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 1 April 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
1 Apr 2015
Same period 2014 Same period 2013
Data Warehousing
Rank 39 55 36
Rank change year-on-year
+16 -19
Contract jobs citing Data Warehouse 126 74 94
As % of all contract IT jobs located in Scotland 4.14% 2.90% 4.35%
As % of the Database & Business Intelligence category 20.45% 14.89% 17.87%
Number of daily rates quoted 80 35 50
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£400 £385 £338
Average daily rate % change year-on-year
+3.89% +14.07%
90% offered a daily rate of more than £265 £295 £270
10% offered a daily rate of more than £500 £486 £450
UK excluding London average daily rate £400 £388 £360
% change year-on-year
+3.22% +7.63%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate £34.00 £55.00 £36.50
% change year-on-year
-38.18% +50.68%
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
616 497 526
As % of all contract IT jobs located in Scotland 20.24% 19.51% 24.35%
Number of daily rates quoted 357 259 275
Average daily rate £387 £340 £338
Average daily rate % change year-on-year
+13.87% +0.74%
90% offered a daily rate of more than £263 £264 £238
10% offered a daily rate of more than £463 £450 £450
UK excluding London average daily rate £375 £350 £330
% change year-on-year
+7.14% +6.06%
Number of hourly rates quoted 4 5 6
Average hourly rate £47.50 £16.87 £38.75
Average hourly rate % change year-on-year
+181.56% -56.46%
UK excluding London average hourly rate £33.25 £35.00 £28.00
% change year-on-year
-5.00% +25.00%

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 1 April 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 1 April 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 +20 84 £400 +5.26% 19
Glasgow +9 37 £383 +2.00% 6
West Lothian - 2 £325 -
Stirling - - - - 1
Renfrewshire - - - - 1
Data Warehouse
UK

Data Warehouse
Top 30 Related IT Skills in Scotland

For the 6 months to 1 April 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.

1 102 (46.79%) Finance
2 85 (38.99%) SQL
3 78 (35.78%) Banking
4 61 (27.98%) Business Intelligence
5 55 (25.23%) Oracle
6 51 (23.39%) ETL
7 43 (19.72%) SQL Server
8 37 (16.97%) Analytics
9 35 (16.06%) Data Modelling
10 33 (15.14%) Informatica
10 33 (15.14%) Business Objects
11 32 (14.68%) PL/SQL
12 30 (13.76%) Migration
12 30 (13.76%) Stakeholder Management
13 29 (13.30%) SAS
14 28 (12.84%) Retail
15 27 (12.39%) SQL Server Integration Services
16 26 (11.93%) Analytical Skills
17 23 (10.55%) Teradata
17 23 (10.55%) SAP Data Services
18 22 (10.09%) SAP
19 20 (9.17%) Dimensional Modelling
19 20 (9.17%) Kimball Methodology
19 20 (9.17%) Enterprise Data Warehouse
20 19 (8.72%) Business Analysis
21 18 (8.26%) Agile Software Development
22 17 (7.80%) BusinessObjects
23 15 (6.88%) Project Management
23 15 (6.88%) Data Management
23 15 (6.88%) Retail Banking

