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

Location
3 months to
24 Dec 2014
Same period 2013 Same period 2012
Extract, Transform and Load (ETL)
Rank 76 64 78
Rank change year-on-year
-12 +14
Permanent jobs citing ETL 83 112 81
As % of all permanent IT jobs located in Scotland 2.70% 3.42% 2.65%
As % of the Processes & Methodologies category 3.17% 4.23% 3.32%
Number of salaries quoted 42 79 57
Average salary £42,500 £43,750 £45,000
Average salary % change year-on-year
-2.85% -2.77%
90% offered a salary of more than £35,000 £32,500 £32,400
10% offered a salary of more than £50,000 £75,500 £58,400
UK excluding London average salary £45,000 £43,500 £45,000
% change year-on-year
+3.44% -3.33%
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
2615 2649 2443
As % of all permanent IT jobs located in Scotland 85.01% 80.98% 79.99%
Number of salaries quoted 1734 1674 1695
Average salary £42,500 £42,500 £40,000
Average salary % change year-on-year
- +6.25%
90% offered a salary of more than £31,000 £30,000 £28,000
10% offered a salary of more than £61,500 £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 24 December 2014.

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 December 2014. 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 -2 35 £40,000 +3.89% 4
Edinburgh -22 31 £44,000 -20.00% 5
Stirling - 9 £50,000 -
Aberdeen +8 2 £65,000 +116.66%
North Lanarkshire - 2 £42,500 -
Renfrewshire - 1 - - 1
Lothian - 1 £44,000 -
ETL
UK

ETL
Top 30 Related IT Skills in Scotland

For the 6 months to 24 December 2014, 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.

1 103 (69.13%) SQL
2 81 (54.36%) Business Intelligence
3 72 (48.32%) Finance
4 70 (46.98%) Oracle
5 66 (44.30%) Data Warehouse
6 49 (32.89%) SQL Server
7 45 (30.20%) Business Objects
8 41 (27.52%) Java
9 37 (24.83%) Data Modelling
10 36 (24.16%) Banking
10 36 (24.16%) SQL Server Integration Services
11 34 (22.82%) Informatica
12 32 (21.48%) Agile Software Development
13 31 (20.81%) SQL Server Reporting Services
14 30 (20.13%) PL/SQL
14 30 (20.13%) SAP
15 28 (18.79%) UNIX
16 25 (16.78%) Oracle Database
17 23 (15.44%) Performance Tuning
18 22 (14.77%) Relational Database
19 21 (14.09%) SAS
19 21 (14.09%) Degree
19 21 (14.09%) QlikView
20 20 (13.42%) SharePoint
20 20 (13.42%) Analytical Skills
21 19 (12.75%) MS Excel
21 19 (12.75%) Data Management
22 18 (12.08%) Microsoft
22 18 (12.08%) BusinessObjects
22 18 (12.08%) Stakeholder Management

