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 31 March 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
31 Mar 2015
Same period 2014 Same period 2013
Extract, Transform and Load (ETL)
Rank 77 72 55
Rank change year-on-year
-5 -17
Permanent jobs citing ETL 80 119 117
As % of all permanent IT jobs located in Scotland 2.53% 3.14% 3.86%
As % of the Processes & Methodologies category 2.99% 3.83% 4.93%
Number of salaries quoted 53 72 64
Average salary £44,000 £50,000 £45,000
Average salary % change year-on-year
-12.00% +11.11%
90% offered a salary of more than £35,000 £36,600 £35,000
10% offered a salary of more than £64,500 £84,500 £64,250
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
2678 3109 2372
As % of all permanent IT jobs located in Scotland 84.75% 81.92% 78.23%
Number of salaries quoted 1632 2032 1399
Average salary £44,000 £42,500 £42,500
Average salary % change year-on-year
+3.52% -
90% offered a salary of more than £32,500 £30,000 £27,500
10% offered a salary of more than £60,000 £60,000 £57,500
UK excluding London average salary £43,507 £42,500 £40,000
% change year-on-year
+2.36% +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 31 March 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 31 March 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
Edinburgh -14 43 £44,000 -22.12% 9
Glasgow +3 25 £41,100 +2.75% 4
Stirling -3 9 £48,500 +7.77%
Renfrewshire - 1 £41,500 -
West Lothian - 1 £35,000 -
ETL
UK

ETL
Top 30 Related IT Skills in Scotland

For the 6 months to 31 March 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 95 (60.13%) Business Intelligence
2 93 (58.86%) SQL
3 75 (47.47%) Data Warehouse
4 73 (46.20%) Oracle
5 63 (39.87%) Finance
6 58 (36.71%) Business Objects
7 53 (33.54%) SQL Server
8 51 (32.28%) Data Modelling
9 36 (22.78%) Informatica
10 35 (22.15%) SAP
11 32 (20.25%) PL/SQL
11 32 (20.25%) Agile Software Development
12 31 (19.62%) SQL Server Integration Services
12 31 (19.62%) Degree
13 29 (18.35%) Microsoft
14 28 (17.72%) BusinessObjects
15 26 (16.46%) Java
16 25 (15.82%) Banking
16 25 (15.82%) Relational Database
17 22 (13.92%) Data Management
17 22 (13.92%) SQL Server Reporting Services
17 22 (13.92%) C#
17 22 (13.92%) T-SQL
17 22 (13.92%) SAS
17 22 (13.92%) MS Excel
18 21 (13.29%) SAP BW
18 21 (13.29%) Oracle Database
19 20 (12.66%) Stakeholder Management
19 20 (12.66%) .NET
19 20 (12.66%) QlikView

ETL
Top Related IT Skills in Scotland by Category

For the 6 months to 31 March 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 22 (13.92%) SAS
2 18 (11.39%) NetWeaver
3 11 (6.96%) SharePoint
4 7 (4.43%) Tomcat
5 5 (3.16%) JBoss
5 5 (3.16%) Apache
6 4 (2.53%) WebSphere
7 1 (0.63%) Apache Pig
Applications
1 22 (13.92%) MS Excel
2 5 (3.16%) MS Office
3 3 (1.90%) SPSS
Business Applications
1 7 (4.43%) Oracle 11i
2 5 (3.16%) Oracle EBS
3 3 (1.90%) Cognos Business Intelligence
