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 30 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
30 Jul 2015
Same period 2014 Same period 2013
Extract, Transform and Load (ETL)
Rank 39 78 48
Rank change year-on-year
+39 -30
Permanent jobs citing ETL 69 37 52
As % of all permanent IT jobs located in Glasgow 5.80% 2.62% 4.19%
As % of the Processes & Methodologies category 6.52% 3.02% 5.15%
Number of salaries quoted 46 19 29
Average salary £39,500 £46,500 £42,500
Average salary % change year-on-year
-15.05% +9.41%
90% offered a salary of more than £31,250 £37,500 £34,000
10% offered a salary of more than £61,500 £58,000 £52,500
UK excluding London average salary £47,000 £45,000 £45,000
% change year-on-year
+4.44% -
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
1059 1227 1009
As % of all permanent IT jobs located in Glasgow 89.07% 86.90% 81.31%
Number of salaries quoted 676 757 678
Average salary £44,000 £40,000 £42,500
Average salary % change year-on-year
+10.00% -5.88%
90% offered a salary of more than £34,500 £30,000 £30,000
10% offered a salary of more than £62,500 £55,000 £60,000
UK excluding London average salary £44,500 £42,500 £40,699
% change year-on-year
+4.70% +4.42%

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 30 July 2015.

ETL Salary Histogram in Glasgow

ETL
Top 30 Related IT Skills in Glasgow

For the 6 months to 30 July 2015, 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 81 (79.41%) SQL
2 48 (47.06%) Business Intelligence
3 47 (46.08%) Oracle
4 44 (43.14%) Finance
5 42 (41.18%) Data Warehouse
6 37 (36.27%) Microsoft
6 37 (36.27%) SQL Server
6 37 (36.27%) SQL Server Integration Services
7 31 (30.39%) T-SQL
8 30 (29.41%) Big Data
9 29 (28.43%) Analytics
10 28 (27.45%) SQL Server Reporting Services
11 24 (23.53%) Informatica
12 21 (20.59%) BusinessObjects
12 21 (20.59%) Java
12 21 (20.59%) Web Services
12 21 (20.59%) Hadoop
13 18 (17.65%) PL/SQL
13 18 (17.65%) .NET
14 17 (16.67%) C#
14 17 (16.67%) ASP.NET
14 17 (16.67%) Data Modelling
14 17 (16.67%) Agile Software Development
14 17 (16.67%) QlikView
15 16 (15.69%) QA
15 16 (15.69%) Stakeholder Management
15 16 (15.69%) Analytical Skills
16 14 (13.73%) MS Excel
16 14 (13.73%) SAP
17 13 (12.75%) Visualisation

