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 2 March 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
2 Mar 2015
Same period 2014 Same period 2013
Data Warehousing
Rank 66 69 30
Rank change year-on-year
+3 -39
Permanent jobs citing Data Warehouse 96 116 174
As % of all permanent IT jobs located in Scotland 3.06% 3.33% 6.01%
As % of the Database & Business Intelligence category 10.46% 10.80% 17.54%
Number of salaries quoted 64 71 104
Average salary £44,250 £47,000 £49,000
Average salary % change year-on-year
-5.85% -4.08%
90% offered a salary of more than £35,000 £32,500 £37,000
10% offered a salary of more than £66,750 £90,000 £68,000
UK excluding London average salary £44,500 £45,000 £45,000
% change year-on-year
-1.11% -
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
918 1074 992
As % of all permanent IT jobs located in Scotland 29.23% 30.83% 34.29%
Number of salaries quoted 604 735 623
Average salary £40,000 £42,000 £40,000
Average salary % change year-on-year
-4.76% +5.00%
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £55,000 £57,500 £60,000
UK excluding London average salary £40,000 £40,000 £39,000
% change year-on-year
- +2.56%

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 2 March 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 2 March 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 +22 52 £43,500 +10.82% 4
Edinburgh -20 30 £47,500 -13.63% 8
Stirling -3 13 £48,500 - 1
West Lothian - 1 £35,000 -
Data Warehouse
UK

Data Warehouse
Top 30 Related IT Skills in Scotland

For the 6 months to 2 March 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 (64.09%) SQL
2 113 (62.43%) Finance
3 96 (53.04%) Business Intelligence
4 79 (43.65%) ETL
4 79 (43.65%) Oracle
5 64 (35.36%) SQL Server
6 60 (33.15%) Business Objects
7 51 (28.18%) Banking
8 43 (23.76%) Data Modelling
9 42 (23.20%) SAS
10 35 (19.34%) Stakeholder Management
10 35 (19.34%) SQL Server Integration Services
11 34 (18.78%) Oracle Database
12 31 (17.13%) Data Management
13 30 (16.57%) Agile Software Development
13 30 (16.57%) SQL Server Reporting Services
14 29 (16.02%) MS Excel
15 28 (15.47%) Microsoft
15 28 (15.47%) Informatica
15 28 (15.47%) Analytical Skills
16 27 (14.92%) PL/SQL
17 26 (14.36%) SAP
18 24 (13.26%) Oracle BI EE
19 22 (12.15%) Relational Database
19 22 (12.15%) Data Analysis
20 21 (11.60%) Java
20 21 (11.60%) T-SQL
20 21 (11.60%) Performance Tuning
21 20 (11.05%) UNIX
21 20 (11.05%) Oracle Database 10g

