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

Location
3 months to
28 Aug 2015
Same period 2014 Same period 2013
Data Warehousing
Rank 63 85 48
Rank change year-on-year
+22 -37
Permanent jobs citing Data Warehouse 114 84 139
As % of all permanent IT jobs located in Scotland 3.45% 2.28% 4.59%
As % of the Database & Business Intelligence category 10.89% 7.41% 12.75%
Number of salaries quoted 85 64 82
Average salary £47,500 £44,000 £47,500
Average salary % change year-on-year
+7.95% -7.36%
90% offered a salary of more than £32,500 £32,500 £35,300
10% offered a salary of more than £65,000 £60,000 £55,350
UK excluding London average salary £45,000 £45,000 £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
1047 1134 1090
As % of all permanent IT jobs located in Scotland 31.66% 30.82% 35.96%
Number of salaries quoted 668 737 715
Average salary £45,000 £40,000 £41,000
Average salary % change year-on-year
+12.50% -2.43%
90% offered a salary of more than £30,000 £30,000 £29,500
10% offered a salary of more than £65,000 £55,500 £57,500
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 28 August 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 28 August 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
Edinburgh +15 59 £51,250 +15.16% 10
Glasgow +32 57 £46,750 +10.00% 4
Inverclyde - 2 £38,750 -
Aberdeen +12 1 £30,000 -20.00%
Stirling 0 1 £47,500 +5.55% 1
Data Warehouse
UK

Data Warehouse
Top 30 Related IT Skills in Scotland

For the 6 months to 28 August 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.

1 134 (60.63%) SQL
2 126 (57.01%) Business Intelligence
3 105 (47.51%) Finance
4 90 (40.72%) ETL
5 71 (32.13%) Agile Software Development
6 70 (31.67%) Oracle
7 66 (29.86%) Analytical Skills
8 56 (25.34%) SQL Server
9 54 (24.43%) Data Modelling
9 54 (24.43%) BusinessObjects
10 48 (21.72%) Data Management
11 41 (18.55%) Banking
11 41 (18.55%) SQL Server Integration Services
12 38 (17.19%) Informatica
12 38 (17.19%) SAS
12 38 (17.19%) Microsoft
13 36 (16.29%) Analytics
14 35 (15.84%) Waterfall
15 34 (15.38%) SQL Server Reporting Services
16 32 (14.48%) PL/SQL
17 31 (14.03%) Data Analysis
17 31 (14.03%) Big Data
18 30 (13.57%) SQL Server Analysis Services
19 29 (13.12%) Software Delivery
20 28 (12.67%) Stakeholder Management
21 26 (11.76%) T-SQL
22 25 (11.31%) Master Data Management
23 24 (10.86%) Logical Data Model
24 23 (10.41%) MS Excel
24 23 (10.41%) Cognos

