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 salaries offered in IT jobs that have cited Data Warehouse over the 3 months to 27 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jun 2016
Same period 2015 Same period 2014
Data Warehousing
Rank 65 61 78
Rank change year-on-year
-4 +17
Permanent jobs citing Data Warehouse 99 109 111
As % of all permanent IT jobs located in Scotland 3.45% 3.50% 2.91%
As % of the Database & Business Intelligence category 10.80% 10.27% 8.84%
Number of salaries quoted 46 84 73
Median salary £48,750 £45,000 £47,500
Median salary % change year-on-year
+8.33% -5.26%
90% offered a salary of more than £25,000 £32,500 £32,700
10% offered a salary of more than £60,500 £57,825 £75,000
UK excluding London median 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
917 1061 1255
As % of all permanent IT jobs located in Scotland 32.00% 34.04% 32.95%
Number of salaries quoted 435 676 871
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year
+5.88% -
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £60,000 £57,500 £60,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

Data Warehouse
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing Data Warehouse as a proportion of all IT jobs with a match in 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 27 June 2016.

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 median salaries quoted in IT jobs citing Data Warehouse within the Scotland region over the 3 months to 27 June 2016. 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow -12 53 £48,750 +9.55% 5
Edinburgh +10 45 £54,500 +9.00% 12
Scottish Borders - 1 £32,500 -
Data Warehouse
UK

Data Warehouse
Top 30 Related IT Skills in Scotland

For the 6 months to 27 June 2016, IT jobs citing Data Warehouse also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for Data Warehouse.

1 127 (60.19%) Business Intelligence
2 125 (59.24%) SQL
3 114 (54.03%) Finance
4 97 (45.97%) Oracle
5 85 (40.28%) Agile Software Development
6 65 (30.81%) Data Analysis
7 64 (30.33%) Analytical Skills
8 63 (29.86%) SQL Server Integration Services
9 62 (29.38%) ETL
10 59 (27.96%) Stakeholder Management
11 58 (27.49%) SQL Server
12 55 (26.07%) Banking
13 53 (25.12%) Data Modelling
14 48 (22.75%) Cognos
15 47 (22.27%) BusinessObjects
16 45 (21.33%) Degree
17 44 (20.85%) Asset Management
18 42 (19.91%) Scrum
19 40 (18.96%) Business Analysis
20 38 (18.01%) Data Management
21 37 (17.54%) Microsoft
22 36 (17.06%) PL/SQL
23 34 (16.11%) Analytics
24 32 (15.17%) Informatica
24 32 (15.17%) SQL Server Reporting Services
24 32 (15.17%) SQL Server Analysis Services
25 28 (13.27%) Oracle BI EE
26 27 (12.80%) SAS
26 27 (12.80%) Data Mining
26 27 (12.80%) Oracle Database

