The following table provides summary statistics for permanent job vacancies advertised in Bedford 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 30 March 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
Bedfordshire / Bedford
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank - 37 48
Permanent jobs citing ETL 0 2 1
As % of all permanent IT jobs advertised in Bedford - 1.07% 0.36%
As % of the Processes & Methodologies category - 1.11% 0.39%
Number of salaries quoted 0 2 1
Median salary - £35,750 £57,500
Median salary % change year-on-year - -37.82%  
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 Bedford with a requirement for process and methodology skills.

Process & Methodology Skills
Bedford
Permanent job vacancies with a requirement for process and methodology skills 109 180 255
As % of all permanent IT job vacancies advertised in Bedford 80.74% 96.26% 91.07%
Number of salaries quoted 87 151 195
Median salary £40,000 £45,000 £47,500
Median salary % change year-on-year -11.11% -5.26%  
90% offered a salary of more than £30,000 £35,000 £29,000
10% offered a salary of more than £57,500 £72,500 £70,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

ETL
Job Vacancy Trend in Bedford

The job posting trend of jobs advertised in Bedford 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 Bedford

ETL
Salary Trend in Bedford

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

Salary trend for ETL in Bedford

For the 6 months to 30 March 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 Bedford region with a requirement for ETL.

1 3 (100.00%) SQL Server
1 3 (100.00%) Data Modelling
1 3 (100.00%) Business Intelligence
1 3 (100.00%) SQL Server Reporting Services
1 3 (100.00%) SQL Server Integration Services
1 3 (100.00%) SQL Server Analysis Services
1 3 (100.00%) Power BI
2 2 (66.67%) Advertising
2 2 (66.67%) SQL
2 2 (66.67%) T-SQL
3 1 (33.33%) MS Excel
3 1 (33.33%) Data Warehouse
3 1 (33.33%) Microsoft
3 1 (33.33%) Dimensional Modelling
3 1 (33.33%) SQL Server 2008
3 1 (33.33%) Analytical Skills
3 1 (33.33%) QlikView
3 1 (33.33%) Data Analysis

ETL
Co-occurring IT Skills in Bedford 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:

Applications
1 1 (33.33%) MS Excel
Database & Business Intelligence
1 3 (100.00%) Power BI
1 3 (100.00%) SQL Server
1 3 (100.00%) SQL Server Analysis Services
1 3 (100.00%) SQL Server Integration Services
1 3 (100.00%) SQL Server Reporting Services
2 1 (33.33%) Data Warehouse
2 1 (33.33%) QlikView
2 1 (33.33%) SQL Server 2008
General
1 2 (66.67%) Advertising
Job Titles
1 2 (66.67%) Analyst
1 2 (66.67%) Business Intelligence Analyst
1 2 (66.67%) SQL Analyst
Miscellaneous
1 1 (33.33%) Analytical Skills
Processes & Methodologies
1 3 (100.00%) Business Intelligence
1 3 (100.00%) Data Modelling
2 1 (33.33%) Data Analysis
2 1 (33.33%) Dimensional Modelling
Programming Languages
1 2 (66.67%) SQL
1 2 (66.67%) T-SQL
Vendors
1 1 (33.33%) Microsoft