2 - -
Inverclyde - 2 £400 -
West Lothian -9 1 £330 -
Data Warehouse
UK

Data Warehouse
Top 30 Related IT Skills in Scotland

For the 6 months to 4 September 2015, 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.

1 140 (58.33%) Finance
2 101 (42.08%) Banking
3 100 (41.67%) SQL
4 84 (35.00%) ETL
5 77 (32.08%) Business Intelligence
6 65 (27.08%) Oracle
7 61 (25.42%) Analytics
8 41 (17.08%) Retail
9 40 (16.67%) SAS
10 39 (16.25%) Migration
11 37 (15.42%) Data Modelling
12 36 (15.00%) SQL Server
12 36 (15.00%) Informatica
13 35 (14.58%) User Acceptance Testing
14 32 (13.33%) SQL Server Integration Services
14 32 (13.33%) PL/SQL
15 29 (12.08%) SQL Server Reporting Services
16 24 (10.00%) Agile Software Development
16 24 (10.00%) Analytical Skills
17 23 (9.58%) Data Migration
18 22 (9.17%) BusinessObjects
18 22 (9.17%) Retail Banking
19 20 (8.33%) Test Scripting
19 20 (8.33%) Cognos
19 20 (8.33%) Stakeholder Management
20 19 (7.92%) Teradata
20 19 (7.92%) QA
21 18 (7.50%) ISEB
22 17 (7.08%) SQL Server Analysis Services
22 17 (7.08%) Data Integration

