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 27 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Aug 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 62 39 71
Rank change year-on-year
-23 +32
Permanent jobs citing ETL 34 78 44
As % of all permanent IT jobs located in Glasgow 2.99% 6.17% 3.13%
As % of the Processes & Methodologies category 3.28% 6.75% 3.44%
Number of salaries quoted 16 53 21
Median salary £47,250 £46,000 £46,500
Median salary % change year-on-year
+2.71% -1.07%
90% offered a salary of more than £32,000 £32,900 £37,500
10% offered a salary of more than £52,500 £62,400 £57,500
UK excluding London median salary £45,000 £45,000 £45,000
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
1037 1156 1279
As % of all permanent IT jobs located in Glasgow 91.29% 91.38% 90.97%
Number of salaries quoted 514 736 771
Median salary £42,500 £45,000 £40,000
Median salary % change year-on-year
-5.55% +12.50%
90% offered a salary of more than £30,000 £33,000 £30,000
10% offered a salary of more than £60,000 £57,500 £63,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 27 August 2016.

ETL Salary Histogram in Glasgow

ETL
Top 30 Related IT Skills in Glasgow

For the 6 months to 27 August 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 51 (56.67%) SQL
2 41 (45.56%) Business Intelligence
3 40 (44.44%) SQL Server
4 31 (34.44%) Finance
5 28 (31.11%) SQL Server Integration Services
6 27 (30.00%) Java
7 26 (28.89%) Microsoft
8 25 (27.78%) Data Warehouse
8 25 (27.78%) Oracle
9 24 (26.67%) Unix
9 24 (26.67%) Agile Software Development
10 21 (23.33%) Perl
11 20 (22.22%) T-SQL
12 19 (21.11%) Informatica
12 19 (21.11%) Asset Management
12 19 (21.11%) SDLC
13 17 (18.89%) Big Data
13 17 (18.89%) Scrum
13 17 (18.89%) .NET
14 16 (17.78%) C#
14 16 (17.78%) Python
14 16 (17.78%) Ab Initio
14 16 (17.78%) Analytical Skills
14 16 (17.78%) Performance Tuning
15 15 (16.67%) ETL Development
15 15 (16.67%) Hadoop
16 14 (15.56%) MVC
16 14 (15.56%) ASP.NET
17 13 (14.44%) Data Modelling
17 13 (14.44%) Degree

