The following table provides summary statistics for permanent job vacancies advertised in Stirling with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Scotland / Stirling
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 6 - 26
Rank change year-on-year - 0  
Permanent jobs citing ETL 3 0 2
As % of all permanent IT jobs advertised in Stirling 21.43% - 1.98%
As % of the Processes & Methodologies category 23.08% - 2.17%
Number of salaries quoted 3 0 0
Median salary £45,000 - -
UK excluding London median salary £45,000 £45,000 £45,000

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Stirling with a requirement for process and methodology skills.

Process & Methodology Skills
Stirling
Permanent job vacancies with a requirement for process and methodology skills 13 41 92
As % of all permanent IT job vacancies advertised in Stirling 92.86% 93.18% 91.09%
Number of salaries quoted 13 33 50
Median salary £45,000 £47,500 £34,500
Median salary % change year-on-year -5.26% +37.68%  
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

ETL
Job Vacancy Trend in Stirling

The job posting trend of jobs advertised in Stirling citing ETL as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for ETL in Stirling

ETL
Salary Trend in Stirling

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ETL in Stirling.

Salary trend for ETL in Stirling

For the 6 months to 26 June 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 Stirling region with a requirement for ETL.

1 3 (100.00%) SQL
1 3 (100.00%) Python
1 3 (100.00%) Data Warehouse
1 3 (100.00%) SAS
1 3 (100.00%) Business Intelligence
1 3 (100.00%) Informatica
1 3 (100.00%) SPSS
1 3 (100.00%) Finance
1 3 (100.00%) Scrum
1 3 (100.00%) Agile Software Development
1 3 (100.00%) Data Analysis
1 3 (100.00%) SQL Server Integration Services
1 3 (100.00%) Predictive Analytics
1 3 (100.00%) QlikView
1 3 (100.00%) Visualisation
1 3 (100.00%) R
1 3 (100.00%) Data Visualisation
1 3 (100.00%) Data Analytics
1 3 (100.00%) Analytics
1 3 (100.00%) Data Transformation
1 3 (100.00%) Dashboard Development

ETL
Co-occurring IT Skills in Stirling 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 3 (100.00%) SAS
Applications
1 3 (100.00%) SPSS
Database & Business Intelligence
1 3 (100.00%) Data Warehouse
1 3 (100.00%) QlikView
1 3 (100.00%) SQL Server Integration Services
General
1 3 (100.00%) Finance
Job Titles
1 3 (100.00%) Analyst
1 3 (100.00%) Analyst Programmer
1 3 (100.00%) Business Intelligence Analyst
1 3 (100.00%) Programmer
1 3 (100.00%) Senior Analyst
1 3 (100.00%) Senior Analyst Programmer
1 3 (100.00%) Senior Business Intelligence Analyst
1 3 (100.00%) Senior Programmer
Processes & Methodologies
1 3 (100.00%) Agile Software Development
1 3 (100.00%) Analytics
1 3 (100.00%) Business Intelligence
1 3 (100.00%) Dashboard Development
1 3 (100.00%) Data Analysis
1 3 (100.00%) Data Analytics
1 3 (100.00%) Data Transformation
1 3 (100.00%) Data Visualisation
1 3 (100.00%) Predictive Analytics
1 3 (100.00%) Scrum
1 3 (100.00%) Visualisation
Programming Languages
1 3 (100.00%) Python
1 3 (100.00%) R
1 3 (100.00%) SQL
Vendors
1 3 (100.00%) Informatica