Data Warehouse
Top Related IT Skills in Scotland by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 27 (12.80%) SAS
2 7 (3.32%) SharePoint
3 4 (1.90%) Apache Pig
4 3 (1.42%) Apache
4 3 (1.42%) Tomcat
5 2 (0.95%) SharePoint 2010
6 1 (0.47%) JBoss
6 1 (0.47%) SharePoint 2013
Applications
1 22 (10.43%) MS Excel
2 7 (3.32%) MS PowerPoint
3 4 (1.90%) MS Office
Business Applications
1 23 (10.90%) Markit EDM
2 1 (0.47%) Oracle Applications
2 1 (0.47%) Oracle EBS
Cloud Services
1 4 (1.90%) Google Analytics
2 2 (0.95%) Microsoft Azure
2 2 (0.95%) SaaS
3 1 (0.47%) Google Cloud Platform
3 1 (0.47%) IaaS
Database & Business Intelligence
1 63 (29.86%) SQL Server Integration Services
2 58 (27.49%) SQL Server
3 47 (22.27%) BusinessObjects
4 32 (15.17%) SQL Server Analysis Services
4 32 (15.17%) SQL Server Reporting Services
5 28 (13.27%) Oracle BI EE
6 27 (12.80%) Data Mining
6 27 (12.80%) Oracle Database
7 26 (12.32%) Big Data
8 24 (11.37%) Relational Database
9 20 (9.48%) DataStage
9 20 (9.48%) QlikView
10 18 (8.53%) PowerCenter
10 18 (8.53%) Star Schema
11 17 (8.06%) Oracle Database 11g
12 16 (7.58%) BusinessObjects XI
12 16 (7.58%) Oracle Database 10g
12 16 (7.58%) Oracle Reports
12 16 (7.58%) RDBMS
13 15 (7.11%) Hadoop
Development Applications
1 12 (5.69%) Talend Open Studio
2 5 (2.37%) Team Foundation Server
3 4 (1.90%) Visual Studio
4 3 (1.42%) Git (software)
4 3 (1.42%) Oracle Forms
5 2 (0.95%) Jenkins
5 2 (0.95%) JIRA
5 2 (0.95%) Maven
5 2 (0.95%) Subversion
6 1 (0.47%) SQL Server Management Studio (SSMS)
6 1 (0.47%) Toad
General
1 114 (54.03%) Finance
2 55 (26.07%) Banking
3 15 (7.11%) Retail
4 11 (5.21%) Marketing
5 6 (2.84%) Telecoms
6 4 (1.90%) Corporate Banking
6 4 (1.90%) Games
7 3 (1.42%) Legal
7 3 (1.42%) Retail Banking
8 2 (0.95%) Dutch Language
8 2 (0.95%) Financial Institution
8 2 (0.95%) French Language
8 2 (0.95%) German Language
8 2 (0.95%) Publishing
8 2 (0.95%) Spanish Language
Job Titles
1 78 (36.97%) Developer
2 57 (27.01%) Consultant
3 51 (24.17%) Analyst
4 41 (19.43%) Business Intelligence Developer
5 32 (15.17%) Business Intelligence Consultant
6 24 (11.37%) Business Analyst
7 18 (8.53%) Business Consultant
7 18 (8.53%) Technical Analyst
8 14 (6.64%) Senior Analyst
8 14 (6.64%) Technical Business Analyst
9 12 (5.69%) Report Developer
9 12 (5.69%) Senior Developer
10 11 (5.21%) Oracle Developer
10 11 (5.21%) Senior Consultant
10 11 (5.21%) Senior Oracle Developer
11 10 (4.74%) Oracle Consultant
11 10 (4.74%) Senior Business Analyst
11 10 (4.74%) SQL Analyst
11 10 (4.74%) SQL Developer
11 10 (4.74%) Systems Analyst
Libraries, Frameworks & Software Standards
1 19 (9.00%) .NET
2 5 (2.37%) Web Services
3 4 (1.90%) REST
4 3 (1.42%) COM
4 3 (1.42%) XML
5 2 (0.95%) Ext JS
5 2 (0.95%) Hibernate
5 2 (0.95%) HTML
5 2 (0.95%) J2EE
5 2 (0.95%) JSP
5 2 (0.95%) MDX
5 2 (0.95%) RESTful
5 2 (0.95%) Spring
6 1 (0.47%) Entity Framework
6 1 (0.47%) FpML
6 1 (0.47%) Middleware
6 1 (0.47%) XML Schema
Miscellaneous
1 64 (30.33%) Analytical Skills
2 26 (12.32%) Management Information System
3 18 (8.53%) Visualisation
4 16 (7.58%) Data Integration
5 10 (4.74%) Computer Science
6 5 (2.37%) Mainframe
7 3 (1.42%) Derivative
7 3 (1.42%) Enterprise Software
8 2 (0.95%) CESG
