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 average salaries offered in IT jobs that have cited Data Warehouse over the 3 months to 5 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
5 Feb 2016
Same period 2015 Same period 2014
Data Warehousing
Rank 24 80 53
Rank change year-on-year
+56 -27
Permanent jobs citing Data Warehouse 90 25 56
As % of all permanent IT jobs located in Edinburgh 7.08% 1.86% 4.04%
As % of the Database & Business Intelligence category 25.14% 6.87% 13.56%
Number of salaries quoted 64 18 46
Average salary £47,500 £42,500 £55,000
Average salary % change year-on-year
+11.76% -22.72%
90% offered a salary of more than £40,000 £34,250 £33,500
10% offered a salary of more than £55,000 £65,000 £95,000
UK excluding London average 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
358 364 413
As % of all permanent IT jobs located in Edinburgh 28.14% 27.02% 29.82%
Number of salaries quoted 267 269 308
Average salary £47,500 £40,000 £45,000
Average salary % change year-on-year
+18.75% -11.11%
90% offered a salary of more than £35,100 £32,500 £31,000
10% offered a salary of more than £55,000 £62,500 £55,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Data Warehouse
Jobs Demand Trend in Edinburgh

This chart provides a 3-month moving total of permanent IT jobs citing Data Warehouse across the Edinburgh region as a proportion of the total demand within 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 5 February 2016.

Data Warehouse Salary Histogram in Edinburgh

Data Warehouse
Top 30 Related IT Skills in Edinburgh

For the 6 months to 5 February 2016, IT jobs across the Edinburgh region citing Data Warehouse also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Warehouse.

1 111 (66.07%) Business Intelligence
2 97 (57.74%) SQL
3 91 (54.17%) Finance
4 88 (52.38%) Stakeholder Management
5 80 (47.62%) ETL
6 77 (45.83%) BusinessObjects
7 70 (41.67%) Agile Software Development
8 65 (38.69%) Oracle
9 53 (31.55%) SQL Server Integration Services
10 51 (30.36%) Data Management
11 49 (29.17%) SQL Server Analysis Services
11 49 (29.17%) Data Quality
12 48 (28.57%) Banking
12 48 (28.57%) Cognos
13 47 (27.98%) Analytical Skills
14 46 (27.38%) SQL Server Reporting Services
15 43 (25.60%) Data Modelling
15 43 (25.60%) QlikView
16 41 (24.40%) Visualisation
17 37 (22.02%) PRINCE2 Practitioner
17 37 (22.02%) Security Cleared
17 37 (22.02%) Talend Open Studio
17 37 (22.02%) Enterprise Data Management
17 37 (22.02%) Talend
17 37 (22.02%) PRINCE2
18 36 (21.43%) SAS
19 32 (19.05%) SQL Server
19 32 (19.05%) Oracle Database
20 31 (18.45%) Dimensional Modelling
20 31 (18.45%) Oracle Database 10g

Data Warehouse
Top Related IT Skills in Edinburgh by Category

For the 6 months to 5 February 2016, IT jobs across the Edinburgh region citing Data Warehouse also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Warehouse. Up to 20 skills are shown per category.

