The following table provides summary statistics for contract job vacancies advertised in South Yorkshire with a requirement for Data Cleansing skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Cleansing over the 3 months to 23 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.

Data Cleansing (Data Cleaning, Data Scrubbing)
Yorkshire / South Yorkshire
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank - - 44
Contract jobs citing Data Cleansing 0 0 3
As % of all contract IT jobs advertised in South Yorkshire - - 0.71%
As % of the Processes & Methodologies category - - 0.88%
Number of daily rates quoted 0 0 1
Median daily rate - - £283
UK excluding London median daily rate £408 £400 £350
% change year-on-year +1.87% +14.28%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £18.00 £15.25 £33.00
% change year-on-year +18.03% -53.78%  

Data Cleansing 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 South Yorkshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
South Yorkshire
Contract job vacancies with a requirement for process and methodology skills 272 372 340
As % of all contract IT job vacancies advertised in South Yorkshire 83.69% 83.78% 80.38%
Number of daily rates quoted 154 277 222
Median daily rate £450 £438 £375
Median daily rate % change year-on-year +2.85% +16.66%  
90% offered a daily rate of more than £325 £305 £275
10% offered a daily rate of more than £600 £700 £524
UK excluding London median daily rate £415 £400 £383
% change year-on-year +3.75% +4.57%  
Number of hourly rates quoted 9 8 10
Median hourly rate £22.75 £20.00 £12.50
Median hourly rate % change year-on-year +13.75% +60.00%  
90% offered a hourly rate of more than £13.70 £11.20 £11.97
10% offered a hourly rate of more than £45.50 £23.90 £25.00
UK excluding London median hourly rate £33.50 £28.50 £30.00
% change year-on-year +17.54% -5.00%  

Data Cleansing
Job Vacancy Trend in South Yorkshire

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

Job vacancy trend for Data Cleansing in South Yorkshire

Data Cleansing
Contractor Daily Rate Trend in South Yorkshire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Cleansing in South Yorkshire.

Contractor daily rate trend for Data Cleansing in South Yorkshire

Data Cleansing
Contractor Hourly Rate Trend in South Yorkshire

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

Contractor hourly rate trend for Data Cleansing in South Yorkshire

For the 6 months to 23 June 2017, IT contractor jobs citing Data Cleansing 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 South Yorkshire region with a requirement for Data Cleansing.

1 1 (100.00%) ETL
1 1 (100.00%) Business Intelligence
1 1 (100.00%) Microsoft
1 1 (100.00%) SQL Server Reporting Services
1 1 (100.00%) SQL Server Integration Services
1 1 (100.00%) QlikView
1 1 (100.00%) SQL Server Analysis Services
1 1 (100.00%) Visualisation
1 1 (100.00%) Data Visualisation
1 1 (100.00%) Tableau
1 1 (100.00%) Power BI

Data Cleansing
Co-occurring IT Skills in South 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 1 (100.00%) Power BI
1 1 (100.00%) QlikView
1 1 (100.00%) SQL Server Analysis Services
1 1 (100.00%) SQL Server Integration Services
1 1 (100.00%) SQL Server Reporting Services
Job Titles
1 1 (100.00%) Analyst
1 1 (100.00%) Business Intelligence Analyst
1 1 (100.00%) Business Intelligence Data Analyst
1 1 (100.00%) Data Analyst
1 1 (100.00%) ETL Analyst
1 1 (100.00%) SSIS Analyst
Processes & Methodologies
1 1 (100.00%) Business Intelligence
1 1 (100.00%) Data Visualisation
1 1 (100.00%) ETL
1 1 (100.00%) Visualisation
Vendors
1 1 (100.00%) Microsoft
1 1 (100.00%) Tableau