ETL
Top Related IT Skills in Scotland by Category

For the 6 months to 24 December 2014, 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 21 (14.09%) SAS
2 20 (13.42%) SharePoint
3 7 (4.70%) Tomcat
4 6 (4.03%) NetWeaver
4 6 (4.03%) WebSphere
5 2 (1.34%) WebLogic
5 2 (1.34%) JBoss
5 2 (1.34%) Apache
6 1 (0.67%) Elasticsearch
Applications
1 19 (12.75%) MS Excel
2 4 (2.68%) MS Office
3 3 (2.01%) SPSS
3 3 (2.01%) Spreadsheet
4 1 (0.67%) MS Project
4 1 (0.67%) MS Visio
Business Applications
1 7 (4.70%) Oracle 11i
2 6 (4.03%) Cognos Business Intelligence
3 4 (2.68%) Oracle EBS
4 2 (1.34%) Cognos TM1
5 1 (0.67%) SAP Oil and Gas
5 1 (0.67%) Agresso
5 1 (0.67%) SAP BPC
Communications & Networking
1 1 (0.67%) FTP
1 1 (0.67%) HTTPS
1 1 (0.67%) SSL
Database & Business Intelligence
1 66 (44.30%) Data Warehouse
2 49 (32.89%) SQL Server
3 36 (24.16%) SQL Server Integration Services
4 31 (20.81%) SQL Server Reporting Services
5 25 (16.78%) Oracle Database
6 22 (14.77%) Relational Database
7 21 (14.09%) QlikView
8 18 (12.08%) SQL Server Analysis Services
8 18 (12.08%) BusinessObjects
9 17 (11.41%) RDBMS
10 16 (10.74%) Oracle Database 10g
11 15 (10.07%) DataStage
12 13 (8.72%) Oracle Reports
13 11 (7.38%) Crystal Reports
14 10 (6.71%) BusinessObjects XI
14 10 (6.71%) Oracle BI EE
15 9 (6.04%) Oracle Database 11g
16 8 (5.37%) SAP BW
16 8 (5.37%) SQL Server 2008
17 7 (4.70%) Big Data
Development Applications
1 6 (4.03%) Maven
2 5 (3.36%) Team Foundation Server
3 4 (2.68%) Subversion
4 3 (2.01%) ERwin
4 3 (2.01%) JIRA
4 3 (2.01%) SoapUI
4 3 (2.01%) FishEye
5 2 (1.34%) Rational Application Developer
5 2 (1.34%) JBehave
5 2 (1.34%) WebDriver
5 2 (1.34%) Selenium
5 2 (1.34%) TestNG
5 2 (1.34%) TeamCity
5 2 (1.34%) Git (software)
5 2 (1.34%) JUnit
5 2 (1.34%) Visual Studio
5 2 (1.34%) Toad
6 1 (0.67%) PowerDesigner
6 1 (0.67%) Oracle APEX
General
1 72 (48.32%) Finance
2 36 (24.16%) Banking
3 15 (10.07%) Retail
4 9 (6.04%) Investment Banking
5 8 (5.37%) Telecoms
6 3 (2.01%) Retail Banking
6 3 (2.01%) Private Banking
7 1 (0.67%) Front Office
7 1 (0.67%) Manufacturing
7 1 (0.67%) General Ledger
Job Titles
1 72 (48.32%) Developer
2 29 (19.46%) Consultant
3 28 (18.79%) Analyst
4 17 (11.41%) Business Developer
5 15 (10.07%) Business Intelligence Consultant
5 15 (10.07%) Business Objects Developer
5 15 (10.07%) ETL Developer
6 12 (8.05%) Senior Developer
7 11 (7.38%) Business Intelligence Developer
8 9 (6.04%) Business Intelligence Analyst
9 8 (5.37%) Architect
9 8 (5.37%) Java Developer
10 7 (4.70%) Business Consultant
11 6 (4.03%) Senior Java Developer
11 6 (4.03%) Oracle Developer
11 6 (4.03%) Programmer
11 6 (4.03%) Business Analyst
11 6 (4.03%) Junior
11 6 (4.03%) OBIEE Consultant
12 5 (3.36%) Oracle BI Consultant
Libraries, Frameworks & Software Standards
1 15 (10.07%) .NET
2 9 (6.04%) XML
3 6 (4.03%) HTML
4 5 (3.36%) Web Services
5 4 (2.68%) .NET Framework
6 3 (2.01%) SOAP
7 2 (1.34%) ASP.NET
7 2 (1.34%) Java EE
7 2 (1.34%) FIX Protocol
7 2 (1.34%) jQuery
7 2 (1.34%) JMS
7 2 (1.34%) FIXML
7 2 (1.34%) Spring