Data Warehouse
Top Related IT Skills in Scotland by Category

For the 6 months to 1 April 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 29 (13.30%) SAS
2 9 (4.13%) SharePoint
3 1 (0.46%) FileNet
3 1 (0.46%) Tomcat
3 1 (0.46%) SharePoint 2010
Applications
1 10 (4.59%) MS Excel
2 7 (3.21%) MS Project
3 6 (2.75%) MS PowerPoint
3 6 (2.75%) MS Office
3 6 (2.75%) SPSS
4 1 (0.46%) MS Visio
Business Applications
1 5 (2.29%) Markit EDM
2 3 (1.38%) Cognos Business Intelligence
3 1 (0.46%) Oracle EBS
3 1 (0.46%) Maximo
3 1 (0.46%) SimCorp Dimension
3 1 (0.46%) PORTIA
3 1 (0.46%) thinkFolio
3 1 (0.46%) Eagle PACE
3 1 (0.46%) SunGard APT
3 1 (0.46%) Investran
Communications & Networking
1 1 (0.46%) Firewall
1 1 (0.46%) WAN
Database & Business Intelligence
1 43 (19.72%) SQL Server
2 27 (12.39%) SQL Server Integration Services
3 23 (10.55%) SAP Data Services
4 20 (9.17%) Enterprise Data Warehouse
5 17 (7.80%) BusinessObjects
6 13 (5.96%) SQL Server Reporting Services
7 12 (5.50%) BusinessObjects Web Intelligence
7 12 (5.50%) Big Data
8 9 (4.13%) BusinessObjects XI
8 9 (4.13%) SQL Server 2012
9 8 (3.67%) NoSQL
9 8 (3.67%) Oracle Database
9 8 (3.67%) SQL Server Analysis Services
9 8 (3.67%) SQL Server 2008
10 7 (3.21%) OLAP
11 6 (2.75%) Hadoop
11 6 (2.75%) BODI
11 6 (2.75%) Oracle Reports
12 5 (2.29%) DB2
13 4 (1.83%) Oracle ODI
Development Applications
1 5 (2.29%) Toad
1 5 (2.29%) Subversion
2 4 (1.83%) Grunt
2 4 (1.83%) Jasmine
2 4 (1.83%) Karma Test Runner
2 4 (1.83%) Bower
2 4 (1.83%) QuickTest Pro
3 3 (1.38%) Bugzilla
3 3 (1.38%) JIRA
4 2 (0.92%) Talend Open Studio
4 2 (0.92%) Visual Studio
5 1 (0.46%) ERwin
5 1 (0.46%) PVCS
5 1 (0.46%) Oracle Forms
5 1 (0.46%) FitNesse
General
1 102 (46.79%) Finance
2 78 (35.78%) Banking
3 28 (12.84%) Retail
4 15 (6.88%) Retail Banking
5 6 (2.75%) Investment Banking
6 4 (1.83%) Marketing
6 4 (1.83%) General Ledger
6 4 (1.83%) Financial Institution
7 2 (0.92%) Front Office
7 2 (0.92%) Back Office
7 2 (0.92%) Telecoms
7 2 (0.92%) Aerospace
8 1 (0.46%) Manufacturing
Job Titles
1 72 (33.03%) Developer
2 65 (29.82%) Analyst
3 25 (11.47%) Project Manager
4 23 (10.55%) Test Analyst
5 21 (9.63%) Test Manager
5 21 (9.63%) Business Intelligence Developer
6 17 (7.80%) Data Analyst
7 15 (6.88%) Business Analyst
8 13 (5.96%) SQL Developer
9 12 (5.50%) Architect
10 11 (5.05%) Designer
11 10 (4.59%) MI Analyst
12 9 (4.13%) Data Architect
12 9 (4.13%) Oracle Developer
12 9 (4.13%) Data Manager
13 8 (3.67%) Informatica Developer
13 8 (3.67%) Business Developer
14 7 (3.21%) Solutions Designer
14 7 (3.21%) SQL Server Developer
14 7 (3.21%) Data Warehouse Manager
Libraries, Frameworks & Software Standards
1 7 (3.21%) Web Services
2 6 (2.75%) XML
3 5 (2.29%) HTML
3 5 (2.29%) HTML5
4 4 (1.83%) Laravel
4 4 (1.83%) CSS3
4 4 (1.83%) D3.js
4 4 (1.83%) Twitter Bootstrap
4 4 (1.83%) Sass
4 4 (1.83%) LESS
4 4 (1.83%) AngularJS
4 4 (1.83%) JSF
4 4 (1.83%) CSS
4 4 (1.83%) SVG
4 4 (1.83%) JavaBeans
5 3 (1.38%) SAP XI
6 1 (0.46%) JMS
6 1 (0.46%) ASP.NET
6 1 (0.46%) .NET
6 1 (0.46%) J2EE
Miscellaneous
1 26 (11.93%) Analytical Skills
2 14 (6.42%) Credit Risk
3 11 (5.05%) Data Extraction
4 8 (3.67%) Data Integration
4 8 (3.67%) Management Information System
5 4 (1.83%) User Experience
5 4 (1.83%) Reference Data
6 3 (1.38%) Derivative
6 3 (1.38%) Social Media
7 2 (0.92%) Equity Derivative
7 2 (0.92%) Fixed Income
7 2 (0.92%) NHS
8 1 (0.46%) Equities
8 1 (0.46%) Computer Science
8 1 (0.46%) Taxonomies
8 1 (0.46%) Data Structures
Operating Systems
1 11 (5.05%) UNIX
2 3 (1.38%) Windows
3 1 (0.46%) Linux
Processes & Methodologies
1 61 (27.98%) Business Intelligence
2 51 (23.39%) ETL
3 37 (16.97%) Analytics
4 35 (16.06%) Data Modelling
5 30 (13.76%) Migration
5 30 (13.76%) Stakeholder Management
6 20 (9.17%) Dimensional Modelling
6 20 (9.17%) Kimball Methodology
7 19 (8.72%) Business Analysis
8 18 (8.26%) Agile Software Development
9 15 (6.88%) Project Management
9 15 (6.88%) Data Management
10 14 (6.42%) Data Analysis
11 13 (5.96%) Data Migration
12 11 (5.05%) Data Analytics
13 9 (4.13%) Project Planning
13 9 (4.13%) User Acceptance Testing
14 8 (3.67%) Test Automation
14 8 (3.67%) Test Scripting
14 8 (3.67%) Asset Management
Programming Languages
1 85 (38.99%) SQL
2 32 (14.68%) PL/SQL
3 12 (5.50%) T-SQL
4 7 (3.21%) C#
4 7 (3.21%) Java
5 5 (2.29%) JavaScript
6 4 (1.83%) PHP
7 2 (0.92%) VB
7 2 (0.92%) C
8 1 (0.46%) VBScript
8 1 (0.46%) VBA
Qualifications
1 10 (4.59%) ISEB
2 4 (1.83%) ISTQB Foundation Certification
2 4 (1.83%) ISTQB
2 4 (1.83%) Degree
3 3 (1.38%) Security Cleared
4 2 (0.92%) SC Cleared
4 2 (0.92%) PMP
4 2 (0.92%) PMI Certification
5 1 (0.46%) PRINCE2 Certification
5 1 (0.46%) ISEB Practitioner
Quality Assurance & Compliance
1 10 (4.59%) QA
2 2 (0.92%) Data Quality
3 1 (0.46%) PMBOK
3 1 (0.46%) FATCA
Systems Management
1 11 (5.05%) HP Quality Center
Vendors
1 55 (25.23%) Oracle
2 33 (15.14%) Informatica
2 33 (15.14%) Business Objects
3 23 (10.55%) Teradata
4 22 (10.09%) SAP
5 12 (5.50%) Tableau
6 9 (4.13%) Cognos
6 9 (4.13%) IBM
6 9 (4.13%) Microsoft
7 8 (3.67%) Netezza
8 3 (1.38%) Red Hat
8 3 (1.38%) HP
8 3 (1.38%) Sybase
9 2 (0.92%) RIMES
9 2 (0.92%) Talend
9 2 (0.92%) Pega
9 2 (0.92%) MicroStrategy
9 2 (0.92%) Bloomberg
10 1 (0.46%) Salesforce.com
10 1 (0.46%) Charles River
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