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

Location
3 months to
2 Jun 2015
Same period 2014 Same period 2013
Extract, Transform and Load (ETL)
Rank 65 105 68
Rank change year-on-year
+40 -37
Permanent jobs citing ETL 101 70 97
As % of all permanent IT jobs located in Scotland 3.33% 1.85% 3.11%
As % of the Processes & Methodologies category 3.83% 2.23% 3.94%
Number of salaries quoted 71 39 57
Average salary £44,000 £52,500 £40,000
Average salary % change year-on-year
-16.19% +31.25%
90% offered a salary of more than £32,500 £29,000 £34,000
10% offered a salary of more than £57,500 £95,000 £54,000
UK excluding London average salary £45,000 £44,000 £45,000
% change year-on-year
+2.27% -2.22%
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
2636 3134 2463
As % of all permanent IT jobs located in Scotland 86.97% 82.65% 79.07%
Number of salaries quoted 1659 2076 1493
Average salary £44,000 £42,500 £41,000
Average salary % change year-on-year
+3.52% +3.65%
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London average salary £44,485 £42,500 £40,000
% change year-on-year
+4.66% +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 2 June 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 2 June 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 +24 49 £45,000 -21.73% 4
Glasgow +32 48 £35,000 -17.64% 6
Stirling -4 3 - -
North Lanarkshire +1 2 £40,250 +15.00%
Aberdeen - 2 £33,750 - 2
South Lanarkshire - 1 £32,500 - 1
ETL
UK

ETL
Top 30 Related IT Skills in Scotland

For the 6 months to 2 June 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.

1 109 (59.56%) SQL
2 103 (56.28%) Business Intelligence
3 82 (44.81%) Data Warehouse
4 77 (42.08%) Oracle
5 74 (40.44%) Finance
6 65 (35.52%) SQL Server
7 63 (34.43%) Business Objects
8 60 (32.79%) Data Modelling
9 50 (27.32%) Microsoft
10 45 (24.59%) SAP
10 45 (24.59%) Informatica
11 41 (22.40%) SQL Server Integration Services
12 40 (21.86%) BusinessObjects
13 36 (19.67%) Project Management
13 36 (19.67%) Agile Software Development
14 34 (18.58%) Degree
14 34 (18.58%) T-SQL
15 31 (16.94%) PL/SQL
16 30 (16.39%) MS Excel
16 30 (16.39%) Analytics
17 27 (14.75%) C#
18 26 (14.21%) SQL Server Reporting Services
19 25 (13.66%) ABAP
19 25 (13.66%) .NET
20 24 (13.11%) SLA
20 24 (13.11%) SAP BI
20 24 (13.11%) SAP BW
20 24 (13.11%) NetWeaver
20 24 (13.11%) Integration Testing
21 23 (12.57%) Big Data