8 1 (0.67%) SAP XI
8 1 (0.67%) Middleware
8 1 (0.67%) Twitter Bootstrap
8 1 (0.67%) J2EE
8 1 (0.67%) XSD
Miscellaneous
1 20 (13.42%) Analytical Skills
2 11 (7.38%) Data Integration
3 3 (2.01%) Social Media
3 3 (2.01%) Computer Science
3 3 (2.01%) Reference Data
4 2 (1.34%) Credit Risk
4 2 (1.34%) SWIFT
5 1 (0.67%) Visualisation
5 1 (0.67%) Open Source
5 1 (0.67%) Mainframe
5 1 (0.67%) Replication
5 1 (0.67%) Derivative
Operating Systems
1 28 (18.79%) UNIX
2 17 (11.41%) Linux
3 10 (6.71%) Windows
4 2 (1.34%) AIX
4 2 (1.34%) Solaris
Processes & Methodologies
1 81 (54.36%) Business Intelligence
2 37 (24.83%) Data Modelling
3 32 (21.48%) Agile Software Development
4 23 (15.44%) Performance Tuning
5 19 (12.75%) Data Management
6 18 (12.08%) Stakeholder Management
7 12 (8.05%) Analytics
8 11 (7.38%) Migration
9 10 (6.71%) Data Analysis
10 9 (6.04%) Master Data Management
10 9 (6.04%) Test Automation
11 7 (4.70%) Web Development
12 6 (4.03%) Automated Testing
12 6 (4.03%) CRM
12 6 (4.03%) Project Management
12 6 (4.03%) Data Cleansing
12 6 (4.03%) Test Scripting
12 6 (4.03%) Waterfall
13 5 (3.36%) Predictive Modelling
13 5 (3.36%) Data Transformation
Programming Languages
1 103 (69.13%) SQL
2 41 (27.52%) Java
3 30 (20.13%) PL/SQL
4 17 (11.41%) C#
5 14 (9.40%) T-SQL
6 13 (8.72%) VBA
7 12 (8.05%) VB.NET
8 10 (6.71%) Python
9 8 (5.37%) VB
10 6 (4.03%) Shell Script
11 5 (3.36%) ABAP
12 3 (2.01%) C++
13 2 (1.34%) Perl
13 2 (1.34%) Ruby
13 2 (1.34%) SAS Macro
14 1 (0.67%) Scala
Qualifications
1 21 (14.09%) Degree
2 2 (1.34%) ISEB
2 2 (1.34%) ISTQB
Quality Assurance & Compliance
1 9 (6.04%) SLA
2 8 (5.37%) QA
3 3 (2.01%) Data Quality
4 1 (0.67%) COREP
Systems Management
1 2 (1.34%) CA LISA
Vendors
1 70 (46.98%) Oracle
2 45 (30.20%) Business Objects
3 34 (22.82%) Informatica
4 30 (20.13%) SAP
5 18 (12.08%) Microsoft
6 17 (11.41%) Cognos
7 16 (10.74%) IBM
8 10 (6.71%) Teradata
9 8 (5.37%) Ab Initio
9 8 (5.37%) Tableau
10 7 (4.70%) MicroStrategy
11 4 (2.68%) Sybase
11 4 (2.68%) Actimize
11 4 (2.68%) Netezza
12 2 (1.34%) Green Hat
13 1 (0.67%) PeopleSoft
13 1 (0.67%) Siebel
13 1 (0.67%) Cisco
13 1 (0.67%) Cognizant
13 1 (0.67%) Hyperion
Edinburgh
Churchill Frank
Salary: £40000 - £45000 per annum + Bonus + Pension + Benefits
Posted: 8 hours ago
Edinburgh, Midlothian
Search Consultancy
Salary: Highly competitve package
Posted: 3 days ago
Edinburgh, Midlothian
Search Consultancy
Salary: £40000.00 - £50000.00 per annum + Benefits
Posted: 3 days ago
Glasgow, Lanarkshire
Search Consultancy
Salary: £30000.00 - £40000.00 per annum + benefits
Posted: 3 days ago
Glasgow, Lanarkshire
Search Consultancy
Salary: £38000.00 - £45000.00 per annum + benefits
Posted: 3 days ago
Glasgow, Lanarkshire
HAYS INFORMATION TECHNOLOGY
Salary: £38000.00 - £50000.00 per annum
Posted: 3 days ago
Edinburgh
Real Staffing
Salary: £40000 - £50000 per annum + competitive
Posted: 3 days ago
Edinburgh
Churchill Frank
Salary: £45000 - £55000 per annum + Bonus + Pension + Training
Posted: 8 days ago
Glasgow, Lanarkshire
Lloyds Banking Group
Posted: 26 days ago