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 24 April 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
24 Apr 2015
Same period 2014 Same period 2013
Extract, Transform and Load (ETL)
Rank 65 67 63
Rank change year-on-year
+2 -4
Permanent jobs citing ETL 92 123 110
As % of all permanent IT jobs located in Scotland 2.92% 3.08% 3.47%
As % of the Processes & Methodologies category 3.42% 3.79% 4.44%
Number of salaries quoted 65 72 60
Average salary £45,000 £50,000 £42,500
Average salary % change year-on-year
-10.00% +17.64%
90% offered a salary of more than £36,000 £30,500 £36,000
10% offered a salary of more than £61,500 £89,500 £65,350
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
2688 3243 2480
As % of all permanent IT jobs located in Scotland 85.39% 81.22% 78.28%
Number of salaries quoted 1659 2137 1421
Average salary £45,000 £42,500 £42,500
Average salary % change year-on-year
+5.88% -
90% offered a salary of more than £32,500 £30,000 £29,000
10% offered a salary of more than £60,000 £60,000 £57,500
UK excluding London average salary £44,000 £42,500 £40,000
% change year-on-year
+3.52% +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 24 April 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 24 April 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 0 52 £45,000 -23.40% 11
Glasgow +5 29 £39,750 -0.62% 5
Stirling +1 9 £48,500 +7.77%
North Lanarkshire +1 2 £40,250 +15.00%
West Lothian - 1 £35,000 -
ETL
UK

ETL
Top 30 Related IT Skills in Scotland

For the 6 months to 24 April 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.

1 105 (60.69%) Business Intelligence
2 101 (58.38%) SQL
3 82 (47.40%) Data Warehouse
4 79 (45.66%) Oracle
5 66 (38.15%) Finance
6 64 (36.99%) Business Objects
7 55 (31.79%) Data Modelling
8 54 (31.21%) SQL Server
9 47 (27.17%) Informatica
10 40 (23.12%) SAP
11 37 (21.39%) PL/SQL
12 36 (20.81%) Agile Software Development
13 35 (20.23%) Degree
14 34 (19.65%) Microsoft
14 34 (19.65%) BusinessObjects
15 32 (18.50%) SQL Server Integration Services
16 26 (15.03%) Project Management
17 25 (14.45%) SAP BW
17 25 (14.45%) T-SQL
17 25 (14.45%) Java
17 25 (14.45%) QlikView
18 24 (13.87%) SAS
18 24 (13.87%) Relational Database
19 23 (13.29%) SLA
19 23 (13.29%) ABAP
19 23 (13.29%) NetWeaver
19 23 (13.29%) SAP BI
19 23 (13.29%) Integration Testing
20 22 (12.72%) Banking
20 22 (12.72%) Data Management

