The table below looks at the statistics for Data Warehouse skills in IT jobs advertised for the Scotland region. Included is a guide to the average salaries offered in IT jobs that have cited Data Warehouse over the 3 months to 17 April 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
17 Apr 2015
Same period 2014 Same period 2013
Data Warehousing
Rank 72 64 42
Rank change year-on-year
-8 -22
Permanent jobs citing Data Warehouse 98 132 160
As % of all permanent IT jobs located in Scotland 3.09% 3.27% 5.06%
As % of the Database & Business Intelligence category 10.43% 10.53% 14.45%
Number of salaries quoted 76 61 80
Average salary £46,500 £47,500 £47,500
Average salary % change year-on-year
-2.10% -
90% offered a salary of more than £32,500 £36,500 £36,000
10% offered a salary of more than £65,000 £95,000 £68,500
UK excluding London average salary £44,250 £45,000 £44,000
% change year-on-year
-1.66% +2.27%
Data Warehouse
UK

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

Database & Business Intelligence Category
Scotland
Permanent IT job ads with a match in the
Database & Business Intelligence category
940 1253 1107
As % of all permanent IT jobs located in Scotland 29.61% 31.05% 34.98%
Number of salaries quoted 577 851 626
Average salary £41,000 £40,000 £40,000
Average salary % change year-on-year
+2.50% -
90% offered a salary of more than £32,500 £30,000 £28,000
10% offered a salary of more than £55,000 £57,500 £55,000
UK excluding London average salary £40,000 £40,000 £39,500
% change year-on-year
- +1.26%

Data Warehouse
Jobs Demand Trend in Scotland

This chart provides a 3-month moving total of permanent IT 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
Salary Trend in Scotland

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

Data Warehouse Salary Trend in Scotland

Data Warehouse
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Data Warehouse across the Scotland region over the 3 months to 17 April 2015.

Data Warehouse Salary Histogram in Scotland

Data Warehouse
Job Locations in Scotland

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Warehouse within the Scotland region over the 3 months to 17 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
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +24 48 £45,000 +12.50% 3
Edinburgh -14 34 £50,000 -13.04% 20
Stirling -11 13 £50,000 +2.56%
Renfrewshire - 4 £40,000 - 2
West Lothian - 1 £35,000 -
Data Warehouse
UK

Data Warehouse
Top 30 Related IT Skills in Scotland

For the 6 months to 17 April 2015, IT 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 IT job ads sampled that cited Data Warehouse.

1 116 (60.73%) SQL
2 113 (59.16%) Finance
3 109 (57.07%) Business Intelligence
4 77 (40.31%) ETL
5 75 (39.27%) Oracle
6 64 (33.51%) SQL Server
7 61 (31.94%) Business Objects
8 48 (25.13%) Data Modelling
9 46 (24.08%) Banking
10 39 (20.42%) Data Management
10 39 (20.42%) SAS
11 38 (19.90%) Agile Software Development
12 36 (18.85%) Analytical Skills
13 33 (17.28%) SQL Server Integration Services
14 32 (16.75%) Microsoft
15 30 (15.71%) SQL Server Reporting Services
15 30 (15.71%) Stakeholder Management
16 29 (15.18%) Data Analysis
16 29 (15.18%) Informatica
16 29 (15.18%) T-SQL
17 27 (14.14%) PL/SQL
17 27 (14.14%) SAP
17 27 (14.14%) MS Excel
17 27 (14.14%) Oracle Database
18 20 (10.47%) Java
18 20 (10.47%) Master Data Management
18 20 (10.47%) Logical Data Model
18 20 (10.47%) Relational Database
18 20 (10.47%) Software Delivery
19 18 (9.42%) Analytics

Data Warehouse
Top Related IT Skills in Scotland by Category

For the 6 months to 17 April 2015, IT 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 IT job ads sampled that cited Data Warehouse. Up to 20 skills are shown per category.