Application Platforms
1 36 (21.43%) SAS
2 4 (2.38%) SharePoint
2 4 (2.38%) SharePoint 2010
2 4 (2.38%) SharePoint 2013
3 3 (1.79%) PowerExchange
4 2 (1.19%) Apache Pig
4 2 (1.19%) Apache Spark
5 1 (0.60%) BizTalk Server
Applications
1 19 (11.31%) MS Excel
2 3 (1.79%) MS PowerPoint
3 1 (0.60%) PowerPivot
Business Applications
1 9 (5.36%) Oracle 11i
2 2 (1.19%) Oracle EBS
2 2 (1.19%) Oracle EBS R12
3 1 (0.60%) Oracle ERP
3 1 (0.60%) Primavera
3 1 (0.60%) SAP MDM
Cloud Services
1 6 (3.57%) Google Analytics
2 3 (1.79%) Microsoft Azure
3 2 (1.19%) Amazon AWS
3 2 (1.19%) Amazon EC2
Database & Business Intelligence
1 77 (45.83%) BusinessObjects
2 53 (31.55%) SQL Server Integration Services
3 49 (29.17%) SQL Server Analysis Services
4 46 (27.38%) SQL Server Reporting Services
5 43 (25.60%) QlikView
6 32 (19.05%) Oracle Database
6 32 (19.05%) SQL Server
7 31 (18.45%) Oracle Database 10g
8 25 (14.88%) Oracle Database 11g
9 24 (14.29%) Data Mining
10 21 (12.50%) PowerCenter
11 18 (10.71%) Oracle BI EE
12 16 (9.52%) Relational Database
13 15 (8.93%) Oracle ODI
14 14 (8.33%) BODI
15 13 (7.74%) RDBMS
15 13 (7.74%) SAS Data Integration Studio
15 13 (7.74%) SAS Enterprise Guide
16 11 (6.55%) DataStage
17 10 (5.95%) Star Schema
Development Applications
1 37 (22.02%) Talend Open Studio
2 8 (4.76%) HP UFT
2 8 (4.76%) JIRA
3 5 (2.98%) Team Foundation Server
3 5 (2.98%) Visual Studio
4 4 (2.38%) Git (software)
4 4 (2.38%) SQL Server Management Studio (SSMS)
5 1 (0.60%) Oracle Forms
5 1 (0.60%) PowerDesigner
General
1 91 (54.17%) Finance
2 48 (28.57%) Banking
3 8 (4.76%) Financial Institution
3 8 (4.76%) Retail
4 6 (3.57%) Investment Banking
5 3 (1.79%) Corporate Banking
6 1 (0.60%) General Ledger
6 1 (0.60%) Marketing
6 1 (0.60%) Retail Banking
Job Titles
1 83 (49.40%) Consultant
2 61 (36.31%) Business Intelligence Consultant
3 53 (31.55%) Analyst
4 49 (29.17%) Developer
5 45 (26.79%) Business Intelligence Developer
6 23 (13.69%) Business Analyst
7 21 (12.50%) Technical Analyst
8 20 (11.90%) Technical Business Analyst
9 17 (10.12%) Business Consultant
10 15 (8.93%) Oracle Consultant
11 10 (5.95%) Oracle BI Consultant
11 10 (5.95%) Senior Analyst
12 9 (5.36%) SAS Analyst
12 9 (5.36%) Senior Business Analyst
12 9 (5.36%) Test Analyst
13 7 (4.17%) Architect
13 7 (4.17%) Business Intelligence Analyst
13 7 (4.17%) SQL Analyst
13 7 (4.17%) Systems Analyst
14 6 (3.57%) Senior Technical Business Analyst
Libraries, Frameworks & Software Standards
1 17 (10.12%) .NET
2 4 (2.38%) MDX
3 2 (1.19%) ASP.NET
3 2 (1.19%) Kafka
4 1 (0.60%) AngularJS
4 1 (0.60%) ASP.NET MVC
4 1 (0.60%) D3.js
4 1 (0.60%) Middleware
4 1 (0.60%) SOAP
4 1 (0.60%) Web Services
4 1 (0.60%) WebCenter
Miscellaneous
1 47 (27.98%) Analytical Skills
2 41 (24.40%) Visualisation
3 22 (13.10%) Data Integration
4 7 (4.17%) Management Information System
5 6 (3.57%) Mainframe
6 4 (2.38%) Mathematics
7 3 (1.79%) Computer Science
8 2 (1.19%) Data Structures
8 2 (1.19%) Enterprise Software
8 2 (1.19%) PMI
9 1 (0.60%) Credit Risk
9 1 (0.60%) Data Extraction
Operating Systems
1 6 (3.57%) Unix
2 1 (0.60%) Linux
2 1 (0.60%) Solaris
2 1 (0.60%) Windows
2 1 (0.60%) Windows Server 2003
2 1 (0.60%) Windows Server 2008
2 1 (0.60%) Windows Server 2012
Processes & Methodologies
1 111 (66.07%) Business Intelligence
2 88 (52.38%) Stakeholder Management
3 80 (47.62%) ETL
4 70 (41.67%) Agile Software Development
5 51 (30.36%) Data Management
6 43 (25.60%) Data Modelling
7 37 (22.02%) Enterprise Data Management
7 37 (22.02%) PRINCE2
8 31 (18.45%) Dimensional Modelling
9 26 (15.48%) Business Analysis
10 22 (13.10%) Data Analysis
11 21 (12.50%) ETL Development
12 16 (9.52%) Translating Business Requirements
13 14 (8.33%) Analytics
14 13 (7.74%) Project Management
14 13 (7.74%) Scrum
15 12 (7.14%) UML
16 10 (5.95%) Data Transformation
16 10 (5.95%) Master Data Management
17 9 (5.36%) SDLC
Programming Languages
1 97 (57.74%) SQL
2 26 (15.48%) PL/SQL
3 13 (7.74%) Java
4 11 (6.55%) C#
4 11 (6.55%) T-SQL
5 7 (4.17%) VB.NET
6 4 (2.38%) VBA
7 2 (1.19%) JavaScript
7 2 (1.19%) Python
7 2 (1.19%) Scala
8 1 (0.60%) Data Mining Extensions (DMX)
8 1 (0.60%) R
Qualifications
1 37 (22.02%) PRINCE2 Practitioner
1 37 (22.02%) Security Cleared
2 17 (10.12%) Degree
2 17 (10.12%) ISEB
3 4 (2.38%) ISTQB
3 4 (2.38%) ISTQB Foundation Certification
4 2 (1.19%) PMI Certification
Quality Assurance & Compliance
1 49 (29.17%) Data Quality
2 12 (7.14%) Basel II
2 12 (7.14%) Solvency II
3 1 (0.60%) FATCA
3 1 (0.60%) QA
System Software
1 2 (1.19%) Apache Flume
1 2 (1.19%) HDFS
Systems Management
1 8 (4.76%) HP Quality Center
2 2 (1.19%) Ambari
2 2 (1.19%) Hadoop YARN
2 2 (1.19%) Oozie
Vendors
1 65 (38.69%) Oracle
2 48 (28.57%) Cognos
3 37 (22.02%) Talend
4 31 (18.45%) Informatica
5 28 (16.67%) Teradata
6 17 (10.12%) Tableau
7 14 (8.33%) Microsoft
8 6 (3.57%) Google
9 2 (1.19%) Splunk
10 1 (0.60%) Ab Initio
10 1 (0.60%) Hyperion
10 1 (0.60%) Pega
10 1 (0.60%) SAP
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