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 22 May 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
22 May 2015
Same period 2014 Same period 2013
Extract, Transform and Load (ETL)
Rank 46 65 70
Rank change year-on-year
+19 +5
Permanent jobs citing ETL 50 49 24
As % of all permanent IT jobs located in Edinburgh 3.84% 3.12% 2.21%
As % of the Processes & Methodologies category 4.46% 3.64% 2.74%
Number of salaries quoted 39 28 13
Average salary £45,000 £58,750 £40,000
Average salary % change year-on-year
-23.40% +46.87%
90% offered a salary of more than £44,000 £42,250 £35,500
10% offered a salary of more than £60,000 £95,000 £53,700
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
1122 1348 876
As % of all permanent IT jobs located in Edinburgh 86.24% 85.70% 80.51%
Number of salaries quoted 669 874 517
Average salary £45,000 £43,000 £42,500
Average salary % change year-on-year
+4.65% +1.17%
90% offered a salary of more than £32,500 £30,000 £29,000
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London average salary £44,485 £42,500 £40,000
% change year-on-year
+4.66% +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 22 May 2015.

ETL Salary Histogram in Edinburgh

ETL
Top 30 Related IT Skills in Edinburgh

For the 6 months to 22 May 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 60 (65.22%) Business Intelligence
2 43 (46.74%) Data Modelling
3 40 (43.48%) Data Warehouse
4 39 (42.39%) Finance
5 36 (39.13%) SQL
5 36 (39.13%) Business Objects
6 35 (38.04%) Oracle
7 34 (36.96%) Project Management
8 31 (33.70%) SAP
9 30 (32.61%) Degree
10 26 (28.26%) BusinessObjects
10 26 (28.26%) SAP BW
11 25 (27.17%) NetWeaver
11 25 (27.17%) SAP BI
11 25 (27.17%) SLA
11 25 (27.17%) ABAP
11 25 (27.17%) Integration Testing
12 24 (26.09%) Informatica
13 20 (21.74%) SAS
14 18 (19.57%) SQL Server
15 14 (15.22%) Agile Software Development
16 13 (14.13%) Teradata
16 13 (14.13%) PL/SQL
17 12 (13.04%) Microsoft
18 11 (11.96%) QlikView
19 10 (10.87%) Analytical Skills
19 10 (10.87%) Data Mining
19 10 (10.87%) MS Excel
20 9 (9.78%) Performance Tuning
20 9 (9.78%) Oracle BI EE

