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

3 months to
30 Aug 2016
Same period 2015 Same period 2014
Data Warehousing
Rank 61 49 69
Rank change year-on-year
-12 +20
Permanent jobs citing Data Warehouse 37 58 38
As % of all permanent IT jobs located in Edinburgh 3.01% 3.78% 2.59%
As % of the Database & Business Intelligence category 10.63% 12.53% 8.92%
Number of salaries quoted 31 44 28
Median salary £55,000 £51,250 £44,500
Median salary % change year-on-year
+7.31% +15.16%
90% offered a salary of more than £37,500 £34,750 £31,750
10% offered a salary of more than £75,000 £67,050 £71,500
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
348 463 426
As % of all permanent IT jobs located in Edinburgh 28.29% 30.14% 29.04%
Number of salaries quoted 260 311 319
Median salary £45,000 £43,500 £40,000
Median salary % change year-on-year
+3.44% +8.75%
90% offered a salary of more than £35,700 £29,350 £29,000
10% offered a salary of more than £62,500 £57,500 £76,350
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 30 August 2016.

Data Warehouse Salary Histogram in Edinburgh

Data Warehouse
Top 30 Related IT Skills in Edinburgh

For the 6 months to 30 August 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 58 (61.05%) Oracle
2 53 (55.79%) Finance
2 53 (55.79%) Agile Software Development
3 45 (47.37%) SQL
4 38 (40.00%) Scrum
5 36 (37.89%) ETL
5 36 (37.89%) SQL Server Integration Services
6 35 (36.84%) SQL Server
6 35 (36.84%) Analytical Skills
7 33 (34.74%) Data Analysis
8 32 (33.68%) Asset Management
8 32 (33.68%) Business Intelligence
9 28 (29.47%) Microsoft
9 28 (29.47%) Informatica
10 27 (28.42%) Degree
11 26 (27.37%) Business Analysis
11 26 (27.37%) Data Modelling
12 24 (25.26%) Mentoring
13 23 (24.21%) Stakeholder Management
13 23 (24.21%) Hadoop
14 22 (23.16%) Apache Hive
14 22 (23.16%) Markit EDM
15 21 (22.11%) HBase
15 21 (22.11%) Perl
16 20 (21.05%) Data Mining
17 19 (20.00%) Oracle Reports
17 19 (20.00%) Management Information System
18 17 (17.89%) Big Data
19 16 (16.84%) Data Governance
19 16 (16.84%) Retail