8 2 (0.95%) Data Centre
8 2 (0.95%) User Experience
8 2 (0.95%) Virtual Team
9 1 (0.47%) Fixed Income
9 1 (0.47%) Reference Data
Operating Systems
1 13 (6.16%) Unix
2 6 (2.84%) Linux
3 2 (0.95%) Windows
4 1 (0.47%) Red Hat Enterprise Linux
Processes & Methodologies
1 127 (60.19%) Business Intelligence
2 85 (40.28%) Agile Software Development
3 65 (30.81%) Data Analysis
4 62 (29.38%) ETL
5 59 (27.96%) Stakeholder Management
6 53 (25.12%) Data Modelling
7 44 (20.85%) Asset Management
8 42 (19.91%) Scrum
9 40 (18.96%) Business Analysis
10 38 (18.01%) Data Management
11 34 (16.11%) Analytics
12 24 (11.37%) Dimensional Modelling
13 23 (10.90%) Mentoring
13 23 (10.90%) Project Management
14 22 (10.43%) Master Data Management
15 20 (9.48%) Waterfall
16 19 (9.00%) Translating Business Requirements
17 16 (7.58%) ETL Development
17 16 (7.58%) Information Management
18 14 (6.64%) SDLC
Programming Languages
1 125 (59.24%) SQL
2 36 (17.06%) PL/SQL
3 19 (9.00%) Java
4 18 (8.53%) T-SQL
5 14 (6.64%) VBA
6 11 (5.21%) C#
6 11 (5.21%) VB.NET
7 8 (3.79%) R
8 5 (2.37%) Perl
9 4 (1.90%) Python
9 4 (1.90%) Shell Script
10 2 (0.95%) C
10 2 (0.95%) JavaScript
11 1 (0.47%) PowerShell
Qualifications
1 45 (21.33%) Degree
2 12 (5.69%) PRINCE2 Practitioner
2 12 (5.69%) Security Cleared
3 8 (3.79%) ISEB
4 5 (2.37%) ISTQB
4 5 (2.37%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 25 (11.85%) Data Quality
2 14 (6.64%) QA
3 1 (0.47%) Basel II
3 1 (0.47%) ISO 9001
3 1 (0.47%) Solvency II
System Software
1 4 (1.90%) Apache Flume
Systems Management
1 3 (1.42%) MOM
2 1 (0.47%) HP Quality Center
Vendors
1 97 (45.97%) Oracle
2 48 (22.75%) Cognos
3 37 (17.54%) Microsoft
4 32 (15.17%) Informatica
5 20 (9.48%) MicroStrategy
6 16 (7.58%) SAP
6 16 (7.58%) Teradata
7 15 (7.11%) Tableau
8 12 (5.69%) Talend
9 11 (5.21%) IBM
10 5 (2.37%) Vertica
11 4 (1.90%) Google
11 4 (1.90%) Netezza
12 2 (0.95%) HP
12 2 (0.95%) Sun
12 2 (0.95%) Twitter
13 1 (0.47%) Ab Initio
13 1 (0.47%) Charles River
13 1 (0.47%) Cloudera
13 1 (0.47%) Red Hat
Edinburgh, Midlothian
Uniting Ambition
Salary: £60k - 80k per year
Posted: 9 hours ago
Glasgow, Lanarkshire
Harvey Nash plc
Posted: 4 hours ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £47k-£62k plus attractive benefits, 30 days holiday and extensive care
Posted: 6 hours ago
Edinburgh, Midlothian
Harvey Nash plc
Posted: 4 days ago
Edinburgh, Midlothian
Core-Asset Consulting Ltd
Salary: Not disclosed
Posted: 5 days ago
Edinburgh
Lawrence Harvey
Salary: £60000.00 - £70000.00 per annum + pension, bonus, health care
Posted: 10 days ago
Edinburgh, Midlothian
Asset Resourcing Ltd
Salary: £30000 - £55000 per annum + Benefits
Posted: 6 days ago
Edinburgh, Midlothian
Search Consultancy
Salary: £45000.00 - £65000.00 per annum
Posted: 6 days ago
Edinburgh, Midlothian
Harvey Nash plc
Salary: £40000 - £55000 per annum
Posted: 3 days ago
Edinburgh, Midlothian
Asset Resourcing Ltd
Salary: £40000 - £55000 per annum + Benefits
Posted: 6 days ago
Edinburgh, Midlothian
Asset Resourcing Ltd
Salary: £45000 - £65000 per annum + Benefits
Posted: 6 days ago
Edinburgh, Midlothian
Harvey Nash plc
Posted: 3 days ago
Glasgow
JP Morgan Glasgow
Salary: Highly competitive with excellent benefits
Posted: 13 days ago