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

Location
3 months to
24 Dec 2014
Same period 2013 Same period 2012
Data Warehousing
Rank 70 50 59
Rank change year-on-year
-20 +9
Permanent jobs citing Data Warehouse 91 139 109
As % of all permanent IT jobs located in Scotland 2.96% 4.25% 3.57%
As % of the Database & Business Intelligence category 9.18% 13.57% 11.02%
Number of salaries quoted 54 108 80
Average salary £43,750 £47,250 £45,500
Average salary % change year-on-year
-7.40% +3.84%
90% offered a salary of more than £35,000 £32,500 £35,000
10% offered a salary of more than £80,000 £63,000 £67,250
UK excluding London average salary £45,000 £45,000 £45,000
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
991 1024 989
As % of all permanent IT jobs located in Scotland 32.22% 31.31% 32.38%
Number of salaries quoted 681 711 711
Average salary £40,000 £42,500 £39,000
Average salary % change year-on-year
-5.88% +8.97%
90% offered a salary of more than £31,500 £31,500 £30,000
10% offered a salary of more than £60,000 £55,000 £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 24 December 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 24 December 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 -31 37 £42,500 -10.52% 11
Glasgow +3 36 £40,000 +17.64% 2
Stirling -11 12 £50,000 +5.26%
Aberdeen +10 2 £65,000 +73.33% 1
Data Warehouse
UK

Data Warehouse
Top 30 Related IT Skills in Scotland

For the 6 months to 24 December 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.

1 105 (66.46%) SQL
2 86 (54.43%) Business Intelligence
2 86 (54.43%) Finance
3 66 (41.77%) ETL
4 62 (39.24%) Oracle
5 56 (35.44%) SQL Server
6 46 (29.11%) Business Objects
7 41 (25.95%) Banking
8 39 (24.68%) Data Modelling
9 36 (22.78%) SQL Server Integration Services
10 34 (21.52%) SAS
11 31 (19.62%) Informatica
11 31 (19.62%) SQL Server Reporting Services
12 30 (18.99%) Oracle Database
13 27 (17.09%) Microsoft
14 24 (15.19%) Stakeholder Management
15 23 (14.56%) SAP
15 23 (14.56%) Performance Tuning
15 23 (14.56%) Analytical Skills
16 22 (13.92%) Data Management
16 22 (13.92%) Data Analysis
17 21 (13.29%) PL/SQL
18 20 (12.66%) Relational Database
19 19 (12.03%) Java
19 19 (12.03%) MS Excel
19 19 (12.03%) RDBMS
19 19 (12.03%) Oracle Database 10g
19 19 (12.03%) Agile Software Development
20 18 (11.39%) UNIX
21 17 (10.76%) CRM