4 1 (0.63%) Hyperion Planning
4 1 (0.63%) Markit EDM
4 1 (0.63%) SAP Oil and Gas
Database & Business Intelligence
1 75 (47.47%) Data Warehouse
2 53 (33.54%) SQL Server
3 31 (19.62%) SQL Server Integration Services
4 28 (17.72%) BusinessObjects
5 25 (15.82%) Relational Database
6 22 (13.92%) SQL Server Reporting Services
7 21 (13.29%) SAP BW
7 21 (13.29%) Oracle Database
8 20 (12.66%) QlikView
9 19 (12.03%) Big Data
10 18 (11.39%) SAP BI
11 16 (10.13%) Oracle Database 10g
12 14 (8.86%) Data Mining
12 14 (8.86%) RDBMS
13 10 (6.33%) Crystal Reports
13 10 (6.33%) DataStage
13 10 (6.33%) SQL Server Analysis Services
13 10 (6.33%) Oracle BI EE
13 10 (6.33%) SQL Server 2008
14 9 (5.70%) Oracle Reports
Development Applications
1 9 (5.70%) Selenium
2 8 (5.06%) TeamCity
2 8 (5.06%) Visual Studio
2 8 (5.06%) Subversion
3 7 (4.43%) Git (software)
3 7 (4.43%) WatiN
3 7 (4.43%) MSBuild
3 7 (4.43%) GitLab
4 6 (3.80%) SpecFlow
4 6 (3.80%) Cucumber
5 4 (2.53%) Oracle APEX
6 3 (1.90%) ERwin
7 2 (1.27%) JIRA
7 2 (1.27%) QuickTest Pro
7 2 (1.27%) LoadRunner
7 2 (1.27%) Team Foundation Server
7 2 (1.27%) FishEye
8 1 (0.63%) SoapUI
8 1 (0.63%) Rational Application Developer
8 1 (0.63%) Toad
General
1 63 (39.87%) Finance
2 25 (15.82%) Banking
3 11 (6.96%) Retail
4 4 (2.53%) Manufacturing
5 2 (1.27%) Telecoms
5 2 (1.27%) Investment Banking
6 1 (0.63%) General Ledger
6 1 (0.63%) Front Office
Job Titles
1 55 (34.81%) Developer
2 37 (23.42%) Consultant
3 29 (18.35%) Analyst
4 25 (15.82%) Business Intelligence Consultant
5 17 (10.76%) Senior Developer
5 17 (10.76%) Business Consultant
6 16 (10.13%) SAP Consultant
6 16 (10.13%) SAP BI Consultant
7 15 (9.49%) SAP Business Consultant
8 13 (8.23%) Architect
9 12 (7.59%) Data Architect
9 12 (7.59%) Business Intelligence Analyst
10 11 (6.96%) Business Analyst
11 10 (6.33%) Java Developer
11 10 (6.33%) Senior Java Developer
12 9 (5.70%) Business Intelligence Developer
12 9 (5.70%) Business Objects Developer
12 9 (5.70%) Business Developer
13 7 (4.43%) Programmer
13 7 (4.43%) .NET Developer
Libraries, Frameworks & Software Standards
1 20 (12.66%) .NET
2 15 (9.49%) Web Services
3 14 (8.86%) XML
4 12 (7.59%) HTML
5 11 (6.96%) .NET Framework
6 10 (6.33%) SOAP
7 9 (5.70%) ASP.NET
8 8 (5.06%) XSD
8 8 (5.06%) Twitter Bootstrap
9 7 (4.43%) ASP.NET Web Forms
9 7 (4.43%) LINQ
9 7 (4.43%) XSLT
9 7 (4.43%) CSS
9 7 (4.43%) jQuery
9 7 (4.43%) HTML5
9 7 (4.43%) Entity Framework
9 7 (4.43%) LINQ to SQL
10 6 (3.80%) NHibernate
10 6 (3.80%) KnockoutJS
10 6 (3.80%) AngularJS
Miscellaneous
1 15 (9.49%) Analytical Skills
2 6 (3.80%) Reference Data
3 5 (3.16%) Data Integration
4 4 (2.53%) Visualisation
4 4 (2.53%) Computer Science
5 3 (1.90%) Credit Risk
5 3 (1.90%) Social Media
6 2 (1.27%) Management Information System
7 1 (0.63%) Replication
7 1 (0.63%) Web 2.0
7 1 (0.63%) Statistics
Operating Systems
