The table below looks at the statistics for ETL skills in IT jobs advertised for the Edinburgh region. Included is a guide to the average salaries offered in IT jobs that have cited ETL over the 3 months to 20 April 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
20 Apr 2015
Same period 2014 Same period 2013
Extract, Transform and Load (ETL)
Rank 55 51 57
Rank change year-on-year
-4 +6
Permanent jobs citing ETL 47 69 28
As % of all permanent IT jobs located in Edinburgh 3.44% 4.14% 2.54%
As % of the Processes & Methodologies category 3.99% 4.87% 3.23%
Number of salaries quoted 37 39 15
Average salary £45,000 £57,500 £40,000
Average salary % change year-on-year
-21.73% +43.75%
90% offered a salary of more than £41,500 £41,200 £36,000
10% offered a salary of more than £67,500 £95,000 £50,900
UK excluding London average salary £45,000 £45,000 £45,000
ETL
Scotland

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Edinburgh region.

Processes & Methodologies Category
Edinburgh
Permanent IT job ads with a match in the
Processes & Methodologies category
1179 1418 868
As % of all permanent IT jobs located in Edinburgh 86.37% 85.11% 78.84%
Number of salaries quoted 686 924 501
Average salary £45,000 £42,500 £44,000
Average salary % change year-on-year
+5.88% -3.40%
90% offered a salary of more than £32,500 £29,000 £28,000
10% offered a salary of more than £60,000 £65,000 £60,000
UK excluding London average salary £44,000 £42,500 £40,000
% change year-on-year
+3.52% +6.25%

ETL
Jobs Demand Trend in Edinburgh

This chart provides a 3-month moving total of permanent IT jobs citing ETL across the Edinburgh region as a proportion of the total demand within the Processes & Methodologies category.

ETL Jobs Demand Trend in Edinburgh

ETL
Salary Trend in Edinburgh

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ETL across the Edinburgh region.

ETL Salary Trend in Edinburgh

ETL
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing ETL across the Edinburgh region over the 3 months to 20 April 2015.

ETL Salary Histogram in Edinburgh

ETL
Top 30 Related IT Skills in Edinburgh

For the 6 months to 20 April 2015, IT jobs across the Edinburgh region citing ETL 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 ETL.

1 59 (70.24%) Business Intelligence
2 37 (44.05%) Data Warehouse
3 35 (41.67%) Data Modelling
4 34 (40.48%) SQL
4 34 (40.48%) Oracle
4 34 (40.48%) Business Objects
4 34 (40.48%) Finance
5 26 (30.95%) Degree
6 25 (29.76%) SAP
7 23 (27.38%) SAP BW
7 23 (27.38%) Project Management
8 22 (26.19%) Informatica
9 21 (25.00%) BusinessObjects
9 21 (25.00%) NetWeaver
9 21 (25.00%) SLA
9 21 (25.00%) ABAP
9 21 (25.00%) SAP BI
9 21 (25.00%) Integration Testing
10 20 (23.81%) SAS
11 17 (20.24%) SQL Server
12 16 (19.05%) Teradata
13 14 (16.67%) PL/SQL
14 11 (13.10%) Data Mining
14 11 (13.10%) QlikView
15 10 (11.90%) Performance Tuning
15 10 (11.90%) Microsoft
15 10 (11.90%) Banking
16 9 (10.71%) Oracle Database 10g
16 9 (10.71%) Oracle Database
17 8 (9.52%) Analytical Skills

ETL
Top Related IT Skills in Edinburgh by Category

For the 6 months to 20 April 2015, IT jobs across the Edinburgh region citing ETL 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 ETL. Up to 20 skills are shown per category.

