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 27 November 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
27 Nov 2014
Same period 2013 Same period 2012
Extract, Transform and Load (ETL)
Rank 86 54 66
Rank change year-on-year
-32 +12
Permanent jobs citing ETL 26 54 27
As % of all permanent IT jobs located in Edinburgh 1.73% 3.66% 2.27%
As % of the Processes & Methodologies category 2.00% 4.46% 2.82%
Number of salaries quoted 16 39 20
Average salary £45,000 £51,500 £47,500
Average salary % change year-on-year
-12.62% +8.42%
90% offered a salary of more than £38,500 £34,500 £37,125
10% offered a salary of more than £52,500 £61,000 £55,100
UK excluding London average salary £45,000 £45,000 £43,000
% change year-on-year
- +4.65%
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
1297 1212 957
As % of all permanent IT jobs located in Edinburgh 86.41% 82.11% 80.49%
Number of salaries quoted 887 795 609
Average salary £42,500 £42,500 £42,500
90% offered a salary of more than £30,000 £31,500 £29,000
10% offered a salary of more than £60,000 £57,604 £60,000
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +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 27 November 2014.

ETL Salary Histogram in Edinburgh

ETL
Top 30 Related IT Skills in Edinburgh

For the 6 months to 27 November 2014, 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 38 (80.85%) Business Intelligence
2 30 (63.83%) Data Warehouse
3 27 (57.45%) SQL
4 26 (55.32%) Oracle
5 22 (46.81%) Finance
6 18 (38.30%) SQL Server
7 14 (29.79%) SAS
7 14 (29.79%) PL/SQL
8 12 (25.53%) Informatica
8 12 (25.53%) Stakeholder Management
9 10 (21.28%) SQL Server Integration Services
10 9 (19.15%) Data Modelling
10 9 (19.15%) Business Objects
10 9 (19.15%) Data Management
10 9 (19.15%) SQL Server Reporting Services
10 9 (19.15%) Performance Tuning
11 8 (17.02%) Analytics
11 8 (17.02%) QlikView
11 8 (17.02%) Oracle EBS
11 8 (17.02%) Migration
11 8 (17.02%) Teradata
11 8 (17.02%) Cognos
12 7 (14.89%) CRM
12 7 (14.89%) SAP
12 7 (14.89%) Banking
12 7 (14.89%) Degree
12 7 (14.89%) SQL Server Analysis Services
12 7 (14.89%) Oracle BI EE
12 7 (14.89%) Master Data Management
12 7 (14.89%) Oracle Database