1 12 (7.59%) UNIX
2 8 (5.06%) Linux
3 4 (2.53%) Windows
4 2 (1.27%) Solaris
5 1 (0.63%) AIX
Processes & Methodologies
1 95 (60.13%) Business Intelligence
2 51 (32.28%) Data Modelling
3 32 (20.25%) Agile Software Development
4 22 (13.92%) Data Management
5 20 (12.66%) Stakeholder Management
6 19 (12.03%) Project Management
7 18 (11.39%) Integration Testing
7 18 (11.39%) Performance Tuning
8 17 (10.76%) Analytics
9 13 (8.23%) Automated Testing
10 11 (6.96%) Test Automation
11 9 (5.70%) Information Architecture
11 9 (5.70%) Data Transformation
12 8 (5.06%) Master Data Management
12 8 (5.06%) Data Analytics
12 8 (5.06%) Waterfall
12 8 (5.06%) TDD
12 8 (5.06%) MVC
12 8 (5.06%) Logical Data Model
13 7 (4.43%) Physical Data Model
Programming Languages
1 93 (58.86%) SQL
2 32 (20.25%) PL/SQL
3 26 (16.46%) Java
4 22 (13.92%) C#
4 22 (13.92%) T-SQL
5 18 (11.39%) ABAP
6 9 (5.70%) VB.NET
7 7 (4.43%) JavaScript
8 6 (3.80%) VBA
8 6 (3.80%) Python
9 4 (2.53%) Shell Script
9 4 (2.53%) Perl
9 4 (2.53%) C++
10 3 (1.90%) VB
10 3 (1.90%) sed
11 2 (1.27%) SAS Macro
12 1 (0.63%) R
Qualifications
1 31 (19.62%) Degree
2 5 (3.16%) ISEB
3 4 (2.53%) ISTQB
4 1 (0.63%) MOS
Quality Assurance & Compliance
1 19 (12.03%) SLA
2 6 (3.80%) Data Quality
3 2 (1.27%) QA
4 1 (0.63%) COREP
System Software
1 1 (0.63%) Apache Flume
Systems Management
1 4 (2.53%) MOM
2 2 (1.27%) CA LISA
3 1 (0.63%) HP Quality Center
Vendors
1 73 (46.20%) Oracle
2 58 (36.71%) Business Objects
3 36 (22.78%) Informatica
4 35 (22.15%) SAP
5 29 (18.35%) Microsoft
6 18 (11.39%) IBM
7 15 (9.49%) Teradata
8 9 (5.70%) Cognos
9 7 (4.43%) TIBCO
10 5 (3.16%) Netezza
11 4 (2.53%) Sybase
12 3 (1.90%) PeopleSoft
12 3 (1.90%) Hyperion
12 3 (1.90%) Tableau
13 2 (1.27%) Green Hat
13 2 (1.27%) MicroStrategy
13 2 (1.27%) Siebel
14 1 (0.63%) Cisco
14 1 (0.63%) Salesforce.com
14 1 (0.63%) Charles River
Glasgow, Lanarkshire
Lea Consultancy Ltd
Salary: From £40,000 to £45,000 per annum
Posted: 1 hour ago
Glasgow, Lanarkshire
Etech Partners
Salary: From £45,000 to £50,000 per annum To £50K + Bens
Posted: 14 hours ago
Scotland
ANSON MCCADE
Salary: £35k-£60k+benefits+ career progression opportunities
Posted: 4 days ago
Glasgow
Hays IT - Uk Posting account
Salary: £35000.00 - £40000.00 per annum
Posted: 6 days ago
Edinburgh
Net Talent
Salary: £30000 - £60000 per annum + Bonus & Benefits
Posted: 11 days ago
Edinburgh
Cathcart Associates
Posted: 13 days ago
Edinburgh, Scotland, United Kingdom
PWC
Salary: Competitive + Benefits
Posted: 17 days ago
Edinburgh
Net Talent
Salary: £25000 - £65000 per annum + Bonus & Benefits
Posted: 17 days ago
Glasgow, Lanarkshire
Lockheed Martin
Salary: Excellent Salary + Benefits
Posted: 18 days ago
Edinburgh
Net Talent
Salary: £30000 - £60000 per annum + Bonus & Benefits
Posted: 19 days ago
Edinburgh
Cathcart Associates
Salary: £45000 - £55000 per annum + Benefits
Posted: 24 days ago