ETL
Top Related IT Skills in Edinburgh by Category

For the 6 months to 22 May 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 25 (27.17%) NetWeaver
2 20 (21.74%) SAS
3 4 (4.35%) JBoss
3 4 (4.35%) Apache
4 3 (3.26%) Tomcat
5 1 (1.09%) WebSphere
5 1 (1.09%) SharePoint
5 1 (1.09%) PowerExchange
Applications
1 10 (10.87%) MS Excel
2 5 (5.43%) SPSS
Business Applications
1 7 (7.61%) Markit EDM
2 4 (4.35%) Oracle 11i
3 3 (3.26%) thinkFolio
3 3 (3.26%) LatentZero
3 3 (3.26%) Oracle EBS
Database & Business Intelligence
1 40 (43.48%) Data Warehouse
2 26 (28.26%) BusinessObjects
2 26 (28.26%) SAP BW
3 25 (27.17%) SAP BI
4 18 (19.57%) SQL Server
5 11 (11.96%) QlikView
6 10 (10.87%) Data Mining
7 9 (9.78%) Oracle BI EE
8 8 (8.70%) Oracle Database
8 8 (8.70%) Big Data
8 8 (8.70%) Oracle Database 10g
9 7 (7.61%) Oracle OWB
9 7 (7.61%) Oracle ODI
10 6 (6.52%) Relational Database
11 5 (5.43%) PowerCenter
12 4 (4.35%) Spotfire
12 4 (4.35%) Base SAS
12 4 (4.35%) SQL Server Integration Services
13 3 (3.26%) Enterprise Data Warehouse
13 3 (3.26%) SQL Server Analysis Services
Development Applications
1 2 (2.17%) Oracle APEX
2 1 (1.09%) Cucumber
2 1 (1.09%) SpecFlow
2 1 (1.09%) MSBuild
2 1 (1.09%) GitLab
2 1 (1.09%) Selenium
2 1 (1.09%) FitNesse
2 1 (1.09%) WatiN
2 1 (1.09%) TeamCity
2 1 (1.09%) Git (software)
2 1 (1.09%) Subversion
2 1 (1.09%) ERwin
2 1 (1.09%) TestDirector
2 1 (1.09%) QuickTest Pro
2 1 (1.09%) Visual Studio
General
1 39 (42.39%) Finance
2 8 (8.70%) Banking
3 4 (4.35%) Retail
4 3 (3.26%) Front Office
5 1 (1.09%) Marketing
5 1 (1.09%) Telecoms
5 1 (1.09%) Financial Institution
Job Titles
1 35 (38.04%) Consultant
2 29 (31.52%) Business Intelligence Consultant
3 24 (26.09%) Business Consultant
4 23 (25.00%) SAP Consultant
4 23 (25.00%) SAP BI Consultant
5 22 (23.91%) SAP Business Consultant
6 16 (17.39%) Analyst
7 9 (9.78%) Architect
8 8 (8.70%) Data Architect
8 8 (8.70%) Test Analyst
8 8 (8.70%) Developer
9 5 (5.43%) Programmer
10 4 (4.35%) Senior Developer
10 4 (4.35%) Informatica Consultant
10 4 (4.35%) SAS Programmer
10 4 (4.35%) Data Manager
10 4 (4.35%) Test Leader
10 4 (4.35%) Data Analytics Manager
11 3 (3.26%) Oracle Data Warehouse Developer
11 3 (3.26%) Senior Data Warehouse Developer
Libraries, Frameworks & Software Standards
1 4 (4.35%) .NET
1 4 (4.35%) Web Services
2 3 (3.26%) Regular Expression
2 3 (3.26%) SOAP
3 2 (2.17%) XML
3 2 (2.17%) XSD
3 2 (2.17%) XSLT
3 2 (2.17%) Middleware
4 1 (1.09%) Entity Framework
4 1 (1.09%) LINQ to SQL
4 1 (1.09%) REST
4 1 (1.09%) HTML5
4 1 (1.09%) AngularJS
4 1 (1.09%) Twitter Bootstrap
4 1 (1.09%) KnockoutJS
4 1 (1.09%) ASP.NET Web Forms
4 1 (1.09%) .NET Framework
4 1 (1.09%) NHibernate
4 1 (1.09%) WebSphere Message Broker
4 1 (1.09%) jQuery
Miscellaneous
1 10 (10.87%) Analytical Skills
2 5 (5.43%) Data Integration
3 4 (4.35%) Visualisation
4 3 (3.26%) Computer Science
5 1 (1.09%) Social Media
5 1 (1.09%) Statistics
5 1 (1.09%) Web 2.0
5 1 (1.09%) Credit Risk
5 1 (1.09%) Mathematics
5 1 (1.09%) Reference Data
5 1 (1.09%) Economics
5 1 (1.09%) Management Information System
Operating Systems
1 4 (4.35%) Linux
2 3 (3.26%) UNIX
3 2 (2.17%) Solaris
Processes & Methodologies
1 60 (65.22%) Business Intelligence
2 43 (46.74%) Data Modelling
3 34 (36.96%) Project Management
4 25 (27.17%) Integration Testing
5 14 (15.22%) Agile Software Development
6 9 (9.78%) Performance Tuning
7 8 (8.70%) Software Testing
7 8 (8.70%) Information Architecture
7 8 (8.70%) Analytics
8 7 (7.61%) Data Management
8 7 (7.61%) Data Analytics
8 7 (7.61%) Test Strategy
8 7 (7.61%) Logical Data Model
8 7 (7.61%) Physical Data Model
8 7 (7.61%) Data Architecture
9 5 (5.43%) Investment Management
9 5 (5.43%) Test Scripting
9 5 (5.43%) ERP
10 4 (4.35%) CRM
10 4 (4.35%) Migration
Programming Languages
1 36 (39.13%) SQL
2 25 (27.17%) ABAP
3 13 (14.13%) PL/SQL
4 5 (5.43%) Perl
5 4 (4.35%) C#
6 3 (3.26%) sed
6 3 (3.26%) Python
7 2 (2.17%) Shell Script
7 2 (2.17%) SAS Macro
8 1 (1.09%) JavaScript
8 1 (1.09%) VBA
8 1 (1.09%) T-SQL
8 1 (1.09%) VB.NET
Qualifications
1 30 (32.61%) Degree
2 3 (3.26%) ISEB
3 2 (2.17%) ISTQB
Quality Assurance & Compliance
1 25 (27.17%) SLA
2 5 (5.43%) Data Quality
3 3 (3.26%) QA
Systems Management
1 1 (1.09%) HP Quality Center
Vendors
1 36 (39.13%) Business Objects
2 35 (38.04%) Oracle
3 31 (33.70%) SAP
4 24 (26.09%) Informatica
5 13 (14.13%) Teradata
6 12 (13.04%) Microsoft
7 7 (7.61%) Charles River
8 4 (4.35%) Tableau
9 3 (3.26%) Cognos
9 3 (3.26%) PeopleSoft
10 2 (2.17%) Siebel
11 1 (1.09%) HP
11 1 (1.09%) TIBCO
11 1 (1.09%) Salesforce.com
11 1 (1.09%) MicroStrategy
11 1 (1.09%) Sybase
Edinburgh, Midlothian
Harrington Starr
Posted: 2 days ago
Edinburgh, Midlothian
Harvey Nash plc
Salary: £ DOE very competitive
Posted: 4 days ago
London AND Edinburgh
KnownFour
Salary: £0 - £50,000 per year
Posted: 16 days ago
Edinburgh OR London
KnownFour
Salary: £0 - £50,000 per year
Posted: 17 days ago
Edinburgh
Churchill Frank
Salary: £40000 - £45000 per annum + Bonus + Pension + Benefits
Posted: 19 days ago
Edinburgh
Churchill Frank
Salary: £40000 - £45000 per annum + Flexible Benefits
Posted: 26 days ago