ETL
Top Related IT Skills in Scotland by Category

For the 6 months to 24 April 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 24 (13.87%) SAS
2 23 (13.29%) NetWeaver
3 7 (4.05%) Tomcat
4 6 (3.47%) SharePoint
4 6 (3.47%) Apache
5 5 (2.89%) JBoss
5 5 (2.89%) WebSphere
6 1 (0.58%) Apache Pig
6 1 (0.58%) PowerExchange
Applications
1 21 (12.14%) MS Excel
2 5 (2.89%) MS Office
3 4 (2.31%) SPSS
Business Applications
1 6 (3.47%) Oracle 11i
2 4 (2.31%) Oracle EBS
3 2 (1.16%) Cognos Business Intelligence
4 1 (0.58%) Hyperion Planning
4 1 (0.58%) Markit EDM
4 1 (0.58%) SAP Oil and Gas
Communications & Networking
1 1 (0.58%) LDAP
1 1 (0.58%) DAB
Database & Business Intelligence
1 82 (47.40%) Data Warehouse
2 54 (31.21%) SQL Server
3 34 (19.65%) BusinessObjects
4 32 (18.50%) SQL Server Integration Services
5 25 (14.45%) QlikView
5 25 (14.45%) SAP BW
6 24 (13.87%) Relational Database
7 23 (13.29%) SAP BI
8 21 (12.14%) Big Data
8 21 (12.14%) Oracle Database
9 19 (10.98%) SQL Server Reporting Services
10 16 (9.25%) Oracle Database 10g
11 14 (8.09%) RDBMS
12 13 (7.51%) Data Mining
13 11 (6.36%) MongoDB
14 10 (5.78%) Hadoop
14 10 (5.78%) Oracle BI EE
14 10 (5.78%) DataStage
15 9 (5.20%) Crystal Reports
16 8 (4.62%) SQL Server Analysis Services
Development Applications
1 12 (6.94%) Selenium
2 11 (6.36%) TeamCity
2 11 (6.36%) Visual Studio
2 11 (6.36%) Subversion
3 10 (5.78%) MSBuild
3 10 (5.78%) GitLab
3 10 (5.78%) Git (software)
3 10 (5.78%) WatiN
4 9 (5.20%) Cucumber
4 9 (5.20%) SpecFlow
5 4 (2.31%) Oracle APEX
6 2 (1.16%) QuickTest Pro
6 2 (1.16%) LoadRunner
6 2 (1.16%) ERwin
7 1 (0.58%) Toad
7 1 (0.58%) TestDirector
7 1 (0.58%) Rational Application Developer
7 1 (0.58%) FishEye
7 1 (0.58%) Maven
7 1 (0.58%) JIRA
General
1 66 (38.15%) Finance
2 22 (12.72%) Banking
3 9 (5.20%) Retail
4 5 (2.89%) Manufacturing
5 1 (0.58%) Telecoms
5 1 (0.58%) Investment Banking
5 1 (0.58%) Marketing
Job Titles
1 56 (32.37%) Developer
2 42 (24.28%) Consultant
3 29 (16.76%) Business Intelligence Consultant
4 28 (16.18%) Analyst
5 23 (13.29%) Senior Developer
6 22 (12.72%) Business Consultant
7 21 (12.14%) SAP Consultant
7 21 (12.14%) SAP BI Consultant
8 20 (11.56%) SAP Business Consultant
9 12 (6.94%) Business Intelligence Analyst
9 12 (6.94%) Architect
10 11 (6.36%) Data Architect
11 10 (5.78%) Business Analyst
11 10 (5.78%) Java Developer
11 10 (5.78%) .NET Developer
11 10 (5.78%) Senior Java Developer
12 9 (5.20%) Senior .NET Developer
12 9 (5.20%) Business Objects Developer
12 9 (5.20%) Business Developer
13 7 (4.05%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 22 (12.72%) .NET
2 17 (9.83%) Web Services
3 15 (8.67%) XML
3 15 (8.67%) HTML
4 14 (8.09%) .NET Framework
5 12 (6.94%) SOAP
5 12 (6.94%) ASP.NET
6 11 (6.36%) XSD
6 11 (6.36%) Twitter Bootstrap
7 10 (5.78%) ASP.NET Web Forms
7 10 (5.78%) LINQ
7 10 (5.78%) jQuery
7 10 (5.78%) HTML5
7 10 (5.78%) Entity Framework
7 10 (5.78%) LINQ to SQL
7 10 (5.78%) XSLT
7 10 (5.78%) CSS
8 9 (5.20%) NHibernate
8 9 (5.20%) KnockoutJS
8 9 (5.20%) AngularJS
Miscellaneous
1 16 (9.25%) Analytical Skills
2 10 (5.78%) Data Integration
3 7 (4.05%) Visualisation
4 5 (2.89%) Computer Science
4 5 (2.89%) Reference Data
5 2 (1.16%) Credit Risk
5 2 (1.16%) Social Media