Application Platforms
1 39 (20.42%) SAS
2 5 (2.62%) SharePoint
3 4 (2.09%) WebSphere
4 3 (1.57%) Tomcat
4 3 (1.57%) Apache Pig
5 1 (0.52%) WebLogic
5 1 (0.52%) Oracle Beehive
5 1 (0.52%) Lync
5 1 (0.52%) Oracle HTTP Server
5 1 (0.52%) PowerExchange
5 1 (0.52%) Oracle Workflow
Applications
1 27 (14.14%) MS Excel
2 7 (3.66%) MS Office
3 3 (1.57%) MS Project
3 3 (1.57%) MS Visio
4 2 (1.05%) SPSS
Business Applications
1 5 (2.62%) Oracle 11i
1 5 (2.62%) Oracle EBS
2 2 (1.05%) Cognos Business Intelligence
3 1 (0.52%) Oracle General Ledger
3 1 (0.52%) Oracle EBS R12
3 1 (0.52%) Oracle Payables
3 1 (0.52%) Oracle Receivables
3 1 (0.52%) Oracle Assets
3 1 (0.52%) Cognos TM1
3 1 (0.52%) SAP Oil and Gas
Cloud Services
1 1 (0.52%) Office 365
Communications & Networking
1 2 (1.05%) Internet
2 1 (0.52%) HTTP
Database & Business Intelligence
1 64 (33.51%) SQL Server
2 33 (17.28%) SQL Server Integration Services
3 30 (15.71%) SQL Server Reporting Services
4 27 (14.14%) Oracle Database
5 20 (10.47%) Relational Database
6 18 (9.42%) SQL Server Analysis Services
6 18 (9.42%) Big Data
6 18 (9.42%) Oracle BI EE
6 18 (9.42%) BusinessObjects
7 16 (8.38%) Data Mining
7 16 (8.38%) RDBMS
7 16 (8.38%) DataStage
8 15 (7.85%) Oracle Database 10g
9 11 (5.76%) QlikView
10 10 (5.24%) SQL Server 2012
11 8 (4.19%) Oracle ODI
11 8 (4.19%) BusinessObjects XI
11 8 (4.19%) SQL Server 2008
12 6 (3.14%) Oracle OWB
12 6 (3.14%) BODI
Development Applications
1 4 (2.09%) Visual Studio
2 3 (1.57%) JIRA
2 3 (1.57%) ERwin
3 2 (1.05%) FishEye
3 2 (1.05%) Oracle APEX
3 2 (1.05%) Selenium
3 2 (1.05%) QuickTest Pro
3 2 (1.05%) LoadRunner
3 2 (1.05%) PowerDesigner
4 1 (0.52%) ClearCase
4 1 (0.52%) Toad
4 1 (0.52%) TeamCity
4 1 (0.52%) Team Foundation Server
4 1 (0.52%) Rational Application Developer
4 1 (0.52%) Subversion
4 1 (0.52%) Maven
General
1 113 (59.16%) Finance
2 46 (24.08%) Banking
3 13 (6.81%) Retail
4 11 (5.76%) Marketing
5 6 (3.14%) Investment Banking
6 2 (1.05%) Retail Banking
6 2 (1.05%) Advertising
6 2 (1.05%) Telecoms
6 2 (1.05%) Dutch Language
6 2 (1.05%) French Language
7 1 (0.52%) German Language
7 1 (0.52%) Financial Institution
7 1 (0.52%) Publishing
Job Titles
1 50 (26.18%) Analyst
2 49 (25.65%) Developer
3 32 (16.75%) Architect
4 25 (13.09%) Business Analyst
5 23 (12.04%) Data Architect
6 20 (10.47%) Consultant
7 17 (8.90%) Senior Developer
8 16 (8.38%) Senior Analyst
9 12 (6.28%) Senior Business Analyst
9 12 (6.28%) Business Intelligence Developer
10 11 (5.76%) Java Developer
10 11 (5.76%) Senior Java Developer
10 11 (5.76%) Business Intelligence Analyst
11 10 (5.24%) Technical Analyst
11 10 (5.24%) Test Manager
12 9 (4.71%) Data Analyst
12 9 (4.71%) Data Warehouse Developer
13 8 (4.19%) Business Objects Developer
13 8 (4.19%) Business Developer
14 7 (3.66%) Business Intelligence Consultant
Libraries, Frameworks & Software Standards
1 9 (4.71%) Web Services
2 8 (4.19%) .NET
2 8 (4.19%) SOAP
3 7 (3.66%) XML
