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

Location
3 months to
26 Jan 2015
Same period 2014 Same period 2013
Extract, Transform and Load (ETL)
Rank 78 63 66
Rank change year-on-year
-15 +3
Permanent jobs citing ETL 80 105 91
As % of all permanent IT jobs located in Scotland 2.57% 3.18% 3.08%
As % of the Processes & Methodologies category 3.03% 3.90% 3.83%
Number of salaries quoted 49 80 59
Average salary £42,500 £50,000 £45,000
Average salary % change year-on-year
-15.00% +11.11%
90% offered a salary of more than £35,000 £32,500 £33,700
10% offered a salary of more than £46,000 £80,000 £65,500
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
2638 2689 2376
As % of all permanent IT jobs located in Scotland 84.91% 81.56% 80.30%
Number of salaries quoted 1714 1733 1614
Average salary £42,500 £42,500 £40,000
Average salary % change year-on-year
- +6.25%
90% offered a salary of more than £32,050 £30,000 £27,775
10% offered a salary of more than £60,000 £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 26 January 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 26 January 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 -18 35 £44,000 -20.00% 7
Glasgow +3 34 £38,750 +8.39% 4
Stirling - 6 £50,000 - 1
Renfrewshire - 1 £41,500 - 1
Lothian - 1 £44,000 -
North Lanarkshire - 1 £42,500 -
ETL
UK

ETL
Top 30 Related IT Skills in Scotland

For the 6 months to 26 January 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 97 (65.54%) SQL
2 82 (55.41%) Business Intelligence
3 63 (42.57%) Data Warehouse
4 60 (40.54%) Oracle
5 57 (38.51%) SQL Server
6 56 (37.84%) Finance
7 49 (33.11%) Business Objects
8 39 (26.35%) Data Modelling
9 38 (25.68%) SQL Server Integration Services
10 37 (25.00%) Banking
11 34 (22.97%) SAP
11 34 (22.97%) Java
12 32 (21.62%) Agile Software Development
13 31 (20.95%) SQL Server Reporting Services
14 27 (18.24%) Degree
14 27 (18.24%) Performance Tuning
15 25 (16.89%) Informatica
15 25 (16.89%) PL/SQL
16 23 (15.54%) Oracle Database
17 22 (14.86%) Relational Database
17 22 (14.86%) BusinessObjects
17 22 (14.86%) QlikView
18 21 (14.19%) C#
18 21 (14.19%) MS Excel
18 21 (14.19%) UNIX
19 20 (13.51%) SharePoint
19 20 (13.51%) .NET
19 20 (13.51%) Microsoft
20 18 (12.16%) Oracle Database 10g
21 17 (11.49%) Stakeholder Management

