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 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
Scotland / Glasgow
Rank 53 41 68
Rank change year-on-year
-12 +27
Permanent jobs citing ETL 31 68 32
As % of all permanent IT jobs located in Glasgow 3.37% 5.13% 3.10%
As % of the Processes & Methodologies category 3.79% 5.63% 3.36%
Number of salaries quoted 21 49 16
Median salary £50,000 £47,500 £40,000
Median salary % change year-on-year
+5.26% +18.75%
90% offered a salary of more than £42,000 £35,000 £35,000
10% offered a salary of more than £57,500 £49,000 £43,500
UK excluding London median salary £45,000 £44,614 £45,000
% change year-on-year
+0.86% -0.85%

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
818 1207 951
As % of all permanent IT jobs located in Glasgow 89.01% 91.09% 92.15%
Number of salaries quoted 498 744 637
Median salary £45,000 £45,000 £40,500
Median salary % change year-on-year
- +11.11%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £60,000 £65,000 £58,000
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 18 January 2017.

ETL Salary Histogram in Glasgow

ETL
Top 30 Related IT Skills in Glasgow

For the 6 months to 18 January 2017, 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 47 (67.14%) SQL
2 40 (57.14%) Business Intelligence
3 38 (54.29%) SQL Server
3 38 (54.29%) Data Warehouse
4 31 (44.29%) Oracle
5 28 (40.00%) SQL Server Integration Services
6 24 (34.29%) MicroStrategy
7 20 (28.57%) Data Modelling
7 20 (28.57%) Agile Software Development
8 18 (25.71%) T-SQL
9 17 (24.29%) PL/SQL
9 17 (24.29%) Performance Tuning
10 16 (22.86%) Microsoft
11 11 (15.71%) SQL Server Reporting Services
12 10 (14.29%) Finance
12 10 (14.29%) Unix
12 10 (14.29%) Talend
12 10 (14.29%) Analytics
12 10 (14.29%) Data Integration
12 10 (14.29%) Talend Open Studio
13 9 (12.86%) Big Data
13 9 (12.86%) Analytical Skills
13 9 (12.86%) C#
13 9 (12.86%) Java
14 8 (11.43%) HTML
14 8 (11.43%) .NET
14 8 (11.43%) CSS
14 8 (11.43%) Informatica
14 8 (11.43%) Oracle Database 11g
14 8 (11.43%) ETL Development

