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 4 September 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
4 Sep 2015
Same period 2014 Same period 2013
Extract, Transform and Load (ETL)
Rank 41 72 52
Rank change year-on-year
+31 -20
Permanent jobs citing ETL 77 41 47
As % of all permanent IT jobs located in Glasgow 5.93% 2.95% 4.25%
As % of the Processes & Methodologies category 6.61% 3.39% 5.06%
Number of salaries quoted 49 18 26
Average salary £47,500 £43,000 £42,500
Average salary % change year-on-year
+10.46% +1.17%
90% offered a salary of more than £37,200 £34,250 £35,000
10% offered a salary of more than £63,000 £55,050 £52,500
UK excluding London average 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
1165 1210 929
As % of all permanent IT jobs located in Glasgow 89.75% 86.99% 83.92%
Number of salaries quoted 732 694 617
Average salary £45,000 £40,000 £42,500
Average salary % change year-on-year
+12.50% -5.88%
90% offered a salary of more than £33,000 £30,000 £30,000
10% offered a salary of more than £62,500 £55,000 £57,500
UK excluding London average salary £45,000 £42,500 £41,500
% change year-on-year
+5.88% +2.40%

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 4 September 2015.

ETL Salary Histogram in Glasgow

ETL
Top 30 Related IT Skills in Glasgow

For the 6 months to 4 September 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 92 (73.60%) SQL
2 56 (44.80%) Business Intelligence
3 55 (44.00%) Finance
4 49 (39.20%) Oracle
5 48 (38.40%) SQL Server Integration Services
6 46 (36.80%) Data Warehouse
7 42 (33.60%) SQL Server
8 40 (32.00%) Microsoft
9 35 (28.00%) SQL Server Reporting Services
10 33 (26.40%) Big Data
11 31 (24.80%) T-SQL
11 31 (24.80%) Analytics
12 30 (24.00%) Informatica
13 27 (21.60%) Hadoop
14 25 (20.00%) Agile Software Development
15 24 (19.20%) BusinessObjects
15 24 (19.20%) Java
16 23 (18.40%) QlikView
17 20 (16.00%) SQL Server Analysis Services
17 20 (16.00%) .NET
17 20 (16.00%) Stakeholder Management
18 19 (15.20%) Visualisation
18 19 (15.20%) Analytical Skills
19 18 (14.40%) Performance Tuning
19 18 (14.40%) Web Services
20 16 (12.80%) Scrum
20 16 (12.80%) ASP.NET
20 16 (12.80%) C#
20 16 (12.80%) PL/SQL
20 16 (12.80%) MS Excel