Data Warehouse
Top Related IT Skills in Scotland by Category

For the 6 months to 2 March 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 42 (23.20%) SAS
2 11 (6.08%) SharePoint
3 6 (3.31%) WebSphere
3 6 (3.31%) Tomcat
4 5 (2.76%) WebLogic
4 5 (2.76%) Oracle HTTP Server
4 5 (2.76%) Oracle Beehive
5 3 (1.66%) Apache Pig
6 1 (0.55%) Oracle Workflow
Applications
1 29 (16.02%) MS Excel
2 8 (4.42%) MS Office
3 3 (1.66%) MS Project
3 3 (1.66%) MS Visio
3 3 (1.66%) SPSS
Business Applications
1 7 (3.87%) Oracle 11i
1 7 (3.87%) Oracle EBS
2 3 (1.66%) Cognos Business Intelligence
3 1 (0.55%) Oracle General Ledger
3 1 (0.55%) Oracle EBS R12
3 1 (0.55%) Oracle Payables
3 1 (0.55%) Oracle Receivables
3 1 (0.55%) Oracle Assets
3 1 (0.55%) SAP Oil and Gas
Cloud Services
1 1 (0.55%) Microsoft Azure
Communications & Networking
1 6 (3.31%) HTTP
2 2 (1.10%) Internet
Database & Business Intelligence
1 64 (35.36%) SQL Server
2 35 (19.34%) SQL Server Integration Services
3 34 (18.78%) Oracle Database
4 30 (16.57%) SQL Server Reporting Services
5 24 (13.26%) Oracle BI EE
6 22 (12.15%) Relational Database
7 20 (11.05%) RDBMS
7 20 (11.05%) Oracle Database 10g
8 18 (9.94%) Data Mining
9 17 (9.39%) Big Data
10 16 (8.84%) SQL Server Analysis Services
10 16 (8.84%) BusinessObjects
11 15 (8.29%) DataStage
11 15 (8.29%) QlikView
12 13 (7.18%) Oracle ODI
13 12 (6.63%) Oracle Database 11g
14 11 (6.08%) BusinessObjects XI
15 9 (4.97%) SQL Server 2008
16 7 (3.87%) SQL Server 2012
16 7 (3.87%) Oracle OWB
Development Applications
1 6 (3.31%) Oracle APEX
2 5 (2.76%) Visual Studio
3 4 (2.21%) QuickTest Pro
3 4 (2.21%) LoadRunner
3 4 (2.21%) Selenium
3 4 (2.21%) ERwin
4 3 (1.66%) JIRA
4 3 (1.66%) FishEye
4 3 (1.66%) PowerDesigner
5 2 (1.10%) Toad
5 2 (1.10%) TeamCity
5 2 (1.10%) Rational Application Developer
5 2 (1.10%) Subversion
5 2 (1.10%) Maven
6 1 (0.55%) Team Foundation Server
General
1 113 (62.43%) Finance
2 51 (28.18%) Banking
3 11 (6.08%) Retail
4 7 (3.87%) Investment Banking
5 3 (1.66%) Marketing
5 3 (1.66%) Telecoms
6 2 (1.10%) Retail Banking
6 2 (1.10%) Financial Institution
7 1 (0.55%) Front Office
7 1 (0.55%) Advertising
7 1 (0.55%) General Ledger
7 1 (0.55%) Dutch Language
7 1 (0.55%) French Language
7 1 (0.55%) German Language
Job Titles
1 47 (25.97%) Developer
2 44 (24.31%) Analyst
3 34 (18.78%) Architect
4 22 (12.15%) Data Architect
5 21 (11.60%) Consultant
6 20 (11.05%) Business Analyst
7 15 (8.29%) Senior Developer
8 13 (7.18%) Senior Analyst
9 12 (6.63%) Business Intelligence Consultant
10 11 (6.08%) Business Objects Developer
10 11 (6.08%) Test Manager
10 11 (6.08%) Business Developer
10 11 (6.08%) Business Intelligence Analyst
11 10 (5.52%) Technical Analyst
11 10 (5.52%) Data Analyst
12 9 (4.97%) Java Developer
12 9 (4.97%) Senior Business Analyst
12 9 (4.97%) Senior Java Developer
13 8 (4.42%) Technical Business Analyst
13 8 (4.42%) Oracle Consultant
Libraries, Frameworks & Software Standards
