The table below looks at the statistics for ETL skills in IT jobs advertised for the Glasgow region. Included is a guide to the average salaries offered in IT jobs that have cited ETL over the 3 months to 20 October 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
20 Oct 2014
Same period 2013 Same period 2012
Extract, Transform and Load (ETL)
Rank 64 51 50
Rank change year-on-year
-13 -1
Permanent jobs citing ETL 36 51 30
As % of all permanent IT jobs located in Glasgow 3.21% 4.72% 3.41%
As % of the Processes & Methodologies category 3.70% 5.69% 4.52%
Number of salaries quoted 19 23 24
Average salary £40,000 £42,500 £47,250
Average salary % change year-on-year
-5.88% -10.05%
90% offered a salary of more than £33,700 £35,000 £35,000
10% offered a salary of more than £56,700 £49,000 £65,000
UK excluding London average salary £45,500 £45,000 £42,500
% change year-on-year
+1.11% +5.88%
ETL
Scotland

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Glasgow region.

Processes & Methodologies Category
Glasgow
Permanent IT job ads with a match in the
Processes & Methodologies category
973 897 664
As % of all permanent IT jobs located in Glasgow 86.64% 82.98% 75.37%
Number of salaries quoted 554 563 449
Average salary £41,000 £41,500 £40,000
Average salary % change year-on-year
-1.20% +3.75%
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £65,000 £55,000 £55,000
UK excluding London average salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

ETL
Jobs Demand Trend in Glasgow

This chart provides a 3-month moving total of permanent IT jobs citing ETL across the Glasgow region as a proportion of the total demand within the Processes & Methodologies category.

ETL Jobs Demand Trend in Glasgow

ETL
Salary Trend in Glasgow

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ETL across the Glasgow region.

ETL Salary Trend in Glasgow

ETL
Salary Histogram in Glasgow

This chart provides a salary histogram for IT jobs citing ETL across the Glasgow region over the 3 months to 20 October 2014.

ETL Salary Histogram in Glasgow

ETL
Top 30 Related IT Skills in Glasgow

For the 6 months to 20 October 2014, IT jobs across the Glasgow 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 56 (81.16%) SQL
2 47 (68.12%) Finance
3 38 (55.07%) Oracle
4 28 (40.58%) Business Intelligence
5 24 (34.78%) Agile Software Development
6 22 (31.88%) Data Modelling
6 22 (31.88%) PL/SQL
7 21 (30.43%) Java
7 21 (30.43%) Data Warehouse
7 21 (30.43%) Banking
8 18 (26.09%) Informatica
9 17 (24.64%) UNIX
10 16 (23.19%) SQL Server Integration Services
11 15 (21.74%) SAP
11 15 (21.74%) SQL Server
12 14 (20.29%) Oracle Database
12 14 (20.29%) Performance Tuning
13 13 (18.84%) Linux
13 13 (18.84%) SQL Server Reporting Services
14 12 (17.39%) Business Objects
15 11 (15.94%) Data Mart
15 11 (15.94%) Retail
16 9 (13.04%) Asset Management
16 9 (13.04%) C#
16 9 (13.04%) Python
16 9 (13.04%) Cognos
16 9 (13.04%) Data Integration
17 8 (11.59%) Oracle Database 11g
17 8 (11.59%) Degree
17 8 (11.59%) QA