ETL
Top Related IT Skills in Glasgow by Category

For the 6 months to 4 September 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 (8.80%) Apache Pig
1 11 (8.80%) Apache Spark
2 10 (8.00%) Apache
3 9 (7.20%) SAS
4 4 (3.20%) JBoss
5 3 (2.40%) WebSphere
6 1 (0.80%) BizTalk Server
6 1 (0.80%) SharePoint
Applications
1 16 (12.80%) MS Excel
2 7 (5.60%) SPSS
3 1 (0.80%) MS Visio
Business Applications
1 2 (1.60%) Oracle Financials
Cloud Services
1 3 (2.40%) Cloud Computing
1 3 (2.40%) Amazon EC2
1 3 (2.40%) Amazon AWS
1 3 (2.40%) Amazon EMR
Communications & Networking
1 3 (2.40%) LDAP
2 2 (1.60%) DAB
Database & Business Intelligence
1 48 (38.40%) SQL Server Integration Services
2 46 (36.80%) Data Warehouse
3 42 (33.60%) SQL Server
4 35 (28.00%) SQL Server Reporting Services
5 33 (26.40%) Big Data
6 27 (21.60%) Hadoop
7 24 (19.20%) BusinessObjects
8 23 (18.40%) QlikView
9 20 (16.00%) SQL Server Analysis Services
10 15 (12.00%) Apache Hive
11 12 (9.60%) MongoDB
12 11 (8.80%) DTS
12 11 (8.80%) SQL Server 2012
12 11 (8.80%) HBase
13 10 (8.00%) Relational Database
13 10 (8.00%) NoSQL
14 9 (7.20%) SQL Server 2008
15 7 (5.60%) Spotfire
15 7 (5.60%) RDBMS
15 7 (5.60%) Pentaho
Development Applications
1 11 (8.80%) Talend Open Studio
1 11 (8.80%) Visual Studio
2 9 (7.20%) Subversion
3 7 (5.60%) WatiN
3 7 (5.60%) TeamCity
3 7 (5.60%) Git (software)
3 7 (5.60%) Cucumber
3 7 (5.60%) MSBuild
3 7 (5.60%) SpecFlow
3 7 (5.60%) Selenium
3 7 (5.60%) GitLab
4 2 (1.60%) Jenkins
4 2 (1.60%) Team Foundation Server
4 2 (1.60%) JBehave
4 2 (1.60%) Maven
General
1 55 (44.00%) Finance
2 10 (8.00%) Banking
3 4 (3.20%) Manufacturing
4 3 (2.40%) Retail
5 2 (1.60%) Retail Banking
5 2 (1.60%) Law
6 1 (0.80%) Advertising
6 1 (0.80%) Investment Banking
Job Titles
1 76 (60.80%) Developer
2 21 (16.80%) Business Intelligence Developer
3 19 (15.20%) SQL Developer
4 17 (13.60%) Senior Developer
5 16 (12.80%) Consultant
6 11 (8.80%) .NET Developer
7 10 (8.00%) DBA
7 10 (8.00%) Architect
8 9 (7.20%) Analyst
8 9 (7.20%) SQL DBA
9 8 (6.40%) Data Architect
9 8 (6.40%) Business Intelligence Consultant
10 7 (5.60%) Data Warehouse Developer
10 7 (5.60%) Senior .NET Developer
10 7 (5.60%) Big Data Developer
11 5 (4.00%) AWS Developer
11 5 (4.00%) ETL Developer
11 5 (4.00%) Support Analyst
12 4 (3.20%) ASP.NET Developer
12 4 (3.20%) Applications Developer
Libraries, Frameworks & Software Standards
1 20 (16.00%) .NET
2 18 (14.40%) Web Services
3 16 (12.80%) ASP.NET
4 10 (8.00%) Drools
5 8 (6.40%) .NET Framework
6 7 (5.60%) XML
6 7 (5.60%) XSD
6 7 (5.60%) XSLT
6 7 (5.60%) CSS
6 7 (5.60%) HTML
6 7 (5.60%) SOAP
6 7 (5.60%) HTML5
6 7 (5.60%) Entity Framework
6 7 (5.60%) LINQ to SQL
6 7 (5.60%) KnockoutJS
6 7 (5.60%) AngularJS
6 7 (5.60%) Twitter Bootstrap
6 7 (5.60%) ASP.NET Web Forms
6 7 (5.60%) NHibernate
6 7 (5.60%) LINQ
Miscellaneous
1 19 (15.20%) Visualisation
1 19 (15.20%) Analytical Skills
2 9 (7.20%) Data Integration
2 9 (7.20%) Computer Science
3 6 (4.80%) Statistics
4 4 (3.20%) Mathematics
5 3 (2.40%) Management Information System
5 3 (2.40%) Clustering
6 2 (1.60%) Credit Risk
7 1 (0.80%) Reference Data
7 1 (0.80%) N-Tier
7 1 (0.80%) Replication
Operating Systems
1 13 (10.40%) UNIX
2 10 (8.00%) Windows
3 9 (7.20%) Linux
4 5 (4.00%) Windows Server 2008
5 1 (0.80%) Windows Server 2012
Processes & Methodologies
1 56 (44.80%) Business Intelligence
2 31 (24.80%) Analytics
3 25 (20.00%) Agile Software Development
4 20 (16.00%) Stakeholder Management
5 18 (14.40%) Performance Tuning
6 16 (12.80%) Scrum
7 13 (10.40%) Data Management
7 13 (10.40%) Data Modelling
8 12 (9.60%) SDLC
9 11 (8.80%) Data Analytics
9 11 (8.80%) Continuous Integration
10 10 (8.00%) Requirements Analysis
11 9 (7.20%) Configuration Management
12 8 (6.40%) PRINCE2
12 8 (6.40%) Data Analysis
12 8 (6.40%) Enterprise Data Management
13 7 (5.60%) Incident Management
13 7 (5.60%) User Acceptance Testing
13 7 (5.60%) User Stories
13 7 (5.60%) Automated Testing
Programming Languages
1 92 (73.60%) SQL
2 31 (24.80%) T-SQL
3 24 (19.20%) Java
4 16 (12.80%) C#
4 16 (12.80%) PL/SQL
5 15 (12.00%) Python
6 13 (10.40%) Shell Script
7 8 (6.40%) R
8 7 (5.60%) JavaScript
9 6 (4.80%) Scala
10 5 (4.00%) C++
11 4 (3.20%) PowerShell
12 3 (2.40%) Perl
12 3 (2.40%) PHP
13 1 (0.80%) ABAP
Qualifications
1 12 (9.60%) Degree
2 11 (8.80%) Security Cleared
3 8 (6.40%) PRINCE2 Practitioner
4 2 (1.60%) Microsoft Certification
4 2 (1.60%) MCTS
4 2 (1.60%) MCITP
Quality Assurance & Compliance
1 15 (12.00%) QA
2 2 (1.60%) FATCA
2 2 (1.60%) COREP
2 2 (1.60%) FINREP
3 1 (0.80%) Data Quality
System Software
1 9 (7.20%) Apache Flume
Systems Management
1 7 (5.60%) MOM
2 3 (2.40%) Control-M
2 3 (2.40%) Foglight
2 3 (2.40%) Opscode Chef
Vendors
1 49 (39.20%) Oracle
2 40 (32.00%) Microsoft
3 30 (24.00%) Informatica
4 16 (12.80%) Cognos
5 13 (10.40%) SAP
6 11 (8.80%) Talend
7 7 (5.60%) Tableau
7 7 (5.60%) Sybase
7 7 (5.60%) TIBCO
8 6 (4.80%) Perforce
9 5 (4.00%) MicroStrategy
9 5 (4.00%) Vertica
10 4 (3.20%) Netezza
10 4 (3.20%) Greenplum
10 4 (3.20%) Teradata
10 4 (3.20%) IBM
11 2 (1.60%) Siebel
11 2 (1.60%) Hyland
11 2 (1.60%) Terracotta
11 2 (1.60%) Red Hat
Glasgow, Lanarkshire
Search Consultancy
Salary: Negotiable
Posted: 14 hours ago
Glasgow Area
ANSON MCCADE
Salary: Circa £60,000 - £85,000 depending on level
Posted: 2 days ago
Glasgow, Lanarkshire
KDR
Salary: £40000 - £60000 per annum + Bonus + Pension
Posted: 3 days ago
Glasgow, Lanarkshire
Computer Futures
Salary: competitive
Posted: 11 days ago
Glasgow, Lanarkshire
Computer Futures
Salary: competitive
Posted: 11 days ago
Glasgow
Computer Futures
Salary: competitive
Posted: 11 days ago
Glasgow
Computer Futures
Salary: competitive
Posted: 11 days ago
Glasgow
Lawrence Harvey
Salary: £50000.00 - £55000.00 per annum + Benefits and Bonus
Posted: 15 days ago