The table below looks at the statistics for ETL skills in IT jobs advertised for the Scotland region. Included is a guide to the average salaries offered in IT jobs that have cited ETL over the 3 months to 27 February 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
27 Feb 2015
Same period 2014 Same period 2013
Extract, Transform and Load (ETL)
Rank 76 64 55
Rank change year-on-year
-12 -9
Permanent jobs citing ETL 86 111 111
As % of all permanent IT jobs located in Scotland 2.74% 3.24% 3.84%
As % of the Processes & Methodologies category 3.27% 3.96% 4.81%
Number of salaries quoted 59 76 63
Average salary £44,000 £53,750 £47,500
Average salary % change year-on-year
-18.13% +13.15%
90% offered a salary of more than £35,000 £35,000 £35,000
10% offered a salary of more than £51,000 £80,000 £67,500
UK excluding London average salary £45,000 £45,000 £45,000
ETL
UK

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

Processes & Methodologies Category
Scotland
Permanent IT job ads with a match in the
Processes & Methodologies category
2631 2805 2310
As % of all permanent IT jobs located in Scotland 83.98% 81.97% 79.85%
Number of salaries quoted 1666 1838 1446
Average salary £43,500 £42,500 £42,500
Average salary % change year-on-year
+2.35% -
90% offered a salary of more than £32,500 £30,000 £28,500
10% offered a salary of more than £60,000 £60,000 £62,500
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

ETL
Jobs Demand Trend in Scotland

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

ETL Jobs Demand Trend in Scotland

ETL
Salary Trend in Scotland

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

ETL Salary Trend in Scotland

ETL
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing ETL across the Scotland region over the 3 months to 27 February 2015.

ETL Salary Histogram in Scotland

ETL
Job Locations in Scotland

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing ETL within the Scotland region over the 3 months to 27 February 2015. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +15 38 £40,000 - 2
Edinburgh -20 37 £44,000 -26.66% 1
Stirling - 6 £48,500 - 1
Renfrewshire - 1 £41,500 -
West Lothian - 1 £35,000 - 1
Lothian - 1 £44,000 -
ETL
UK

ETL
Top 30 Related IT Skills in Scotland

For the 6 months to 27 February 2015, IT jobs across the Scotland 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.

1 104 (64.60%) SQL
2 97 (60.25%) Business Intelligence
3 77 (47.83%) Data Warehouse
4 67 (41.61%) Oracle
5 63 (39.13%) Finance
6 61 (37.89%) Business Objects
7 57 (35.40%) SQL Server
8 49 (30.43%) Data Modelling
9 39 (24.22%) SQL Server Integration Services
10 38 (23.60%) Banking
11 37 (22.98%) SAP
12 36 (22.36%) Agile Software Development
13 33 (20.50%) Java
14 32 (19.88%) SQL Server Reporting Services
15 31 (19.25%) Informatica
16 29 (18.01%) Degree
17 26 (16.15%) PL/SQL
17 26 (16.15%) Relational Database
18 25 (15.53%) Performance Tuning
18 25 (15.53%) BusinessObjects
18 25 (15.53%) Microsoft
18 25 (15.53%) QlikView
19 24 (14.91%) Oracle Database
20 23 (14.29%) C#
21 22 (13.66%) .NET
22 21 (13.04%) MS Excel
22 21 (13.04%) Stakeholder Management
23 20 (12.42%) SharePoint
23 20 (12.42%) SAS
24 19 (11.80%) UNIX