Data Warehouse
Top Related IT Skills in Scotland by Category

For the 6 months to 4 September 2015, 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 40 (16.67%) SAS
2 6 (2.50%) SharePoint
3 5 (2.08%) WebLogic
4 3 (1.25%) Oracle Workflow
5 2 (0.83%) PowerExchange
6 1 (0.42%) FileNet
6 1 (0.42%) SharePoint 2010
6 1 (0.42%) Apache Pig
6 1 (0.42%) Apache Spark
Applications
1 11 (4.58%) MS Excel
2 2 (0.83%) MS Office
3 1 (0.42%) MS Project
Business Applications
1 6 (2.50%) Oracle EBS
2 3 (1.25%) Maximo
2 3 (1.25%) Cognos Business Intelligence
3 2 (0.83%) Markit EDM
4 1 (0.42%) Oracle General Ledger
Cloud Services
1 3 (1.25%) Google Analytics
2 1 (0.42%) SaaS
Communications & Networking
1 5 (2.08%) Intranet
2 1 (0.42%) WAN
Database & Business Intelligence
1 36 (15.00%) SQL Server
2 32 (13.33%) SQL Server Integration Services
3 29 (12.08%) SQL Server Reporting Services
4 22 (9.17%) BusinessObjects
5 17 (7.08%) SQL Server Analysis Services
5 17 (7.08%) Oracle Database
5 17 (7.08%) Enterprise Data Warehouse
6 14 (5.83%) SQL Server 2008
7 13 (5.42%) SQL Server 2012
7 13 (5.42%) Relational Database
8 10 (4.17%) RDBMS
9 8 (3.33%) Oracle Database 11g
9 8 (3.33%) Big Data
10 7 (2.92%) SAP Data Services
10 7 (2.92%) BusinessObjects XI
10 7 (2.92%) Data Mart
10 7 (2.92%) Data Mining
11 6 (2.50%) BODI
11 6 (2.50%) SQL Server 2005
11 6 (2.50%) QlikView
Development Applications
1 10 (4.17%) Toad
2 5 (2.08%) HP UFT
2 5 (2.08%) ClearCase
3 3 (1.25%) Visual Studio
3 3 (1.25%) Team Foundation Server
3 3 (1.25%) ERwin
4 2 (0.83%) Talend Open Studio
5 1 (0.42%) Bugzilla
5 1 (0.42%) JIRA
General
1 140 (58.33%) Finance
2 101 (42.08%) Banking
3 41 (17.08%) Retail
4 22 (9.17%) Retail Banking
5 8 (3.33%) Investment Banking
6 7 (2.92%) General Ledger
6 7 (2.92%) Financial Institution
7 5 (2.08%) Marketing
8 4 (1.67%) Private Banking
9 2 (0.83%) Telecoms
9 2 (0.83%) Law
9 2 (0.83%) Publishing
Job Titles
1 84 (35.00%) Analyst
2 61 (25.42%) Developer
3 41 (17.08%) Test Analyst
4 23 (9.58%) Test Manager
4 23 (9.58%) SQL Developer
5 20 (8.33%) Business Analyst
6 17 (7.08%) Test Leader
7 14 (5.83%) Data Analyst
7 14 (5.83%) Business Intelligence Developer
8 13 (5.42%) ETL Developer
9 12 (5.00%) DBA
9 12 (5.00%) Designer
10 11 (4.58%) Senior Analyst
11 10 (4.17%) Architect
12 9 (3.75%) Data Warehouse Developer
13 8 (3.33%) SQL Server Developer
14 7 (2.92%) Informatica Developer
14 7 (2.92%) Project Manager
14 7 (2.92%) Solutions Architect
14 7 (2.92%) Oracle Developer
Libraries, Frameworks & Software Standards
1 5 (2.08%) Middleware
2 4 (1.67%) Hibernate
2 4 (1.67%) HTML
2 4 (1.67%) XML
3 3 (1.25%) XSL
3 3 (1.25%) EJB
3 3 (1.25%) CSS
3 3 (1.25%) JSP
3 3 (1.25%) Servlets
3 3 (1.25%) SOAP
3 3 (1.25%) Web Services
3 3 (1.25%) DHTML
4 2 (0.83%) MDX
4 2 (0.83%) Oracle Fusion
4 2 (0.83%) Spring
5 1 (0.42%) .NET Framework
5 1 (0.42%) .NET
5 1 (0.42%) ASP.NET
Miscellaneous
1 24 (10.00%) Analytical Skills
2 17 (7.08%) Data Integration
3 12 (5.00%) Credit Risk
4 10 (4.17%) Data Centre
5 5 (2.08%) Data Extraction
6 3 (1.25%) Replication
6 3 (1.25%) Clustering
7 1 (0.42%) Equities
7 1 (0.42%) Derivative
7 1 (0.42%) Client/Server
7 1 (0.42%) Mainframe
7 1 (0.42%) User Experience
Operating Systems
1 11 (4.58%) UNIX
2 6 (2.50%) Linux
3 3 (1.25%) Windows
Processes & Methodologies
1 84 (35.00%) ETL
2 77 (32.08%) Business Intelligence
3 61 (25.42%) Analytics
4 39 (16.25%) Migration
5 37 (15.42%) Data Modelling
6 35 (14.58%) User Acceptance Testing
7 24 (10.00%) Agile Software Development
8 23 (9.58%) Data Migration
9 20 (8.33%) Test Scripting
9 20 (8.33%) Stakeholder Management
10 17 (7.08%) Non-Functional Testing
10 17 (7.08%) Data Analytics
11 13 (5.42%) Data Analysis
11 13 (5.42%) Performance Tuning
11 13 (5.42%) Test Planning
12 12 (5.00%) Data Management
12 12 (5.00%) Dimensional Modelling
13 11 (4.58%) Logical Data Model
14 10 (4.17%) Asset Management
15 9 (3.75%) Software Testing
Programming Languages
1 100 (41.67%) SQL
2 32 (13.33%) PL/SQL
3 15 (6.25%) T-SQL
4 6 (2.50%) C#
5 5 (2.08%) Java
6 3 (1.25%) JavaScript
6 3 (1.25%) Perl
6 3 (1.25%) VBA
7 2 (0.83%) C
8 1 (0.42%) VB
8 1 (0.42%) Python
8 1 (0.42%) Shell Script
8 1 (0.42%) SAS Macro
8 1 (0.42%) Scala
Qualifications
1 18 (7.50%) ISEB
2 7 (2.92%) Degree
2 7 (2.92%) Security Cleared
3 6 (2.50%) ISTQB
4 5 (2.08%) ISTQB Foundation Certification
4 5 (2.08%) ITIL Certification
5 2 (0.83%) Oracle Certification
6 1 (0.42%) CISA
6 1 (0.42%) ISEB Practitioner
6 1 (0.42%) CRISC
6 1 (0.42%) SC Cleared
Quality Assurance & Compliance
1 19 (7.92%) QA
2 5 (2.08%) FATCA
3 1 (0.42%) FINREP
3 1 (0.42%) Basel III
3 1 (0.42%) Solvency II
3 1 (0.42%) Data Quality
System Software
1 2 (0.83%) Oracle RAC
Systems Management
1 17 (7.08%) HP Quality Center
2 3 (1.25%) Control-M
Vendors
1 65 (27.08%) Oracle
2 36 (15.00%) Informatica
3 20 (8.33%) Cognos
4 19 (7.92%) Teradata
5 16 (6.67%) Microsoft
6 9 (3.75%) Tableau
7 8 (3.33%) Pega
8 6 (2.50%) SAP
8 6 (2.50%) IBM
9 5 (2.08%) Veritas
10 4 (1.67%) Netezza
10 4 (1.67%) Sybase
11 3 (1.25%) HP
11 3 (1.25%) Google
11 3 (1.25%) Perforce
12 2 (0.83%) Remedy
12 2 (0.83%) Chordiant
12 2 (0.83%) Trillium
12 2 (0.83%) Talend
13 1 (0.42%) Hortonworks
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