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 6 (8.57%) SharePoint
2 4 (5.71%) SAS
3 3 (4.29%) Apache Pig
Applications
1 4 (5.71%) MS Excel
Business Applications
1 3 (4.29%) Dynamics CRM
1 3 (4.29%) Oracle Assets
1 3 (4.29%) Oracle Payables
2 1 (1.43%) Cognos Business Intelligence
Cloud Services
1 7 (10.00%) Amazon AWS
1 7 (10.00%) Microsoft Azure
2 5 (7.14%) SaaS
3 4 (5.71%) Cloud Computing
4 3 (4.29%) GitHub
Communications & Networking
1 1 (1.43%) Internet
Database & Business Intelligence
1 38 (54.29%) Data Warehouse
1 38 (54.29%) SQL Server
2 28 (40.00%) SQL Server Integration Services
3 11 (15.71%) SQL Server Reporting Services
4 9 (12.86%) Big Data
5 8 (11.43%) Oracle Database
5 8 (11.43%) Oracle Database 11g
5 8 (11.43%) Relational Database
6 7 (10.00%) Oracle Database 10g
6 7 (10.00%) Oracle8/8i Database
6 7 (10.00%) Oracle9i Database
6 7 (10.00%) RDBMS
7 5 (7.14%) BusinessObjects
8 4 (5.71%) SQL Server 2005
8 4 (5.71%) SQL Server Analysis Services
9 3 (4.29%) Apache Hive
9 3 (4.29%) DataStage
9 3 (4.29%) Hadoop
9 3 (4.29%) HBase
9 3 (4.29%) SAP Data Services
Development Applications
1 10 (14.29%) Talend Open Studio
2 7 (10.00%) PVCS
3 4 (5.71%) Visual Studio
4 3 (4.29%) Git (software)
5 1 (1.43%) JIRA
5 1 (1.43%) Team Foundation Server
General
1 10 (14.29%) Finance
2 6 (8.57%) Legal
3 3 (4.29%) General Ledger
3 3 (4.29%) Law
3 3 (4.29%) Spanish Language
4 1 (1.43%) Advertising
4 1 (1.43%) Banking
4 1 (1.43%) Retail
Job Titles
1 46 (65.71%) Developer
2 22 (31.43%) Senior Developer
3 16 (22.86%) SQL Developer
4 15 (21.43%) Business Intelligence Developer
5 10 (14.29%) Oracle Developer
6 9 (12.86%) Senior SQL Developer
7 7 (10.00%) Senior Oracle Developer
7 7 (10.00%) Senior SQL Server Developer
7 7 (10.00%) SQL Server Developer
8 6 (8.57%) Consultant
9 5 (7.14%) Data Warehouse Manager
10 4 (5.71%) Administrator
10 4 (5.71%) DBA
10 4 (5.71%) ETL Developer
10 4 (5.71%) Service Manager
11 3 (4.29%) Applications Support
11 3 (4.29%) Business Intelligence Consultant
11 3 (4.29%) Data Administrator
11 3 (4.29%) PL/SQL Developer
11 3 (4.29%) Support Manager
Libraries, Frameworks & Software Standards
1 8 (11.43%) .NET
1 8 (11.43%) CSS
1 8 (11.43%) HTML
2 2 (2.86%) ASP.NET
2 2 (2.86%) MDX
Miscellaneous
1 10 (14.29%) Data Integration
2 9 (12.86%) Analytical Skills
3 7 (10.00%) Enterprise Software
4 6 (8.57%) Visualisation
5 4 (5.71%) Computer Science
5 4 (5.71%) Reference Data
6 1 (1.43%) Data Extraction
6 1 (1.43%) Derivative
6 1 (1.43%) Minimum Viable Product
6 1 (1.43%) Swaptions
Operating Systems
1 10 (14.29%) Unix
2 4 (5.71%) Linux
3 3 (4.29%) Solaris
Processes & Methodologies
1 40 (57.14%) Business Intelligence
2 20 (28.57%) Agile Software Development
2 20 (28.57%) Data Modelling
3 17 (24.29%) Performance Tuning
4 10 (14.29%) Analytics
5 8 (11.43%) ETL Development
5 8 (11.43%) Wealth Management
6 7 (10.00%) Information Management
6 7 (10.00%) Infrastructure Management
7 6 (8.57%) Data Analytics
8 5 (7.14%) Data Management
8 5 (7.14%) Data Mapping
8 5 (7.14%) Service Delivery
9 4 (5.71%) Customer Engagement
9 4 (5.71%) Data Governance
9 4 (5.71%) Master Data Management
9 4 (5.71%) Mentoring
9 4 (5.71%) Project Management
9 4 (5.71%) Software Engineering
10 3 (4.29%) Business Analysis
Programming Languages
1 47 (67.14%) SQL
2 18 (25.71%) T-SQL
3 17 (24.29%) PL/SQL
4 9 (12.86%) C#
4 9 (12.86%) Java
5 5 (7.14%) JavaScript
5 5 (7.14%) PowerShell
6 3 (4.29%) Perl
7 1 (1.43%) C
7 1 (1.43%) Python
Qualifications
1 7 (10.00%) Security Cleared
2 4 (5.71%) Degree
Quality Assurance & Compliance
1 8 (11.43%) Data Quality
2 4 (5.71%) QA
3 1 (1.43%) EMIR
3 1 (1.43%) MiFID
3 1 (1.43%) UCITS
System Software
1 3 (4.29%) HDFS
Systems Management
1 3 (4.29%) Oozie
Vendors
1 31 (44.29%) Oracle
2 24 (34.29%) MicroStrategy
3 16 (22.86%) Microsoft
4 10 (14.29%) Talend
5 8 (11.43%) Informatica
6 7 (10.00%) Netezza
7 4 (5.71%) Tableau
7 4 (5.71%) Teradata
8 3 (4.29%) Ab Initio
9 2 (2.86%) Salesforce.com
9 2 (2.86%) SAP
10 1 (1.43%) Alteryx
10 1 (1.43%) Charles River
10 1 (1.43%) Cognos
Glasgow, Lanarkshire
Sopra Steria Recruitment
Salary: From £40,000 to £50,000 per annum Plus excellent benefits
Posted: 19 hours ago
Glasgow
Cathcart Associates
Salary: £35000 - £45000 per annum + Benefits
Posted: 9 days ago
Glasgow
Cathcart Associates
Salary: £35000 - £45000 per annum + Benefits
Posted: 9 days ago