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

Location
3 months to
18 Sep 2014
Same period 2013 Same period 2012
Extract, Transform and Load (ETL)
Rank 105 34 56
Rank change year-on-year
-71 +22
Permanent jobs citing ETL 68 166 121
As % of all permanent IT jobs located in Scotland 1.88% 5.46% 3.80%
As % of the Processes & Methodologies category 2.29% 6.70% 4.93%
Number of salaries quoted 36 105 86
Average salary £47,500 £45,000 £45,000
Average salary % change year-on-year
+5.55% -
90% offered a salary of more than £33,250 £36,000 £35,000
10% offered a salary of more than £65,000 £55,500 £60,000
UK excluding London average salary £45,000 £45,000 £42,000
% change year-on-year
- +7.14%
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
2971 2479 2456
As % of all permanent IT jobs located in Scotland 82.07% 81.60% 77.11%
Number of salaries quoted 1916 1610 1630
Average salary £42,000 £42,500 £40,000
Average salary % change year-on-year
-1.17% +6.25%
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £60,000 £60,000 £57,500
UK excluding London average salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 18 September 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 18 September 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 -13 44 £43,000 -4.44% 10
Edinburgh -70 10 £47,000 -6.00% 7
Stirling - 6 - - 1
ETL
UK

ETL
Top 30 Related IT Skills in Scotland

For the 6 months to 18 September 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 80 (53.69%) SQL
2 78 (52.35%) Business Intelligence
3 77 (51.68%) Oracle
4 70 (46.98%) Finance
5 50 (33.56%) Data Warehouse
6 38 (25.50%) Informatica
7 35 (23.49%) PL/SQL
8 30 (20.13%) SQL Server
9 29 (19.46%) Java
9 29 (19.46%) Agile Software Development
10 28 (18.79%) Data Modelling
11 27 (18.12%) Data Management
12 23 (15.44%) UNIX
13 22 (14.77%) SQL Server Integration Services
14 21 (14.09%) Banking
15 20 (13.42%) Migration
15 20 (13.42%) RDBMS
15 20 (13.42%) Relational Database
16 19 (12.75%) Oracle Database
16 19 (12.75%) SAP
16 19 (12.75%) Business Objects
17 18 (12.08%) Cognos
17 18 (12.08%) Pentaho
17 18 (12.08%) Performance Tuning
17 18 (12.08%) Master Data Management
18 15 (10.07%) Linux
18 15 (10.07%) Oracle BI EE
18 15 (10.07%) Data Integration
18 15 (10.07%) SQL Server Reporting Services
18 15 (10.07%) Analytics

