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

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Data Warehousing
Rank 60 39 66
Rank change year-on-year
-21 +27
Permanent jobs citing Data Warehouse 30 68 42
As % of all permanent IT jobs located in Edinburgh 2.71% 4.78% 2.86%
As % of the Database & Business Intelligence category 10.00% 18.13% 9.86%
Number of salaries quoted 24 52 29
Median salary £48,750 £47,500 £42,500
Median salary % change year-on-year
+2.63% +11.76%
90% offered a salary of more than £40,000 £37,500 £32,500
10% offered a salary of more than £75,000 £60,000 £57,000
UK excluding London median salary £47,500 £45,000 £45,000
% change year-on-year
+5.55% -
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
300 375 426
As % of all permanent IT jobs located in Edinburgh 27.08% 26.35% 29.00%
Number of salaries quoted 211 273 320
Median salary £43,000 £44,000 £41,000
Median salary % change year-on-year
-2.27% +7.31%
90% offered a salary of more than £32,500 £32,000 £32,500
10% offered a salary of more than £71,500 £55,000 £55,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +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 9 December 2016.

Data Warehouse Salary Histogram in Edinburgh

Data Warehouse
Top 30 Related IT Skills in Edinburgh

For the 6 months to 9 December 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 44 (67.69%) Finance
2 38 (58.46%) ETL
3 35 (53.85%) Data Modelling
3 35 (53.85%) Oracle
4 32 (49.23%) Informatica
5 30 (46.15%) Agile Software Development
6 29 (44.62%) SQL
7 23 (35.38%) Hadoop
7 23 (35.38%) Analytical Skills
8 21 (32.31%) Relational Database
9 20 (30.77%) Apache Hive
9 20 (30.77%) Business Intelligence
10 19 (29.23%) Perl
10 19 (29.23%) HBase
11 17 (26.15%) Analytics
12 16 (24.62%) Performance Tuning
12 16 (24.62%) Big Data
12 16 (24.62%) Scrum
12 16 (24.62%) Data Management
13 15 (23.08%) DB2
14 14 (21.54%) Teradata
15 13 (20.00%) Data Mart
15 13 (20.00%) OLAP
15 13 (20.00%) ERwin
15 13 (20.00%) Infrastructure Management
15 13 (20.00%) Data Architecture
15 13 (20.00%) Pega
15 13 (20.00%) ETL Development
16 12 (18.46%) Data Governance
17 11 (16.92%) Unix

