The table below looks at the statistics for Data Warehouse skills in IT jobs advertised for the Edinburgh region. Included is a guide to the salaries offered in IT jobs that have cited Data Warehouse over the 3 months to 27 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Data Warehousing
Scotland / Edinburgh
Rank 70 25 68
Rank change year-on-year
-45 +43
Permanent jobs citing Data Warehouse 23 90 29
As % of all permanent IT jobs located in Edinburgh 2.09% 7.32% 2.15%
As % of the Database & Business Intelligence category 6.28% 26.47% 7.75%
Number of salaries quoted 15 62 21
Median salary £65,000 £47,500 £47,500
Median salary % change year-on-year
+36.84% -
90% offered a salary of more than £41,000 £40,000 £35,000
10% offered a salary of more than £71,500 £55,000 £67,500
UK excluding London median salary £45,000 £45,000 £44,250
% change year-on-year
- +1.69%

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 Edinburgh region.

Database & Business Intelligence Category
Edinburgh
Permanent IT job ads with a match in the
Database & Business Intelligence category
366 340 374
As % of all permanent IT jobs located in Edinburgh 33.24% 27.66% 27.72%
Number of salaries quoted 239 246 264
Median salary £45,000 £47,500 £40,000
Median salary % change year-on-year
-5.26% +18.75%
90% offered a salary of more than £35,000 £35,100 £32,500
10% offered a salary of more than £72,500 £55,000 £57,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Data Warehouse
Jobs Demand Trend in Edinburgh

The demand trend of job ads across the Edinburgh 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 Edinburgh

Data Warehouse
Salary Trend in Edinburgh

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Warehouse across the Edinburgh region.

Data Warehouse Salary Trend in Edinburgh

Data Warehouse
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing Data Warehouse across the Edinburgh region over the 3 months to 27 February 2017.

Data Warehouse Salary Histogram in Edinburgh

Data Warehouse
Top 30 Related IT Skills in Edinburgh

For the 6 months to 27 February 2017, 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 Edinburgh region with a requirement for Data Warehouse.

1 32 (65.31%) Finance
2 23 (46.94%) Business Intelligence
3 21 (42.86%) SQL
4 20 (40.82%) Data Modelling
5 19 (38.78%) Analytics
5 19 (38.78%) Relational Database
5 19 (38.78%) Analytical Skills
6 18 (36.73%) Data Management
7 13 (26.53%) Agile Software Development
8 12 (24.49%) Oracle
9 11 (22.45%) DB2
9 11 (22.45%) ETL
10 10 (20.41%) SQL Server
10 10 (20.41%) Data Integration
10 10 (20.41%) Performance Tuning
10 10 (20.41%) Hadoop
11 9 (18.37%) Infrastructure Management
11 9 (18.37%) Teradata
12 8 (16.33%) Informatica
12 8 (16.33%) ERwin
12 8 (16.33%) RDBMS
12 8 (16.33%) Microsoft
12 8 (16.33%) MS Excel
12 8 (16.33%) Selenium
12 8 (16.33%) Data Mart
12 8 (16.33%) SQL Server Integration Services
12 8 (16.33%) Pega
12 8 (16.33%) ETL Development
13 7 (14.29%) NoSQL
13 7 (14.29%) Tableau

