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 6 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
6 Jul 2015
Same period 2014 Same period 2013
Extract, Transform and Load (ETL)
Rank 58 77 53
Rank change year-on-year
+19 -24
Permanent jobs citing ETL 42 34 41
As % of all permanent IT jobs located in Edinburgh 2.93% 2.19% 3.53%
As % of the Processes & Methodologies category 3.34% 2.52% 4.17%
Number of salaries quoted 32 25 30
Average salary £48,750 £52,500 £52,500
Average salary % change year-on-year
-7.14% -
90% offered a salary of more than £44,000 £33,300 £39,900
10% offered a salary of more than £59,800 £89,000 £55,600
UK excluding London average salary £45,000 £44,000 £44,000
% change year-on-year
+2.27% -
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
1257 1349 983
As % of all permanent IT jobs located in Edinburgh 87.72% 86.75% 84.60%
Number of salaries quoted 788 880 593
Average salary £45,000 £43,500 £42,500
Average salary % change year-on-year
+3.44% +2.35%
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £62,500 £57,500 £60,000
UK excluding London average salary £44,500 £42,500 £40,000
% change year-on-year
+4.70% +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 6 July 2015.

ETL Salary Histogram in Edinburgh

ETL
Top 30 Related IT Skills in Edinburgh

For the 6 months to 6 July 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 54 (63.53%) Business Intelligence
2 39 (45.88%) Data Warehouse
3 37 (43.53%) Data Modelling
3 37 (43.53%) Finance
4 34 (40.00%) SQL
5 31 (36.47%) Oracle
5 31 (36.47%) Business Objects
6 30 (35.29%) Project Management
7 24 (28.24%) SAP
7 24 (28.24%) Degree
8 23 (27.06%) Informatica
9 20 (23.53%) BusinessObjects
10 19 (22.35%) SAP BW
10 19 (22.35%) NetWeaver
10 19 (22.35%) SAP BI
10 19 (22.35%) SLA
10 19 (22.35%) ABAP
10 19 (22.35%) Integration Testing
11 18 (21.18%) SAS
12 17 (20.00%) SQL Server
12 17 (20.00%) Agile Software Development
13 13 (15.29%) MS Excel
14 12 (14.12%) Microsoft
14 12 (14.12%) Teradata
14 12 (14.12%) Analytical Skills
15 11 (12.94%) QlikView
16 10 (11.76%) Analytics
16 10 (11.76%) Banking
16 10 (11.76%) PL/SQL
17 9 (10.59%) Relational Database

