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

Location
3 months to
28 Jul 2015
Same period 2014 Same period 2013
Extract, Transform and Load (ETL)
Rank 75 84 47
Rank change year-on-year
+9 -37
Permanent jobs citing ETL 31 23 53
As % of all permanent IT jobs located in Edinburgh 2.14% 1.53% 4.39%
As % of the Processes & Methodologies category 2.41% 1.79% 5.14%
Number of salaries quoted 23 21 39
Average salary £50,000 £40,000 £52,500
Average salary % change year-on-year
+25.00% -23.80%
90% offered a salary of more than £44,000 £32,500 £39,800
10% offered a salary of more than £79,500 £70,000 £55,700
UK excluding London average salary £46,000 £45,000 £45,000
% change year-on-year
+2.22% -
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
1286 1286 1031
As % of all permanent IT jobs located in Edinburgh 88.81% 85.62% 85.35%
Number of salaries quoted 822 848 648
Average salary £45,000 £42,500 £42,500
Average salary % change year-on-year
+5.88% -
90% offered a salary of more than £32,000 £30,000 £30,000
10% offered a salary of more than £65,000 £60,000 £60,000
UK excluding London average salary £44,500 £42,500 £41,000
% change year-on-year
+4.70% +3.65%

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 28 July 2015.

ETL Salary Histogram in Edinburgh

ETL
Top 30 Related IT Skills in Edinburgh

For the 6 months to 28 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 55 (65.48%) Business Intelligence
2 43 (51.19%) Data Warehouse
3 40 (47.62%) Finance
4 35 (41.67%) Oracle
5 34 (40.48%) SQL
5 34 (40.48%) Data Modelling
6 27 (32.14%) BusinessObjects
6 27 (32.14%) Informatica
7 25 (29.76%) Project Management
8 21 (25.00%) SAS
9 19 (22.62%) SAP
10 18 (21.43%) Degree
11 17 (20.24%) Agile Software Development
12 16 (19.05%) Teradata
12 16 (19.05%) SQL Server
12 16 (19.05%) Analytical Skills
13 14 (16.67%) Integration Testing
13 14 (16.67%) ABAP
13 14 (16.67%) SAP BI
13 14 (16.67%) SAP BW
13 14 (16.67%) NetWeaver
13 14 (16.67%) SLA
14 13 (15.48%) Banking
14 13 (15.48%) MS Excel
14 13 (15.48%) Analytics
15 12 (14.29%) Big Data
15 12 (14.29%) QlikView
16 11 (13.10%) Microsoft
16 11 (13.10%) Cognos
17 10 (11.90%) SPSS

