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 26 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
26 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
Scotland / Glasgow
Rank 60 51 64
Rank change year-on-year
-9 +13
Permanent jobs citing ETL 25 66 38
As % of all permanent IT jobs located in Glasgow 2.78% 4.84% 3.29%
As % of the Processes & Methodologies category 3.07% 5.27% 3.62%
Number of salaries quoted 22 47 22
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 £40,000 £35,000 £32,750
10% offered a salary of more than £51,500 £55,000 £45,900
UK excluding London median salary £45,000 £45,000 £45,000

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
815 1253 1050
As % of all permanent IT jobs located in Glasgow 90.66% 91.86% 90.91%
Number of salaries quoted 498 743 705
Median salary £45,000 £45,000 £43,000
Median salary % change year-on-year
- +4.65%
90% offered a salary of more than £32,500 £31,500 £32,500
10% offered a salary of more than £60,000 £60,000 £65,000
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 26 February 2017.

ETL Salary Histogram in Glasgow

ETL
Top 30 Related IT Skills in Glasgow

For the 6 months to 26 February 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 42 (66.67%) SQL
2 39 (61.90%) Data Warehouse
3 34 (53.97%) SQL Server
4 32 (50.79%) Business Intelligence
5 28 (44.44%) Oracle
6 27 (42.86%) MicroStrategy
7 24 (38.10%) SQL Server Integration Services
8 22 (34.92%) Data Modelling
9 18 (28.57%) PL/SQL
9 18 (28.57%) T-SQL
9 18 (28.57%) Performance Tuning
10 16 (25.40%) Agile Software Development
11 13 (20.63%) Talend Open Studio
11 13 (20.63%) Talend
12 12 (19.05%) Relational Database
12 12 (19.05%) Microsoft
13 11 (17.46%) RDBMS
13 11 (17.46%) Oracle Database
14 10 (15.87%) ETL Development
14 10 (15.87%) Infrastructure Management
14 10 (15.87%) Oracle Database 11g
14 10 (15.87%) Security Cleared
14 10 (15.87%) Oracle Database 10g
14 10 (15.87%) PVCS
14 10 (15.87%) Unix
14 10 (15.87%) Oracle8/8i Database
14 10 (15.87%) Oracle9i Database
15 9 (14.29%) Data Integration
15 9 (14.29%) SQL Server Reporting Services
15 9 (14.29%) Big Data

