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

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Data Warehousing
Rank 52 71 54
Rank change year-on-year
+19 -17
Permanent jobs citing Data Warehouse 45 33 58
As % of all permanent IT jobs located in Edinburgh 3.70% 2.27% 3.89%
As % of the Database & Business Intelligence category 12.82% 7.45% 13.71%
Number of salaries quoted 26 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 £38,750 £32,500 £32,500
10% offered a salary of more than £65,000 £66,000 £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
351 443 423
As % of all permanent IT jobs located in Edinburgh 28.89% 30.49% 28.37%
Number of salaries quoted 215 294 328
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 27 July 2016.

Data Warehouse Salary Histogram in Edinburgh

Data Warehouse
Top 30 Related IT Skills in Edinburgh

For the 6 months to 27 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 62 (57.41%) Finance
2 59 (54.63%) Oracle
3 55 (50.93%) SQL
4 54 (50.00%) Agile Software Development
5 49 (45.37%) Business Intelligence
6 44 (40.74%) SQL Server Integration Services
7 42 (38.89%) Data Analysis
8 40 (37.04%) Asset Management
9 39 (36.11%) ETL
9 39 (36.11%) SQL Server
10 37 (34.26%) Analytical Skills
11 36 (33.33%) Stakeholder Management
11 36 (33.33%) Scrum
12 33 (30.56%) Degree
13 31 (28.70%) Business Analysis
14 29 (26.85%) Microsoft
15 28 (25.93%) Data Modelling
16 25 (23.15%) Mentoring
17 24 (22.22%) Management Information System
17 24 (22.22%) Informatica
17 24 (22.22%) Cognos
18 23 (21.30%) Markit EDM
19 22 (20.37%) Data Mining
20 17 (15.74%) BusinessObjects
20 17 (15.74%) Oracle Reports
20 17 (15.74%) Oracle BI EE
20 17 (15.74%) Hadoop
21 16 (14.81%) SQL Server Analysis Services
21 16 (14.81%) Apache Hive
21 16 (14.81%) Banking