ETL
Top Related IT Skills in Scotland by Category

For the 6 months to 18 September 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 10 (6.71%) SAS
2 5 (3.36%) WebSphere
2 5 (3.36%) WebLogic
3 4 (2.68%) SharePoint
4 3 (2.01%) Oracle SOA Suite
4 3 (2.01%) Oracle Application Server
4 3 (2.01%) NetWeaver
4 3 (2.01%) WebSphere Application Server
5 2 (1.34%) Tomcat
6 1 (0.67%) Elasticsearch
Applications
1 9 (6.04%) MS Excel
2 3 (2.01%) Spreadsheet
3 1 (0.67%) MS Visio
3 1 (0.67%) MS Project
Business Applications
1 11 (7.38%) Oracle EBS
2 8 (5.37%) Dynamics AX
3 4 (2.68%) Oracle ERP
4 3 (2.01%) Oracle BPM
4 3 (2.01%) SAP BPC
4 3 (2.01%) Cognos Business Intelligence
5 2 (1.34%) Cognos TM1
6 1 (0.67%) HFM
6 1 (0.67%) Agresso
Communications & Networking
1 1 (0.67%) Intranet
1 1 (0.67%) FTP
1 1 (0.67%) SSL
1 1 (0.67%) HTTPS
Database & Business Intelligence
1 50 (33.56%) Data Warehouse
2 30 (20.13%) SQL Server
3 22 (14.77%) SQL Server Integration Services
4 20 (13.42%) RDBMS
4 20 (13.42%) Relational Database
5 19 (12.75%) Oracle Database
6 18 (12.08%) Pentaho
7 15 (10.07%) Oracle BI EE
7 15 (10.07%) SQL Server Reporting Services
8 14 (9.40%) QlikView
9 13 (8.72%) Oracle Reports
9 13 (8.72%) Data Mart
10 12 (8.05%) Oracle ODI
10 12 (8.05%) Oracle Database 11g
11 11 (7.38%) SQL Server Analysis Services
12 9 (6.04%) PowerCenter
13 8 (5.37%) DataStage
14 6 (4.03%) BusinessObjects
14 6 (4.03%) Oracle OWB
14 6 (4.03%) BusinessObjects XI
Development Applications
1 8 (5.37%) Talend Open Studio
2 4 (2.68%) Maven
3 3 (2.01%) Git (software)
3 3 (2.01%) Subversion
3 3 (2.01%) ERwin
4 2 (1.34%) JUnit
4 2 (1.34%) TestNG
4 2 (1.34%) Selenium
4 2 (1.34%) Oracle APEX
4 2 (1.34%) JBehave
4 2 (1.34%) WebDriver
4 2 (1.34%) SoapUI
5 1 (0.67%) Jenkins
5 1 (0.67%) JIRA
5 1 (0.67%) Team Foundation Server
5 1 (0.67%) ProC
5 1 (0.67%) QuickTest Pro
5 1 (0.67%) Toad
5 1 (0.67%) Visual Studio
General
1 70 (46.98%) Finance
2 21 (14.09%) Banking
3 9 (6.04%) Investment Banking
4 5 (3.36%) Retail
5 4 (2.68%) Retail Banking
6 3 (2.01%) Private Banking
6 3 (2.01%) Aerospace
7 1 (0.67%) Telecoms
7 1 (0.67%) Front Office
7 1 (0.67%) Advertising
Job Titles
1 83 (55.70%) Developer
2 26 (17.45%) ETL Developer
3 21 (14.09%) Architect
4 19 (12.75%) Consultant
5 17 (11.41%) Analyst
6 12 (8.05%) Business Intelligence Developer
6 12 (8.05%) Oracle Developer
7 11 (7.38%) Database Developer
7 11 (7.38%) OBIEE Consultant
8 10 (6.71%) Business Developer
9 7 (4.70%) SQL Developer
9 7 (4.70%) Business Objects Developer
10 6 (4.03%) QlikView Developer
11 5 (3.36%) Systems Analyst
11 5 (3.36%) Data Architect
12 4 (2.68%) Business Intelligence Consultant
12 4 (2.68%) DBA
12 4 (2.68%) Solutions Architect
12 4 (2.68%) Java Developer
12 4 (2.68%) Cognos Developer
Libraries, Frameworks & Software Standards
1 11 (7.38%) .NET
2 9 (6.04%) XML
3 7 (4.70%) Web Services
4 4 (2.68%) SOAP
4 4 (2.68%) WCF
5 3 (2.01%) WPF
5 3 (2.01%) Oracle Fusion
5 3 (2.01%) WinForms
5 3 (2.01%) Middleware
6 2 (1.34%) HTML
6 2 (1.34%) JMS
6 2 (1.34%) SAP XI
6 2 (1.34%) FIXML
6 2 (1.34%) Spring
6 2 (1.34%) Java EE
7 1 (0.67%) Apache Camel
7 1 (0.67%) ADO.NET Entity Framework
7 1 (0.67%) HTML5
7 1 (0.67%) .NET Framework
7 1 (0.67%) JSON
Miscellaneous
1 15 (10.07%) Data Integration
2 14 (9.40%) Analytical Skills
3 9 (6.04%) Data Extraction
4 3 (2.01%) Data Conversion
5 2 (1.34%) Computer Science