Data Warehouse
Top Related IT Skills in Scotland by Category

For the 6 months to 24 December 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 34 (21.52%) SAS
2 11 (6.96%) SharePoint
3 6 (3.80%) Tomcat
3 6 (3.80%) WebSphere
4 5 (3.16%) Oracle Beehive
4 5 (3.16%) WebLogic
4 5 (3.16%) Oracle HTTP Server
5 2 (1.27%) Oracle Workflow
5 2 (1.27%) Apache Spark
6 1 (0.63%) NetWeaver
6 1 (0.63%) Oracle SOA Suite
6 1 (0.63%) Elasticsearch
Applications
1 19 (12.03%) MS Excel
2 9 (5.70%) MS Office
3 3 (1.90%) SPSS
4 1 (0.63%) MS Project
4 1 (0.63%) MS Visio
Business Applications
1 7 (4.43%) Oracle EBS
2 6 (3.80%) Oracle 11i
3 3 (1.90%) Cognos Business Intelligence
4 2 (1.27%) Oracle General Ledger
4 2 (1.27%) Oracle EBS R12
4 2 (1.27%) Oracle Payables
4 2 (1.27%) Oracle Receivables
4 2 (1.27%) Oracle Assets
5 1 (0.63%) SAP Oil and Gas
5 1 (0.63%) SAP BPC
Cloud Services
1 1 (0.63%) Microsoft Azure
Communications & Networking
1 6 (3.80%) HTTP
2 2 (1.27%) Internet
3 1 (0.63%) ASN.1
Database & Business Intelligence
1 56 (35.44%) SQL Server
2 36 (22.78%) SQL Server Integration Services
3 31 (19.62%) SQL Server Reporting Services
4 30 (18.99%) Oracle Database
5 20 (12.66%) Relational Database
6 19 (12.03%) RDBMS
6 19 (12.03%) Oracle Database 10g
7 17 (10.76%) Oracle BI EE
8 14 (8.86%) SQL Server Analysis Services
8 14 (8.86%) DataStage
9 13 (8.23%) BusinessObjects
10 12 (7.59%) QlikView
10 12 (7.59%) Oracle Database 11g
11 11 (6.96%) Oracle ODI
12 10 (6.33%) BusinessObjects XI
12 10 (6.33%) Data Mining
13 9 (5.70%) Big Data
14 6 (3.80%) SQL Server 2008
14 6 (3.80%) OLAP
14 6 (3.80%) Crystal Reports
Development Applications
1 9 (5.70%) QuickTest Pro
2 8 (5.06%) LoadRunner
2 8 (5.06%) Selenium
3 7 (4.43%) Oracle APEX
4 4 (2.53%) ERwin
5 3 (1.90%) Subversion
5 3 (1.90%) JIRA
5 3 (1.90%) PowerDesigner
5 3 (1.90%) Visual Studio
5 3 (1.90%) FishEye
6 2 (1.27%) TeamCity
6 2 (1.27%) Rational Application Developer
6 2 (1.27%) Toad
6 2 (1.27%) Maven
General
1 86 (54.43%) Finance
2 41 (25.95%) Banking
3 8 (5.06%) Retail
4 5 (3.16%) Investment Banking
5 3 (1.90%) Telecoms
6 2 (1.27%) Retail Banking
6 2 (1.27%) Financial Institution
7 1 (0.63%) Front Office
7 1 (0.63%) Legal
7 1 (0.63%) General Ledger
7 1 (0.63%) Marketing
Job Titles
1 46 (29.11%) Developer
2 34 (21.52%) Analyst
3 29 (18.35%) Architect
4 14 (8.86%) Consultant
5 13 (8.23%) Test Manager
5 13 (8.23%) Data Architect
6 11 (6.96%) Business Developer
6 11 (6.96%) Business Analyst
7 10 (6.33%) Business Objects Developer
7 10 (6.33%) Data Analyst
8 9 (5.70%) SQL Developer
8 9 (5.70%) Senior Developer
8 9 (5.70%) Technical Architect
8 9 (5.70%) Business Intelligence Consultant
9 8 (5.06%) Technical Analyst
9 8 (5.06%) Business Intelligence Analyst
10 7 (4.43%) Senior Analyst
10 7 (4.43%) DBA
10 7 (4.43%) Business Intelligence Developer
11 6 (3.80%) Java Developer