Data Warehouse
Top Related IT Skills in Edinburgh 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 7 (14.29%) SAS
2 3 (6.12%) Apache Spark
3 2 (4.08%) Confluence
4 1 (2.04%) Apache Pig
Applications
1 8 (16.33%) MS Excel
2 2 (4.08%) MS Office
2 2 (4.08%) MS PowerPoint
3 1 (2.04%) Spreadsheet
3 1 (2.04%) SPSS
Business Applications
1 2 (4.08%) Markit EDM
1 2 (4.08%) thinkFolio
Cloud Services
1 3 (6.12%) Google Analytics
2 2 (4.08%) Amazon AWS
3 1 (2.04%) Amazon EMR
3 1 (2.04%) Cloud Computing
3 1 (2.04%) Google Cloud Platform
3 1 (2.04%) SaaS
Communications & Networking
1 1 (2.04%) SMS
Database & Business Intelligence
1 19 (38.78%) Relational Database
2 11 (22.45%) DB2
3 10 (20.41%) Hadoop
3 10 (20.41%) SQL Server
4 8 (16.33%) Data Mart
4 8 (16.33%) RDBMS
4 8 (16.33%) SQL Server Integration Services
5 7 (14.29%) Big Data
5 7 (14.29%) NoSQL
5 7 (14.29%) SQL Server Reporting Services
6 4 (8.16%) SAS Enterprise Guide
6 4 (8.16%) SQL Server Analysis Services
7 3 (6.12%) Amazon Redshift
7 3 (6.12%) Oracle Reports
7 3 (6.12%) SAS Data Integration Studio
7 3 (6.12%) SQL Server 2012
7 3 (6.12%) SQL Server 2014
8 2 (4.08%) Data Mining
8 2 (4.08%) Oracle Exadata
8 2 (4.08%) QlikView
Development Applications
1 8 (16.33%) ERwin
1 8 (16.33%) Selenium
2 3 (6.12%) Team Foundation Server
2 3 (6.12%) Visual Studio
3 2 (4.08%) JBehave
3 2 (4.08%) Jenkins
3 2 (4.08%) JIRA
3 2 (4.08%) Maven
4 1 (2.04%) PVCS
4 1 (2.04%) Talend Open Studio
General
1 32 (65.31%) Finance
2 4 (8.16%) Banking
3 2 (4.08%) Back Office
3 2 (4.08%) Marketing
3 2 (4.08%) Retail
3 2 (4.08%) Retail Banking
Job Titles
1 9 (18.37%) Analyst
1 9 (18.37%) Architect
1 9 (18.37%) Data Architect
2 8 (16.33%) Data Modeller
3 7 (14.29%) Developer
4 6 (12.24%) Senior Architect
4 6 (12.24%) Senior Data Architect
5 5 (10.20%) Business Intelligence Developer
6 4 (8.16%) Applications Engineer
6 4 (8.16%) Test Engineer
7 3 (6.12%) Consultant
7 3 (6.12%) Team Leader
8 2 (4.08%) Python Developer
8 2 (4.08%) SAS Consultant
8 2 (4.08%) Scrum Master
8 2 (4.08%) Senior Applications Engineer
8 2 (4.08%) Senior Test Engineer
8 2 (4.08%) Systems Analyst
8 2 (4.08%) Technical Analyst
8 2 (4.08%) Test Analyst
Libraries, Frameworks & Software Standards
1 6 (12.24%) .NET
2 3 (6.12%) Kafka
3 2 (4.08%) Web Services
3 2 (4.08%) XMPP
Miscellaneous
1 19 (38.78%) Analytical Skills
2 3 (6.12%) Enterprise Software
3 2 (4.08%) Mainframe
3 2 (4.08%) Virtual Team
4 1 (2.04%) Computer Science
4 1 (2.04%) Data Structures
4 1 (2.04%) Management Information System
Operating Systems
1 4 (8.16%) Unix
2 1 (2.04%) Linux
2 1 (2.04%) Windows
Processes & Methodologies
1 23 (46.94%) Business Intelligence
2 20 (40.82%) Data Modelling
3 19 (38.78%) Analytics
4 18 (36.73%) Data Management
5 13 (26.53%) Agile Software Development
6 11 (22.45%) ETL
7 10 (20.41%) Data Integration
7 10 (20.41%) Performance Tuning
8 9 (18.37%) Infrastructure Management
9 8 (16.33%) ETL Development
10 7 (14.29%) Scrum
11 6 (12.24%) Data Architecture
11 6 (12.24%) Data Mapping
11 6 (12.24%) Integration Testing
11 6 (12.24%) Machine Learning
11 6 (12.24%) Metadata Management
11 6 (12.24%) Open Source
11 6 (12.24%) Predictive Analytics
11 6 (12.24%) Waterfall
12 5 (10.20%) Mentoring
Programming Languages
1 21 (42.86%) SQL
2 7 (14.29%) C#
3 6 (12.24%) T-SQL
4 2 (4.08%) Python
4 2 (4.08%) Ruby
4 2 (4.08%) VB.NET
4 2 (4.08%) VBA
5 1 (2.04%) PL/SQL
5 1 (2.04%) R
5 1 (2.04%) SAS Macro
Qualifications
1 4 (8.16%) ISEB
2 1 (2.04%) Security Cleared
Quality Assurance & Compliance
1 3 (6.12%) Data Quality
Systems Management
1 4 (8.16%) HP Quality Center
2 1 (2.04%) Systems Management Server (SMS)
Vendors
1 12 (24.49%) Oracle
2 9 (18.37%) Teradata
3 8 (16.33%) Informatica
3 8 (16.33%) Microsoft
3 8 (16.33%) Pega
4 7 (14.29%) Tableau
5 4 (8.16%) HP
5 4 (8.16%) MicroStrategy
6 3 (6.12%) Cognos
6 3 (6.12%) Google
7 2 (4.08%) CA Agile Central
7 2 (4.08%) Netezza
8 1 (2.04%) Talend
Edinburgh, Midlothian
Search Consultancy
Salary: excellent benefits inc. bonus
Posted: 11 hours ago
Edinburgh
Churchill Frank
Salary: £33000 - £40000 per annum
Posted: 8 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £50,000-£75,000 depending on experience.
Posted: 2 days ago