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 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 55 53 51
Rank change year-on-year
-2 -2
Permanent jobs citing ETL 35 52 36
As % of all permanent IT jobs located in Glasgow 3.41% 4.53% 3.87%
As % of the Processes & Methodologies category 3.86% 5.49% 4.97%
Number of salaries quoted 17 29 21
Average salary £40,000 £38,500 £47,500
Average salary % change year-on-year
+3.89% -18.94%
90% offered a salary of more than £35,000 £35,000 £32,500
10% offered a salary of more than £46,000 £55,000 £67,500
UK excluding London average salary £45,000 £43,500 £45,000
% change year-on-year
+3.44% -3.33%
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
907 948 724
As % of all permanent IT jobs located in Glasgow 88.32% 82.51% 77.77%
Number of salaries quoted 595 573 509
Average salary £40,500 £42,500 £40,000
Average salary % change year-on-year
-4.70% +6.25%
90% offered a salary of more than £32,500 £30,000 £28,500
10% offered a salary of more than £70,000 £60,000 £61,000
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 24 December 2014.

ETL Salary Histogram in Glasgow

ETL
Top 30 Related IT Skills in Glasgow

For the 6 months to 24 December 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 62 (80.52%) SQL
2 46 (59.74%) Finance
3 37 (48.05%) Business Intelligence
4 36 (46.75%) Oracle
5 29 (37.66%) Data Warehouse
6 27 (35.06%) Data Modelling
7 26 (33.77%) SQL Server
8 22 (28.57%) Agile Software Development
8 22 (28.57%) SQL Server Integration Services
9 21 (27.27%) Java
9 21 (27.27%) Business Objects
9 21 (27.27%) SAP
9 21 (27.27%) Banking
10 18 (23.38%) SQL Server Reporting Services
11 17 (22.08%) C#
11 17 (22.08%) PL/SQL
12 16 (20.78%) UNIX
13 15 (19.48%) Informatica
13 15 (19.48%) Retail
14 14 (18.18%) MS Excel
14 14 (18.18%) Microsoft
15 13 (16.88%) Data Management
15 13 (16.88%) Performance Tuning
15 13 (16.88%) Relational Database
16 12 (15.58%) Linux
16 12 (15.58%) BusinessObjects
16 12 (15.58%) Oracle Database
16 12 (15.58%) Analytical Skills
17 10 (12.99%) T-SQL
17 10 (12.99%) Crystal Reports

