The table below looks at the statistics for ETL skills in IT jobs advertised for the Glasgow region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 28 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 62 56 94
Rank change year-on-year
-6 +38
Permanent jobs citing ETL 56 44 18
As % of all permanent IT jobs located in Glasgow 4.39% 3.65% 1.35%
As % of the Processes & Methodologies category 4.76% 4.01% 1.53%
Number of salaries quoted 16 24 3
Median salary £46,250 £37,500 £42,500
Median salary % change year-on-year
+23.33% -11.76%
90% offered a salary of more than £38,000 £30,750 £32,500
10% offered a salary of more than £55,500 £53,725 £44,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year
- +2.27%
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
1176 1098 1177
As % of all permanent IT jobs located in Glasgow 92.24% 90.97% 88.56%
Number of salaries quoted 666 715 768
Median salary £45,000 £43,500 £42,500
Median salary % change year-on-year
+3.44% +2.35%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £60,000 £59,500 £61,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

ETL
Jobs Demand Trend in Glasgow

The demand trend of job ads across the Glasgow region citing ETL as a proportion of all IT jobs with a match in 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 28 May 2016.

ETL Salary Histogram in Glasgow

ETL
Top 30 Related IT Skills in Glasgow

For the 6 months to 28 May 2016, IT jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Glasgow region with a requirement for ETL.

1 76 (62.81%) Business Intelligence
2 58 (47.93%) Data Warehouse
3 56 (46.28%) SQL
4 46 (38.02%) Oracle
4 46 (38.02%) Finance
5 44 (36.36%) BusinessObjects
6 42 (34.71%) Stakeholder Management
7 38 (31.40%) Cognos
8 37 (30.58%) Agile Software Development
8 37 (30.58%) ETL Development
9 33 (27.27%) Asset Management
10 32 (26.45%) SQL Server Integration Services
11 31 (25.62%) Informatica
12 27 (22.31%) SQL Server
12 27 (22.31%) QlikView
13 26 (21.49%) Data Modelling
14 25 (20.66%) Java
15 24 (19.83%) Data Management
15 24 (19.83%) SQL Server Reporting Services
15 24 (19.83%) Oracle Database
16 23 (19.01%) Oracle ODI
17 22 (18.18%) C#
17 22 (18.18%) Unix
17 22 (18.18%) PowerCenter
18 21 (17.36%) Microsoft
18 21 (17.36%) Perl
18 21 (17.36%) SQL Server Analysis Services
19 20 (16.53%) Dimensional Modelling
19 20 (16.53%) PRINCE2 Practitioner
19 20 (16.53%) Security Cleared

