The following table provides summary statistics for contract job vacancies advertised in Bradford with a requirement for ETL skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited ETL over the 3 months to 23 March 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
West Yorkshire / Bradford
Rank 19 25 27
Rank change year-on-year +6 +2  
Contract jobs citing ETL 2 1 8
As % of all contract IT jobs advertised in Bradford 1.92% 0.67% 3.64%
As % of the Processes & Methodologies category 2.15% 0.85% 4.26%
Number of daily rates quoted 0 1 4
Median daily rate - £375 £400
Median daily rate % change year-on-year - -6.25%  
UK excluding London median daily rate £400 £400 £400
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £37.50 £63.00 £40.00
% change year-on-year -40.47% +57.50%  

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

Contract Process & Methodology Skills
Bradford
Contract job vacancies with a requirement for process and methodology skills 93 117 188
As % of all contract IT job vacancies advertised in Bradford 89.42% 78.00% 85.45%
Number of daily rates quoted 41 81 85
Median daily rate £450 £400 £375
Median daily rate % change year-on-year +12.50% +6.66%  
90% offered a daily rate of more than £307 £275 £267
10% offered a daily rate of more than £580 £553 £450
UK excluding London median daily rate £410 £400 £399
% change year-on-year +2.50% +0.29%  
Number of hourly rates quoted 3 7 8
Median hourly rate £27.31 £18.00 £16.72
Median hourly rate % change year-on-year +51.72% +7.65%  
90% offered a hourly rate of more than £12.50 £15.75 £11.10
10% offered a hourly rate of more than £34.24 £35.00 £16.88
UK excluding London median hourly rate £36.00 £39.00 £30.00
% change year-on-year -7.69% +30.00%  

ETL
Job Vacancy Trend in Bradford

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

Job vacancy trend for ETL in Bradford

ETL
Contractor Daily Rate Trend in Bradford

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing ETL in Bradford.

Contractor daily rate trend for ETL in Bradford

ETL
Top 30 Related IT Skills in Bradford

For the 6 months to 23 March 2017, IT contractor jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Bradford region with a requirement for ETL.

1 4 (66.67%) Data Warehouse
2 3 (50.00%) IBM
3 2 (33.33%) Migration
3 2 (33.33%) JMS
3 2 (33.33%) LDAP
3 2 (33.33%) SQL Server
3 2 (33.33%) DB2
3 2 (33.33%) Web Services
3 2 (33.33%) Linux
3 2 (33.33%) Data Mining
3 2 (33.33%) HTTP
3 2 (33.33%) Tandem
3 2 (33.33%) DB2 UDB
3 2 (33.33%) Data Migration
3 2 (33.33%) Red Hat Enterprise Linux
3 2 (33.33%) OSGi
3 2 (33.33%) Enterprise Data Warehouse
4 1 (16.67%) Power BI
4 1 (16.67%) ETL Development
4 1 (16.67%) Oracle
4 1 (16.67%) Oracle ODI
4 1 (16.67%) Analytical Skills
4 1 (16.67%) Informatics
4 1 (16.67%) SQL Server Analysis Services
4 1 (16.67%) Dimensional Modelling
4 1 (16.67%) SQL Server Reporting Services
4 1 (16.67%) Netezza
4 1 (16.67%) SQL Server Integration Services
4 1 (16.67%) Agile Software Development
4 1 (16.67%) Business Intelligence

ETL
Top Related IT Skills in Bradford 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 (16.67%) MS Excel
Communications & Networking
1 2 (33.33%) HTTP
1 2 (33.33%) LDAP
Database & Business Intelligence
1 4 (66.67%) Data Warehouse
2 2 (33.33%) Data Mining
2 2 (33.33%) DB2
2 2 (33.33%) DB2 UDB
2 2 (33.33%) Enterprise Data Warehouse
2 2 (33.33%) SQL Server
3 1 (16.67%) Oracle ODI
3 1 (16.67%) Power BI
3 1 (16.67%) SQL Server Analysis Services
3 1 (16.67%) SQL Server Integration Services
3 1 (16.67%) SQL Server Reporting Services
Job Titles
1 2 (33.33%) Administrator
1 2 (33.33%) Analyst
1 2 (33.33%) Data Analyst
1 2 (33.33%) DB2 Administrator
1 2 (33.33%) DB2 DBA
1 2 (33.33%) DBA
2 1 (16.67%) Architect
2 1 (16.67%) Business Intelligence Architect
2 1 (16.67%) Designer
2 1 (16.67%) Developer
2 1 (16.67%) ETL Designer
2 1 (16.67%) ETL Developer
2 1 (16.67%) NHS Data Analyst
2 1 (16.67%) Oracle Developer
2 1 (16.67%) Oracle ETL Developer
2 1 (16.67%) Senior Analyst
2 1 (16.67%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 2 (33.33%) JMS
1 2 (33.33%) OSGi
1 2 (33.33%) Web Services
Miscellaneous
1 2 (33.33%) Tandem
2 1 (16.67%) Analytical Skills
2 1 (16.67%) NHS
Operating Systems
1 2 (33.33%) Linux
1 2 (33.33%) Red Hat Enterprise Linux
Processes & Methodologies
1 2 (33.33%) Data Migration
1 2 (33.33%) Migration
2 1 (16.67%) Agile Software Development
2 1 (16.67%) Business Intelligence
2 1 (16.67%) Data Modelling
2 1 (16.67%) Dimensional Modelling
2 1 (16.67%) ETL Development
2 1 (16.67%) Informatics
2 1 (16.67%) RAD
Vendors
1 3 (50.00%) IBM
2 1 (16.67%) Microsoft
2 1 (16.67%) Netezza
2 1 (16.67%) Oracle