1 10 (5.52%) .NET
1 10 (5.52%) XML
2 8 (4.42%) Middleware
2 8 (4.42%) Web Services
3 7 (3.87%) SOAP
3 7 (3.87%) Apache CXF
3 7 (3.87%) XML Messaging
4 5 (2.76%) Oracle GoldenGate
5 4 (2.21%) ASP.NET
6 2 (1.10%) HTML
6 2 (1.10%) jQuery
7 1 (0.55%) J2EE
7 1 (0.55%) SAP XI
7 1 (0.55%) Spring
7 1 (0.55%) Ajax
7 1 (0.55%) JSON
Miscellaneous
1 28 (15.47%) Analytical Skills
2 8 (4.42%) Derivative
3 7 (3.87%) Credit Risk
3 7 (3.87%) Data Integration
4 6 (3.31%) Reference Data
4 6 (3.31%) Equities
4 6 (3.31%) Computer Science
5 3 (1.66%) Mainframe
5 3 (1.66%) Taxonomies
5 3 (1.66%) Social Media
6 2 (1.10%) iPad
6 2 (1.10%) Enterprise Software
6 2 (1.10%) Online Banking
7 1 (0.55%) Client/Server
7 1 (0.55%) Management Information System
7 1 (0.55%) Clustering
7 1 (0.55%) VSAM
7 1 (0.55%) User Experience
7 1 (0.55%) Open Source
Operating Systems
1 20 (11.05%) UNIX
2 9 (4.97%) Windows
3 4 (2.21%) Linux
4 2 (1.10%) AIX
Processes & Methodologies
1 96 (53.04%) Business Intelligence
2 79 (43.65%) ETL
3 43 (23.76%) Data Modelling
4 35 (19.34%) Stakeholder Management
5 31 (17.13%) Data Management
6 30 (16.57%) Agile Software Development
7 22 (12.15%) Data Analysis
8 21 (11.60%) Performance Tuning
9 15 (8.29%) Analytics
9 15 (8.29%) Master Data Management
10 14 (7.73%) User Acceptance Testing
10 14 (7.73%) Migration
10 14 (7.73%) CRM
11 13 (7.18%) Project Management
11 13 (7.18%) Logical Data Model
12 12 (6.63%) Test Automation
13 11 (6.08%) Waterfall
13 11 (6.08%) Time Management
14 9 (4.97%) Business Analysis
14 9 (4.97%) Kimball Methodology
Programming Languages
1 116 (64.09%) SQL
2 27 (14.92%) PL/SQL
3 21 (11.60%) Java
3 21 (11.60%) T-SQL
4 12 (6.63%) C#
5 9 (4.97%) VBA
6 7 (3.87%) VB.NET
7 6 (3.31%) VB
7 6 (3.31%) Shell Script
8 4 (2.21%) C++
9 3 (1.66%) Python
10 2 (1.10%) C
10 2 (1.10%) JavaScript
11 1 (0.55%) Perl
11 1 (0.55%) PHP
11 1 (0.55%) JCL
11 1 (0.55%) SAS Macro
11 1 (0.55%) R
11 1 (0.55%) VBScript
Qualifications
1 14 (7.73%) ISEB
2 13 (7.18%) Degree
3 5 (2.76%) ISTQB
4 1 (0.55%) ISEB Practitioner
4 1 (0.55%) VCP4
4 1 (0.55%) ITIL Foundation Certificate
4 1 (0.55%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 6 (3.31%) Data Quality
2 5 (2.76%) Solvency II
2 5 (2.76%) Basel II
3 4 (2.21%) QA
4 2 (1.10%) ISO 9001
4 2 (1.10%) SLA
5 1 (0.55%) COREP
System Software
1 5 (2.76%) Firmware
1 5 (2.76%) Oracle RMAN
1 5 (2.76%) Oracle RAC
2 3 (1.66%) Apache Flume
Systems Management
1 5 (2.76%) Data Guard
2 3 (1.66%) HP Quality Center
3 1 (0.55%) MOM
Vendors
1 79 (43.65%) Oracle
2 60 (33.15%) Business Objects
3 28 (15.47%) Microsoft
3 28 (15.47%) Informatica
4 26 (14.36%) SAP
5 17 (9.39%) IBM
6 15 (8.29%) Cognos
7 9 (4.97%) Teradata
8 6 (3.31%) Tableau
8 6 (3.31%) MicroStrategy
9 5 (2.76%) Netezza
10 4 (2.21%) PeopleSoft
10 4 (2.21%) Sybase
11 3 (1.66%) Siebel
12 1 (0.55%) Cisco
12 1 (0.55%) Salesforce.com
12 1 (0.55%) HP
12 1 (0.55%) BMC
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