The following table provides summary statistics for contract job vacancies advertised in Edinburgh 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 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.

Data Transformation
Scotland / Edinburgh
3 months to
27 Mar 2017
Same period 2016 Same period 2015
Rank 71 91 82
Rank change year-on-year +20 -9  
Contract jobs citing Data Transformation 1 1 5
As % of all contract IT jobs advertised in Edinburgh 0.11% 0.066% 0.34%
As % of the Processes & Methodologies category 0.13% 0.079% 0.42%
Number of daily rates quoted 1 1 4
Median daily rate £450 £313 £425
Median daily rate % change year-on-year +44.00% -26.47%  
UK excluding London median daily rate £413 £450 £365
% change year-on-year -8.33% +23.28%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - £25.05

Data Transformation 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 Edinburgh with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Edinburgh
Contract job vacancies with a requirement for process and methodology skills 760 1258 1193
As % of all contract IT job vacancies advertised in Edinburgh 84.63% 82.76% 81.99%
Number of daily rates quoted 499 707 679
Median daily rate £400 £405 £398
Median daily rate % change year-on-year -1.23% +1.88%  
90% offered a daily rate of more than £275 £290 £275
10% offered a daily rate of more than £500 £575 £500
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 8 6 14
Median hourly rate £15.86 £39.00 £37.50
Median hourly rate % change year-on-year -59.33% +4.00%  
90% offered a hourly rate of more than £11.78 £17.75 £14.00
10% offered a hourly rate of more than £35.94 £40.00 £47.50
UK excluding London median hourly rate £36.25 £38.50 £30.20
% change year-on-year -5.84% +27.48%  

Data Transformation
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Data Transformation in Edinburgh

Data Transformation
Contractor Daily Rate Trend in Edinburgh

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

Contractor daily rate trend for Data Transformation in Edinburgh

Data Transformation
Top 11 Co-occurring IT Skills in Edinburgh

For the 6 months to 27 March 2017, IT contractor jobs citing Data Transformation 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 Edinburgh region with a requirement for Data Transformation.

1 1 (100.00%) Oracle
1 1 (100.00%) Data Warehouse
1 1 (100.00%) Data Modelling
1 1 (100.00%) ETL
1 1 (100.00%) ERwin
1 1 (100.00%) Finance
1 1 (100.00%) Pega
1 1 (100.00%) Social Media
1 1 (100.00%) Analytics
1 1 (100.00%) Oracle Database
1 1 (100.00%) ETL Development

Data Transformation
Co-occurring IT Skills in Edinburgh 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 1 (100.00%) Data Warehouse
1 1 (100.00%) Oracle Database
Development Applications
1 1 (100.00%) ERwin
General
1 1 (100.00%) Finance
Job Titles
1 1 (100.00%) Data Modeller
Miscellaneous
1 1 (100.00%) Social Media
Processes & Methodologies
1 1 (100.00%) Analytics
1 1 (100.00%) Data Modelling
1 1 (100.00%) ETL
1 1 (100.00%) ETL Development
Vendors
1 1 (100.00%) Oracle
1 1 (100.00%) Pega