ETL
Top Related IT Skills in Glasgow by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 8 (6.61%) Apache
2 5 (4.13%) SAS
3 3 (2.48%) Apache Spark
4 1 (0.83%) Apache Pig
4 1 (0.83%) MQSeries
4 1 (0.83%) SharePoint
4 1 (0.83%) Tomcat
4 1 (0.83%) WebLogic
Applications
1 4 (3.31%) MS Excel
2 2 (1.65%) MS Office
3 1 (0.83%) MS Visio
Business Applications
1 16 (13.22%) Hi Portfolio
2 6 (4.96%) Hyperion Planning
3 3 (2.48%) Oracle EBS R12
4 1 (0.83%) SAP BPC
Cloud Services
1 2 (1.65%) Microsoft Azure
Communications & Networking
1 1 (0.83%) TCP/IP
Database & Business Intelligence
1 58 (47.93%) Data Warehouse
2 44 (36.36%) BusinessObjects
3 32 (26.45%) SQL Server Integration Services
4 27 (22.31%) QlikView
4 27 (22.31%) SQL Server
5 24 (19.83%) Oracle Database
5 24 (19.83%) SQL Server Reporting Services
6 23 (19.01%) Oracle ODI
7 22 (18.18%) PowerCenter
8 21 (17.36%) SQL Server Analysis Services
9 20 (16.53%) Oracle Database 10g
9 20 (16.53%) Oracle Database 11g
10 19 (15.70%) DataStage
11 18 (14.88%) Oracle BI EE
12 16 (13.22%) BODI
12 16 (13.22%) JasperReports
13 12 (9.92%) Big Data
14 11 (9.09%) Hadoop
15 8 (6.61%) Relational Database
16 5 (4.13%) Pentaho
Development Applications
1 20 (16.53%) Talend Open Studio
2 6 (4.96%) Jenkins
2 6 (4.96%) JUnit
3 5 (4.13%) Git (software)
3 5 (4.13%) JBehave
3 5 (4.13%) Maven
3 5 (4.13%) Selenium
3 5 (4.13%) Subversion
3 5 (4.13%) TestNG
3 5 (4.13%) WebDriver
4 1 (0.83%) FitNesse
4 1 (0.83%) Visual Studio
General
1 46 (38.02%) Finance
2 18 (14.88%) Banking
3 12 (9.92%) Manufacturing
4 3 (2.48%) Corporate Banking
4 3 (2.48%) Retail
5 1 (0.83%) Marketing
Job Titles
1 79 (65.29%) Developer
2 40 (33.06%) Consultant
3 37 (30.58%) Business Intelligence Consultant
4 33 (27.27%) Business Intelligence Developer
5 18 (14.88%) ETL Developer
6 13 (10.74%) Business Consultant
7 11 (9.09%) SQL Developer
8 10 (8.26%) Big Data Developer
9 9 (7.44%) Analyst
9 9 (7.44%) Oracle BI Developer
9 9 (7.44%) Oracle Developer
10 7 (5.79%) ETL Consultant
11 5 (4.13%) Applications Developer
11 5 (4.13%) QlikView Developer
11 5 (4.13%) Test Automation Engineer
11 5 (4.13%) Test Engineer
12 4 (3.31%) Business Intelligence Analyst
12 4 (3.31%) Data Manager
12 4 (3.31%) Data Warehouse Manager
12 4 (3.31%) Service Manager
Libraries, Frameworks & Software Standards
1 19 (15.70%) .NET
2 17 (14.05%) ASP.NET
3 16 (13.22%) ASP.NET MVC 5
3 16 (13.22%) ASP.NET Web Forms
3 16 (13.22%) WinForms
4 5 (4.13%) Drools
4 5 (4.13%) RESTful
5 3 (2.48%) OpenMP
5 3 (2.48%) Web Services
6 2 (1.65%) .NET Framework
6 2 (1.65%) XML
7 1 (0.83%) COM
7 1 (0.83%) CSS
7 1 (0.83%) Entity Framework
7 1 (0.83%) jQuery
7 1 (0.83%) SOAP
7 1 (0.83%) Spring
7 1 (0.83%) TIBCO EMS
7 1 (0.83%) WCF
7 1 (0.83%) XSLT
Miscellaneous
1 20 (16.53%) Visualisation
2 18 (14.88%) Analytical Skills
3 8 (6.61%) Computer Science
3 8 (6.61%) Mathematics
4 4 (3.31%) Management Information System
5 3 (2.48%) Data Integration
5 3 (2.48%) Statistics
6 1 (0.83%) Algorithms
6 1 (0.83%) Clustering
6 1 (0.83%) Data Structures
6 1 (0.83%) Enterprise Software
Operating Systems
1 22 (18.18%) Unix
2 8 (6.61%) Linux
3 6 (4.96%) Windows
4 1 (0.83%) Red Hat Enterprise Linux
Processes & Methodologies
1 76 (62.81%) Business Intelligence
2 42 (34.71%) Stakeholder Management
3 37 (30.58%) Agile Software Development
3 37 (30.58%) ETL Development
4 33 (27.27%) Asset Management
5 26 (21.49%) Data Modelling
6 24 (19.83%) Data Management
7 20 (16.53%) Dimensional Modelling
7 20 (16.53%) Enterprise Data Management
7 20 (16.53%) PRINCE2
7 20 (16.53%) SDLC
8 17 (14.05%) MVC
9 16 (13.22%) Data Analysis
9 16 (13.22%) Fund Accounting
9 16 (13.22%) Software Architecture
10 14 (11.57%) Scrum
11 10 (8.26%) Performance Tuning
11 10 (8.26%) Software Engineering
12 9 (7.44%) Continuous Integration
13 7 (5.79%) Analytics
Programming Languages
1 56 (46.28%) SQL
2 25 (20.66%) Java
3 22 (18.18%) C#
4 21 (17.36%) Perl
5 16 (13.22%) Korn
5 16 (13.22%) PL/SQL
5 16 (13.22%) VB
6 14 (11.57%) Python
7 8 (6.61%) C++
7 8 (6.61%) T-SQL
8 6 (4.96%) R
9 5 (4.13%) Ruby
10 1 (0.83%) JavaScript
10 1 (0.83%) Shell Script
10 1 (0.83%) VB.NET
Qualifications
1 20 (16.53%) PRINCE2 Practitioner
1 20 (16.53%) Security Cleared
2 12 (9.92%) Degree
3 3 (2.48%) ISEB
3 3 (2.48%) ISTQB
3 3 (2.48%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 20 (16.53%) Data Quality
2 6 (4.96%) QA
System Software
1 1 (0.83%) Apache Flume
Systems Management
1 1 (0.83%) Control-M
1 1 (0.83%) MOM
Vendors
1 46 (38.02%) Oracle
2 38 (31.40%) Cognos
3 31 (25.62%) Informatica
4 21 (17.36%) Microsoft
5 20 (16.53%) Talend
6 16 (13.22%) Ab Initio
6 16 (13.22%) Tableau
6 16 (13.22%) Teradata
7 9 (7.44%) MicroStrategy
8 6 (4.96%) Hyperion
9 4 (3.31%) SAP
10 3 (2.48%) IBM
11 2 (1.65%) Netezza
12 1 (0.83%) ESRI
12 1 (0.83%) Red Hat
12 1 (0.83%) Sybase
12 1 (0.83%) TIBCO
Glasgow
Hays Specialist Recruitment Ltd
Salary: £36000.00 - £40000.00 per annum
Posted: 12 days ago
Glasgow, Lanarkshire
Cognizant
Posted: 5 days ago
Glasgow
Churchill Frank International
Salary: £40000 - £60000 per annum
Posted: 9 days ago
Glasgow
Recruitment Revolution Limited
Salary: Competitive Salary + Benefits Package
Posted: 17 days ago
Glasgow
Vivid Resourcing
Posted: 25 days ago