Data Warehouse
Top Related IT Skills in Scotland by Category

For the 6 months to 28 August 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 38 (17.19%) SAS
2 8 (3.62%) Apache Pig
3 4 (1.81%) SharePoint
4 3 (1.36%) Apache
4 3 (1.36%) Tomcat
4 3 (1.36%) AquaLogic
5 2 (0.90%) PowerExchange
5 2 (0.90%) Oracle Application Server
5 2 (0.90%) JBoss
5 2 (0.90%) SharePoint 2013
5 2 (0.90%) Apache Spark
5 2 (0.90%) SharePoint 2010
6 1 (0.45%) Lync
6 1 (0.45%) WebSphere
Applications
1 23 (10.41%) MS Excel
2 1 (0.45%) MS Visio
2 1 (0.45%) SPSS
2 1 (0.45%) MS Office
Business Applications
1 8 (3.62%) Markit EDM
2 5 (2.26%) thinkFolio
3 3 (1.36%) Oracle BPM
3 3 (1.36%) AquaLogic BPM
3 3 (1.36%) PRMS
3 3 (1.36%) Cognos TM1
4 2 (0.90%) Oracle EBS
4 2 (0.90%) Oracle Financials
4 2 (0.90%) Oracle 11i
4 2 (0.90%) Oracle EBS R12
Cloud Services
1 7 (3.17%) Microsoft Azure
2 2 (0.90%) Amazon AWS
2 2 (0.90%) SaaS
2 2 (0.90%) Google Analytics
2 2 (0.90%) Amazon EC2
3 1 (0.45%) Office 365
Communications & Networking
1 2 (0.90%) Internet
Database & Business Intelligence
1 56 (25.34%) SQL Server
2 54 (24.43%) BusinessObjects
3 41 (18.55%) SQL Server Integration Services
4 34 (15.38%) SQL Server Reporting Services
5 31 (14.03%) Big Data
6 30 (13.57%) SQL Server Analysis Services
7 18 (8.14%) QlikView
8 15 (6.79%) Oracle Database
8 15 (6.79%) Relational Database
9 14 (6.33%) Enterprise Data Warehouse
10 13 (5.88%) Oracle BI EE
10 13 (5.88%) Data Mart
11 12 (5.43%) Data Mining
12 11 (4.98%) DataStage
12 11 (4.98%) Hadoop
12 11 (4.98%) NoSQL
13 9 (4.07%) RDBMS
13 9 (4.07%) BusinessObjects Web Intelligence
14 8 (3.62%) OLAP
14 8 (3.62%) Apache Hive
Development Applications
1 11 (4.98%) HP UFT
2 8 (3.62%) Talend Open Studio
3 4 (1.81%) FitNesse
4 3 (1.36%) XMLUnit
4 3 (1.36%) Subversion
4 3 (1.36%) Maven
4 3 (1.36%) JIRA
4 3 (1.36%) Ant
4 3 (1.36%) JUnit
4 3 (1.36%) Oracle Forms
5 2 (0.90%) Visual Studio
5 2 (0.90%) SQL Server Management Studio (SSMS)
5 2 (0.90%) Git (software)
5 2 (0.90%) Team Foundation Server
6 1 (0.45%) ClearCase
General
1 105 (47.51%) Finance
2 41 (18.55%) Banking
3 11 (4.98%) Retail
3 11 (4.98%) Marketing
4 8 (3.62%) Investment Banking
5 5 (2.26%) Spanish Language
6 4 (1.81%) Retail Banking
7 2 (0.90%) Telecoms
7 2 (0.90%) Advertising
8 1 (0.45%) Publishing
8 1 (0.45%) Dutch Language
8 1 (0.45%) French Language
8 1 (0.45%) Manufacturing
8 1 (0.45%) Financial Institution
8 1 (0.45%) Back Office
Job Titles
1 61 (27.60%) Analyst
2 59 (26.70%) Developer
3 31 (14.03%) Business Analyst
4 25 (11.31%) Senior Analyst
5 24 (10.86%) Consultant
6 22 (9.95%) Architect
7 20 (9.05%) Business Intelligence Developer
8 18 (8.14%) Senior Business Analyst
9 17 (7.69%) Data Warehouse Developer
10 16 (7.24%) Data Architect
11 11 (4.98%) Senior Developer
12 10 (4.52%) Business Intelligence Consultant
12 10 (4.52%) Systems Analyst
13 9 (4.07%) Test Manager
13 9 (4.07%) Test Analyst
13 9 (4.07%) Data Analyst
13 9 (4.07%) Designer
14 8 (3.62%) Test Leader
14 8 (3.62%) Senior Systems Analyst
15 7 (3.17%) SQL Developer
Libraries, Frameworks & Software Standards
1 14 (6.33%) .NET
2 10 (4.52%) Web Services
3 6 (2.71%) XML
4 5 (2.26%) ASP.NET
4 5 (2.26%) D3.js
4 5 (2.26%) AngularJS
5 4 (1.81%) ASP.NET MVC
5 4 (1.81%) HTML
5 4 (1.81%) Spring
6 3 (1.36%) Ajax
6 3 (1.36%) MDX
6 3 (1.36%) Apache Flex
6 3 (1.36%) J2EE
7 2 (0.90%) SOAP
7 2 (0.90%) JMS
7 2 (0.90%) OC4J
8 1 (0.45%) REST
8 1 (0.45%) Spring Integration
