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 24 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Jul 2016
Same period 2015 Same period 2014
Data Warehousing
Rank 52 70 52
Rank change year-on-year
+18 -18
Permanent jobs citing Data Warehouse 42 33 58
As % of all permanent IT jobs located in Edinburgh 3.54% 2.26% 3.93%
As % of the Database & Business Intelligence category 12.46% 7.37% 13.74%
Number of salaries quoted 24 27 41
Median salary £54,750 £50,000 £47,500
Median salary % change year-on-year
+9.50% +5.26%
90% offered a salary of more than £38,250 £32,500 £32,500
10% offered a salary of more than £65,000 £62,000 £60,000
UK excluding London median salary £45,000 £45,000 £45,000
Data Warehouse
Scotland

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
337 448 422
As % of all permanent IT jobs located in Edinburgh 28.44% 30.71% 28.63%
Number of salaries quoted 199 298 325
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year
+5.88% -
90% offered a salary of more than £35,000 £28,500 £28,500
10% offered a salary of more than £65,000 £57,500 £79,500
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 24 July 2016.

Data Warehouse Salary Histogram in Edinburgh

Data Warehouse
Top 30 Related IT Skills in Edinburgh

For the 6 months to 24 July 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 Edinburgh region with a requirement for Data Warehouse.

1 63 (56.76%) Finance
2 59 (53.15%) Oracle
3 57 (51.35%) SQL
4 54 (48.65%) Agile Software Development
5 53 (47.75%) Business Intelligence
6 46 (41.44%) SQL Server Integration Services
7 44 (39.64%) Data Analysis
8 41 (36.94%) Asset Management
9 40 (36.04%) SQL Server
10 39 (35.14%) ETL
11 38 (34.23%) Stakeholder Management
11 38 (34.23%) Analytical Skills
12 35 (31.53%) Scrum
13 34 (30.63%) Degree
14 32 (28.83%) Business Analysis
15 29 (26.13%) Microsoft
15 29 (26.13%) Data Modelling
16 26 (23.42%) Cognos
17 25 (22.52%) Management Information System
17 25 (22.52%) Mentoring
18 23 (20.72%) Markit EDM
18 23 (20.72%) Informatica
19 22 (19.82%) Data Mining
20 19 (17.12%) BusinessObjects
20 19 (17.12%) Banking
21 17 (15.32%) SQL Server Analysis Services
21 17 (15.32%) Oracle BI EE
22 16 (14.41%) SQL Server Reporting Services
22 16 (14.41%) Project Management
22 16 (14.41%) Oracle Reports