5 2 (1.34%) SWIFT
6 1 (0.67%) Open Source
6 1 (0.67%) Reference Data
6 1 (0.67%) Statistics
6 1 (0.67%) Management Information System
6 1 (0.67%) Grid Computing
Operating Systems
1 23 (15.44%) UNIX
2 15 (10.07%) Linux
3 6 (4.03%) Windows
4 2 (1.34%) Solaris
5 1 (0.67%) Red Hat Enterprise Linux
Processes & Methodologies
1 78 (52.35%) Business Intelligence
2 29 (19.46%) Agile Software Development
3 28 (18.79%) Data Modelling
4 27 (18.12%) Data Management
5 20 (13.42%) Migration
6 18 (12.08%) Performance Tuning
6 18 (12.08%) Master Data Management
7 15 (10.07%) Analytics
8 13 (8.72%) ERP
9 10 (6.71%) Data Mapping
10 9 (6.04%) Data Migration
10 9 (6.04%) Asset Management
10 9 (6.04%) Enterprise Architecture
11 7 (4.70%) Information Architecture
11 7 (4.70%) Project Management
11 7 (4.70%) Scrum
12 6 (4.03%) SOA
12 6 (4.03%) Stakeholder Management
12 6 (4.03%) Service Management
12 6 (4.03%) ITSM
Programming Languages
1 80 (53.69%) SQL
2 35 (23.49%) PL/SQL
3 29 (19.46%) Java
4 11 (7.38%) T-SQL
5 7 (4.70%) C#
5 7 (4.70%) VBA
6 6 (4.03%) Python
7 4 (2.68%) Perl
7 4 (2.68%) VB
7 4 (2.68%) VB.NET
7 4 (2.68%) Shell Script
8 2 (1.34%) JavaScript
8 2 (1.34%) Ruby
9 1 (0.67%) Scala
9 1 (0.67%) C++
Qualifications
1 13 (8.72%) Degree
2 1 (0.67%) ISTQB
2 1 (0.67%) MBA
2 1 (0.67%) ISEB
2 1 (0.67%) OCP
2 1 (0.67%) OCA
2 1 (0.67%) Oracle Certification
2 1 (0.67%) PMP
2 1 (0.67%) PMI Certification
Quality Assurance & Compliance
1 13 (8.72%) Data Quality
2 10 (6.71%) QA
3 4 (2.68%) SLA
Systems Management
1 2 (1.34%) HP Quality Center
2 1 (0.67%) Control-M
Vendors
1 77 (51.68%) Oracle
2 38 (25.50%) Informatica
3 19 (12.75%) SAP
3 19 (12.75%) Business Objects
4 18 (12.08%) Cognos
5 14 (9.40%) Microsoft
6 8 (5.37%) MicroStrategy
6 8 (5.37%) Talend
7 7 (4.70%) Ab Initio
8 5 (3.36%) Tableau
8 5 (3.36%) IBM
9 4 (2.68%) Actimize
10 3 (2.01%) JBoss
11 2 (1.34%) PeopleSoft
11 2 (1.34%) Sybase
11 2 (1.34%) Siebel
11 2 (1.34%) Hyperion
11 2 (1.34%) Wall Street Systems
12 1 (0.67%) Vertica
12 1 (0.67%) Logi Analytics
Edinburgh, Midlothian
Accenture
Salary: From £37,250 to £49,000 per annum
Posted: 17 hours ago
Glasgow, Lanarkshire
Search Consultancy
Salary: £30000.00 - £40000.00 per annum + benefits
Posted: Yesterday
Edinburgh, Midlothian
Cathcart Associates Ltd
Salary: £35000 - £70000 per annum + Benefits
Posted: Yesterday
Edinburgh
Required IT
Salary: £Competitive
Posted: Yesterday
Glasgow, Lanarkshire
FPSG Connect
Salary: £30000 - £40000 per annum
Posted: 2 days ago
Glasgow, Lanarkshire
Wescot Credit Services Limited
Posted: 5 days ago
Edinburgh, Midlothian
Search Consultancy
Salary: Highly competitve package
Posted: 5 days ago
Glasgow, Lanarkshire
Senitor Associates
Salary: £35000 - £45000 per annum + Benefits
Posted: 6 days ago
Glasgow
Cathcart Associates
Salary: £32000 - £38000 per annum + Excellent Benefits
Posted: 7 days ago
Stirling
Hays IT - Uk Posting account
Salary: excellent benefits package
Posted: 9 days ago
Edinburgh
Churchill Frank
Salary: £40000 - £45000 per annum + Flexible Benefits
Posted: 13 days ago
Glasgow
Cathcart Associates
Salary: £25000 - £40000 per annum + Excellent Benefits + Expenses
Posted: 23 days ago
Edinburgh
Churchill Frank
Salary: £45000 - £50000 per annum + Bonus + Pension + Benefits
Posted: 26 days ago
Edinburgh
Cathcart Associates
Salary: £25000 - £40000 per annum + Excellent Benefits + Training
Posted: 27 days ago