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 4 (6.35%) SharePoint
2 3 (4.76%) Apache Pig
2 3 (4.76%) SAS
Applications
1 4 (6.35%) MS Excel
Business Applications
1 1 (1.59%) Dynamics CRM
Cloud Services
1 7 (11.11%) Amazon AWS
2 6 (9.52%) Microsoft Azure
3 5 (7.94%) SaaS
4 4 (6.35%) Cloud Computing
5 3 (4.76%) GitHub
Communications & Networking
1 1 (1.59%) Internet
Database & Business Intelligence
1 39 (61.90%) Data Warehouse
2 34 (53.97%) SQL Server
3 24 (38.10%) SQL Server Integration Services
4 12 (19.05%) Relational Database
5 11 (17.46%) Oracle Database
5 11 (17.46%) RDBMS
6 10 (15.87%) Oracle Database 10g
6 10 (15.87%) Oracle Database 11g
6 10 (15.87%) Oracle8/8i Database
6 10 (15.87%) Oracle9i Database
7 9 (14.29%) Big Data
7 9 (14.29%) SQL Server Reporting Services
8 7 (11.11%) SQL Server 2005
9 5 (7.94%) SQL Server 2012
10 4 (6.35%) OLAP
10 4 (6.35%) OLTP
11 3 (4.76%) Apache Hive
11 3 (4.76%) DB2
11 3 (4.76%) Hadoop
11 3 (4.76%) SQL Server Analysis Services
Development Applications
1 13 (20.63%) Talend Open Studio
2 10 (15.87%) PVCS
3 4 (6.35%) Visual Studio
4 3 (4.76%) Git (software)
5 1 (1.59%) JIRA
General
1 8 (12.70%) Finance
2 3 (4.76%) Legal
2 3 (4.76%) Spanish Language
3 1 (1.59%) Law
3 1 (1.59%) Retail
Job Titles
1 40 (63.49%) Developer
2 24 (38.10%) Senior Developer
3 12 (19.05%) Business Intelligence Developer
4 11 (17.46%) Oracle Developer
4 11 (17.46%) SQL Developer
5 10 (15.87%) Senior Oracle Developer
6 8 (12.70%) DBA
6 8 (12.70%) Senior SQL Developer
7 6 (9.52%) Senior SQL Server Developer
7 6 (9.52%) SQL Server Developer
8 5 (7.94%) Administrator
8 5 (7.94%) Data Warehouse Manager
9 4 (6.35%) Consultant
9 4 (6.35%) Service Manager
9 4 (6.35%) SQL DBA
10 3 (4.76%) Business Intelligence Lead
10 3 (4.76%) Business Intelligence Manager
10 3 (4.76%) Data Administrator
10 3 (4.76%) ETL Developer
10 3 (4.76%) Netezza DBA
Libraries, Frameworks & Software Standards
1 6 (9.52%) CSS
1 6 (9.52%) HTML
2 5 (7.94%) .NET
3 1 (1.59%) ASP.NET
Miscellaneous
1 5 (7.94%) Enterprise Software
2 4 (6.35%) Analytical Skills
2 4 (6.35%) Clustering
3 3 (4.76%) Replication
4 2 (3.17%) Computer Science
5 1 (1.59%) Derivative
5 1 (1.59%) Minimum Viable Product
5 1 (1.59%) Reference Data
5 1 (1.59%) Swaptions
Operating Systems
1 10 (15.87%) Unix
2 1 (1.59%) Linux
Processes & Methodologies
1 32 (50.79%) Business Intelligence
2 22 (34.92%) Data Modelling
3 18 (28.57%) Performance Tuning
4 16 (25.40%) Agile Software Development
5 10 (15.87%) ETL Development
5 10 (15.87%) Infrastructure Management
6 9 (14.29%) Data Integration
7 8 (12.70%) Analytics
8 6 (9.52%) Information Management
8 6 (9.52%) Wealth Management
9 5 (7.94%) Data Analytics
9 5 (7.94%) Service Delivery
9 5 (7.94%) Visualisation
10 4 (6.35%) Data Management
10 4 (6.35%) Data Mapping
10 4 (6.35%) Mathematics
10 4 (6.35%) Project Management
11 3 (4.76%) Business Analysis
11 3 (4.76%) Migration
11 3 (4.76%) Release Management
Programming Languages
1 42 (66.67%) SQL
2 18 (28.57%) PL/SQL
2 18 (28.57%) T-SQL
3 7 (11.11%) C#
4 6 (9.52%) Java
4 6 (9.52%) PowerShell
5 5 (7.94%) JavaScript
6 1 (1.59%) C
6 1 (1.59%) Python
Qualifications
1 10 (15.87%) Security Cleared
2 2 (3.17%) Degree
Quality Assurance & Compliance
1 4 (6.35%) QA
2 3 (4.76%) Data Quality
3 1 (1.59%) EMIR
3 1 (1.59%) MiFID
3 1 (1.59%) UCITS
System Software
1 3 (4.76%) HDFS
Systems Management
1 3 (4.76%) Oozie
Vendors
1 28 (44.44%) Oracle
2 27 (42.86%) MicroStrategy
3 13 (20.63%) Talend
4 12 (19.05%) Microsoft
5 6 (9.52%) Netezza
6 4 (6.35%) Informatica
7 3 (4.76%) Tableau
7 3 (4.76%) Teradata
8 2 (3.17%) Salesforce.com
9 1 (1.59%) Alteryx
9 1 (1.59%) Charles River
9 1 (1.59%) SAP
Glasgow
Cathcart Associates
Salary: £35000 - £50000 per annum + Benefits
Posted: 17 days ago