ETL
Top Related IT Skills in Glasgow by Category

For the 6 months to 24 December 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 9 (11.69%) SharePoint
2 5 (6.49%) SAS
3 2 (2.60%) WebLogic
4 1 (1.30%) Tomcat
4 1 (1.30%) NetWeaver
Applications
1 14 (18.18%) MS Excel
2 4 (5.19%) MS Office
3 3 (3.90%) Spreadsheet
4 1 (1.30%) MS Project
4 1 (1.30%) MS Visio
Business Applications
1 1 (1.30%) Agresso
1 1 (1.30%) SAP Oil and Gas
1 1 (1.30%) SAP BPC
Communications & Networking
1 1 (1.30%) HTTPS
1 1 (1.30%) SSL
Database & Business Intelligence
1 29 (37.66%) Data Warehouse
2 26 (33.77%) SQL Server
3 22 (28.57%) SQL Server Integration Services
4 18 (23.38%) SQL Server Reporting Services
5 13 (16.88%) Relational Database
6 12 (15.58%) Oracle Database
6 12 (15.58%) BusinessObjects
7 10 (12.99%) Crystal Reports
8 8 (10.39%) Oracle Reports
8 8 (10.39%) RDBMS
9 7 (9.09%) SQL Server Analysis Services
10 6 (7.79%) SQL Server 2008
10 6 (7.79%) PowerCenter
10 6 (7.79%) Oracle Database 10g
10 6 (7.79%) Data Mart
11 5 (6.49%) DataStage
11 5 (6.49%) Snowflake Schema
11 5 (6.49%) Star Schema
11 5 (6.49%) SAP Data Services
12 4 (5.19%) SQL Server 2005
Development Applications
1 5 (6.49%) Team Foundation Server
2 4 (5.19%) Maven
3 3 (3.90%) SoapUI
4 2 (2.60%) JUnit
4 2 (2.60%) Visual Studio
4 2 (2.60%) Subversion
4 2 (2.60%) JBehave
4 2 (2.60%) WebDriver
4 2 (2.60%) Selenium
4 2 (2.60%) TestNG
4 2 (2.60%) Git (software)
5 1 (1.30%) Oracle APEX
General
1 46 (59.74%) Finance
2 21 (27.27%) Banking
3 15 (19.48%) Retail
4 8 (10.39%) Telecoms
5 3 (3.90%) Investment Banking
5 3 (3.90%) Retail Banking
5 3 (3.90%) Private Banking
6 1 (1.30%) General Ledger
6 1 (1.30%) Front Office
6 1 (1.30%) Manufacturing
Job Titles
1 44 (57.14%) Developer
2 17 (22.08%) Analyst
3 12 (15.58%) ETL Developer
4 8 (10.39%) Business Intelligence Analyst
5 7 (9.09%) Business Intelligence Developer
6 6 (7.79%) Oracle Developer
6 6 (7.79%) Business Analyst
6 6 (7.79%) Junior
6 6 (7.79%) Consultant
6 6 (7.79%) Senior Developer
7 5 (6.49%) Business Developer
8 4 (5.19%) Junior Consultant
8 4 (5.19%) Business Objects Developer
8 4 (5.19%) Database Developer
8 4 (5.19%) Senior Consultant
8 4 (5.19%) Architect
8 4 (5.19%) Test Analyst
8 4 (5.19%) Designer
9 3 (3.90%) Technical Business Analyst
9 3 (3.90%) Systems Analyst
Libraries, Frameworks & Software Standards
1 8 (10.39%) XML
2 6 (7.79%) HTML
2 6 (7.79%) .NET
3 5 (6.49%) Web Services
4 4 (5.19%) .NET Framework
5 3 (3.90%) SOAP
6 2 (2.60%) ASP.NET
6 2 (2.60%) JMS
6 2 (2.60%) Java EE
6 2 (2.60%) FIX Protocol
6 2 (2.60%) jQuery
6 2 (2.60%) FIXML
6 2 (2.60%) Spring
7 1 (1.30%) Twitter Bootstrap
7 1 (1.30%) Middleware
7 1 (1.30%) XSD
Miscellaneous
1 12 (15.58%) Analytical Skills
2 8 (10.39%) Data Integration
3 2 (2.60%) Computer Science
3 2 (2.60%) SWIFT
4 1 (1.30%) Replication
4 1 (1.30%) Credit Risk
4 1 (1.30%) Visualisation
Operating Systems
1 16 (20.78%) UNIX
2 12 (15.58%) Linux
3 1 (1.30%) Windows
Processes & Methodologies
1 37 (48.05%) Business Intelligence
2 27 (35.06%) Data Modelling
3 22 (28.57%) Agile Software Development
4 13 (16.88%) Data Management
4 13 (16.88%) Performance Tuning
5 6 (7.79%) Master Data Management
5 6 (7.79%) Data Analysis
5 6 (7.79%) Test Scripting
5 6 (7.79%) Data Cleansing
5 6 (7.79%) Stakeholder Management
6 5 (6.49%) Asset Management
6 5 (6.49%) Predictive Modelling
6 5 (6.49%) Waterfall
6 5 (6.49%) Analytics
7 4 (5.19%) Test Planning
7 4 (5.19%) OOD
7 4 (5.19%) SOA
7 4 (5.19%) OO
7 4 (5.19%) Automated Testing
7 4 (5.19%) Requirements Analysis
Programming Languages
1 62 (80.52%) SQL
2 21 (27.27%) Java
3 17 (22.08%) C#
3 17 (22.08%) PL/SQL
4 10 (12.99%) T-SQL
5 9 (11.69%) Python
6 5 (6.49%) Shell Script
7 4 (5.19%) VB.NET
8 3 (3.90%) VBA
8 3 (3.90%) C++
9 2 (2.60%) Perl
9 2 (2.60%) Ruby
Qualifications
1 10 (12.99%) Degree
Quality Assurance & Compliance
1 8 (10.39%) QA
2 3 (3.90%) SLA
3 2 (2.60%) Data Quality
4 1 (1.30%) COREP
Systems Management
1 2 (2.60%) CA LISA
Vendors
1 36 (46.75%) Oracle
2 21 (27.27%) Business Objects
2 21 (27.27%) SAP
3 15 (19.48%) Informatica
4 14 (18.18%) Microsoft
5 8 (10.39%) Cognos
6 7 (9.09%) MicroStrategy
7 6 (7.79%) IBM
8 5 (6.49%) Ab Initio
9 4 (5.19%) Actimize
9 4 (5.19%) Netezza
10 2 (2.60%) Green Hat
11 1 (1.30%) Cognizant
11 1 (1.30%) Hyperion
11 1 (1.30%) Sybase
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