Period
to 21 November 2018

The following table provides summary statistics for contract job vacancies advertised in Lancashire with a requirement for Data Transformation skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Transformation over the 6 months to 21 November 2018 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.

Data Transformation
North West > Lancashire
6 months to
21 Nov 2018
Same period 2017 Same period 2016
Rank 70 48 -
Rank change year-on-year -22 - +80
Contract jobs citing Data Transformation 3 3 0
As % of all contract IT jobs advertised in Lancashire 0.44% 0.67% -
As % of the Processes & Methodologies category 0.52% 0.80% -
Number of daily rates quoted 3 2 0
Lancashire median daily rate £400 £350 -
Median daily rate % change year-on-year +14.29% - -
North West median daily rate £413 £375 £463
% change year-on-year +10.00% -18.92% +54.17%
Number of hourly rates quoted 0 1 0
Lancashire median hourly rate - £53.00 -
North West median hourly rate - £53.00 -

Data Transformation is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Lancashire with a requirement for process or methodology skills.

All Process and Methodology Skills
Lancashire
Contract vacancies with a requirement for process or methodology skills 581 374 544
As % of all contract IT jobs advertised in Lancashire 85.57% 82.93% 82.67%
Number of daily rates quoted 378 240 360
Lancashire median daily rate £450 £425 £388
Median daily rate % change year-on-year +5.88% +9.68% -11.93%
10th Percentile £269 £298 £213
90th Percentile £575 £607 £556
North West median daily rate £405 £400 £400
% change year-on-year +1.25% - -
Number of hourly rates quoted 57 44 57
Lancashire median hourly rate £35.00 £42.50 £40.00
Median hourly rate % change year-on-year -17.65% +6.25% +8.11%
10th Percentile £11.05 £15.14 £11.90
90th Percentile £51.86 £65.89 £62.29
North West median hourly rate £21.76 £28.00 £21.05
% change year-on-year -22.29% +33.05% -30.20%

Data Transformation
Job Vacancy Trend in Lancashire

Job postings citing Data Transformation as a percentage of all IT jobs advertised in Lancashire.

Job vacancy trend for Data Transformation in Lancashire

Data Transformation
Contractor Daily Rate Trend in Lancashire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Transformation in Lancashire.

Contractor daily rate trend for Data Transformation in Lancashire

Data Transformation
Contractor Hourly Rate Trend in Lancashire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Transformation in Lancashire.

Contractor hourly rate trend for Data Transformation in Lancashire

For the 6 months to 21 November 2018, IT contractor jobs citing Data Transformation also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Lancashire region with a requirement for Data Transformation.

1 3 (100.00%) C#
1 3 (100.00%) SQL
1 3 (100.00%) MySQL
1 3 (100.00%) Oracle
1 3 (100.00%) SQL Server
1 3 (100.00%) ETL
1 3 (100.00%) Migration
1 3 (100.00%) Data Migration
2 2 (66.67%) Test Strategy
2 2 (66.67%) Finance
2 2 (66.67%) Manual Testing
3 1 (33.33%) Team Foundation Server
3 1 (33.33%) Test Automation
3 1 (33.33%) Cucumber
3 1 (33.33%) SQL Server Integration Services
3 1 (33.33%) Selenium
3 1 (33.33%) Business Intelligence
3 1 (33.33%) HP UFT

Data Transformation
Co-occurring IT Skills in Lancashire 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 (100.00%) MySQL
1 3 (100.00%) SQL Server
2 1 (33.33%) SQL Server Integration Services
Development Applications
1 1 (33.33%) Cucumber
1 1 (33.33%) HP UFT
1 1 (33.33%) Selenium
1 1 (33.33%) Team Foundation Server
General
1 2 (66.67%) Finance
Job Titles
1 1 (33.33%) Business Intelligence Developer
1 1 (33.33%) C# Developer
1 1 (33.33%) Consultant
1 1 (33.33%) Data Consultant
1 1 (33.33%) Developer
1 1 (33.33%) ETL Consultant
1 1 (33.33%) ETL Developer
1 1 (33.33%) Lead C# Developer
1 1 (33.33%) Lead Developer
1 1 (33.33%) Lead SQL Server Developer
1 1 (33.33%) MySQL Developer
1 1 (33.33%) Senior Consultant
1 1 (33.33%) Senior Test Consultant
1 1 (33.33%) SQL BI Developer
1 1 (33.33%) SQL Developer
1 1 (33.33%) SQL Server BI Developer
1 1 (33.33%) SQL Server Consultant
1 1 (33.33%) SQL Server Developer
1 1 (33.33%) Test Consultant
1 1 (33.33%) Test Leader
Processes & Methodologies
1 3 (100.00%) Data Migration
1 3 (100.00%) ETL
1 3 (100.00%) Migration
2 2 (66.67%) Manual Testing
2 2 (66.67%) Test Strategy
3 1 (33.33%) Business Intelligence
3 1 (33.33%) Test Automation
Programming Languages
1 3 (100.00%) C#
1 3 (100.00%) SQL
Vendors
1 3 (100.00%) Oracle