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 16 (14.41%) SAS
2 1 (0.90%) Apache Spark
Applications
1 13 (11.71%) MS Excel
2 6 (5.41%) MS PowerPoint
Business Applications
1 23 (20.72%) Markit EDM
2 1 (0.90%) Oracle Applications
2 1 (0.90%) Oracle EBS
Cloud Services
1 5 (4.50%) SaaS
2 3 (2.70%) Google Analytics
3 1 (0.90%) Google Cloud Platform
3 1 (0.90%) Microsoft Azure
Database & Business Intelligence
1 46 (41.44%) SQL Server Integration Services
2 40 (36.04%) SQL Server
3 22 (19.82%) Data Mining
4 19 (17.12%) BusinessObjects
5 17 (15.32%) Oracle BI EE
5 17 (15.32%) SQL Server Analysis Services
6 16 (14.41%) Oracle Reports
6 16 (14.41%) SQL Server Reporting Services
7 15 (13.51%) Hadoop
8 14 (12.61%) Apache Hive
9 13 (11.71%) HBase
10 12 (10.81%) Big Data
10 12 (10.81%) BusinessObjects XI
10 12 (10.81%) PowerCenter
11 11 (9.91%) OLAP
12 9 (8.11%) Oracle Database
12 9 (8.11%) Oracle Database 11g
12 9 (8.11%) Oracle ODI
12 9 (8.11%) QlikView
13 8 (7.21%) Oracle OLAP
Development Applications
1 5 (4.50%) Talend Open Studio
2 4 (3.60%) Team Foundation Server
3 3 (2.70%) Visual Studio
4 1 (0.90%) Toad
General
1 63 (56.76%) Finance
2 19 (17.12%) Banking
3 14 (12.61%) Retail
4 10 (9.01%) Telecoms
5 8 (7.21%) Games
6 4 (3.60%) Marketing
7 3 (2.70%) Corporate Banking
7 3 (2.70%) Legal
8 2 (1.80%) Dutch Language
8 2 (1.80%) French Language
8 2 (1.80%) German Language
9 1 (0.90%) Retail Banking
Job Titles
1 31 (27.93%) Consultant
2 28 (25.23%) Developer
3 21 (18.92%) Analyst
4 15 (13.51%) Business Intelligence Consultant
5 13 (11.71%) Business Analyst
6 12 (10.81%) Senior Developer
7 11 (9.91%) Business Intelligence Developer
7 11 (9.91%) Oracle Developer
7 11 (9.91%) Report Developer
7 11 (9.91%) Senior Consultant
7 11 (9.91%) Senior Oracle Developer
8 10 (9.01%) Business Consultant
8 10 (9.01%) Senior Analyst
9 9 (8.11%) Architect
9 9 (8.11%) Data Architect
10 7 (6.31%) Senior Business Analyst
10 7 (6.31%) SQL Analyst
10 7 (6.31%) Systems Analyst
10 7 (6.31%) Technical Analyst
10 7 (6.31%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 9 (8.11%) .NET
2 8 (7.21%) REST
3 4 (3.60%) MDX
Miscellaneous
1 38 (34.23%) Analytical Skills
2 25 (22.52%) Management Information System
3 7 (6.31%) Computer Science
3 7 (6.31%) Data Integration
4 6 (5.41%) Visualisation
5 3 (2.70%) Enterprise Software
6 2 (1.80%) Mainframe
6 2 (1.80%) User Experience
7 1 (0.90%) Derivative
7 1 (0.90%) Fixed Income
Operating Systems
1 7 (6.31%) Unix
2 5 (4.50%) Linux
Processes & Methodologies
1 54 (48.65%) Agile Software Development
2 53 (47.75%) Business Intelligence
3 44 (39.64%) Data Analysis
4 41 (36.94%) Asset Management
5 39 (35.14%) ETL
6 38 (34.23%) Stakeholder Management
7 35 (31.53%) Scrum
8 32 (28.83%) Business Analysis
9 29 (26.13%) Data Modelling
10 25 (22.52%) Mentoring
11 16 (14.41%) Project Management
12 14 (12.61%) Data Governance
13 12 (10.81%) Data Management
14 10 (9.01%) Analytics
15 9 (8.11%) Data Architecture
15 9 (8.11%) Dimensional Modelling
15 9 (8.11%) Kanban
16 8 (7.21%) Logical Data Model
16 8 (7.21%) Physical Data Model
16 8 (7.21%) Waterfall
Programming Languages
1 57 (51.35%) SQL
2 13 (11.71%) Perl
3 12 (10.81%) VBA
4 10 (9.01%) PL/SQL
5 8 (7.21%) Shell Script
6 7 (6.31%) C#
6 7 (6.31%) VB.NET
7 5 (4.50%) Java
8 4 (3.60%) R
8 4 (3.60%) T-SQL
9 1 (0.90%) PowerShell
9 1 (0.90%) Python
Qualifications
1 34 (30.63%) Degree
2 5 (4.50%) ISEB
2 5 (4.50%) PRINCE2 Practitioner
2 5 (4.50%) Security Cleared
3 4 (3.60%) ISTQB
3 4 (3.60%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 12 (10.81%) Data Quality
2 1 (0.90%) Basel II
2 1 (0.90%) ISO 9001
2 1 (0.90%) QA
2 1 (0.90%) Solvency II
Systems Management
1 1 (0.90%) HP Quality Center
Vendors
1 59 (53.15%) Oracle
2 29 (26.13%) Microsoft
3 26 (23.42%) Cognos
4 23 (20.72%) Informatica
5 14 (12.61%) Tableau
6 11 (9.91%) SAP
7 9 (8.11%) Teradata
8 5 (4.50%) Cloudera
8 5 (4.50%) Talend
9 3 (2.70%) Google
10 1 (0.90%) Ab Initio
10 1 (0.90%) Charles River
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