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

3 months to
25 Sep 2016
Same period 2015 Same period 2014
Data Warehousing
Rank 53 43 84
Rank change year-on-year
-10 +41
Permanent jobs citing Data Warehouse 38 68 25
As % of all permanent IT jobs located in Edinburgh 3.40% 4.28% 1.68%
As % of the Database & Business Intelligence category 11.88% 14.88% 5.90%
Number of salaries quoted 35 50 17
Median salary £55,000 £53,000 £40,000
Median salary % change year-on-year
+3.77% +32.50%
90% offered a salary of more than £40,000 £42,700 £30,000
10% offered a salary of more than £75,000 £75,000 £74,000
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
320 457 424
As % of all permanent IT jobs located in Edinburgh 28.62% 28.76% 28.48%
Number of salaries quoted 252 302 317
Median salary £45,000 £44,000 £40,000
Median salary % change year-on-year
+2.27% +10.00%
90% offered a salary of more than £33,500 £30,000 £30,000
10% offered a salary of more than £65,000 £57,500 £75,000
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 25 September 2016.

Data Warehouse Salary Histogram in Edinburgh

Data Warehouse
Top 30 Related IT Skills in Edinburgh

For the 6 months to 25 September 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 55 (66.27%) Oracle
2 48 (57.83%) Finance
3 46 (55.42%) Agile Software Development
4 40 (48.19%) SQL
5 38 (45.78%) ETL
6 37 (44.58%) Analytical Skills
7 35 (42.17%) Scrum
8 32 (38.55%) Data Modelling
9 30 (36.14%) Informatica
10 28 (33.73%) SQL Server
11 27 (32.53%) Business Intelligence
11 27 (32.53%) SQL Server Integration Services
12 26 (31.33%) Data Analysis
13 25 (30.12%) Microsoft
14 23 (27.71%) Asset Management
14 23 (27.71%) Hadoop
15 22 (26.51%) Apache Hive
16 21 (25.30%) HBase
16 21 (25.30%) Degree
16 21 (25.30%) Perl
17 20 (24.10%) Mentoring
18 18 (21.69%) Business Analysis
19 17 (20.48%) Data Mining
19 17 (20.48%) Oracle Reports
19 17 (20.48%) Stakeholder Management
20 16 (19.28%) Markit EDM
20 16 (19.28%) Big Data
21 15 (18.07%) Management Information System
21 15 (18.07%) OLAP
22 14 (16.87%) Data Governance

