The following table provides summary statistics for contract job vacancies advertised in North Yorkshire 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 26 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
26 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
Yorkshire / North Yorkshire
Rank 28 27 39
Rank change year-on-year -1 +12  
Contract jobs citing ETL 1 8 1
As % of all contract IT jobs advertised in North Yorkshire 0.56% 3.77% 0.41%
As % of the Processes & Methodologies category 0.69% 4.88% 0.53%
Number of daily rates quoted 1 7 1
Median daily rate £400 £350 £330
Median daily rate % change year-on-year +14.28% +6.06%  
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 North Yorkshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
North Yorkshire
Contract job vacancies with a requirement for process and methodology skills 145 164 190
As % of all contract IT job vacancies advertised in North Yorkshire 80.56% 77.36% 77.24%
Number of daily rates quoted 87 89 129
Median daily rate £400 £350 £380
Median daily rate % change year-on-year +14.28% -7.89%  
90% offered a daily rate of more than £325 £290 £228
10% offered a daily rate of more than £550 £450 £450
UK excluding London median daily rate £410 £400 £398
% change year-on-year +2.50% +0.62%  
Number of hourly rates quoted 8 16 4
Median hourly rate £12.00 £32.50 £17.50
Median hourly rate % change year-on-year -63.07% +85.71%  
90% offered a hourly rate of more than £11.50 £13.81 £13.00
10% offered a hourly rate of more than £17.50 £42.40 £38.00
UK excluding London median hourly rate £36.00 £38.75 £30.00
% change year-on-year -7.09% +29.16%  

ETL
Job Vacancy Trend in North Yorkshire

The job posting trend of jobs advertised in North Yorkshire 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 North Yorkshire

ETL
Contractor Daily Rate Trend in North Yorkshire

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

Contractor daily rate trend for ETL in North Yorkshire

ETL
Contract Job Locations in North Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the North Yorkshire region over the 3 months to 26 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
York +11 1 £400 +6.66%
ETL
Yorkshire

ETL
Top 30 Related IT Skills in North Yorkshire

For the 6 months to 26 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 North Yorkshire region with a requirement for ETL.

1 3 (75.00%) SQL Server
1 3 (75.00%) SQL
1 3 (75.00%) Business Intelligence
1 3 (75.00%) Microsoft
2 2 (50.00%) SQL Server 2014
2 2 (50.00%) T-SQL
2 2 (50.00%) Data Modelling
2 2 (50.00%) Migration
2 2 (50.00%) SQL Server Integration Services
2 2 (50.00%) SQL Server 2012
3 1 (25.00%) Kimball Methodology
3 1 (25.00%) Master Data Management
3 1 (25.00%) Disaster Recovery
3 1 (25.00%) Validation
3 1 (25.00%) Oracle APEX
3 1 (25.00%) SQL Server Analysis Services
3 1 (25.00%) Data Migration
3 1 (25.00%) SC Cleared
3 1 (25.00%) Security Cleared
3 1 (25.00%) PowerShell
3 1 (25.00%) SQL Server 2008
3 1 (25.00%) High Availability
3 1 (25.00%) Clustering
3 1 (25.00%) Data Management
3 1 (25.00%) SQL Server Reporting Services
3 1 (25.00%) SOA
3 1 (25.00%) Oracle
3 1 (25.00%) Windows
3 1 (25.00%) Oracle Forms
3 1 (25.00%) Oracle Reports

ETL
Top Related IT Skills in North Yorkshire 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 (75.00%) SQL Server
2 2 (50.00%) SQL Server 2012
2 2 (50.00%) SQL Server 2014
2 2 (50.00%) SQL Server Integration Services
3 1 (25.00%) Data Warehouse
3 1 (25.00%) Oracle Reports
3 1 (25.00%) SQL Server 2008
3 1 (25.00%) SQL Server 2016
3 1 (25.00%) SQL Server Analysis Services
3 1 (25.00%) SQL Server Reporting Services
Development Applications
1 1 (25.00%) Oracle APEX
1 1 (25.00%) Oracle Forms
Job Titles
1 2 (50.00%) Developer
2 1 (25.00%) Data Migration Lead
2 1 (25.00%) Data Warehouse Developer
2 1 (25.00%) DBA
2 1 (25.00%) ETL Developer
2 1 (25.00%) Oracle Developer
2 1 (25.00%) Oracle Forms Developer
2 1 (25.00%) Oracle Reports Developer
2 1 (25.00%) Report Developer
2 1 (25.00%) SQL DBA
2 1 (25.00%) SQL Developer
2 1 (25.00%) SSIS Developer
2 1 (25.00%) SSRS Developer
2 1 (25.00%) T-SQL Developer
Miscellaneous
1 1 (25.00%) Clustering
Operating Systems
1 1 (25.00%) Windows
Processes & Methodologies
1 3 (75.00%) Business Intelligence
2 2 (50.00%) Data Modelling
2 2 (50.00%) Migration
3 1 (25.00%) Data Management
3 1 (25.00%) Data Migration
3 1 (25.00%) Disaster Recovery
3 1 (25.00%) High Availability
3 1 (25.00%) Kimball Methodology
3 1 (25.00%) Master Data Management
3 1 (25.00%) Project Management
3 1 (25.00%) SOA
3 1 (25.00%) Validation
Programming Languages
1 3 (75.00%) SQL
2 2 (50.00%) T-SQL
3 1 (25.00%) PL/SQL
3 1 (25.00%) PowerShell
Qualifications
1 1 (25.00%) SC Cleared
1 1 (25.00%) Security Cleared
Systems Management
1 1 (25.00%) Microsoft Clustering
Vendors
1 3 (75.00%) Microsoft
2 1 (25.00%) Oracle