ETL
Top Related IT Skills in Scotland by Category

For the 6 months to 2 June 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 (13.11%) NetWeaver
2 19 (10.38%) SAS
3 5 (2.73%) Apache
4 3 (1.64%) Tomcat
4 3 (1.64%) JBoss
4 3 (1.64%) WebSphere
4 3 (1.64%) Apache Pig
5 2 (1.09%) SharePoint
6 1 (0.55%) BizTalk Server
6 1 (0.55%) PowerExchange
Applications
1 30 (16.39%) MS Excel
2 5 (2.73%) MS Office
3 4 (2.19%) SPSS
4 1 (0.55%) MS Visio
Business Applications
1 8 (4.37%) Markit EDM
2 3 (1.64%) thinkFolio
2 3 (1.64%) LatentZero
3 2 (1.09%) Oracle EBS
4 1 (0.55%) Oracle 11i
4 1 (0.55%) Cognos Business Intelligence
4 1 (0.55%) Hyperion Planning
Communications & Networking
1 2 (1.09%) LDAP
2 1 (0.55%) DAB
Database & Business Intelligence
1 82 (44.81%) Data Warehouse
2 65 (35.52%) SQL Server
3 41 (22.40%) SQL Server Integration Services
4 40 (21.86%) BusinessObjects
5 26 (14.21%) SQL Server Reporting Services
6 24 (13.11%) SAP BI
6 24 (13.11%) SAP BW
7 23 (12.57%) Big Data
8 20 (10.93%) Relational Database
9 18 (9.84%) QlikView
10 15 (8.20%) Oracle Database
11 13 (7.10%) SQL Server 2008
12 12 (6.56%) Hadoop
13 11 (6.01%) RDBMS
13 11 (6.01%) Oracle BI EE
13 11 (6.01%) MongoDB
14 10 (5.46%) SQL Server Analysis Services
14 10 (5.46%) Oracle Database 10g
15 9 (4.92%) Crystal Reports
15 9 (4.92%) DTS
Development Applications
1 12 (6.56%) Selenium
2 11 (6.01%) Visual Studio
3 10 (5.46%) GitLab
3 10 (5.46%) WatiN
3 10 (5.46%) TeamCity
3 10 (5.46%) Git (software)
3 10 (5.46%) MSBuild
3 10 (5.46%) Subversion
4 9 (4.92%) SpecFlow
4 9 (4.92%) Cucumber
5 4 (2.19%) Oracle APEX
6 3 (1.64%) QuickTest Pro
7 2 (1.09%) LoadRunner
8 1 (0.55%) TestDirector
8 1 (0.55%) FitNesse
General
1 74 (40.44%) Finance
2 19 (10.38%) Banking
3 9 (4.92%) Retail
4 5 (2.73%) Manufacturing
5 4 (2.19%) Front Office
6 1 (0.55%) Telecoms
6 1 (0.55%) Financial Institution
6 1 (0.55%) Advertising
6 1 (0.55%) Marketing
6 1 (0.55%) Investment Banking
Job Titles
1 65 (35.52%) Developer
2 38 (20.77%) Consultant
3 31 (16.94%) Analyst
4 27 (14.75%) Business Consultant
5 26 (14.21%) Business Intelligence Consultant
6 23 (12.57%) SAP Business Consultant
6 23 (12.57%) SAP Consultant
7 22 (12.02%) SAP BI Consultant
8 21 (11.48%) Senior Developer
9 13 (7.10%) Architect
9 13 (7.10%) .NET Developer
10 12 (6.56%) Data Architect
11 10 (5.46%) Business Intelligence Developer
11 10 (5.46%) SQL Developer
11 10 (5.46%) Business Intelligence Analyst
11 10 (5.46%) Business Analyst
12 9 (4.92%) Test Analyst
12 9 (4.92%) Senior .NET Developer
13 7 (3.83%) Business Developer
13 7 (3.83%) Technical Analyst
Libraries, Frameworks & Software Standards
1 25 (13.66%) .NET
2 20 (10.93%) Web Services
3 19 (10.38%) ASP.NET
4 14 (7.65%) XML
5 12 (6.56%) .NET Framework
5 12 (6.56%) SOAP
5 12 (6.56%) HTML
6 11 (6.01%) Twitter Bootstrap
7 10 (5.46%) ASP.NET Web Forms
7 10 (5.46%) HTML5
7 10 (5.46%) Entity Framework
7 10 (5.46%) LINQ to SQL
7 10 (5.46%) LINQ
7 10 (5.46%) jQuery
7 10 (5.46%) CSS
7 10 (5.46%) XSD
7 10 (5.46%) XSLT
8 9 (4.92%) NHibernate
8 9 (4.92%) KnockoutJS
8 9 (4.92%) AngularJS
Miscellaneous
1 16 (8.74%) Analytical Skills
2 11 (6.01%) Data Integration
3 10 (5.46%) Visualisation
4 4 (2.19%) Computer Science
5 3 (1.64%) Management Information System
