The following table provides summary statistics for contract job vacancies advertised in Warrington 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 24 June 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.

Extract, Transform and Load (ETL)
Cheshire / Warrington
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 16 43 26
Rank change year-on-year +27 -17  
Contract jobs citing ETL 6 1 7
As % of all contract IT jobs advertised in Warrington 4.58% 0.31% 3.63%
As % of the Processes & Methodologies category 5.22% 0.34% 4.58%
Number of daily rates quoted 4 1 4
Median daily rate £363 £325 £333
Median daily rate % change year-on-year +11.53% -2.25%  
UK excluding London median daily rate £413 £400 £400
% change year-on-year +3.12% -  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £53.50 £20.50 £31.50
% change year-on-year +160.97% -34.92%  

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 Warrington with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Warrington
Contract job vacancies with a requirement for process and methodology skills 115 294 153
As % of all contract IT job vacancies advertised in Warrington 87.79% 89.91% 79.27%
Number of daily rates quoted 68 225 110
Median daily rate £388 £475 £425
Median daily rate % change year-on-year -18.42% +11.76%  
90% offered a daily rate of more than £281 £350 £300
10% offered a daily rate of more than £600 £647 £650
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 16 5 9
Median hourly rate £55.00 £62.50 £17.50
Median hourly rate % change year-on-year -12.00% +257.14%  
90% offered a hourly rate of more than £30.00 £15.00 £12.50
10% offered a hourly rate of more than £65.00 £62.50 £35.00
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

ETL
Job Vacancy Trend in Warrington

The job posting trend of jobs advertised in Warrington 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 Warrington

ETL
Contractor Daily Rate Trend in Warrington

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

Contractor daily rate trend for ETL in Warrington

For the 6 months to 24 June 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 Warrington region with a requirement for ETL.

1 8 (100.00%) SQL Server
2 7 (87.50%) SQL
2 7 (87.50%) SQL Server Reporting Services
2 7 (87.50%) SQL Server Integration Services
3 6 (75.00%) SQL Server Analysis Services
4 5 (62.50%) Team Foundation Server
5 4 (50.00%) Data Warehouse
5 4 (50.00%) High Availability
6 3 (37.50%) ISEB
6 3 (37.50%) T-SQL
6 3 (37.50%) Validation
6 3 (37.50%) Replication
6 3 (37.50%) Software Testing
6 3 (37.50%) Performance Testing
6 3 (37.50%) Integration Testing
7 2 (25.00%) Continuous Integration
7 2 (25.00%) Octopus Deploy
7 2 (25.00%) Test Strategy
7 2 (25.00%) Functional Testing
7 2 (25.00%) SQL Server 2012
7 2 (25.00%) Stress Testing
7 2 (25.00%) Windows
7 2 (25.00%) ISTQB
7 2 (25.00%) Test Automation
7 2 (25.00%) HP Quality Center
7 2 (25.00%) System Testing
7 2 (25.00%) Regression Testing
7 2 (25.00%) Finance
7 2 (25.00%) Business Intelligence
7 2 (25.00%) TeamCity

ETL
Co-occurring IT Skills in Warrington 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 8 (100.00%) SQL Server
2 7 (87.50%) SQL Server Integration Services
2 7 (87.50%) SQL Server Reporting Services
3 6 (75.00%) SQL Server Analysis Services
4 4 (50.00%) Data Warehouse
5 2 (25.00%) SQL Server 2012
6 1 (12.50%) Power BI
6 1 (12.50%) SQL Server 2000
6 1 (12.50%) SQL Server 2008
6 1 (12.50%) SQL Server 2014
Development Applications
1 5 (62.50%) Team Foundation Server
2 2 (25.00%) Octopus Deploy
2 2 (25.00%) TeamCity
3 1 (12.50%) SQL Server Management Studio (SSMS)
3 1 (12.50%) Visual Studio
General
1 2 (25.00%) Finance
2 1 (12.50%) Banking
2 1 (12.50%) Manufacturing
Job Titles
1 4 (50.00%) Developer
2 3 (37.50%) Analyst
2 3 (37.50%) SQL Analyst
2 3 (37.50%) SQL Developer
2 3 (37.50%) Test Analyst
3 2 (25.00%) Data Warehouse Analyst
3 2 (25.00%) Data Warehouse Test Analyst
3 2 (25.00%) SQL Data Analyst
3 2 (25.00%) Test Data Analyst
4 1 (12.50%) Business Intelligence Consultant
4 1 (12.50%) Consultant
4 1 (12.50%) Data Warehouse Consultant
4 1 (12.50%) ETL Consultant
4 1 (12.50%) Senior Developer
4 1 (12.50%) Senior ETL Developer
4 1 (12.50%) SQL Server Consultant
4 1 (12.50%) SSIS Consultant
4 1 (12.50%) SSIS Developer
4 1 (12.50%) SSRS Consultant
4 1 (12.50%) Tester
Libraries, Frameworks & Software Standards
1 1 (12.50%) .NET
1 1 (12.50%) .NET Framework
1 1 (12.50%) ASP.NET
1 1 (12.50%) MDX
1 1 (12.50%) WinForms
1 1 (12.50%) WPF
Miscellaneous
1 3 (37.50%) Replication
Operating Systems
1 2 (25.00%) Windows
Processes & Methodologies
1 4 (50.00%) High Availability
2 3 (37.50%) Integration Testing
2 3 (37.50%) Performance Testing
2 3 (37.50%) Software Testing
2 3 (37.50%) Validation
3 2 (25.00%) Business Intelligence
3 2 (25.00%) Continuous Integration
3 2 (25.00%) Functional Testing
3 2 (25.00%) Regression Testing
3 2 (25.00%) Stress Testing
3 2 (25.00%) System Testing
3 2 (25.00%) Test Automation
3 2 (25.00%) Test Strategy
4 1 (12.50%) Agile Software Development
4 1 (12.50%) Disaster Recovery
4 1 (12.50%) Infrastructure Management
4 1 (12.50%) Kimball Methodology
4 1 (12.50%) Performance Tuning
4 1 (12.50%) TDD
4 1 (12.50%) User Acceptance Testing
Programming Languages
1 7 (87.50%) SQL
2 3 (37.50%) T-SQL
3 1 (12.50%) C
3 1 (12.50%) C#
3 1 (12.50%) Data Analysis Expressions (DAX)
3 1 (12.50%) VB.NET
Qualifications
1 3 (37.50%) ISEB
2 2 (25.00%) ISTQB
Quality Assurance & Compliance
1 1 (12.50%) QA
Systems Management
1 2 (25.00%) HP Quality Center
Vendors
1 1 (12.50%) Microsoft