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 (8.89%) Apache
2 4 (4.44%) SAS
3 3 (3.33%) Apache Pig
3 3 (3.33%) Apache Spark
3 3 (3.33%) SharePoint
Applications
1 4 (4.44%) MS Excel
2 3 (3.33%) MS Visio
3 2 (2.22%) MS Office
3 2 (2.22%) MS Project
Business Applications
1 12 (13.33%) Hi Portfolio
2 6 (6.67%) Cognos Business Intelligence
3 4 (4.44%) Cognos TM1
3 4 (4.44%) Oracle Assets
3 4 (4.44%) Oracle Payables
4 2 (2.22%) Dynamics CRM
5 1 (1.11%) SAP BPC
Cloud Services
1 2 (2.22%) Microsoft Azure
Database & Business Intelligence
1 40 (44.44%) SQL Server
2 28 (31.11%) SQL Server Integration Services
3 25 (27.78%) Data Warehouse
4 17 (18.89%) Big Data
5 15 (16.67%) Hadoop
6 12 (13.33%) JasperReports
7 11 (12.22%) DataStage
8 8 (8.89%) Oracle Database
9 7 (7.78%) PowerCenter
9 7 (7.78%) RDBMS
9 7 (7.78%) Relational Database
10 6 (6.67%) Apache Hive
10 6 (6.67%) BusinessObjects
10 6 (6.67%) Pentaho
10 6 (6.67%) QlikView
11 5 (5.56%) Crystal Reports
11 5 (5.56%) OLAP
11 5 (5.56%) OLTP
11 5 (5.56%) SQL Server Reporting Services
12 4 (4.44%) SQL Server 2005
Development Applications
1 5 (5.56%) Git (software)
1 5 (5.56%) JBehave
1 5 (5.56%) Jenkins
1 5 (5.56%) JUnit
1 5 (5.56%) Maven
1 5 (5.56%) Selenium
1 5 (5.56%) Subversion
1 5 (5.56%) TestNG
1 5 (5.56%) WebDriver
2 4 (4.44%) Team Foundation Server
3 1 (1.11%) Visual Studio
General
1 31 (34.44%) Finance
2 9 (10.00%) Banking
3 4 (4.44%) General Ledger
4 3 (3.33%) Law
4 3 (3.33%) Legal
5 1 (1.11%) Advertising
5 1 (1.11%) Marketing
Job Titles
1 61 (67.78%) Developer
2 21 (23.33%) SQL Developer
3 17 (18.89%) ETL Developer
4 14 (15.56%) Big Data Developer
5 12 (13.33%) Consultant
6 5 (5.56%) Analyst
6 5 (5.56%) Applications Developer
6 5 (5.56%) Business Intelligence Developer
6 5 (5.56%) Data Consultant
6 5 (5.56%) ETL Consultant
6 5 (5.56%) QlikView Developer
6 5 (5.56%) Test Automation Engineer
6 5 (5.56%) Test Engineer
7 4 (4.44%) Applications Manager
7 4 (4.44%) Cognos Developer
7 4 (4.44%) Data Integration Consultant
7 4 (4.44%) Data Integration Developer
7 4 (4.44%) Informatica Consultant
7 4 (4.44%) Integration Consultant
7 4 (4.44%) Microsoft Consultant
Libraries, Frameworks & Software Standards
1 17 (18.89%) .NET
2 14 (15.56%) ASP.NET
3 12 (13.33%) ASP.NET MVC 5
3 12 (13.33%) ASP.NET Web Forms
3 12 (13.33%) WinForms
4 5 (5.56%) Drools
4 5 (5.56%) MDX
4 5 (5.56%) RESTful
5 4 (4.44%) Web Services
6 3 (3.33%) CSS
6 3 (3.33%) HTML
6 3 (3.33%) OpenMP
7 2 (2.22%) XML
8 1 (1.11%) .NET Framework
8 1 (1.11%) COM
8 1 (1.11%) Entity Framework
8 1 (1.11%) FpML
8 1 (1.11%) SOAP
8 1 (1.11%) XML Schema
8 1 (1.11%) XSLT
Miscellaneous
1 16 (17.78%) Analytical Skills
2 11 (12.22%) Computer Science
3 8 (8.89%) Mathematics
4 6 (6.67%) Data Integration
5 4 (4.44%) Management Information System
5 4 (4.44%) Reference Data
5 4 (4.44%) Visualisation
6 3 (3.33%) Enterprise Software
6 3 (3.33%) Statistics
7 1 (1.11%) Clustering
7 1 (1.11%) Replication
Operating Systems
1 24 (26.67%) Unix
2 12 (13.33%) Linux
3 7 (7.78%) Windows
4 4 (4.44%) Solaris
5 2 (2.22%) Windows Server
Processes & Methodologies
1 41 (45.56%) Business Intelligence
2 24 (26.67%) Agile Software Development
3 19 (21.11%) Asset Management
3 19 (21.11%) SDLC
4 17 (18.89%) Scrum
5 16 (17.78%) Performance Tuning
6 15 (16.67%) ETL Development
7 14 (15.56%) MVC
8 13 (14.44%) Data Modelling
9 12 (13.33%) Analytics
9 12 (13.33%) Fund Accounting
9 12 (13.33%) Software Architecture
10 11 (12.22%) Software Engineering
11 9 (10.00%) Continuous Integration
12 7 (7.78%) Data Management
12 7 (7.78%) Information Management
12 7 (7.78%) Master Data Management
12 7 (7.78%) Test Scripting
13 5 (5.56%) Data Analytics
13 5 (5.56%) Test Strategy
Programming Languages
1 51 (56.67%) SQL
2 27 (30.00%) Java
3 21 (23.33%) Perl
4 20 (22.22%) T-SQL
5 16 (17.78%) C#
5 16 (17.78%) Python
6 12 (13.33%) Korn
6 12 (13.33%) VB
7 10 (11.11%) PL/SQL
8 9 (10.00%) R
9 8 (8.89%) C++
10 5 (5.56%) Ruby
11 3 (3.33%) JavaScript
12 1 (1.11%) VB.NET
Qualifications
1 13 (14.44%) Degree
Quality Assurance & Compliance
1 9 (10.00%) Data Quality
2 3 (3.33%) QA
System Software
1 3 (3.33%) Apache Flume
Systems Management
1 3 (3.33%) MOM
Vendors
1 26 (28.89%) Microsoft
2 25 (27.78%) Oracle
3 19 (21.11%) Informatica
4 16 (17.78%) Ab Initio
5 10 (11.11%) MicroStrategy
6 9 (10.00%) Cognos
7 8 (8.89%) IBM
8 6 (6.67%) SAP
9 5 (5.56%) Netezza
9 5 (5.56%) Tableau
10 3 (3.33%) ESRI
10 3 (3.33%) Teradata
11 1 (1.11%) Cognizant
Glasgow
Hays Specialist Recruitment Ltd
Salary: £45000.00 - £60000.00 per annum
Posted: 9 days ago
Glasgow
Hays Specialist Recruitment Ltd
Salary: Senior Level Salary + Excellent Pension
Posted: 16 days ago