8 1 (0.45%) ASP.NET Web Forms
8 1 (0.45%) Hibernate
Miscellaneous
1 66 (29.86%) Analytical Skills
2 23 (10.41%) Data Integration
3 17 (7.69%) Management Information System
4 11 (4.98%) Visualisation
5 4 (1.81%) Enterprise Software
5 4 (1.81%) Statistics
5 4 (1.81%) Mathematics
6 3 (1.36%) Physics
6 3 (1.36%) Computer Science
6 3 (1.36%) Credit Risk
6 3 (1.36%) Data Structures
7 2 (0.90%) Mainframe
7 2 (0.90%) Data Extraction
8 1 (0.45%) Taxonomies
8 1 (0.45%) User Experience
8 1 (0.45%) Reference Data
8 1 (0.45%) Data Conversion
8 1 (0.45%) Economics
8 1 (0.45%) N-Tier
8 1 (0.45%) PMI
Operating Systems
1 19 (8.60%) UNIX
2 6 (2.71%) Linux
3 2 (0.90%) Tru64
3 2 (0.90%) AIX
4 1 (0.45%) Windows Server 2008
4 1 (0.45%) Windows
Processes & Methodologies
1 126 (57.01%) Business Intelligence
2 90 (40.72%) ETL
3 71 (32.13%) Agile Software Development
4 54 (24.43%) Data Modelling
5 48 (21.72%) Data Management
6 36 (16.29%) Analytics
7 35 (15.84%) Waterfall
8 31 (14.03%) Data Analysis
9 29 (13.12%) Software Delivery
10 28 (12.67%) Stakeholder Management
11 25 (11.31%) Master Data Management
12 24 (10.86%) Logical Data Model
13 21 (9.50%) Dimensional Modelling
14 18 (8.14%) SDLC
14 18 (8.14%) Metadata Management
15 17 (7.69%) Data Mapping
15 17 (7.69%) Scrum
16 16 (7.24%) Business Analysis
16 16 (7.24%) Time Management
17 14 (6.33%) Continuous Improvement
Programming Languages
1 134 (60.63%) SQL
2 32 (14.48%) PL/SQL
3 26 (11.76%) T-SQL
4 13 (5.88%) Java
5 9 (4.07%) JavaScript
6 7 (3.17%) C#
7 6 (2.71%) VB.NET
8 5 (2.26%) VBA
8 5 (2.26%) Shell Script
9 3 (1.36%) Python
9 3 (1.36%) Perl
10 2 (0.90%) Scala
11 1 (0.45%) R
11 1 (0.45%) ABAP
Qualifications
1 16 (7.24%) Degree
2 11 (4.98%) Security Cleared
3 8 (3.62%) PRINCE2 Practitioner
4 5 (2.26%) ISEB
5 1 (0.45%) PMI Certification
5 1 (0.45%) ISTQB
5 1 (0.45%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 16 (7.24%) QA
2 7 (3.17%) Data Quality
3 3 (1.36%) Solvency II
3 3 (1.36%) Basel II
4 2 (0.90%) FATCA
4 2 (0.90%) COREP
4 2 (0.90%) FINREP
System Software
1 6 (2.71%) Apache Flume
2 2 (0.90%) Oracle RAC
Systems Management
1 10 (4.52%) HP Quality Center
2 6 (2.71%) MOM
3 2 (0.90%) Oracle RMAN
4 1 (0.45%) Data Guard
Vendors
1 70 (31.67%) Oracle
2 38 (17.19%) Microsoft
2 38 (17.19%) Informatica
3 23 (10.41%) Cognos
4 18 (8.14%) SAP
4 18 (8.14%) Teradata
5 8 (3.62%) IBM
5 8 (3.62%) Talend
6 7 (3.17%) MicroStrategy
7 4 (1.81%) Vertica
8 3 (1.36%) Tableau
8 3 (1.36%) Sybase
9 2 (0.90%) Siebel
9 2 (0.90%) Charles River
9 2 (0.90%) Google
9 2 (0.90%) Netezza
9 2 (0.90%) Hortonworks
9 2 (0.90%) Cloudera
9 2 (0.90%) MapR
10 1 (0.45%) DataFlux
Edinburgh & Lothians
ANSON MCCADE
Salary: £30, 000 - £65,000
Posted: 2 days ago
Glasgow Area
ANSON MCCADE
Salary: £40k-£55k+benefits, progession +package
Posted: 3 days ago
Edinburgh, Midlothian
Search Consultancy
Salary: benefits, D.O.E.
Posted: 3 days ago
Stirlingshire
Circle Recruitment
Salary: £30000 - £55000 per annum + package
Posted: 4 days ago
Glasgow, Lanarkshire
Search Consultancy
Salary: Negotiable
Posted: 4 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £70,000-£90,000 plus attractive benefits,
Posted: 4 days ago
Edinburgh
Sanderson
Posted: 4 days ago
Paisley
Noir Consulting
Salary: £30000 - £50000 per annum + Bonus + Pension + Benefits
Posted: 5 days ago
Edinburgh
Churchill Frank
Salary: £40000 - £45000 per annum + Flexible Benefits
Posted: 11 days ago
Edinburgh
Real Staffing
Salary: competitive
Posted: 22 days ago