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 September 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
2 Sep 2014
Same period 2013 Same period 2012
Data Warehousing
Rank 91 50 50
Rank change year-on-year
-41 0
Permanent jobs citing Data Warehouse 83 136 128
As % of all permanent IT jobs located in Scotland 2.23% 4.42% 4.04%
As % of the Database & Business Intelligence category 7.31% 12.37% 12.81%
Number of salaries quoted 63 81 76
Average salary £45,000 £48,000 £50,000
Average salary % change year-on-year
-6.25% -4.00%
90% offered a salary of more than £32,500 £36,000 £37,250
10% offered a salary of more than £60,000 £55,400 £60,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -
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
1135 1099 999
As % of all permanent IT jobs located in Scotland 30.48% 35.71% 31.56%
Number of salaries quoted 732 726 689
Average salary £40,000 £41,000 £37,500
Average salary % change year-on-year
-2.43% +9.33%
90% offered a salary of more than £30,000 £29,500 £27,500
10% offered a salary of more than £57,500 £55,000 £55,500
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 September 2014.

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 September 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
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh -24 37 £46,500 -7.00% 8
Glasgow -28 29 £42,500 - 4
Stirling -14 10 £46,250 -3.64%
Aberdeen +13 2 £37,500 -11.76%
Fife - 1 £30,000 -
Data Warehouse
UK

Data Warehouse
Top 30 Related IT Skills in Scotland

For the 6 months to 2 September 2014, 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.

1 125 (65.79%) Business Intelligence
2 93 (48.95%) SQL
3 87 (45.79%) Oracle
4 78 (41.05%) Finance
5 51 (26.84%) ETL
6 42 (22.11%) Performance Tuning
7 40 (21.05%) Oracle Database
8 38 (20.00%) Informatica
9 34 (17.89%) Data Modelling
9 34 (17.89%) UNIX
10 33 (17.37%) PL/SQL
11 32 (16.84%) SQL Server
11 32 (16.84%) Banking
11 32 (16.84%) Data Management
11 32 (16.84%) Oracle BI EE
12 31 (16.32%) Microsoft
12 31 (16.32%) Oracle EBS
13 26 (13.68%) SAS
14 25 (13.16%) Data Analysis
14 25 (13.16%) Relational Database
15 24 (12.63%) Analytics
15 24 (12.63%) SQL Server Reporting Services
15 24 (12.63%) SQL Server Integration Services
15 24 (12.63%) RDBMS
16 21 (11.05%) DataStage
16 21 (11.05%) Business Objects
17 20 (10.53%) Asset Management
17 20 (10.53%) TOGAF
17 20 (10.53%) CRM
18 19 (10.00%) Oracle Database 10g