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 6 (7.23%) SAS
2 2 (2.41%) Apache Spark
Applications
1 12 (14.46%) MS Excel
2 1 (1.20%) MS PowerPoint
2 1 (1.20%) SPSS
Business Applications
1 16 (19.28%) Markit EDM
Cloud Services
1 9 (10.84%) SaaS
2 5 (6.02%) Google Analytics
3 2 (2.41%) Google Cloud Platform
4 1 (1.20%) Amazon AWS
4 1 (1.20%) Microsoft Azure
Communications & Networking
1 1 (1.20%) SMS
Database & Business Intelligence
1 28 (33.73%) SQL Server
2 27 (32.53%) SQL Server Integration Services
3 23 (27.71%) Hadoop
4 22 (26.51%) Apache Hive
5 21 (25.30%) HBase
6 17 (20.48%) Data Mining
6 17 (20.48%) Oracle Reports
7 16 (19.28%) Big Data
8 15 (18.07%) OLAP
9 13 (15.66%) Relational Database
10 12 (14.46%) Oracle OLAP
11 11 (13.25%) SQL Server Analysis Services
12 10 (12.05%) Oracle BI EE
12 10 (12.05%) SQL Server Reporting Services
13 9 (10.84%) DB2
13 9 (10.84%) MongoDB
13 9 (10.84%) PowerCenter
14 8 (9.64%) Data Mart
15 7 (8.43%) BusinessObjects XI
16 6 (7.23%) SQL Server 2012
Development Applications
1 8 (9.64%) ERwin
2 5 (6.02%) Team Foundation Server
2 5 (6.02%) Visual Studio
3 1 (1.20%) PVCS
3 1 (1.20%) Talend Open Studio
General
1 48 (57.83%) Finance
2 13 (15.66%) Retail
2 13 (15.66%) Telecoms
3 12 (14.46%) Games
4 3 (3.61%) Marketing
5 2 (2.41%) Legal
6 1 (1.20%) Banking
6 1 (1.20%) Corporate Banking
6 1 (1.20%) Dutch Language
6 1 (1.20%) French Language
6 1 (1.20%) German Language
Job Titles
1 16 (19.28%) Developer
2 13 (15.66%) Architect
2 13 (15.66%) Consultant
2 13 (15.66%) Data Architect
3 11 (13.25%) Senior Consultant
4 9 (10.84%) Data Engineer
5 8 (9.64%) Analyst
5 8 (9.64%) Data Modeller
5 8 (9.64%) Oracle Developer
5 8 (9.64%) Senior Developer
5 8 (9.64%) Senior Oracle Developer
6 7 (8.43%) Report Developer
7 5 (6.02%) Business Intelligence Developer
7 5 (6.02%) Hadoop Architect
8 4 (4.82%) Senior Analyst
9 3 (3.61%) Technical Leader
10 2 (2.41%) Data Analyst
10 2 (2.41%) Report Analyst
10 2 (2.41%) SAS Consultant
10 2 (2.41%) Senior Reporting Analyst
Libraries, Frameworks & Software Standards
1 12 (14.46%) REST
2 4 (4.82%) MDX
3 2 (2.41%) .NET
4 1 (1.20%) Web Services
Miscellaneous
1 37 (44.58%) Analytical Skills
2 15 (18.07%) Management Information System
3 9 (10.84%) Data Integration
4 5 (6.02%) Enterprise Software
5 3 (3.61%) Visualisation
6 2 (2.41%) Computer Science
7 1 (1.20%) Data Extraction
7 1 (1.20%) Data Structures
7 1 (1.20%) Derivative
7 1 (1.20%) Fixed Income
7 1 (1.20%) Mainframe
7 1 (1.20%) Statistics
Operating Systems
1 11 (13.25%) Unix
2 10 (12.05%) Linux
Processes & Methodologies
1 46 (55.42%) Agile Software Development
2 38 (45.78%) ETL
3 35 (42.17%) Scrum
4 32 (38.55%) Data Modelling
5 27 (32.53%) Business Intelligence
6 26 (31.33%) Data Analysis
7 23 (27.71%) Asset Management
8 20 (24.10%) Mentoring
9 18 (21.69%) Business Analysis
10 17 (20.48%) Stakeholder Management
11 14 (16.87%) Data Governance
12 13 (15.66%) Analytics
12 13 (15.66%) Data Architecture
12 13 (15.66%) Kanban
13 12 (14.46%) Logical Data Model
13 12 (14.46%) Physical Data Model
13 12 (14.46%) Software Engineering
14 10 (12.05%) Data Management
14 10 (12.05%) Performance Tuning
15 9 (10.84%) High Availability
Programming Languages
1 40 (48.19%) SQL
2 21 (25.30%) Perl
3 12 (14.46%) Shell Script
4 11 (13.25%) PL/SQL
5 8 (9.64%) VBA
6 6 (7.23%) C#
6 6 (7.23%) T-SQL
7 5 (6.02%) R
8 3 (3.61%) Java
9 2 (2.41%) Python
10 1 (1.20%) PowerShell
10 1 (1.20%) SAS Macro
Qualifications
1 21 (25.30%) Degree
2 1 (1.20%) ISEB
2 1 (1.20%) ISTQB
2 1 (1.20%) ISTQB Foundation Certification
2 1 (1.20%) Security Cleared
Quality Assurance & Compliance
1 7 (8.43%) Data Quality
Systems Management
1 1 (1.20%) Systems Management Server (SMS)
Vendors
1 55 (66.27%) Oracle
2 30 (36.14%) Informatica
3 25 (30.12%) Microsoft
4 10 (12.05%) Cognos
4 10 (12.05%) Tableau
5 9 (10.84%) Cloudera
6 8 (9.64%) Pega
6 8 (9.64%) Teradata
7 7 (8.43%) SAP
8 5 (6.02%) Google
9 2 (2.41%) MicroStrategy
10 1 (1.20%) Ab Initio
10 1 (1.20%) Charles River
10 1 (1.20%) Talend
Edinburgh, Midlothian
Search Consultancy
Salary: £30000.00 - £70000 per annum + benefits
Posted: 5 days ago
Edinburgh, Midlothian
Search Consultancy
Salary: £35000 - £75000 per annum + benefits
Posted: 5 days ago
Edinburgh, Midlothian
Sanderson
Salary: £30000 - £35000 per annum + Highly Competitive Benefits
Posted: 2 days ago
Edinburgh, Midlothian
Sanderson
Salary: £45000 - £50000 per annum + Car Allowance and Competitive benefits
Posted: 2 days ago
Edinburgh, Midlothian
EY
Salary: Competitive
Posted: 17 days ago
Edinburgh, Midlothian
EY
Salary: Competitive
Posted: 17 days ago