The following table provides summary statistics for permanent job vacancies advertised in Cheltenham 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 22 June 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Gloucestershire / Cheltenham
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank - 59 39
Permanent jobs citing ETL 0 6 14
As % of all permanent IT jobs advertised in Cheltenham - 1.51% 3.93%
As % of the Processes & Methodologies category - 1.71% 4.55%
Number of salaries quoted 0 6 6
Median salary - £50,000 £60,000
Median salary % change year-on-year - -16.66%  
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 Cheltenham with a requirement for process and methodology skills.

Process & Methodology Skills
Cheltenham
Permanent job vacancies with a requirement for process and methodology skills 220 351 308
As % of all permanent IT job vacancies advertised in Cheltenham 92.05% 88.41% 86.52%
Number of salaries quoted 183 291 274
Median salary £46,000 £47,500 £45,000
Median salary % change year-on-year -3.15% +5.55%  
90% offered a salary of more than £22,500 £35,000 £28,750
10% offered a salary of more than £62,500 £52,500 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

ETL
Job Vacancy Trend in Cheltenham

The job posting trend of jobs advertised in Cheltenham 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 Cheltenham

ETL
Salary Trend in Cheltenham

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

Salary trend for ETL in Cheltenham

For the 6 months to 22 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 Cheltenham region with a requirement for ETL.

1 3 (100.00%) SQL
1 3 (100.00%) SQL Server
2 2 (66.67%) Scrum
2 2 (66.67%) Agile Software Development
2 2 (66.67%) Retail
2 2 (66.67%) Kanban
3 1 (33.33%) Manufacturing
3 1 (33.33%) T-SQL
3 1 (33.33%) VB.NET
3 1 (33.33%) .NET
3 1 (33.33%) .NET Framework
3 1 (33.33%) Microsoft

ETL
Co-occurring IT Skills in Cheltenham 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:

Database & Business Intelligence
1 3 (100.00%) SQL Server
General
1 2 (66.67%) Retail
2 1 (33.33%) Manufacturing
Job Titles
1 2 (66.67%) Agile Business Analyst
1 2 (66.67%) Agile Requirements Analyst
1 2 (66.67%) Analyst
1 2 (66.67%) Business Analyst
1 2 (66.67%) Business Requirements Analyst
1 2 (66.67%) Data Business Analyst
1 2 (66.67%) ETL Analyst
1 2 (66.67%) Requirements Analyst
1 2 (66.67%) Retail Business Analyst
1 2 (66.67%) SQL Analyst
1 2 (66.67%) SQL Data Analyst
2 1 (33.33%) Consultant
2 1 (33.33%) ETL Consultant
2 1 (33.33%) Technical Consultant
Libraries, Frameworks & Software Standards
1 1 (33.33%) .NET
1 1 (33.33%) .NET Framework
Processes & Methodologies
1 2 (66.67%) Agile Software Development
1 2 (66.67%) Kanban
1 2 (66.67%) Scrum
Programming Languages
1 3 (100.00%) SQL
2 1 (33.33%) T-SQL
2 1 (33.33%) VB.NET
Vendors
1 1 (33.33%) Microsoft