Period
to 20 November 2017

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 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Scotland > Stirling
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 9 17 -
Rank change year-on-year +8 - +33
Permanent jobs citing ETL 8 1 0
As % of all permanent IT jobs advertised in Stirling 12.31% 2.04% -
As % of the Processes & Methodologies category 12.90% 2.27% -
Number of salaries quoted 8 0 0
Stirling median annual salary £45,000 - -
Scotland median annual salary £45,000 £50,000 £47,500
% change year-on-year -10.00% +5.26% +5.56%

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

All Process and Methodology Skills
Stirling
Permanent vacancies with a requirement for process or methodology skills 62 44 136
As % of all permanent IT jobs advertised in Stirling 95.38% 89.80% 91.28%
Number of salaries quoted 47 41 75
Stirling median annual salary £42,500 £47,500 £40,000
Median salary % change year-on-year -10.53% +18.75% -15.79%
10th Percentile £26,250 £31,500 £28,000
90th Percentile £55,000 £72,500 £72,500
Scotland median annual salary £45,000 £44,500 £42,500
% change year-on-year +1.12% +4.71% +2.41%

ETL
Job Vacancy Trend in Stirling

Job postings citing ETL as a percentage of all IT jobs advertised in Stirling.

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

ETL
Job Locations in Stirling

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Stirling region over the 6 months to 20 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Stirlingshire - 2 £42,500 -
ETL
Scotland

For the 6 months to 20 November 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 8 (100.00%) SQL
2 6 (75.00%) SPSS
2 6 (75.00%) Data Warehouse
2 6 (75.00%) SAS
2 6 (75.00%) QlikView
2 6 (75.00%) Visualisation
2 6 (75.00%) Data Visualisation
2 6 (75.00%) Analytics
2 6 (75.00%) Dashboard Development
3 4 (50.00%) Analytical Skills
3 4 (50.00%) Data Transformation
3 4 (50.00%) Data Analytics
3 4 (50.00%) R
3 4 (50.00%) SQL Server Integration Services
3 4 (50.00%) Predictive Analytics
3 4 (50.00%) Business Intelligence
3 4 (50.00%) Informatica
3 4 (50.00%) Python
3 4 (50.00%) Finance
3 4 (50.00%) Scrum
3 4 (50.00%) Agile Software Development
3 4 (50.00%) Data Analysis
4 2 (25.00%) Economics
4 2 (25.00%) Project Management
4 2 (25.00%) Computer Science
4 2 (25.00%) Statistics
4 2 (25.00%) Degree
4 2 (25.00%) Alteryx

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 6 (75.00%) SAS
Applications
1 6 (75.00%) SPSS
Database & Business Intelligence
1 6 (75.00%) Data Warehouse
1 6 (75.00%) QlikView
2 4 (50.00%) SQL Server Integration Services
General
1 4 (50.00%) Finance
Job Titles
1 4 (50.00%) Analyst
1 4 (50.00%) Analyst Programmer
1 4 (50.00%) Business Intelligence Analyst
1 4 (50.00%) Programmer
1 4 (50.00%) Senior Analyst
1 4 (50.00%) Senior Analyst Programmer
1 4 (50.00%) Senior Business Intelligence Analyst
1 4 (50.00%) Senior Programmer
2 2 (25.00%) Consultant
2 2 (25.00%) Developer
2 2 (25.00%) QlikView Consultant
2 2 (25.00%) SQL Developer
Miscellaneous
1 4 (50.00%) Analytical Skills
2 2 (25.00%) Computer Science
Processes & Methodologies
1 6 (75.00%) Analytics
1 6 (75.00%) Dashboard Development
1 6 (75.00%) Data Visualisation
1 6 (75.00%) Visualisation
2 4 (50.00%) Agile Software Development
2 4 (50.00%) Business Intelligence
2 4 (50.00%) Data Analysis
2 4 (50.00%) Data Analytics
2 4 (50.00%) Data Transformation
2 4 (50.00%) Predictive Analytics
2 4 (50.00%) Scrum
3 2 (25.00%) Economics
3 2 (25.00%) Project Management
3 2 (25.00%) Statistics
Programming Languages
1 8 (100.00%) SQL
2 4 (50.00%) Python
2 4 (50.00%) R
Qualifications
1 2 (25.00%) Degree
Vendors
1 4 (50.00%) Informatica
2 2 (25.00%) Alteryx