5 3 (1.64%) Reference Data
6 1 (0.55%) N-Tier
6 1 (0.55%) Web 2.0
6 1 (0.55%) Statistics
6 1 (0.55%) Mathematics
6 1 (0.55%) Credit Risk
6 1 (0.55%) Replication
6 1 (0.55%) Clustering
6 1 (0.55%) Economics
Operating Systems
1 10 (5.46%) UNIX
2 7 (3.83%) Linux
3 2 (1.09%) Windows
3 2 (1.09%) Solaris
4 1 (0.55%) Windows Server 2012
4 1 (0.55%) Windows Server 2008
Processes & Methodologies
1 103 (56.28%) Business Intelligence
2 60 (32.79%) Data Modelling
3 36 (19.67%) Project Management
3 36 (19.67%) Agile Software Development
4 30 (16.39%) Analytics
5 24 (13.11%) Integration Testing
6 17 (9.29%) Data Management
7 16 (8.74%) SDLC
8 15 (8.20%) Data Analytics
9 13 (7.10%) Automated Testing
10 11 (6.01%) Stakeholder Management
10 11 (6.01%) MVC
11 10 (5.46%) Performance Tuning
11 10 (5.46%) User Acceptance Testing
11 10 (5.46%) ERP
12 9 (4.92%) Data Analysis
12 9 (4.92%) Software Testing
12 9 (4.92%) Requirements Analysis
12 9 (4.92%) Continuous Integration
13 8 (4.37%) Logical Data Model
Programming Languages
1 109 (59.56%) SQL
2 34 (18.58%) T-SQL
3 31 (16.94%) PL/SQL
4 27 (14.75%) C#
5 25 (13.66%) ABAP
6 19 (10.38%) Java
7 10 (5.46%) JavaScript
8 5 (2.73%) Python
8 5 (2.73%) Perl
8 5 (2.73%) Shell Script
9 3 (1.64%) C++
9 3 (1.64%) VB.NET
9 3 (1.64%) sed
10 2 (1.09%) R
11 1 (0.55%) VBA
11 1 (0.55%) SAS Macro
Qualifications
1 34 (18.58%) Degree
2 4 (2.19%) ISEB
3 3 (1.64%) ISTQB
4 1 (0.55%) Microsoft Certification
4 1 (0.55%) MOS
4 1 (0.55%) Security Cleared
Quality Assurance & Compliance
1 24 (13.11%) SLA
2 14 (7.65%) QA
3 7 (3.83%) Data Quality
System Software
1 3 (1.64%) Apache Flume
Systems Management
1 6 (3.28%) MOM
2 2 (1.09%) Foglight
2 2 (1.09%) Control-M
3 1 (0.55%) HP Quality Center
Vendors
1 77 (42.08%) Oracle
2 63 (34.43%) Business Objects
3 50 (27.32%) Microsoft
4 45 (24.59%) SAP
4 45 (24.59%) Informatica
5 10 (5.46%) TIBCO
6 9 (4.92%) IBM
6 9 (4.92%) Teradata
7 8 (4.37%) Charles River
8 7 (3.83%) Cognos
9 6 (3.28%) Perforce
10 5 (2.73%) Sybase
10 5 (2.73%) Netezza
11 4 (2.19%) Tableau
11 4 (2.19%) MicroStrategy
12 3 (1.64%) PeopleSoft
12 3 (1.64%) Hyperion
13 2 (1.09%) Siebel
14 1 (0.55%) HP
14 1 (0.55%) Salesforce.com
Glasgow
Hays IT - Uk Posting account
Salary: £30000.00 - £35000.00 per annum
Posted: 9 hours ago
Glasgow, Lanarkshire
Spring Technology
Salary: Bonus + Benefits
Posted: 19 hours ago
Edinburgh, Midlothian
Churchill Frank
Salary: £40000 - £50000 per annum + Bonus + Pension + Benefits
Posted: Yesterday
Glasgow Area
ANSON MCCADE
Salary: £35k-£60k+attractive benefits+extensive career progression
Posted: Yesterday
Edinburgh & Lothians
ANSON MCCADE
Salary: £35k-£60k+attractive benefits+extensive career progression
Posted: Yesterday
Glasgow, Lanarkshire
Capita Resourcing - IT Resourcing
Salary: £25000 - £35000 per annum
Posted: 6 days ago
Glasgow, Lanarkshire
Search Consultancy
Posted: 6 days ago
Aberdeen
Cathcart Associates
Salary: £30000 - £40000 per annum + Bonus + Benefits
Posted: 7 days ago
Aberdeen
Net Talent
Salary: £40000 per annum
Posted: 8 days ago
East Kilbride
Hays IT - Uk Posting account
Salary: £30000.00 - £35000.00 per annum
Posted: 18 days ago
Glasgow
Hays IT - Uk Posting account
Salary: £30000.00 - £40000.00 per annum
Posted: 25 days ago