ETL
Top Related IT Skills in Edinburgh by Category

For the 6 months to 6 July 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 19 (22.35%) NetWeaver
2 18 (21.18%) SAS
3 5 (5.88%) Apache
4 3 (3.53%) Tomcat
4 3 (3.53%) JBoss
5 2 (2.35%) SharePoint
5 2 (2.35%) SharePoint 2010
5 2 (2.35%) Apache Pig
5 2 (2.35%) SharePoint 2013
6 1 (1.18%) PowerExchange
6 1 (1.18%) WebSphere
Applications
1 13 (15.29%) MS Excel
2 7 (8.24%) SPSS
Business Applications
1 8 (9.41%) Markit EDM
2 3 (3.53%) LatentZero
2 3 (3.53%) thinkFolio
3 1 (1.18%) Oracle 11i
3 1 (1.18%) Oracle EBS
Cloud Services
1 3 (3.53%) Amazon EC2
1 3 (3.53%) Amazon AWS
2 2 (2.35%) Amazon EMR
2 2 (2.35%) Cloud Computing
3 1 (1.18%) Microsoft Azure
Database & Business Intelligence
1 39 (45.88%) Data Warehouse
2 20 (23.53%) BusinessObjects
3 19 (22.35%) SAP BW
3 19 (22.35%) SAP BI
4 17 (20.00%) SQL Server
5 11 (12.94%) QlikView
6 9 (10.59%) Big Data
6 9 (10.59%) Relational Database
7 8 (9.41%) Data Mining
8 7 (8.24%) Oracle BI EE
9 6 (7.06%) SQL Server Analysis Services
9 6 (7.06%) SQL Server Integration Services
10 5 (5.88%) PowerCenter
10 5 (5.88%) Oracle OWB
10 5 (5.88%) SQL Server Reporting Services
10 5 (5.88%) Oracle Database 10g
10 5 (5.88%) Oracle Database
10 5 (5.88%) Oracle ODI
11 4 (4.71%) Spotfire
11 4 (4.71%) Hadoop
Development Applications
1 5 (5.88%) Talend Open Studio
2 2 (2.35%) Git (software)
2 2 (2.35%) SQL Server Management Studio (SSMS)
2 2 (2.35%) Oracle APEX
3 1 (1.18%) FitNesse
3 1 (1.18%) TestDirector
3 1 (1.18%) HP UFT
General
1 37 (43.53%) Finance
2 10 (11.76%) Banking
3 6 (7.06%) Retail
4 4 (4.71%) Front Office
5 1 (1.18%) Telecoms
5 1 (1.18%) Financial Institution
5 1 (1.18%) Marketing
Job Titles
1 30 (35.29%) Consultant
2 22 (25.88%) Business Intelligence Consultant
3 19 (22.35%) Business Consultant
4 18 (21.18%) SAP BI Consultant
4 18 (21.18%) SAP Business Consultant
4 18 (21.18%) SAP Consultant
5 13 (15.29%) Analyst
6 12 (14.12%) Developer
7 11 (12.94%) Architect
8 10 (11.76%) Data Architect
9 9 (10.59%) Test Analyst
10 5 (5.88%) Data Manager
11 4 (4.71%) Senior Developer
11 4 (4.71%) Informatica Consultant
11 4 (4.71%) Test Leader
11 4 (4.71%) Data Analytics Manager
12 3 (3.53%) Oracle Data Warehouse Developer
12 3 (3.53%) Senior Data Warehouse Developer
12 3 (3.53%) Senior Oracle Data Warehouse Developer
12 3 (3.53%) Data Warehouse Developer
Libraries, Frameworks & Software Standards
1 5 (5.88%) Web Services
2 3 (3.53%) .NET
2 3 (3.53%) Regular Expression
3 2 (2.35%) MLlib
3 2 (2.35%) SOAP
3 2 (2.35%) Middleware
3 2 (2.35%) MDX
4 1 (1.18%) WebSphere Message Broker
4 1 (1.18%) REST
4 1 (1.18%) XML
4 1 (1.18%) XSD
4 1 (1.18%) XSLT
4 1 (1.18%) JMS
Miscellaneous
1 12 (14.12%) Analytical Skills
2 8 (9.41%) Data Integration
2 8 (9.41%) Visualisation
3 3 (3.53%) Computer Science
4 2 (2.35%) Credit Risk
4 2 (2.35%) Management Information System
5 1 (1.18%) Economics
5 1 (1.18%) Web 2.0
5 1 (1.18%) Statistics
5 1 (1.18%) Mathematics
Operating Systems
1 5 (5.88%) Linux
2 3 (3.53%) UNIX
3 2 (2.35%) Solaris
Processes & Methodologies
1 54 (63.53%) Business Intelligence
2 37 (43.53%) Data Modelling
3 30 (35.29%) Project Management
4 19 (22.35%) Integration Testing
5 17 (20.00%) Agile Software Development
6 10 (11.76%) Analytics
7 9 (10.59%) Software Testing
8 8 (9.41%) Information Architecture
9 7 (8.24%) Data Architecture
9 7 (8.24%) Data Analytics
9 7 (8.24%) Inmon Methodology
9 7 (8.24%) Logical Data Model
9 7 (8.24%) Physical Data Model
10 6 (7.06%) ETL Development
10 6 (7.06%) Kimball Methodology
10 6 (7.06%) Performance Tuning
10 6 (7.06%) Test Strategy
10 6 (7.06%) Investment Management
10 6 (7.06%) Data Migration
10 6 (7.06%) Data Management
Programming Languages
1 34 (40.00%) SQL
2 19 (22.35%) ABAP
3 10 (11.76%) PL/SQL
4 7 (8.24%) Perl
5 5 (5.88%) Python
6 3 (3.53%) R
6 3 (3.53%) sed
6 3 (3.53%) C#
7 2 (2.35%) Java
7 2 (2.35%) PHP
7 2 (2.35%) VBA
7 2 (2.35%) T-SQL
7 2 (2.35%) Shell Script
8 1 (1.18%) VB.NET
8 1 (1.18%) JavaScript
Qualifications
1 24 (28.24%) Degree
2 2 (2.35%) PRINCE2 Practitioner
2 2 (2.35%) Security Cleared
2 2 (2.35%) ISEB
3 1 (1.18%) ISTQB
3 1 (1.18%) HNC
3 1 (1.18%) HND
Quality Assurance & Compliance
1 19 (22.35%) SLA
2 5 (5.88%) Data Quality
3 3 (3.53%) QA
System Software
1 2 (2.35%) Apache Flume
2 1 (1.18%) HDFS
2 1 (1.18%) GPFS
Systems Management
1 2 (2.35%) Opscode Chef
2 1 (1.18%) HP Quality Center
Vendors
1 31 (36.47%) Oracle
1 31 (36.47%) Business Objects
2 24 (28.24%) SAP
3 23 (27.06%) Informatica
4 12 (14.12%) Microsoft
4 12 (14.12%) Teradata
5 8 (9.41%) Charles River
6 7 (8.24%) Cognos
7 5 (5.88%) Talend
8 4 (4.71%) Tableau
8 4 (4.71%) MicroStrategy
9 2 (2.35%) PeopleSoft
9 2 (2.35%) Vertica
9 2 (2.35%) Netezza
9 2 (2.35%) Greenplum
10 1 (1.18%) Siebel
10 1 (1.18%) Salesforce.com
10 1 (1.18%) HP
Edinburgh, Midlothian
Head Resourcing
Salary: £40000 - £50000 per annum
Posted: 4 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £40k-£55k+benefits, progession +package
Posted: 4 days ago
Edinburgh
Tata Consultancy services
Salary: £70,000 - £90,000 per year
Posted: 4 days ago
Edinburgh
Net Talent
Salary: £30000 - £50000 per annum + Excellent benefits
Posted: 14 days ago
Edinburgh
Tata Consultancy services
Salary: £70,000 - £90,000 per year
Posted: 18 days ago
Edinburgh
Churchill Frank
Salary: £35000 - £45000 per annum + Pension + Bonus + Training
Posted: 21 days ago