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 27 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
27 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
Cheshire / Warrington
Rank 17 32 28
Rank change year-on-year +15 -4  
Contract jobs citing ETL 2 15 7
As % of all contract IT jobs advertised in Warrington 2.00% 4.37% 3.47%
As % of the Processes & Methodologies category 2.50% 5.03% 3.78%
Number of daily rates quoted 2 8 2
Median daily rate £394 £325 £350
Median daily rate % change year-on-year +21.15% -7.14%  
90% offered a daily rate of more than £389 £319 £310
10% offered a daily rate of more than £399 £350 £390
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 - £40.00

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 80 298 185
As % of all contract IT job vacancies advertised in Warrington 80.00% 86.88% 91.58%
Number of daily rates quoted 60 179 109
Median daily rate £350 £440 £475
Median daily rate % change year-on-year -20.45% -7.36%  
90% offered a daily rate of more than £120 £320 £260
10% offered a daily rate of more than £525 £600 £675
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 1 4 5
Median hourly rate £20.00 £50.00 £16.25
Median hourly rate % change year-on-year -60.00% +207.69%  
UK excluding London median hourly rate £36.25 £38.50 £30.20
% change year-on-year -5.84% +27.48%  

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

ETL
Top 30 Related IT Skills in Warrington

For the 6 months to 27 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 Warrington region with a requirement for ETL.

1 12 (100.00%) SQL Server
2 9 (75.00%) SQL
2 9 (75.00%) High Availability
3 8 (66.67%) Database Mirroring
3 8 (66.67%) SQL Server Reporting Services
3 8 (66.67%) Data Warehouse
4 7 (58.33%) Finance
4 7 (58.33%) T-SQL
4 7 (58.33%) Windows
4 7 (58.33%) Microsoft
4 7 (58.33%) SQL Server Integration Services
4 7 (58.33%) SQL Server 2008
5 6 (50.00%) PowerShell
5 6 (50.00%) Replication
6 5 (41.67%) SQL Server Analysis Services
6 5 (41.67%) Performance Tuning
6 5 (41.67%) Business Intelligence
7 4 (33.33%) SharePoint
7 4 (33.33%) Web Services
7 4 (33.33%) IIS
7 4 (33.33%) Analytical Skills
7 4 (33.33%) Team Foundation Server
7 4 (33.33%) Windows Server
7 4 (33.33%) Continuous Integration
7 4 (33.33%) Windows Server 2008
7 4 (33.33%) Disaster Recovery
7 4 (33.33%) Banking
8 3 (25.00%) WinForms
8 3 (25.00%) Agile Software Development
8 3 (25.00%) WPF

ETL
Top Related 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:

Application Platforms
1 4 (33.33%) IIS
1 4 (33.33%) SharePoint
Applications
1 3 (25.00%) MS Excel
Database & Business Intelligence
1 12 (100.00%) SQL Server
2 8 (66.67%) Data Warehouse
2 8 (66.67%) SQL Server Reporting Services
3 7 (58.33%) SQL Server 2008
3 7 (58.33%) SQL Server Integration Services
4 5 (41.67%) SQL Server Analysis Services
5 3 (25.00%) Crystal Reports
6 2 (16.67%) SQL Server 2012
7 1 (8.33%) Power BI
7 1 (8.33%) SQL Server 2000
Development Applications
1 4 (33.33%) Team Foundation Server
2 3 (25.00%) Visual Studio
General
1 7 (58.33%) Finance
2 4 (33.33%) Banking
3 3 (25.00%) Manufacturing
4 1 (8.33%) Advertising
Job Titles
1 7 (58.33%) DBA
1 7 (58.33%) SQL DBA
2 4 (33.33%) Developer
3 3 (25.00%) Administrator
3 3 (25.00%) C# Developer
4 2 (16.67%) Analyst
4 2 (16.67%) Consultant
4 2 (16.67%) SQL Analyst
5 1 (8.33%) Analyst Developer
5 1 (8.33%) Business Intelligence Consultant
5 1 (8.33%) Data Warehouse Consultant
5 1 (8.33%) ETL Consultant
5 1 (8.33%) Junior
5 1 (8.33%) Junior DBA
5 1 (8.33%) Junior SQL DBA
5 1 (8.33%) SQL Developer
5 1 (8.33%) SSIS Consultant
5 1 (8.33%) SSRS Consultant
5 1 (8.33%) Technical Analyst
5 1 (8.33%) Technical Consultant
Libraries, Frameworks & Software Standards
1 4 (33.33%) Web Services
2 3 (25.00%) .NET
2 3 (25.00%) .NET Framework
2 3 (25.00%) ASP.NET
2 3 (25.00%) WinForms
2 3 (25.00%) WPF
3 1 (8.33%) MDX
Miscellaneous
1 6 (50.00%) Replication
2 4 (33.33%) Analytical Skills
Operating Systems
1 7 (58.33%) Windows
2 4 (33.33%) Windows Server
2 4 (33.33%) Windows Server 2008
Processes & Methodologies
1 9 (75.00%) High Availability
2 8 (66.67%) Database Mirroring
3 5 (41.67%) Business Intelligence
3 5 (41.67%) Performance Tuning
4 4 (33.33%) Continuous Integration
4 4 (33.33%) Disaster Recovery
5 3 (25.00%) Agile Software Development
6 1 (8.33%) Kimball Methodology
Programming Languages
1 9 (75.00%) SQL
2 7 (58.33%) T-SQL
3 6 (50.00%) PowerShell
4 3 (25.00%) C#
4 3 (25.00%) VB.NET
5 1 (8.33%) Data Analysis Expressions (DAX)
Vendors
1 7 (58.33%) Microsoft
2 3 (25.00%) Cognos
2 3 (25.00%) Hyperion