Libraries, Frameworks & Software Standards
1 13 (8.23%) XML
2 8 (5.06%) .NET
3 7 (4.43%) SOAP
3 7 (4.43%) Web Services
3 7 (4.43%) Middleware
3 7 (4.43%) XML Messaging
3 7 (4.43%) Apache CXF
4 2 (1.27%) RabbitMQ
4 2 (1.27%) Kafka
4 2 (1.27%) Ajax
4 2 (1.27%) jQuery
4 2 (1.27%) HTML
5 1 (0.63%) SAP XI
5 1 (0.63%) Spring
5 1 (0.63%) J2EE
5 1 (0.63%) ASP.NET
Miscellaneous
1 23 (14.56%) Analytical Skills
2 8 (5.06%) Derivative
3 7 (4.43%) Computer Science
3 7 (4.43%) Credit Risk
3 7 (4.43%) Reference Data
4 6 (3.80%) Equities
5 4 (2.53%) Data Integration
6 3 (1.90%) Social Media
6 3 (1.90%) Enterprise Software
7 2 (1.27%) Online Banking
8 1 (0.63%) Taxonomies
8 1 (0.63%) PMI
8 1 (0.63%) Mainframe
8 1 (0.63%) Clustering
8 1 (0.63%) Open Source
8 1 (0.63%) User Experience
8 1 (0.63%) iPad
Operating Systems
1 18 (11.39%) UNIX
2 7 (4.43%) Windows
3 5 (3.16%) Linux
4 3 (1.90%) AIX
Processes & Methodologies
1 86 (54.43%) Business Intelligence
2 66 (41.77%) ETL
3 39 (24.68%) Data Modelling
4 24 (15.19%) Stakeholder Management
5 23 (14.56%) Performance Tuning
6 22 (13.92%) Data Management
6 22 (13.92%) Data Analysis
7 19 (12.03%) Agile Software Development
8 17 (10.76%) CRM
9 16 (10.13%) Analytics
10 14 (8.86%) User Acceptance Testing
10 14 (8.86%) Migration
11 12 (7.59%) Data Architecture
12 10 (6.33%) Test Automation
13 9 (5.70%) Master Data Management
14 8 (5.06%) Kimball Methodology
14 8 (5.06%) Web Development
14 8 (5.06%) Automation Testing
15 7 (4.43%) Performance Analysis
15 7 (4.43%) Technical Architecture
Programming Languages
1 105 (66.46%) SQL
2 21 (13.29%) PL/SQL
3 19 (12.03%) Java
4 13 (8.23%) T-SQL
5 8 (5.06%) VBA
6 7 (4.43%) C#
7 6 (3.80%) VB
7 6 (3.80%) VB.NET
7 6 (3.80%) Shell Script
8 4 (2.53%) JavaScript
8 4 (2.53%) Python
9 3 (1.90%) C++
10 2 (1.27%) Perl
10 2 (1.27%) PHP
11 1 (0.63%) C
11 1 (0.63%) SAS Macro
11 1 (0.63%) Scala
11 1 (0.63%) R
11 1 (0.63%) VBScript
Qualifications
1 11 (6.96%) Degree
2 9 (5.70%) ISEB
3 4 (2.53%) ISTQB
4 2 (1.27%) ITIL Foundation Certificate
5 1 (0.63%) ISTQB Foundation Certification
5 1 (0.63%) PMI Certification
Quality Assurance & Compliance
1 7 (4.43%) Data Quality
2 6 (3.80%) QA
3 3 (1.90%) Solvency II
3 3 (1.90%) SLA
3 3 (1.90%) Basel II
4 1 (0.63%) COREP
4 1 (0.63%) ISO 9001
System Software
1 5 (3.16%) Firmware
1 5 (3.16%) Oracle RMAN
1 5 (3.16%) Oracle RAC
Systems Management
1 5 (3.16%) Data Guard
2 4 (2.53%) HP Quality Center
Vendors
1 62 (39.24%) Oracle
2 46 (29.11%) Business Objects
3 31 (19.62%) Informatica
4 27 (17.09%) Microsoft
5 23 (14.56%) SAP
6 17 (10.76%) Cognos
7 14 (8.86%) IBM
8 8 (5.06%) Teradata
8 8 (5.06%) MicroStrategy
9 6 (3.80%) Tableau
10 5 (3.16%) Sybase
11 4 (2.53%) Netezza
11 4 (2.53%) Ab Initio
12 1 (0.63%) HP
12 1 (0.63%) PeopleSoft
12 1 (0.63%) Siebel
12 1 (0.63%) Cisco
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