3 7 (3.66%) Middleware
4 6 (3.14%) XML Messaging
4 6 (3.14%) Apache CXF
5 4 (2.09%) ASP.NET
6 1 (0.52%) HTML
6 1 (0.52%) XSD
6 1 (0.52%) XSLT
6 1 (0.52%) JMS
6 1 (0.52%) REST
6 1 (0.52%) Oracle GoldenGate
6 1 (0.52%) SAP XI
6 1 (0.52%) Spring
6 1 (0.52%) JSON
6 1 (0.52%) WebSphere Message Broker
6 1 (0.52%) jQuery
Miscellaneous
1 36 (18.85%) Analytical Skills
2 9 (4.71%) Data Integration
3 6 (3.14%) Management Information System
3 6 (3.14%) Derivative
4 5 (2.62%) Equities
5 4 (2.09%) Statistics
5 4 (2.09%) Computer Science
5 4 (2.09%) Reference Data
6 3 (1.57%) Enterprise Software
6 3 (1.57%) Taxonomies
6 3 (1.57%) Mathematics
6 3 (1.57%) Physics
7 2 (1.05%) Online Banking
7 2 (1.05%) Mainframe
7 2 (1.05%) Credit Risk
7 2 (1.05%) Open Source
7 2 (1.05%) Social Media
7 2 (1.05%) iPad
8 1 (0.52%) User Experience
8 1 (0.52%) Client/Server
Operating Systems
1 15 (7.85%) UNIX
2 6 (3.14%) Windows
3 2 (1.05%) Linux
4 1 (0.52%) AIX
Processes & Methodologies
1 109 (57.07%) Business Intelligence
2 77 (40.31%) ETL
3 48 (25.13%) Data Modelling
4 39 (20.42%) Data Management
5 38 (19.90%) Agile Software Development
6 30 (15.71%) Stakeholder Management
7 29 (15.18%) Data Analysis
8 20 (10.47%) Master Data Management
8 20 (10.47%) Logical Data Model
8 20 (10.47%) Software Delivery
9 18 (9.42%) Analytics
9 18 (9.42%) Waterfall
10 17 (8.90%) Time Management
10 17 (8.90%) Project Management
11 16 (8.38%) Dimensional Modelling
11 16 (8.38%) Performance Tuning
12 15 (7.85%) Metadata Management
12 15 (7.85%) Data Mapping
13 14 (7.33%) Test Automation
14 11 (5.76%) Continuous Improvement
Programming Languages
1 116 (60.73%) SQL
2 29 (15.18%) T-SQL
3 27 (14.14%) PL/SQL
4 20 (10.47%) Java
5 10 (5.24%) C#
6 9 (4.71%) VBA
7 4 (2.09%) VB.NET
7 4 (2.09%) C++
8 3 (1.57%) VB
9 2 (1.05%) C
10 1 (0.52%) VBScript
10 1 (0.52%) JavaScript
10 1 (0.52%) Python
10 1 (0.52%) Shell Script
10 1 (0.52%) JCL
10 1 (0.52%) R
Qualifications
1 15 (7.85%) Degree
2 10 (5.24%) ISEB
3 3 (1.57%) ISTQB
4 1 (0.52%) ISEB Practitioner
4 1 (0.52%) ITIL Foundation Certificate
4 1 (0.52%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 8 (4.19%) Data Quality
2 6 (3.14%) QA
3 3 (1.57%) Solvency II
3 3 (1.57%) Basel II
4 2 (1.05%) ISO 9001
4 2 (1.05%) SLA
System Software
1 3 (1.57%) Apache Flume
2 1 (0.52%) Firmware
2 1 (0.52%) Oracle RAC
Systems Management
1 3 (1.57%) HP Quality Center
2 1 (0.52%) MOM
2 1 (0.52%) Oracle RMAN
2 1 (0.52%) Data Guard
Vendors
1 75 (39.27%) Oracle
2 61 (31.94%) Business Objects
3 32 (16.75%) Microsoft
4 29 (15.18%) Informatica
5 27 (14.14%) SAP
6 17 (8.90%) IBM
7 14 (7.33%) Cognos
8 9 (4.71%) Teradata
9 6 (3.14%) MicroStrategy
10 5 (2.62%) Netezza
11 3 (1.57%) Tableau
11 3 (1.57%) PeopleSoft
12 2 (1.05%) Sybase
12 2 (1.05%) Siebel
13 1 (0.52%) Cisco
13 1 (0.52%) Vertica
13 1 (0.52%) Salesforce.com
13 1 (0.52%) Remedy
13 1 (0.52%) HP
13 1 (0.52%) BMC
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