ETL
Top Related IT Skills in Glasgow by Category

For the 6 months to 30 July 2015, 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 11 (10.78%) Apache Pig
2 10 (9.80%) SAS
3 6 (5.88%) Apache
4 4 (3.92%) Apache Spark
5 3 (2.94%) JBoss
5 3 (2.94%) WebSphere
6 1 (0.98%) SharePoint
6 1 (0.98%) BizTalk Server
Applications
1 14 (13.73%) MS Excel
2 7 (6.86%) SPSS
3 1 (0.98%) MS Visio
Business Applications
1 2 (1.96%) Oracle Financials
Cloud Services
1 3 (2.94%) Cloud Computing
1 3 (2.94%) Amazon EC2
1 3 (2.94%) Amazon AWS
1 3 (2.94%) Amazon EMR
Communications & Networking
1 3 (2.94%) LDAP
2 1 (0.98%) DAB
Database & Business Intelligence
1 42 (41.18%) Data Warehouse
2 37 (36.27%) SQL Server
2 37 (36.27%) SQL Server Integration Services
3 30 (29.41%) Big Data
4 28 (27.45%) SQL Server Reporting Services
5 21 (20.59%) BusinessObjects
5 21 (20.59%) Hadoop
6 17 (16.67%) QlikView
7 13 (12.75%) MongoDB
8 12 (11.76%) Relational Database
9 11 (10.78%) Apache Hive
9 11 (10.78%) HBase
10 10 (9.80%) SQL Server Analysis Services
10 10 (9.80%) RDBMS
10 10 (9.80%) DTS
11 8 (7.84%) SQL Server 2008
11 8 (7.84%) SQL Server 2012
12 7 (6.86%) Enterprise Data Warehouse
12 7 (6.86%) Pentaho
12 7 (6.86%) NoSQL
Development Applications
1 8 (7.84%) Visual Studio
1 8 (7.84%) Subversion
1 8 (7.84%) Selenium
1 8 (7.84%) TeamCity
1 8 (7.84%) Git (software)
1 8 (7.84%) WatiN
1 8 (7.84%) Cucumber
1 8 (7.84%) MSBuild
1 8 (7.84%) SpecFlow
1 8 (7.84%) GitLab
2 6 (5.88%) Talend Open Studio
General
1 44 (43.14%) Finance
2 9 (8.82%) Banking
3 4 (3.92%) Manufacturing
4 1 (0.98%) Advertising
4 1 (0.98%) Retail
4 1 (0.98%) Investment Banking
Job Titles
1 58 (56.86%) Developer
2 16 (15.69%) SQL Developer
3 14 (13.73%) Senior Developer
4 12 (11.76%) Analyst
4 12 (11.76%) .NET Developer
4 12 (11.76%) Business Intelligence Developer
5 10 (9.80%) Architect
5 10 (9.80%) Consultant
5 10 (9.80%) Data Architect
6 8 (7.84%) Senior .NET Developer
7 7 (6.86%) Data Warehouse Developer
8 5 (4.90%) Support Analyst
8 5 (4.90%) Business Intelligence Analyst
8 5 (4.90%) ETL Developer
9 4 (3.92%) Report Developer
9 4 (3.92%) Data Analytics Manager
9 4 (3.92%) ASP.NET Developer
9 4 (3.92%) Applications Developer
9 4 (3.92%) Data Manager
10 3 (2.94%) Big Data Developer
Libraries, Frameworks & Software Standards
1 21 (20.59%) Web Services
2 18 (17.65%) .NET
3 17 (16.67%) ASP.NET
4 10 (9.80%) XML
5 9 (8.82%) .NET Framework
6 8 (7.84%) NHibernate
6 8 (7.84%) XSD
6 8 (7.84%) XSLT
6 8 (7.84%) CSS
6 8 (7.84%) HTML
6 8 (7.84%) SOAP
6 8 (7.84%) HTML5
6 8 (7.84%) Entity Framework
6 8 (7.84%) LINQ to SQL
6 8 (7.84%) KnockoutJS
6 8 (7.84%) AngularJS
6 8 (7.84%) Twitter Bootstrap
6 8 (7.84%) ASP.NET Web Forms
6 8 (7.84%) LINQ
6 8 (7.84%) jQuery
Miscellaneous
1 16 (15.69%) Analytical Skills
2 13 (12.75%) Visualisation
3 6 (5.88%) Data Integration
4 3 (2.94%) Management Information System
4 3 (2.94%) Computer Science
4 3 (2.94%) Reference Data
5 1 (0.98%) Replication
5 1 (0.98%) Clustering
5 1 (0.98%) N-Tier
Operating Systems
1 12 (11.76%) UNIX
2 8 (7.84%) Windows
2 8 (7.84%) Linux
3 5 (4.90%) Windows Server 2008
4 1 (0.98%) Windows Server 2012
Processes & Methodologies
1 48 (47.06%) Business Intelligence
2 29 (28.43%) Analytics
3 17 (16.67%) Data Modelling
3 17 (16.67%) Agile Software Development
4 16 (15.69%) Stakeholder Management
5 12 (11.76%) Data Management
5 12 (11.76%) Data Analytics
6 11 (10.78%) SDLC
6 11 (10.78%) Scrum
7 10 (9.80%) Requirements Analysis
8 9 (8.82%) Configuration Management
8 9 (8.82%) Performance Tuning
9 8 (7.84%) Master Data Management
9 8 (7.84%) Continuous Integration
9 8 (7.84%) Waterfall
9 8 (7.84%) Quality Management
9 8 (7.84%) MVC
9 8 (7.84%) Information Management
9 8 (7.84%) Data Analysis
9 8 (7.84%) Automated Testing
Programming Languages
1 81 (79.41%) SQL
2 31 (30.39%) T-SQL
3 21 (20.59%) Java
4 18 (17.65%) PL/SQL
5 17 (16.67%) C#
6 10 (9.80%) Shell Script
7 9 (8.82%) Python
7 9 (8.82%) R
8 8 (7.84%) JavaScript
9 3 (2.94%) Perl
9 3 (2.94%) PHP
9 3 (2.94%) Scala
10 1 (0.98%) C++
10 1 (0.98%) ABAP
Qualifications
1 6 (5.88%) Degree
2 4 (3.92%) Security Cleared
3 3 (2.94%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 16 (15.69%) QA
2 1 (0.98%) Data Quality
System Software
1 9 (8.82%) Apache Flume
Systems Management
1 9 (8.82%) MOM
2 3 (2.94%) Control-M
2 3 (2.94%) Foglight
2 3 (2.94%) Opscode Chef
Vendors
1 47 (46.08%) Oracle
2 37 (36.27%) Microsoft
3 24 (23.53%) Informatica
4 14 (13.73%) SAP
5 12 (11.76%) Cognos
6 8 (7.84%) TIBCO
7 7 (6.86%) Sybase
8 6 (5.88%) MicroStrategy
8 6 (5.88%) Perforce
8 6 (5.88%) Tableau
8 6 (5.88%) Talend
9 5 (4.90%) IBM
10 4 (3.92%) Vertica
10 4 (3.92%) Netezza
10 4 (3.92%) Greenplum
10 4 (3.92%) Teradata
11 2 (1.96%) Hyland
11 2 (1.96%) Hyperion
11 2 (1.96%) Siebel
11 2 (1.96%) Hortonworks
Glasgow, Lanarkshire
Experis Ltd
Salary: £55000.00 - £65000.00 per annum
Posted: 2 days ago
Glasgow, Lanarkshire
Lawrence Harvey Enterprise
Salary: £50000.00 - £65000.00 per annum + benefits + bonus
Posted: 3 days ago
Glasgow, Lanarkshire
Harvey Nash plc
Posted: 3 days ago
Glasgow
Hays IT - Uk Posting account
Posted: 21 days ago