5 2 (1.16%) Management Information System
5 2 (1.16%) Replication
6 1 (0.58%) Clustering
6 1 (0.58%) Economics
6 1 (0.58%) Web 2.0
6 1 (0.58%) Statistics
6 1 (0.58%) Mathematics
Operating Systems
1 10 (5.78%) UNIX
2 7 (4.05%) Linux
3 4 (2.31%) Windows
4 2 (1.16%) Solaris
5 1 (0.58%) AIX
Processes & Methodologies
1 105 (60.69%) Business Intelligence
2 55 (31.79%) Data Modelling
3 36 (20.81%) Agile Software Development
4 26 (15.03%) Project Management
5 23 (13.29%) Integration Testing
6 22 (12.72%) Analytics
6 22 (12.72%) Data Management
7 16 (9.25%) Stakeholder Management
7 16 (9.25%) Automated Testing
8 15 (8.67%) Performance Tuning
9 14 (8.09%) Data Analytics
10 11 (6.36%) MVC
11 10 (5.78%) E-Commerce
11 10 (5.78%) Test Automation
12 9 (5.20%) Continuous Integration
12 9 (5.20%) TDD
13 8 (4.62%) Information Architecture
13 8 (4.62%) Data Transformation
14 7 (4.05%) Master Data Management
14 7 (4.05%) Agile Testing
Programming Languages
1 101 (58.38%) SQL
2 37 (21.39%) PL/SQL
3 25 (14.45%) T-SQL
3 25 (14.45%) Java
4 23 (13.29%) ABAP
5 22 (12.72%) C#
6 10 (5.78%) JavaScript
7 9 (5.20%) VB.NET
8 5 (2.89%) VBA
9 4 (2.31%) Python
9 4 (2.31%) Shell Script
9 4 (2.31%) Perl
9 4 (2.31%) C++
10 3 (1.73%) VB
10 3 (1.73%) sed
11 2 (1.16%) SAS Macro
12 1 (0.58%) R
Qualifications
1 35 (20.23%) Degree
2 5 (2.89%) ISEB
3 4 (2.31%) ISTQB
4 1 (0.58%) MOS
Quality Assurance & Compliance
1 23 (13.29%) SLA
2 7 (4.05%) QA
2 7 (4.05%) Data Quality
System Software
1 1 (0.58%) Apache Flume
Systems Management
1 4 (2.31%) MOM
2 1 (0.58%) Control-M
2 1 (0.58%) Foglight
2 1 (0.58%) HP Quality Center
2 1 (0.58%) CA LISA
Vendors
1 79 (45.66%) Oracle
2 64 (36.99%) Business Objects
3 47 (27.17%) Informatica
4 40 (23.12%) SAP
5 34 (19.65%) Microsoft
6 18 (10.40%) Teradata
7 17 (9.83%) IBM
8 10 (5.78%) TIBCO
9 7 (4.05%) Cognos
10 5 (2.89%) Netezza
10 5 (2.89%) Tableau
11 4 (2.31%) Sybase
12 3 (1.73%) PeopleSoft
12 3 (1.73%) Hyperion
13 2 (1.16%) MicroStrategy
13 2 (1.16%) Siebel
14 1 (0.58%) Cisco
14 1 (0.58%) Salesforce.com
14 1 (0.58%) Charles River
14 1 (0.58%) Ab Initio
Glasgow, Lanarkshire
Oscar Associates (UK) Ltd
Salary: £35000 - £45000 per annum + Benefits
Posted: 16 hours ago
Glasgow, Lanarkshire
Search Consultancy
Posted: Yesterday
Paisley
Nigel Frank International Limited - Newcastle
Salary: £35000 - £45000 per annum + Training & Benefits
Posted: Yesterday
Glasgow, Lanarkshire
Cathcart Associates Ltd
Posted: 3 days ago
Glasgow, Lanarkshire
NSK International Consultants Ltd
Salary: Highly Competitive Salary & Benefits Package
Posted: 3 days ago
Edinburgh
Churchill Frank
Salary: £40000 - £45000 per annum + Flexible Benefits
Posted: 4 days ago
Edinburgh
Nigel Frank International Limited - Newcastle
Salary: £30000 - £45000 per annum + Excellent Bonus, Benefits & Training
Posted: 8 days ago
Paisley
Nigel Frank International Limited - Newcastle
Salary: £30000 - £45000 per annum + Excellent Bonus, Benefits & Training
Posted: 8 days ago
Glasgow
Cathcart Associates
Salary: £35000 - £42000 per annum + Benefits
Posted: 8 days ago
Edinburgh
The People Network
Salary: £50000 - £60000 per annum + Bonus, Pension, Health
Posted: 10 days ago
Edinburgh, Midlothian
PwC
Salary: Competitive plus benefits
Posted: 15 days ago