ETL
Top Related IT Skills in Scotland by Category

For the 6 months to 26 January 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 20 (13.51%) SharePoint
2 17 (11.49%) SAS
3 13 (8.78%) NetWeaver
4 8 (5.41%) Tomcat
5 6 (4.05%) WebSphere
6 3 (2.03%) JBoss
6 3 (2.03%) Apache
7 2 (1.35%) WebLogic
8 1 (0.68%) Elasticsearch
Applications
1 21 (14.19%) MS Excel
2 5 (3.38%) MS Office
3 3 (2.03%) SPSS
3 3 (2.03%) Spreadsheet
Business Applications
1 7 (4.73%) Oracle 11i
2 6 (4.05%) Cognos Business Intelligence
3 5 (3.38%) Oracle EBS
4 1 (0.68%) Cognos TM1
4 1 (0.68%) SAP Oil and Gas
4 1 (0.68%) Hyperion Planning
4 1 (0.68%) SAP BPC
Communications & Networking
1 1 (0.68%) FTP
Database & Business Intelligence
1 63 (42.57%) Data Warehouse
2 57 (38.51%) SQL Server
3 38 (25.68%) SQL Server Integration Services
4 31 (20.95%) SQL Server Reporting Services
5 23 (15.54%) Oracle Database
6 22 (14.86%) Relational Database
6 22 (14.86%) BusinessObjects
6 22 (14.86%) QlikView
7 18 (12.16%) Oracle Database 10g
8 17 (11.49%) SQL Server Analysis Services
9 15 (10.14%) SAP BW
9 15 (10.14%) RDBMS
10 12 (8.11%) Crystal Reports
10 12 (8.11%) SAP BI
11 11 (7.43%) Oracle Reports
12 10 (6.76%) BusinessObjects XI
13 9 (6.08%) SQL Server 2008
13 9 (6.08%) DataStage
13 9 (6.08%) Oracle Database 11g
14 8 (5.41%) Data Mining
Development Applications
1 6 (4.05%) Subversion
2 5 (3.38%) Team Foundation Server
3 4 (2.70%) TeamCity
3 4 (2.70%) Git (software)
3 4 (2.70%) Maven
3 4 (2.70%) Oracle APEX
3 4 (2.70%) Selenium
3 4 (2.70%) Visual Studio
4 3 (2.03%) ERwin
4 3 (2.03%) JIRA
4 3 (2.03%) SoapUI
4 3 (2.03%) FishEye
5 2 (1.35%) GitLab
5 2 (1.35%) Rational Application Developer
5 2 (1.35%) MSBuild
5 2 (1.35%) WatiN
5 2 (1.35%) JBehave
5 2 (1.35%) WebDriver
5 2 (1.35%) TestNG
5 2 (1.35%) JUnit
General
1 56 (37.84%) Finance
2 37 (25.00%) Banking
3 16 (10.81%) Retail
4 8 (5.41%) Investment Banking
4 8 (5.41%) Telecoms
5 4 (2.70%) Manufacturing
6 3 (2.03%) Retail Banking
6 3 (2.03%) Private Banking
7 1 (0.68%) Front Office
7 1 (0.68%) General Ledger
Job Titles
1 69 (46.62%) Developer
2 34 (22.97%) Consultant
3 29 (19.59%) Analyst
4 23 (15.54%) Business Intelligence Consultant
5 18 (12.16%) Business Developer
6 16 (10.81%) Business Objects Developer
7 13 (8.78%) Business Consultant
8 12 (8.11%) Business Intelligence Analyst
9 11 (7.43%) Business Intelligence Developer
9 11 (7.43%) SAP Consultant
9 11 (7.43%) Senior Developer
10 10 (6.76%) SAP BI Consultant
11 9 (6.08%) SAP Business Consultant
11 9 (6.08%) Business Analyst
11 9 (6.08%) ETL Developer
12 8 (5.41%) Java Developer
13 7 (4.73%) Programmer
13 7 (4.73%) Senior Java Developer
14 6 (4.05%) Oracle Consultant
14 6 (4.05%) Junior
Libraries, Frameworks & Software Standards
1 20 (13.51%) .NET
2 11 (7.43%) XML
3 8 (5.41%) HTML
4 6 (4.05%) .NET Framework
4 6 (4.05%) Web Services
5 5 (3.38%) SOAP
6 4 (2.70%) ASP.NET
7 3 (2.03%) jQuery
7 3 (2.03%) Twitter Bootstrap
8 2 (1.35%) ASP.NET Web Forms
8 2 (1.35%) FIX Protocol
8 2 (1.35%) LINQ
8 2 (1.35%) HTML5