ETL
Top Related IT Skills in Edinburgh by Category

For the 6 months to 28 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 21 (25.00%) SAS
2 14 (16.67%) NetWeaver
3 7 (8.33%) Apache
4 5 (5.95%) Apache Pig
5 2 (2.38%) Tomcat
5 2 (2.38%) JBoss
5 2 (2.38%) SharePoint
5 2 (2.38%) PowerExchange
5 2 (2.38%) SharePoint 2013
5 2 (2.38%) SharePoint 2010
6 1 (1.19%) WebSphere
Applications
1 13 (15.48%) MS Excel
2 10 (11.90%) SPSS
Business Applications
1 8 (9.52%) Markit EDM
2 3 (3.57%) thinkFolio
2 3 (3.57%) LatentZero
3 1 (1.19%) Oracle EBS
3 1 (1.19%) Oracle 11i
Cloud Services
1 6 (7.14%) Amazon EC2
1 6 (7.14%) Amazon AWS
2 5 (5.95%) Amazon EMR
2 5 (5.95%) Cloud Computing
3 1 (1.19%) Microsoft Azure
Database & Business Intelligence
1 43 (51.19%) Data Warehouse
2 27 (32.14%) BusinessObjects
3 16 (19.05%) SQL Server
4 14 (16.67%) SAP BI
4 14 (16.67%) SAP BW
5 12 (14.29%) Big Data
5 12 (14.29%) QlikView
6 10 (11.90%) Relational Database
7 8 (9.52%) Data Mining
8 7 (8.33%) MongoDB
8 7 (8.33%) NoSQL
8 7 (8.33%) SQL Server Analysis Services
8 7 (8.33%) Hadoop
8 7 (8.33%) Oracle BI EE
8 7 (8.33%) SQL Server Integration Services
9 6 (7.14%) SQL Server Reporting Services
9 6 (7.14%) Oracle OWB
9 6 (7.14%) DB2
9 6 (7.14%) PowerCenter
9 6 (7.14%) Pentaho
Development Applications
1 10 (11.90%) Talend Open Studio
2 2 (2.38%) Git (software)
2 2 (2.38%) SQL Server Management Studio (SSMS)
3 1 (1.19%) FitNesse
3 1 (1.19%) TestDirector
3 1 (1.19%) HP UFT
3 1 (1.19%) Oracle Forms
General
1 40 (47.62%) Finance
2 13 (15.48%) Banking
3 6 (7.14%) Retail
4 4 (4.76%) Front Office
5 1 (1.19%) Marketing
5 1 (1.19%) Financial Institution
5 1 (1.19%) Telecoms
Job Titles
1 27 (32.14%) Consultant
2 18 (21.43%) Business Intelligence Consultant
3 14 (16.67%) SAP Business Consultant
3 14 (16.67%) SAP BI Consultant
3 14 (16.67%) Architect
3 14 (16.67%) SAP Consultant
3 14 (16.67%) Business Consultant
4 13 (15.48%) Data Architect
4 13 (15.48%) Analyst
5 12 (14.29%) Developer
6 9 (10.71%) Test Analyst
7 5 (5.95%) Big Data Architect
7 5 (5.95%) Solutions Architect
7 5 (5.95%) Senior Developer
7 5 (5.95%) Informatica Consultant
7 5 (5.95%) Data Manager
8 4 (4.76%) Senior Data Warehouse Developer
8 4 (4.76%) Data Warehouse Developer
8 4 (4.76%) Test Leader
8 4 (4.76%) Data Analytics Manager
Libraries, Frameworks & Software Standards
1 7 (8.33%) Web Services
2 5 (5.95%) MLlib
3 2 (2.38%) SOAP
3 2 (2.38%) MDX
3 2 (2.38%) Regular Expression
4 1 (1.19%) REST
4 1 (1.19%) WebSphere Message Broker
4 1 (1.19%) Middleware
4 1 (1.19%) JMS
4 1 (1.19%) XML
4 1 (1.19%) XSD
4 1 (1.19%) XSLT
Miscellaneous
1 16 (19.05%) Analytical Skills
2 9 (10.71%) Visualisation
3 8 (9.52%) Data Integration
4 2 (2.38%) Management Information System
4 2 (2.38%) Computer Science
4 2 (2.38%) Credit Risk
5 1 (1.19%) User Experience
5 1 (1.19%) Mathematics
5 1 (1.19%) Statistics
5 1 (1.19%) Economics
Operating Systems
1 7 (8.33%) Linux
2 2 (2.38%) UNIX
3 1 (1.19%) Solaris
Processes & Methodologies
1 55 (65.48%) Business Intelligence
2 34 (40.48%) Data Modelling
3 25 (29.76%) Project Management
4 17 (20.24%) Agile Software Development
5 14 (16.67%) Integration Testing
6 13 (15.48%) Analytics
7 10 (11.90%) Migration
7 10 (11.90%) Data Migration
8 9 (10.71%) Software Testing
9 8 (9.52%) Information Architecture
9 8 (9.52%) Performance Tuning
10 7 (8.33%) Data Analytics
10 7 (8.33%) Logical Data Model
10 7 (8.33%) Physical Data Model
10 7 (8.33%) Inmon Methodology
10 7 (8.33%) Data Architecture
10 7 (8.33%) Data Management
11 6 (7.14%) Stakeholder Management
11 6 (7.14%) Requirements Analysis
11 6 (7.14%) ETL Development
Programming Languages
1 34 (40.48%) SQL
2 14 (16.67%) ABAP
3 9 (10.71%) Perl
4 8 (9.52%) PL/SQL
5 7 (8.33%) Python
6 6 (7.14%) R
7 5 (5.95%) PHP
7 5 (5.95%) Java
8 2 (2.38%) C#
8 2 (2.38%) T-SQL
8 2 (2.38%) VBA
8 2 (2.38%) sed
9 1 (1.19%) Shell Script
9 1 (1.19%) JavaScript
Qualifications
1 18 (21.43%) Degree
2 3 (3.57%) PRINCE2 Practitioner
2 3 (3.57%) Security Cleared
3 2 (2.38%) ISEB
4 1 (1.19%) ISTQB
4 1 (1.19%) HNC
4 1 (1.19%) HND
Quality Assurance & Compliance
1 14 (16.67%) SLA
2 6 (7.14%) Data Quality
3 3 (3.57%) QA
System Software
1 5 (5.95%) Apache Flume
2 1 (1.19%) HDFS
2 1 (1.19%) GPFS
Systems Management
1 5 (5.95%) Opscode Chef
2 1 (1.19%) HP Quality Center
Vendors
1 35 (41.67%) Oracle
2 27 (32.14%) Informatica
3 19 (22.62%) SAP
4 16 (19.05%) Teradata
5 11 (13.10%) Microsoft
5 11 (13.10%) Cognos
6 10 (11.90%) Talend
7 8 (9.52%) Charles River
8 7 (8.33%) MicroStrategy
9 5 (5.95%) Vertica
9 5 (5.95%) Greenplum
9 5 (5.95%) Netezza
10 4 (4.76%) Tableau
11 2 (2.38%) PeopleSoft
12 1 (1.19%) Salesforce.com
12 1 (1.19%) Siebel
12 1 (1.19%) HP
Edinburgh, Midlothian
Eutopia Solutions Ltd
Salary: £50000 - £65000 per annum
Posted: 5 hours ago
Edinburgh, Midlothian
Search Consultancy
Salary: £40000.00 - £55000.00 per annum + Benefits
Posted: Yesterday