ETL
Top Related IT Skills in Scotland by Category

For the 6 months to 27 February 2015, IT jobs across the Scotland 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 20 (12.42%) SharePoint
1 20 (12.42%) SAS
2 15 (9.32%) NetWeaver
3 9 (5.59%) Tomcat
4 6 (3.73%) WebSphere
5 4 (2.48%) JBoss
5 4 (2.48%) Apache
6 2 (1.24%) WebLogic
Applications
1 21 (13.04%) MS Excel
2 5 (3.11%) MS Office
3 3 (1.86%) SPSS
4 1 (0.62%) Spreadsheet
Business Applications
1 8 (4.97%) Oracle 11i
2 6 (3.73%) Oracle EBS
3 4 (2.48%) Cognos Business Intelligence
4 1 (0.62%) Hyperion Planning
4 1 (0.62%) SAP Oil and Gas
Communications & Networking
1 1 (0.62%) FTP
Database & Business Intelligence
1 77 (47.83%) Data Warehouse
2 57 (35.40%) SQL Server
3 39 (24.22%) SQL Server Integration Services
4 32 (19.88%) SQL Server Reporting Services
5 26 (16.15%) Relational Database
6 25 (15.53%) QlikView
6 25 (15.53%) BusinessObjects
7 24 (14.91%) Oracle Database
8 19 (11.80%) Oracle Database 10g
9 18 (11.18%) SAP BW
10 17 (10.56%) RDBMS
11 16 (9.94%) SQL Server Analysis Services
12 15 (9.32%) SAP BI
13 13 (8.07%) Data Mining
13 13 (8.07%) Big Data
14 11 (6.83%) Oracle BI EE
14 11 (6.83%) Crystal Reports
15 10 (6.21%) SQL Server 2008
15 10 (6.21%) BusinessObjects XI
16 9 (5.59%) Oracle Reports
Development Applications
1 7 (4.35%) Subversion
1 7 (4.35%) Selenium
2 5 (3.11%) Visual Studio
2 5 (3.11%) TeamCity
2 5 (3.11%) Git (software)
2 5 (3.11%) Team Foundation Server
3 4 (2.48%) Maven
3 4 (2.48%) Oracle APEX
4 3 (1.86%) GitLab
4 3 (1.86%) MSBuild
4 3 (1.86%) FishEye
4 3 (1.86%) JIRA
4 3 (1.86%) ERwin
4 3 (1.86%) WatiN
5 2 (1.24%) JBehave
5 2 (1.24%) WebDriver
5 2 (1.24%) Cucumber
5 2 (1.24%) SoapUI
5 2 (1.24%) Rational Application Developer
5 2 (1.24%) JUnit
General
1 63 (39.13%) Finance
2 38 (23.60%) Banking
3 15 (9.32%) Retail
4 8 (4.97%) Telecoms
5 6 (3.73%) Investment Banking
6 4 (2.48%) Manufacturing
7 1 (0.62%) Front Office
7 1 (0.62%) General Ledger
7 1 (0.62%) Retail Banking
7 1 (0.62%) Private Banking
Job Titles
1 65 (40.37%) Developer
2 36 (22.36%) Consultant
3 29 (18.01%) Analyst
4 26 (16.15%) Business Intelligence Consultant
5 17 (10.56%) Business Developer
6 16 (9.94%) Business Objects Developer
7 14 (8.70%) Business Consultant
8 13 (8.07%) SAP Consultant
8 13 (8.07%) Business Intelligence Analyst
8 13 (8.07%) Senior Developer
8 13 (8.07%) SAP BI Consultant
9 12 (7.45%) SAP Business Consultant
10 10 (6.21%) Business Intelligence Developer
10 10 (6.21%) Data Architect
10 10 (6.21%) Architect
10 10 (6.21%) Business Analyst
11 8 (4.97%) Java Developer
11 8 (4.97%) Senior Java Developer
11 8 (4.97%) Oracle Consultant
12 7 (4.35%) ETL Developer
Libraries, Frameworks & Software Standards
1 22 (13.66%) .NET
2 13 (8.07%) XML
3 9 (5.59%) HTML