ETL
Top Related IT Skills in Glasgow by Category

For the 6 months to 20 October 2014, IT jobs across the Glasgow 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 8 (11.59%) SharePoint
2 5 (7.25%) SAS
3 3 (4.35%) NetWeaver
4 2 (2.90%) WebLogic
Applications
1 7 (10.14%) MS Excel
2 3 (4.35%) Spreadsheet
3 1 (1.45%) MS Project
3 1 (1.45%) MS Visio
Business Applications
1 3 (4.35%) SAP BPC
2 1 (1.45%) Agresso
Communications & Networking
1 1 (1.45%) HTTPS
1 1 (1.45%) SSL
Database & Business Intelligence
1 21 (30.43%) Data Warehouse
2 16 (23.19%) SQL Server Integration Services
3 15 (21.74%) SQL Server
4 14 (20.29%) Oracle Database
5 13 (18.84%) SQL Server Reporting Services
6 11 (15.94%) Data Mart
7 8 (11.59%) Relational Database
7 8 (11.59%) Pentaho
7 8 (11.59%) Oracle Database 11g
8 7 (10.14%) SQL Server Analysis Services
8 7 (10.14%) PowerCenter
8 7 (10.14%) RDBMS
9 6 (8.70%) Star Schema
10 5 (7.25%) BusinessObjects
10 5 (7.25%) DataStage
10 5 (7.25%) Snowflake Schema
10 5 (7.25%) SAP Data Services
11 4 (5.80%) Crystal Reports
12 3 (4.35%) Oracle Reports
12 3 (4.35%) Oracle Database 10g
Development Applications
1 5 (7.25%) Team Foundation Server
2 4 (5.80%) Maven
3 3 (4.35%) Git (software)
4 2 (2.90%) Subversion
4 2 (2.90%) JBehave
4 2 (2.90%) WebDriver
4 2 (2.90%) SoapUI
4 2 (2.90%) Selenium
4 2 (2.90%) TestNG
4 2 (2.90%) JUnit
5 1 (1.45%) Visual Studio
5 1 (1.45%) Toad
5 1 (1.45%) ERwin
5 1 (1.45%) ProC
5 1 (1.45%) JIRA
5 1 (1.45%) Jenkins
General
1 47 (68.12%) Finance
2 21 (30.43%) Banking
3 11 (15.94%) Retail
4 8 (11.59%) Telecoms
5 7 (10.14%) Investment Banking
6 3 (4.35%) Retail Banking
6 3 (4.35%) Private Banking
7 2 (2.90%) Front Office
8 1 (1.45%) General Ledger
Job Titles
1 46 (66.67%) Developer
2 19 (27.54%) ETL Developer
3 11 (15.94%) Oracle Developer
3 11 (15.94%) Analyst
4 9 (13.04%) Database Developer
5 5 (7.25%) Senior Developer
6 4 (5.80%) Architect
6 4 (5.80%) Designer
7 3 (4.35%) Business Intelligence Developer
7 3 (4.35%) Systems Analyst
7 3 (4.35%) Technical Architect
7 3 (4.35%) DBA
7 3 (4.35%) Business Intelligence Analyst
7 3 (4.35%) SAP Support
7 3 (4.35%) Data Warehouse Developer
8 2 (2.90%) Oracle DBA
8 2 (2.90%) Informatica Developer
8 2 (2.90%) SAP Support Consultant
8 2 (2.90%) SQL Developer
8 2 (2.90%) Test Engineer
Libraries, Frameworks & Software Standards
1 8 (11.59%) XML
2 5 (7.25%) Web Services
3 2 (2.90%) Java EE
3 2 (2.90%) JMS
3 2 (2.90%) FIXML
3 2 (2.90%) Spring
3 2 (2.90%) .NET
3 2 (2.90%) SOAP
4 1 (1.45%) HTML
4 1 (1.45%) ASP.NET
4 1 (1.45%) .NET Framework
4 1 (1.45%) WCF
4 1 (1.45%) jQuery
Miscellaneous
1 9 (13.04%) Data Integration
2 8 (11.59%) Analytical Skills
3 2 (2.90%) SWIFT
4 1 (1.45%) Grid Computing
4 1 (1.45%) Computer Science
4 1 (1.45%) Credit Risk
4 1 (1.45%) Reference Data
Operating Systems
1 17 (24.64%) UNIX
2 13 (18.84%) Linux
3 1 (1.45%) Windows
Processes & Methodologies
1 28 (40.58%) Business Intelligence
2 24 (34.78%) Agile Software Development
3 22 (31.88%) Data Modelling
4 14 (20.29%) Performance Tuning
5 9 (13.04%) Asset Management
6 6 (8.70%) Data Management
6 6 (8.70%) Data Cleansing
6 6 (8.70%) Analytics
6 6 (8.70%) Master Data Management
7 5 (7.25%) Predictive Modelling
7 5 (7.25%) Waterfall
8 4 (5.80%) Test Scripting
8 4 (5.80%) Scrum
9 3 (4.35%) Investment Management
9 3 (4.35%) Continuous Integration
9 3 (4.35%) Wealth Management
9 3 (4.35%) Data Analysis
9 3 (4.35%) Regression Testing
9 3 (4.35%) Migration
9 3 (4.35%) Project Management
Programming Languages
1 56 (81.16%) SQL
2 22 (31.88%) PL/SQL
3 21 (30.43%) Java
4 9 (13.04%) C#
4 9 (13.04%) Python
5 5 (7.25%) T-SQL
6 4 (5.80%) Shell Script
7 3 (4.35%) VBA
7 3 (4.35%) Perl
8 2 (2.90%) Ruby
Qualifications
1 8 (11.59%) Degree
2 1 (1.45%) OCP
2 1 (1.45%) OCA
2 1 (1.45%) Oracle Certification
Quality Assurance & Compliance
1 8 (11.59%) QA
2 3 (4.35%) SLA
3 2 (2.90%) Data Quality
4 1 (1.45%) COREP
Systems Management
1 1 (1.45%) Control-M
1 1 (1.45%) HP Quality Center
Vendors
1 38 (55.07%) Oracle
2 18 (26.09%) Informatica
3 15 (21.74%) SAP
4 12 (17.39%) Business Objects
5 9 (13.04%) Cognos
6 7 (10.14%) Microsoft
6 7 (10.14%) MicroStrategy
7 4 (5.80%) Ab Initio
7 4 (5.80%) Actimize
8 2 (2.90%) Wall Street Systems
9 1 (1.45%) Vertica
9 1 (1.45%) HP
9 1 (1.45%) Hyperion
9 1 (1.45%) Sybase
Glasgow, Lanarkshire
Cognizant
Posted: Yesterday
Glasgow
Hays IT - Uk Posting account
Salary: £45000.00 - £60000.00 per annum
Posted: 5 days ago
Glasgow
Huxley Associates
Salary: competitive
Posted: 7 days ago
Glasgow
Claremont Consulting Limited
Salary: £30000.00 - £55000 per annum
Posted: 11 days ago
Glasgow
Cathcart Associates
Salary: £275 - £350 per day
Posted: 20 days ago