8 2 (1.35%) ADO.NET Entity Framework
8 2 (1.35%) LINQ to SQL
8 2 (1.35%) JMS
8 2 (1.35%) Middleware
8 2 (1.35%) FIXML
8 2 (1.35%) XML Messaging
8 2 (1.35%) CSS
Miscellaneous
1 16 (10.81%) Analytical Skills
2 4 (2.70%) Computer Science
3 3 (2.03%) Social Media
3 3 (2.03%) Reference Data
3 3 (2.03%) Data Integration
3 3 (2.03%) Visualisation
4 2 (1.35%) SWIFT
4 2 (1.35%) Credit Risk
5 1 (0.68%) Open Source
5 1 (0.68%) Mainframe
5 1 (0.68%) Management Information System
5 1 (0.68%) Replication
5 1 (0.68%) Web 2.0
5 1 (0.68%) Derivative
Operating Systems
1 21 (14.19%) UNIX
2 10 (6.76%) Linux
3 9 (6.08%) Windows
4 2 (1.35%) AIX
4 2 (1.35%) Solaris
Processes & Methodologies
1 82 (55.41%) Business Intelligence
2 39 (26.35%) Data Modelling
3 32 (21.62%) Agile Software Development
4 27 (18.24%) Performance Tuning
5 17 (11.49%) Stakeholder Management
6 15 (10.14%) Data Management
7 13 (8.78%) Project Management
8 12 (8.11%) Integration Testing
9 11 (7.43%) Data Analysis
9 11 (7.43%) Analytics
10 10 (6.76%) Test Automation
11 8 (5.41%) Migration
12 7 (4.73%) Automated Testing
12 7 (4.73%) Data Transformation
13 6 (4.05%) Waterfall
13 6 (4.05%) Kimball Methodology
13 6 (4.05%) Web Development
13 6 (4.05%) Test Scripting
13 6 (4.05%) CRM
14 5 (3.38%) OO
Programming Languages
1 97 (65.54%) SQL
2 34 (22.97%) Java
3 25 (16.89%) PL/SQL
4 21 (14.19%) C#
5 16 (10.81%) T-SQL
6 13 (8.78%) VBA
6 13 (8.78%) VB.NET
7 12 (8.11%) ABAP
8 11 (7.43%) Python
9 8 (5.41%) VB
10 6 (4.05%) Shell Script
11 4 (2.70%) C++
12 3 (2.03%) Perl
13 2 (1.35%) JavaScript
13 2 (1.35%) Ruby
13 2 (1.35%) SAS Macro
14 1 (0.68%) Scala
14 1 (0.68%) sed
Qualifications
1 27 (18.24%) Degree
2 2 (1.35%) ISTQB
2 2 (1.35%) ISEB
3 1 (0.68%) MOS
Quality Assurance & Compliance
1 15 (10.14%) SLA
2 2 (1.35%) Data Quality
3 1 (0.68%) COREP
3 1 (0.68%) QA
Systems Management
1 2 (1.35%) CA LISA
Vendors
1 60 (40.54%) Oracle
2 49 (33.11%) Business Objects
3 34 (22.97%) SAP
4 25 (16.89%) Informatica
5 20 (13.51%) Microsoft
6 17 (11.49%) IBM
7 11 (7.43%) Teradata
8 9 (6.08%) Cognos
9 8 (5.41%) Tableau
10 5 (3.38%) Netezza
11 4 (2.70%) Sybase
12 3 (2.03%) Ab Initio
13 2 (1.35%) TIBCO
13 2 (1.35%) PeopleSoft
13 2 (1.35%) Siebel
13 2 (1.35%) Green Hat
14 1 (0.68%) Cisco
14 1 (0.68%) Cognizant
14 1 (0.68%) Hyperion
14 1 (0.68%) Hyland
Edinburgh
Churchill Frank
Salary: £35000 - £45000 per annum + Pension + Benefits + Training
Posted: 5 hours ago
Stirlingshire
Circle Recruitment
Salary: £48000 - £52000 per annum + bens + bonus
Posted: 3 days ago
Glasgow, Lanarkshire
Search Consultancy
Salary: £30000.00 - £40000.00 per annum + benefits
Posted: 6 days ago
Glasgow
Hays IT - Uk Posting account
Salary: £20000.00 - £25000.00 per annum
Posted: 14 days ago
Paisley
Computer Futures
Salary: £38000 - £45000 per annum + competitive
Posted: 17 days ago
Glasgow, Lanarkshire
Cathcart Associates
Salary: Excellent Salary + Benefits
Posted: 19 days ago
Edinburgh
Cathcart Associates
Salary: £35000 - £45000 per annum + Benefits
Posted: 19 days ago