Data Warehouse
Top Related IT Skills in Scotland by Category

For the 6 months to 2 September 2014, 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 26 (13.68%) SAS
2 18 (9.47%) Oracle SOA Suite
3 4 (2.11%) SharePoint
4 3 (1.58%) WebLogic
4 3 (1.58%) IIS
5 2 (1.05%) SharePoint 2010
5 2 (1.05%) SharePoint 2013
6 1 (0.53%) Elasticsearch
6 1 (0.53%) NetWeaver
6 1 (0.53%) Oracle Workflow
Applications
1 10 (5.26%) MS Excel
2 3 (1.58%) MS Office
Business Applications
1 31 (16.32%) Oracle EBS
2 6 (3.16%) Oracle General Ledger
2 6 (3.16%) Oracle EBS R12
2 6 (3.16%) Oracle Payables
2 6 (3.16%) Oracle Receivables
3 5 (2.63%) Oracle Applications
3 5 (2.63%) Oracle Financials
3 5 (2.63%) Oracle 11i
4 1 (0.53%) Oracle ERP
4 1 (0.53%) HFM
4 1 (0.53%) Cognos Business Intelligence
4 1 (0.53%) SAP BPC
4 1 (0.53%) Oracle Assets
Cloud Services
1 4 (2.11%) Amazon EC2
Communications & Networking
1 1 (0.53%) Intranet
1 1 (0.53%) ASN.1
Database & Business Intelligence
1 40 (21.05%) Oracle Database
2 32 (16.84%) SQL Server
2 32 (16.84%) Oracle BI EE
3 25 (13.16%) Relational Database
4 24 (12.63%) SQL Server Integration Services
4 24 (12.63%) RDBMS
4 24 (12.63%) SQL Server Reporting Services
5 21 (11.05%) DataStage
6 19 (10.00%) Oracle Database 10g
7 15 (7.89%) Oracle Database 11g
8 14 (7.37%) OLAP
9 12 (6.32%) Big Data
10 11 (5.79%) Oracle9i Database
11 10 (5.26%) OLTP
11 10 (5.26%) SQL Server Analysis Services
12 9 (4.74%) IBM InfoSphere
13 8 (4.21%) Oracle ODI
14 6 (3.16%) NoSQL
14 6 (3.16%) Oracle OWB
15 5 (2.63%) BusinessObjects
Development Applications
1 13 (6.84%) QuickTest Pro
2 9 (4.74%) Subversion
3 7 (3.68%) Selenium
3 7 (3.68%) LoadRunner
3 7 (3.68%) ERwin
4 4 (2.11%) Oracle APEX
5 3 (1.58%) Toad
6 1 (0.53%) Visual Studio
6 1 (0.53%) PowerDesigner
6 1 (0.53%) TeamCity
6 1 (0.53%) Jenkins
General
1 78 (41.05%) Finance
2 32 (16.84%) Banking
3 6 (3.16%) Retail
3 6 (3.16%) Investment Banking
4 3 (1.58%) Retail Banking
4 3 (1.58%) Marketing
4 3 (1.58%) Legal
4 3 (1.58%) Manufacturing
4 3 (1.58%) Games
5 1 (0.53%) Advertising
5 1 (0.53%) Aerospace
5 1 (0.53%) Front Office
5 1 (0.53%) Telecoms
Job Titles
1 64 (33.68%) Developer
2 44 (23.16%) Architect
3 23 (12.11%) Analyst
4 21 (11.05%) Technical Architect
4 21 (11.05%) Business Intelligence Developer
5 14 (7.37%) SQL Developer
6 13 (6.84%) DBA
7 12 (6.32%) Oracle Developer
7 12 (6.32%) Implementation Manager
8 11 (5.79%) Data Architect
8 11 (5.79%) Test Manager
9 10 (5.26%) Consultant
10 9 (4.74%) Data Analyst
11 8 (4.21%) Principal Architect
12 7 (3.68%) Business Developer
12 7 (3.68%) Information Architect
12 7 (3.68%) OBIEE Consultant
13 6 (3.16%) Business Intelligence Consultant
14 5 (2.63%) Solutions Architect
14 5 (2.63%) Business Analyst
Libraries, Frameworks & Software Standards
1 14 (7.37%) .NET
1 14 (7.37%) XML
2 7 (3.68%) HTML
3 6 (3.16%) CSS
4 5 (2.63%) Middleware
4 5 (2.63%) Oracle Fusion
5 4 (2.11%) Ajax
5 4 (2.11%) jQuery
5 4 (2.11%) JDBC