ETL
Top Related IT Skills in Edinburgh by Category

For the 6 months to 27 November 2014, 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 14 (29.79%) SAS
2 4 (8.51%) SharePoint
3 1 (2.13%) JBoss
3 1 (2.13%) Apache
3 1 (2.13%) Tomcat
3 1 (2.13%) NetWeaver
3 1 (2.13%) WebSphere
3 1 (2.13%) Elasticsearch
Applications
1 5 (10.64%) MS Excel
2 3 (6.38%) SPSS
Business Applications
1 8 (17.02%) Oracle EBS
2 6 (12.77%) Oracle 11i
3 5 (10.64%) Cognos Business Intelligence
4 3 (6.38%) Dynamics AX
5 1 (2.13%) Oracle ERP
5 1 (2.13%) HFM
5 1 (2.13%) Cognos TM1
Communications & Networking
1 2 (4.26%) FTP
2 1 (2.13%) Intranet
Database & Business Intelligence
1 30 (63.83%) Data Warehouse
2 18 (38.30%) SQL Server
3 10 (21.28%) SQL Server Integration Services
4 9 (19.15%) SQL Server Reporting Services
5 8 (17.02%) QlikView
6 7 (14.89%) SQL Server Analysis Services
6 7 (14.89%) Oracle BI EE
6 7 (14.89%) Oracle Database
7 6 (12.77%) Data Mining
7 6 (12.77%) Oracle Database 10g
8 5 (10.64%) OLAP
8 5 (10.64%) Big Data
8 5 (10.64%) Oracle OLAP
9 4 (8.51%) Oracle OWB
9 4 (8.51%) RDBMS
9 4 (8.51%) SAP BW
9 4 (8.51%) Relational Database
9 4 (8.51%) Oracle ODI
10 3 (6.38%) DB2
10 3 (6.38%) Pentaho
Development Applications
1 3 (6.38%) ERwin
1 3 (6.38%) Talend Open Studio
2 2 (4.26%) Oracle APEX
General
1 22 (46.81%) Finance
2 7 (14.89%) Banking
3 3 (6.38%) Aerospace
Job Titles
1 18 (38.30%) Developer
2 13 (27.66%) Consultant
3 10 (21.28%) Business Intelligence Consultant
4 9 (19.15%) Analyst
5 5 (10.64%) Oracle Consultant
5 5 (10.64%) ETL Developer
5 5 (10.64%) Business Intelligence Developer
5 5 (10.64%) Oracle BI Consultant
6 4 (8.51%) Architect
6 4 (8.51%) Data Analyst
7 3 (6.38%) Analyst Programmer
7 3 (6.38%) Programmer
7 3 (6.38%) Data Architect
8 2 (4.26%) Test Analyst
8 2 (4.26%) Systems Analyst
8 2 (4.26%) Business Developer
8 2 (4.26%) Lead Developer
8 2 (4.26%) Data Warehouse Analyst
8 2 (4.26%) Business Consultant
8 2 (4.26%) Lead Analyst Programmer
Libraries, Frameworks & Software Standards
1 4 (8.51%) XML
2 2 (4.26%) SOAP
2 2 (4.26%) Web Services
3 1 (2.13%) .NET
Miscellaneous
1 4 (8.51%) Analytical Skills
2 3 (6.38%) Social Media
2 3 (6.38%) Reference Data
2 3 (6.38%) Data Extraction
3 2 (4.26%) Data Integration
4 1 (2.13%) Open Source
4 1 (2.13%) Mainframe
4 1 (2.13%) Statistics
4 1 (2.13%) Credit Risk
Operating Systems
1 5 (10.64%) UNIX
2 1 (2.13%) Windows
2 1 (2.13%) Linux
Processes & Methodologies
1 38 (80.85%) Business Intelligence
2 12 (25.53%) Stakeholder Management
3 9 (19.15%) Data Modelling
3 9 (19.15%) Data Management
3 9 (19.15%) Performance Tuning
4 8 (17.02%) Analytics
4 8 (17.02%) Migration
5 7 (14.89%) CRM
5 7 (14.89%) Master Data Management
6 5 (10.64%) Agile Software Development
6 5 (10.64%) Data Analysis
7 4 (8.51%) ERP
7 4 (8.51%) Kimball Methodology
7 4 (8.51%) Information Management
7 4 (8.51%) Data Migration
7 4 (8.51%) Information Architecture
7 4 (8.51%) Coaching
8 3 (6.38%) Data Architecture
8 3 (6.38%) Performance Management
8 3 (6.38%) Dimensional Modelling
Programming Languages
1 27 (57.45%) SQL
2 14 (29.79%) PL/SQL
3 3 (6.38%) T-SQL
3 3 (6.38%) Python
4 2 (4.26%) VBA
4 2 (4.26%) JavaScript
5 1 (2.13%) Java
5 1 (2.13%) VB
5 1 (2.13%) VB.NET
5 1 (2.13%) ABAP
5 1 (2.13%) SAS Macro
5 1 (2.13%) Scala
Qualifications
1 7 (14.89%) Degree
2 2 (4.26%) ISEB
2 2 (4.26%) ISTQB
Quality Assurance & Compliance
1 5 (10.64%) Data Quality
2 2 (4.26%) SLA
Vendors
1 26 (55.32%) Oracle
2 12 (25.53%) Informatica
3 9 (19.15%) Business Objects
4 8 (17.02%) Cognos
4 8 (17.02%) Teradata
5 7 (14.89%) SAP
6 5 (10.64%) Microsoft
7 3 (6.38%) Talend
7 3 (6.38%) Sybase
8 2 (4.26%) IBM
8 2 (4.26%) Tableau
9 1 (2.13%) Hyland
9 1 (2.13%) Hyperion
9 1 (2.13%) Ab Initio
9 1 (2.13%) Siebel
9 1 (2.13%) PeopleSoft
Edinburgh, Midlothian
Avance Consulting
Posted: 15 hours ago
Edinburgh, Midlothian
Senitor Associates
Salary: £35000 - £45000 per annum + Benefits
Posted: 17 hours ago
Edinburgh, Midlothian
Search Consultancy
Posted: 2 days ago
Edinburgh, Midlothian
7 Fifty Two
Posted: 2 days ago
Edinburgh, Scotland
Edward Carter Solutions
Salary: £43,000 - £45,000 per annum plus bonus and benefits - excellent career potential
Posted: 3 days ago
Edinburgh
Churchill Frank
Salary: £35000 - £45000 per annum + Pension + Benefits + Training
Posted: 7 days ago
Edinburgh
Real Staffing
Salary: £40000 - £50000 per annum + competitive
Posted: 19 days ago
Edinburgh
Hays IT - Uk Posting account
Salary: £30000.00 - £35000.00 per annum
Posted: 20 days ago