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 15 (13.89%) SAS
2 2 (1.85%) Apache Spark
Applications
1 12 (11.11%) MS Excel
2 5 (4.63%) MS PowerPoint
Business Applications
1 23 (21.30%) Markit EDM
2 1 (0.93%) Oracle Applications
2 1 (0.93%) Oracle EBS
Cloud Services
1 6 (5.56%) SaaS
2 3 (2.78%) Google Analytics
3 1 (0.93%) Google Cloud Platform
3 1 (0.93%) Microsoft Azure
Database & Business Intelligence
1 44 (40.74%) SQL Server Integration Services
2 39 (36.11%) SQL Server
3 22 (20.37%) Data Mining
4 17 (15.74%) BusinessObjects
4 17 (15.74%) Hadoop
4 17 (15.74%) Oracle BI EE
4 17 (15.74%) Oracle Reports
5 16 (14.81%) Apache Hive
5 16 (14.81%) SQL Server Analysis Services
6 15 (13.89%) HBase
6 15 (13.89%) SQL Server Reporting Services
7 14 (12.96%) Big Data
8 12 (11.11%) BusinessObjects XI
8 12 (11.11%) OLAP
8 12 (11.11%) PowerCenter
9 9 (8.33%) Oracle OLAP
10 8 (7.41%) Oracle Database
10 8 (7.41%) Oracle Database 11g
10 8 (7.41%) Oracle ODI
10 8 (7.41%) QlikView
Development Applications
1 4 (3.70%) Talend Open Studio
1 4 (3.70%) Team Foundation Server
2 3 (2.78%) Visual Studio
3 1 (0.93%) Toad
General
1 62 (57.41%) Finance
2 16 (14.81%) Banking
3 15 (13.89%) Retail
4 11 (10.19%) Telecoms
5 9 (8.33%) Games
6 4 (3.70%) Marketing
7 3 (2.78%) Corporate Banking
7 3 (2.78%) Legal
8 2 (1.85%) Dutch Language
8 2 (1.85%) French Language
8 2 (1.85%) German Language
9 1 (0.93%) Retail Banking
Job Titles
1 28 (25.93%) Consultant
2 27 (25.00%) Developer
3 19 (17.59%) Analyst
4 12 (11.11%) Business Intelligence Consultant
4 12 (11.11%) Senior Consultant
4 12 (11.11%) Senior Developer
5 11 (10.19%) Business Analyst
5 11 (10.19%) Oracle Developer
5 11 (10.19%) Report Developer
5 11 (10.19%) Senior Oracle Developer
6 10 (9.26%) Architect
6 10 (9.26%) Business Intelligence Developer
6 10 (9.26%) Data Architect
7 9 (8.33%) Senior Analyst
8 8 (7.41%) Business Consultant
9 6 (5.56%) Data Engineer
9 6 (5.56%) Senior Business Analyst
9 6 (5.56%) Systems Analyst
9 6 (5.56%) Technical Analyst
9 6 (5.56%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 9 (8.33%) REST
2 8 (7.41%) .NET
3 4 (3.70%) MDX
Miscellaneous
1 37 (34.26%) Analytical Skills
2 24 (22.22%) Management Information System
3 8 (7.41%) Data Integration
4 6 (5.56%) Computer Science
4 6 (5.56%) Visualisation
5 3 (2.78%) Enterprise Software
6 2 (1.85%) Mainframe
6 2 (1.85%) User Experience
7 1 (0.93%) Derivative
7 1 (0.93%) Fixed Income
Operating Systems
1 8 (7.41%) Unix
2 6 (5.56%) Linux
Processes & Methodologies
1 54 (50.00%) Agile Software Development
2 49 (45.37%) Business Intelligence
3 42 (38.89%) Data Analysis
4 40 (37.04%) Asset Management
5 39 (36.11%) ETL
6 36 (33.33%) Scrum
6 36 (33.33%) Stakeholder Management
7 31 (28.70%) Business Analysis
8 28 (25.93%) Data Modelling
9 25 (23.15%) Mentoring
10 15 (13.89%) Data Governance
11 14 (12.96%) Project Management
12 12 (11.11%) Data Management
13 10 (9.26%) Analytics
13 10 (9.26%) Data Architecture
13 10 (9.26%) Kanban
14 9 (8.33%) Logical Data Model
14 9 (8.33%) Physical Data Model
14 9 (8.33%) Software Engineering
15 7 (6.48%) ETL Development
Programming Languages
1 55 (50.93%) SQL
2 15 (13.89%) Perl
3 12 (11.11%) VBA
4 11 (10.19%) PL/SQL
5 9 (8.33%) Shell Script
6 7 (6.48%) C#
7 6 (5.56%) VB.NET
8 5 (4.63%) Java
9 4 (3.70%) T-SQL
10 3 (2.78%) R
11 2 (1.85%) Python
12 1 (0.93%) PowerShell
Qualifications
1 33 (30.56%) Degree
2 5 (4.63%) ISEB
3 4 (3.70%) ISTQB
3 4 (3.70%) ISTQB Foundation Certification
3 4 (3.70%) PRINCE2 Practitioner
3 4 (3.70%) Security Cleared
Quality Assurance & Compliance
1 12 (11.11%) Data Quality
2 1 (0.93%) Basel II
2 1 (0.93%) ISO 9001
2 1 (0.93%) QA
2 1 (0.93%) Solvency II
Systems Management
1 1 (0.93%) HP Quality Center
Vendors
1 59 (54.63%) Oracle
2 29 (26.85%) Microsoft
3 24 (22.22%) Cognos
3 24 (22.22%) Informatica
4 14 (12.96%) Tableau
5 11 (10.19%) SAP
6 8 (7.41%) Teradata
7 6 (5.56%) Cloudera
8 4 (3.70%) Talend
9 3 (2.78%) Google
10 1 (0.93%) Ab Initio
10 1 (0.93%) Charles River
Edinburgh, Midlothian
Search Consultancy
Salary: £50000.00 - £75000.00 per annum + 15% flexible benefits package
Posted: 2 days ago
Edinburgh, Midlothian
Sopra Steria Recruitment
Salary: Up to £75,000 per annum
Posted: 5 days ago
Edinburgh, Midlothian
Asset Resourcing Ltd
Salary: £55000 - £75000 per annum + Benefits
Posted: 6 days ago
Edinburgh
Sainsburys Bank
Salary: Excellent Salary +Benefits
Posted: 5 days ago
Edinburgh
Sainsburys Bank
Salary: Excellent Salary +Benefits
Posted: 14 days ago
Edinburgh
Indicia
Salary: Competitive salary and benefits
Posted: 12 days ago
Edinburgh
Indicia
Salary: Competitive salary and benefits
Posted: 12 days ago