5 4 (2.11%) Web Services
6 3 (1.58%) SOAP
6 3 (1.58%) ASP.NET
6 3 (1.58%) ODBC
7 2 (1.05%) .NET Framework
7 2 (1.05%) WCF
7 2 (1.05%) ASP.NET MVC
7 2 (1.05%) RabbitMQ
7 2 (1.05%) Kafka
8 1 (0.53%) ADO.NET Entity Framework
8 1 (0.53%) LINQ
Miscellaneous
1 9 (4.74%) Computer Science
2 8 (4.21%) Reference Data
3 6 (3.16%) Enterprise Software
4 5 (2.63%) Data Integration
4 5 (2.63%) Management Information System
5 2 (1.05%) Statistics
6 1 (0.53%) Mathematics
6 1 (0.53%) Clustering
6 1 (0.53%) Economics
6 1 (0.53%) Data Extraction
6 1 (0.53%) Credit Risk
6 1 (0.53%) Open Source
6 1 (0.53%) PMI
Operating Systems
1 34 (17.89%) UNIX
2 11 (5.79%) Linux
3 10 (5.26%) AIX
4 4 (2.11%) Ubuntu
5 1 (0.53%) Windows
Processes & Methodologies
1 125 (65.79%) Business Intelligence
2 51 (26.84%) ETL
3 42 (22.11%) Performance Tuning
4 34 (17.89%) Data Modelling
5 32 (16.84%) Data Management
6 25 (13.16%) Data Analysis
7 24 (12.63%) Analytics
8 20 (10.53%) TOGAF
8 20 (10.53%) CRM
8 20 (10.53%) Asset Management
9 19 (10.00%) Data Architecture
9 19 (10.00%) Information Architecture
10 18 (9.47%) SOA
10 18 (9.47%) Zachman Framework
11 17 (8.95%) Network Management
12 16 (8.42%) User Acceptance Testing
13 12 (6.32%) Agile Software Development
14 11 (5.79%) Stakeholder Management
14 11 (5.79%) Data Mapping
15 10 (5.26%) Release Management
Programming Languages
1 93 (48.95%) SQL
2 33 (17.37%) PL/SQL
3 12 (6.32%) Java
4 9 (4.74%) C#
5 8 (4.21%) JavaScript
5 8 (4.21%) Perl
6 7 (3.68%) T-SQL
7 4 (2.11%) Python
8 3 (1.58%) VB
9 2 (1.05%) Shell Script
9 2 (1.05%) C
10 1 (0.53%) C++
10 1 (0.53%) PHP
10 1 (0.53%) SAS Macro
10 1 (0.53%) Scala
10 1 (0.53%) R
Qualifications
1 12 (6.32%) Degree
2 3 (1.58%) Security Cleared
2 3 (1.58%) ISEB
2 3 (1.58%) PMI Certification
3 2 (1.05%) MCITP
3 2 (1.05%) ISTQB
3 2 (1.05%) Microsoft Certification
3 2 (1.05%) OCP
3 2 (1.05%) OCA
3 2 (1.05%) Oracle Certification
3 2 (1.05%) PMP
4 1 (0.53%) MBA
4 1 (0.53%) ITIL Foundation Certificate
4 1 (0.53%) SC Cleared
4 1 (0.53%) MCDBA
Quality Assurance & Compliance
1 7 (3.68%) QA
1 7 (3.68%) Data Quality
2 5 (2.63%) Sarbanes-Oxley
3 2 (1.05%) SLA
System Software
1 5 (2.63%) Oracle RAC
Systems Management
1 7 (3.68%) HP Quality Center
2 1 (0.53%) Control-M
Vendors
1 87 (45.79%) Oracle
2 38 (20.00%) Informatica
3 31 (16.32%) Microsoft
4 21 (11.05%) Business Objects
5 15 (7.89%) SAP
6 14 (7.37%) Cognos
7 13 (6.84%) IBM
8 9 (4.74%) MicroStrategy
9 6 (3.16%) PeopleSoft
10 5 (2.63%) Siebel
10 5 (2.63%) Teradata
11 4 (2.11%) Red Hat
11 4 (2.11%) Ab Initio
12 3 (1.58%) Vertica
13 2 (1.05%) HP
14 1 (0.53%) Hyperion
14 1 (0.53%) Sybase
14 1 (0.53%) GoldenSource
14 1 (0.53%) Logi Analytics
14 1 (0.53%) Tableau
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Salary: £25000 - £40000 per annum + Excellent Benefits + Training
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Salary: £35000 - £44000 per annum + Competitive Package
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