Application Platforms
1 21 (25.00%) NetWeaver
2 20 (23.81%) SAS
3 5 (5.95%) JBoss
3 5 (5.95%) Apache
4 4 (4.76%) Tomcat
5 3 (3.57%) SharePoint
6 2 (2.38%) WebSphere
7 1 (1.19%) PowerExchange
Applications
1 8 (9.52%) MS Excel
2 4 (4.76%) SPSS
Business Applications
1 6 (7.14%) Oracle 11i
2 4 (4.76%) Oracle EBS
3 2 (2.38%) Cognos Business Intelligence
4 1 (1.19%) Markit EDM
Database & Business Intelligence
1 37 (44.05%) Data Warehouse
2 23 (27.38%) SAP BW
3 21 (25.00%) SAP BI
3 21 (25.00%) BusinessObjects
4 17 (20.24%) SQL Server
5 11 (13.10%) Data Mining
5 11 (13.10%) QlikView
6 9 (10.71%) Oracle Database
6 9 (10.71%) Oracle Database 10g
7 8 (9.52%) Big Data
7 8 (9.52%) Oracle BI EE
8 7 (8.33%) Relational Database
9 6 (7.14%) Oracle ODI
9 6 (7.14%) PowerCenter
9 6 (7.14%) SQL Server Integration Services
9 6 (7.14%) Oracle OWB
10 4 (4.76%) SQL Server Reporting Services
10 4 (4.76%) SQL Server Analysis Services
10 4 (4.76%) Base SAS
11 2 (2.38%) SQL Server 2008
Development Applications
1 2 (2.38%) Oracle APEX
1 2 (2.38%) ERwin
2 1 (1.19%) Subversion
2 1 (1.19%) Visual Studio
2 1 (1.19%) TestDirector
2 1 (1.19%) Selenium
2 1 (1.19%) TeamCity
2 1 (1.19%) Git (software)
2 1 (1.19%) WatiN
2 1 (1.19%) Cucumber
2 1 (1.19%) MSBuild
2 1 (1.19%) SpecFlow
2 1 (1.19%) GitLab
General
1 34 (40.48%) Finance
2 10 (11.90%) Banking
3 4 (4.76%) Retail
4 1 (1.19%) Telecoms
Job Titles
1 34 (40.48%) Consultant
2 27 (32.14%) Business Intelligence Consultant
3 20 (23.81%) Business Consultant
4 19 (22.62%) SAP Consultant
4 19 (22.62%) SAP BI Consultant
5 18 (21.43%) SAP Business Consultant
6 13 (15.48%) Analyst
7 10 (11.90%) Developer
8 9 (10.71%) Architect
9 8 (9.52%) Data Architect
10 7 (8.33%) Programmer
11 5 (5.95%) Analyst Programmer
11 5 (5.95%) Informatica Consultant
12 4 (4.76%) SAS Programmer
13 3 (3.57%) Senior Developer
13 3 (3.57%) Support Engineer
13 3 (3.57%) Oracle Consultant
13 3 (3.57%) SAS Analyst
13 3 (3.57%) SAS Analyst Programmer
13 3 (3.57%) Test Leader
Libraries, Frameworks & Software Standards
1 5 (5.95%) .NET
2 4 (4.76%) Web Services
3 3 (3.57%) SOAP
3 3 (3.57%) Regular Expression
4 2 (2.38%) XML
4 2 (2.38%) XSD
4 2 (2.38%) XSLT
4 2 (2.38%) Middleware
5 1 (1.19%) NHibernate
5 1 (1.19%) .NET Framework
5 1 (1.19%) LINQ
5 1 (1.19%) WebSphere Message Broker
5 1 (1.19%) jQuery
5 1 (1.19%) HTML5
5 1 (1.19%) Entity Framework
5 1 (1.19%) LINQ to SQL
5 1 (1.19%) REST
5 1 (1.19%) JMS
5 1 (1.19%) HTML
5 1 (1.19%) ASP.NET
Miscellaneous
1 8 (9.52%) Analytical Skills
2 3 (3.57%) Data Integration
3 2 (2.38%) Visualisation
3 2 (2.38%) Social Media
3 2 (2.38%) Computer Science
3 2 (2.38%) Credit Risk
3 2 (2.38%) Reference Data
4 1 (1.19%) Management Information System
4 1 (1.19%) Web 2.0
4 1 (1.19%) Statistics
Operating Systems
1 5 (5.95%) Linux
2 4 (4.76%) UNIX
3 2 (2.38%) Solaris
4 1 (1.19%) Windows
Processes & Methodologies
1 59 (70.24%) Business Intelligence
2 35 (41.67%) Data Modelling
3 23 (27.38%) Project Management
4 21 (25.00%) Integration Testing
5 10 (11.90%) Performance Tuning
6 8 (9.52%) Information Architecture
6 8 (9.52%) Agile Software Development
7 7 (8.33%) Data Management
7 7 (8.33%) Stakeholder Management
7 7 (8.33%) Kimball Methodology
8 6 (7.14%) Analytics
8 6 (7.14%) Test Strategy
8 6 (7.14%) Logical Data Model
8 6 (7.14%) Physical Data Model
9 5 (5.95%) Data Architecture
9 5 (5.95%) Inmon Methodology
9 5 (5.95%) Migration
9 5 (5.95%) CRM
9 5 (5.95%) Dimensional Modelling
10 4 (4.76%) Test Scripting
Programming Languages
1 34 (40.48%) SQL
2 21 (25.00%) ABAP
3 14 (16.67%) PL/SQL
4 4 (4.76%) Perl
5 3 (3.57%) C#
5 3 (3.57%) Python
5 3 (3.57%) sed
6 2 (2.38%) VB.NET
6 2 (2.38%) Shell Script
6 2 (2.38%) SAS Macro
6 2 (2.38%) VBA
6 2 (2.38%) T-SQL
7 1 (1.19%) VB
7 1 (1.19%) Java
7 1 (1.19%) JavaScript
Qualifications
1 26 (30.95%) Degree
2 3 (3.57%) ISEB
3 2 (2.38%) ISTQB
Quality Assurance & Compliance
1 21 (25.00%) SLA
2 6 (7.14%) Data Quality
3 2 (2.38%) QA
Systems Management
1 1 (1.19%) HP Quality Center
Vendors
1 34 (40.48%) Oracle
1 34 (40.48%) Business Objects
2 25 (29.76%) SAP
3 22 (26.19%) Informatica
4 16 (19.05%) Teradata
5 10 (11.90%) Microsoft
6 5 (5.95%) Cognos
7 3 (3.57%) PeopleSoft
7 3 (3.57%) Tableau
8 2 (2.38%) Sybase
8 2 (2.38%) Siebel
9 1 (1.19%) HP
9 1 (1.19%) Hyland
9 1 (1.19%) Salesforce.com
9 1 (1.19%) TIBCO
9 1 (1.19%) Charles River
Edinburgh
Churchill Frank
Salary: £40000 - £45000 per annum + Flexible Benefits
Posted: 13 hours ago
Edinburgh, Midlothian
PwC
Salary: Competitive + Benefits
Posted: Yesterday
Edinburgh, Midlothian
Head Resourcing
Salary: £40000 - £50000 per annum + benefits
Posted: 3 days ago
Edinburgh
Nigel Frank International Limited - Newcastle
Salary: £30000 - £45000 per annum + Excellent Bonus, Benefits & Training
Posted: 4 days ago
Edinburgh, Midlothian
Strike IT Services
Salary: BONUS + BENEFITS
Posted: 5 days ago
Edinburgh, Midlothian
The People Network
Salary: £50000 - £60000 per annum + Bonus, Pension, Health
Posted: 6 days ago
Edinburgh, Midlothian
PwC
Salary: Competitive plus benefits
Posted: 11 days ago