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 9 (9.47%) SAS
2 2 (2.11%) Apache Spark
Applications
1 11 (11.58%) MS Excel
2 3 (3.16%) MS PowerPoint
Business Applications
1 22 (23.16%) Markit EDM
Cloud Services
1 9 (9.47%) SaaS
2 3 (3.16%) Google Analytics
3 1 (1.05%) Google Cloud Platform
3 1 (1.05%) Microsoft Azure
Database & Business Intelligence
1 36 (37.89%) SQL Server Integration Services
2 35 (36.84%) SQL Server
3 23 (24.21%) Hadoop
4 22 (23.16%) Apache Hive
5 21 (22.11%) HBase
6 20 (21.05%) Data Mining
7 19 (20.00%) Oracle Reports
8 17 (17.89%) Big Data
9 15 (15.79%) OLAP
10 13 (13.68%) Oracle BI EE
11 12 (12.63%) Oracle OLAP
12 11 (11.58%) SQL Server Analysis Services
13 10 (10.53%) BusinessObjects XI
13 10 (10.53%) PowerCenter
13 10 (10.53%) SQL Server Reporting Services
14 9 (9.47%) MongoDB
14 9 (9.47%) Relational Database
15 5 (5.26%) Data Mart
15 5 (5.26%) DB2
16 4 (4.21%) Base SAS
Development Applications
1 5 (5.26%) ERwin
2 4 (4.21%) Team Foundation Server
3 3 (3.16%) Visual Studio
General
1 53 (55.79%) Finance
2 16 (16.84%) Retail
3 14 (14.74%) Telecoms
4 12 (12.63%) Games
5 5 (5.26%) Banking
6 4 (4.21%) Marketing
7 3 (3.16%) Legal
8 2 (2.11%) Dutch Language
8 2 (2.11%) French Language
8 2 (2.11%) German Language
9 1 (1.05%) Corporate Banking
9 1 (1.05%) Retail Banking
Job Titles
1 22 (23.16%) Developer
2 15 (15.79%) Consultant
3 13 (13.68%) Architect
3 13 (13.68%) Data Architect
4 12 (12.63%) Analyst
4 12 (12.63%) Senior Consultant
5 11 (11.58%) Senior Developer
6 10 (10.53%) Oracle Developer
6 10 (10.53%) Report Developer
6 10 (10.53%) Senior Oracle Developer
7 9 (9.47%) Data Engineer
8 7 (7.37%) Business Analyst
9 6 (6.32%) Business Intelligence Developer
9 6 (6.32%) Senior Analyst
10 5 (5.26%) Data Modeller
10 5 (5.26%) Hadoop Architect
11 4 (4.21%) Senior Business Analyst
12 3 (3.16%) Lead Developer
12 3 (3.16%) Systems Analyst
12 3 (3.16%) Technical Analyst
Libraries, Frameworks & Software Standards
1 12 (12.63%) REST
2 6 (6.32%) .NET
3 4 (4.21%) MDX
Miscellaneous
1 35 (36.84%) Analytical Skills
2 19 (20.00%) Management Information System
3 7 (7.37%) Data Integration
4 4 (4.21%) Computer Science
5 3 (3.16%) Enterprise Software
6 2 (2.11%) User Experience
6 2 (2.11%) Visualisation
7 1 (1.05%) Derivative
7 1 (1.05%) Fixed Income
7 1 (1.05%) Mainframe
Operating Systems
1 10 (10.53%) Unix
2 9 (9.47%) Linux
Processes & Methodologies
1 53 (55.79%) Agile Software Development
2 38 (40.00%) Scrum
3 36 (37.89%) ETL
4 33 (34.74%) Data Analysis
5 32 (33.68%) Asset Management
5 32 (33.68%) Business Intelligence
6 26 (27.37%) Business Analysis
6 26 (27.37%) Data Modelling
7 24 (25.26%) Mentoring
8 23 (24.21%) Stakeholder Management
9 16 (16.84%) Data Governance
10 13 (13.68%) Data Architecture
10 13 (13.68%) Kanban
11 12 (12.63%) Logical Data Model
11 12 (12.63%) Physical Data Model
11 12 (12.63%) Software Engineering
12 11 (11.58%) Analytics
13 9 (9.47%) High Availability
14 8 (8.42%) Project Management
15 7 (7.37%) Data Management
Programming Languages
1 45 (47.37%) SQL
2 21 (22.11%) Perl
3 12 (12.63%) Shell Script
4 11 (11.58%) VBA
5 10 (10.53%) PL/SQL
6 5 (5.26%) C#
7 4 (4.21%) R
7 4 (4.21%) T-SQL
7 4 (4.21%) VB.NET
8 3 (3.16%) Java
9 2 (2.11%) Python
10 1 (1.05%) PowerShell
Qualifications
1 27 (28.42%) Degree
2 2 (2.11%) ISEB
2 2 (2.11%) ISTQB
2 2 (2.11%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 7 (7.37%) Data Quality
2 1 (1.05%) QA
Systems Management
1 1 (1.05%) HP Quality Center
Vendors
1 58 (61.05%) Oracle
2 28 (29.47%) Informatica
2 28 (29.47%) Microsoft
3 14 (14.74%) Cognos
4 10 (10.53%) SAP
5 9 (9.47%) Cloudera
5 9 (9.47%) Tableau
6 6 (6.32%) Teradata
7 5 (5.26%) Pega
8 3 (3.16%) Google
9 1 (1.05%) Ab Initio
9 1 (1.05%) Charles River
Edinburgh, Midlothian
Complete Tech Limited
Salary: Up to £55,000 per annum + bonus + life assurance + pension + more
Posted: 2 days ago