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 5 (7.69%) SAS
2 2 (3.08%) Apache Spark
3 1 (1.54%) Apache Pig
3 1 (1.54%) Confluence
Applications
1 10 (15.38%) MS Excel
2 1 (1.54%) MS Office
2 1 (1.54%) MS PowerPoint
2 1 (1.54%) Spreadsheet
2 1 (1.54%) SPSS
Cloud Services
1 9 (13.85%) SaaS
2 2 (3.08%) Amazon AWS
2 2 (3.08%) Google Analytics
3 1 (1.54%) Amazon EMR
3 1 (1.54%) Cloud Computing
3 1 (1.54%) Google Cloud Platform
3 1 (1.54%) Microsoft Azure
Communications & Networking
1 1 (1.54%) SMS
Database & Business Intelligence
1 23 (35.38%) Hadoop
2 21 (32.31%) Relational Database
3 20 (30.77%) Apache Hive
4 19 (29.23%) HBase
5 16 (24.62%) Big Data
6 15 (23.08%) DB2
7 13 (20.00%) Data Mart
7 13 (20.00%) OLAP
8 11 (16.92%) Oracle Reports
9 10 (15.38%) Oracle OLAP
10 9 (13.85%) MongoDB
10 9 (13.85%) PowerCenter
10 9 (13.85%) SQL Server
11 8 (12.31%) SQL Server Integration Services
12 7 (10.77%) SQL Server Reporting Services
13 6 (9.23%) SQL Server Analysis Services
14 5 (7.69%) RDBMS
15 4 (6.15%) NoSQL
15 4 (6.15%) Power BI
15 4 (6.15%) QlikView
Development Applications
1 13 (20.00%) ERwin
2 7 (10.77%) Selenium
3 2 (3.08%) Team Foundation Server
3 2 (3.08%) Visual Studio
4 1 (1.54%) JBehave
4 1 (1.54%) Jenkins
4 1 (1.54%) JIRA
4 1 (1.54%) Maven
4 1 (1.54%) PVCS
4 1 (1.54%) Talend Open Studio
General
1 44 (67.69%) Finance
2 11 (16.92%) Retail
3 10 (15.38%) Games
3 10 (15.38%) Telecoms
4 2 (3.08%) Banking
4 2 (3.08%) Marketing
5 1 (1.54%) Retail Banking
Job Titles
1 15 (23.08%) Architect
1 15 (23.08%) Data Architect
2 13 (20.00%) Data Modeller
3 9 (13.85%) Data Engineer
4 7 (10.77%) Analyst
5 4 (6.15%) Applications Engineer
5 4 (6.15%) Consultant
5 4 (6.15%) Developer
5 4 (6.15%) Hadoop Architect
5 4 (6.15%) Test Engineer
6 3 (4.62%) Senior Architect
6 3 (4.62%) Senior Data Architect
6 3 (4.62%) Technical Leader
6 3 (4.62%) Test Analyst
7 2 (3.08%) Business Intelligence Developer
7 2 (3.08%) Senior Applications Engineer
7 2 (3.08%) Senior Test Engineer
7 2 (3.08%) Test Automation Engineer
8 1 (1.54%) Teradata Consultant
8 1 (1.54%) Test Leader
Libraries, Frameworks & Software Standards
1 10 (15.38%) REST
2 5 (7.69%) .NET
3 3 (4.62%) MDX
4 2 (3.08%) Web Services
5 1 (1.54%) XMPP
Miscellaneous
1 23 (35.38%) Analytical Skills
2 8 (12.31%) Data Integration
3 3 (4.62%) Visualisation
4 2 (3.08%) Enterprise Software
4 2 (3.08%) Virtual Team
5 1 (1.54%) Computer Science
5 1 (1.54%) Data Extraction
5 1 (1.54%) Data Structures
5 1 (1.54%) Management Information System
5 1 (1.54%) Statistics
Operating Systems
1 11 (16.92%) Unix
2 10 (15.38%) Linux
3 1 (1.54%) Windows
Processes & Methodologies
1 38 (58.46%) ETL
2 35 (53.85%) Data Modelling
3 30 (46.15%) Agile Software Development
4 20 (30.77%) Business Intelligence
5 17 (26.15%) Analytics
6 16 (24.62%) Data Management
6 16 (24.62%) Performance Tuning
6 16 (24.62%) Scrum
7 13 (20.00%) Data Architecture
7 13 (20.00%) ETL Development
7 13 (20.00%) Infrastructure Management
8 12 (18.46%) Data Governance
9 11 (16.92%) Kanban
10 10 (15.38%) Logical Data Model
10 10 (15.38%) Physical Data Model
10 10 (15.38%) Software Engineering
11 9 (13.85%) High Availability
12 7 (10.77%) Waterfall
13 6 (9.23%) Integration Testing
14 4 (6.15%) Software Testing
Programming Languages
1 29 (44.62%) SQL
2 19 (29.23%) Perl
3 10 (15.38%) PL/SQL
3 10 (15.38%) Shell Script
4 6 (9.23%) C#
5 4 (6.15%) T-SQL
6 2 (3.08%) Python
6 2 (3.08%) R
6 2 (3.08%) VBA
7 1 (1.54%) SAS Macro
Qualifications
1 4 (6.15%) ISEB
2 1 (1.54%) Degree
2 1 (1.54%) Security Cleared
Quality Assurance & Compliance
1 4 (6.15%) Data Quality
Systems Management
1 4 (6.15%) HP Quality Center
2 1 (1.54%) Systems Management Server (SMS)
Vendors
1 35 (53.85%) Oracle
2 32 (49.23%) Informatica
3 14 (21.54%) Teradata
4 13 (20.00%) Pega
5 10 (15.38%) Tableau
6 9 (13.85%) Cloudera
6 9 (13.85%) Microsoft
7 4 (6.15%) HP
8 3 (4.62%) MicroStrategy
9 2 (3.08%) Cognos
9 2 (3.08%) Google
10 1 (1.54%) CA Agile Central
10 1 (1.54%) Talend
Edinburgh
Sainsbury's Bank
Salary: Excellent Salary +Benefits
Posted: 14 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £50,000-£65,000 depending on experience.
Posted: 4 days ago
Edinburgh
Hays Specialist Recruitment Ltd
Salary: £40000.00 - £55000.00 per annum
Posted: 25 days ago
Edinburgh
Sainsburys Bank
Salary: Excellent Salary +Benefits
Posted: 17 days ago