4 8 (4.97%) Web Services
5 7 (4.35%) .NET Framework
6 6 (3.73%) ASP.NET
7 5 (3.11%) SOAP
8 4 (2.48%) Twitter Bootstrap
8 4 (2.48%) jQuery
9 3 (1.86%) HTML5
9 3 (1.86%) ADO.NET Entity Framework
9 3 (1.86%) LINQ to SQL
9 3 (1.86%) ASP.NET Web Forms
9 3 (1.86%) LINQ
9 3 (1.86%) Middleware
9 3 (1.86%) XML Messaging
9 3 (1.86%) CSS
9 3 (1.86%) XSD
10 2 (1.24%) XSLT
10 2 (1.24%) JMS
Miscellaneous
1 17 (10.56%) Analytical Skills
2 5 (3.11%) Computer Science
2 5 (3.11%) Reference Data
3 4 (2.48%) Visualisation
4 3 (1.86%) Social Media
4 3 (1.86%) Data Integration
5 2 (1.24%) Credit Risk
5 2 (1.24%) SWIFT
6 1 (0.62%) Mainframe
6 1 (0.62%) Management Information System
6 1 (0.62%) Replication
6 1 (0.62%) Web 2.0
6 1 (0.62%) Derivative
Operating Systems
1 19 (11.80%) UNIX
2 9 (5.59%) Windows
3 8 (4.97%) Linux
4 2 (1.24%) AIX
4 2 (1.24%) Solaris
Processes & Methodologies
1 97 (60.25%) Business Intelligence
2 49 (30.43%) Data Modelling
3 36 (22.36%) Agile Software Development
4 25 (15.53%) Performance Tuning
5 21 (13.04%) Stakeholder Management
6 19 (11.80%) Data Management
7 16 (9.94%) Project Management
8 15 (9.32%) Integration Testing
9 11 (6.83%) Analytics
9 11 (6.83%) Test Automation
10 9 (5.59%) Automated Testing
10 9 (5.59%) Data Analysis
11 8 (4.97%) Waterfall
11 8 (4.97%) Data Transformation
12 7 (4.35%) Kimball Methodology
12 7 (4.35%) Information Architecture
12 7 (4.35%) Migration
12 7 (4.35%) CRM
13 6 (3.73%) TDD
13 6 (3.73%) Web Development
Programming Languages
1 104 (64.60%) SQL
2 33 (20.50%) Java
3 26 (16.15%) PL/SQL
4 23 (14.29%) C#
5 19 (11.80%) T-SQL
6 15 (9.32%) ABAP
7 14 (8.70%) VB.NET
8 11 (6.83%) VBA
8 11 (6.83%) Python
9 8 (4.97%) VB
10 5 (3.11%) Shell Script
11 4 (2.48%) Perl
11 4 (2.48%) C++
12 3 (1.86%) JavaScript
13 2 (1.24%) Ruby
13 2 (1.24%) SAS Macro
13 2 (1.24%) sed
Qualifications
1 29 (18.01%) Degree
2 4 (2.48%) ISTQB
2 4 (2.48%) ISEB
3 1 (0.62%) MOS
Quality Assurance & Compliance
1 16 (9.94%) SLA
2 4 (2.48%) Data Quality
3 2 (1.24%) QA
4 1 (0.62%) COREP
Systems Management
1 2 (1.24%) MOM
1 2 (1.24%) CA LISA
Vendors
1 67 (41.61%) Oracle
2 61 (37.89%) Business Objects
3 37 (22.98%) SAP
4 31 (19.25%) Informatica
5 25 (15.53%) Microsoft
6 17 (10.56%) IBM
7 13 (8.07%) Teradata
8 8 (4.97%) Tableau
8 8 (4.97%) Cognos
9 5 (3.11%) Netezza
10 4 (2.48%) PeopleSoft
10 4 (2.48%) Sybase
11 3 (1.86%) Siebel
11 3 (1.86%) TIBCO
12 2 (1.24%) Hyperion
12 2 (1.24%) Green Hat
13 1 (0.62%) Hyland
13 1 (0.62%) Cognizant
13 1 (0.62%) Ab Initio
13 1 (0.62%) MicroStrategy
Glasgow, Lanarkshire
Harvey Nash plc
Posted: 23 hours ago
Scotland
Experis Ltd
Posted: 2 days ago
Stirling, Stirlingshire
McGregor Boyall
Salary: £DOE
Posted: 3 days ago
Livingston
Computer Futures
Salary: £30000 - £40000 per annum + competitive
Posted: 27 days ago