The following table provides summary statistics for contract job vacancies advertised in 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 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
Data Cleansing (Data Cleaning, Data Scrubbing)
England / Yorkshire
Rank 120 137 135
Rank change year-on-year +17 -2  
Contract jobs citing Data Cleansing 6 5 3
As % of all contract IT jobs advertised in Yorkshire 0.28% 0.18% 0.11%
As % of the Processes & Methodologies category 0.34% 0.22% 0.14%
Number of daily rates quoted 4 4 2
Median daily rate £440 £375 £219
Median daily rate % change year-on-year +17.33% +71.42%  
90% offered a daily rate of more than £370 £347 £144
10% offered a daily rate of more than £476 £470 £294
UK excluding London median daily rate £350 £425 £400
% change year-on-year -17.64% +6.25%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £14.63 £13.50 £20.00
% change year-on-year +8.33% -32.50%  

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 Yorkshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Yorkshire
Contract job vacancies with a requirement for process and methodology skills 1757 2301 2187
As % of all contract IT job vacancies advertised in Yorkshire 82.53% 81.05% 82.09%
Number of daily rates quoted 1127 1562 1414
Median daily rate £410 £410 £375
Median daily rate % change year-on-year - +9.33%  
90% offered a daily rate of more than £300 £300 £250
10% offered a daily rate of more than £550 £575 £475
UK excluding London median daily rate £410 £400 £398
% change year-on-year +2.50% +0.62%  
Number of hourly rates quoted 35 65 62
Median hourly rate £13.00 £16.50 £18.00
Median hourly rate % change year-on-year -21.21% -8.33%  
90% offered a hourly rate of more than £8.82 £10.20 £9.25
10% offered a hourly rate of more than £35.34 £35.00 £35.50
UK excluding London median hourly rate £36.00 £38.75 £30.00
% change year-on-year -7.09% +29.16%  

Data Cleansing
Job Vacancy Trend in Yorkshire

The job posting trend of jobs advertised in 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 Yorkshire

Data Cleansing
Contractor Daily Rate Trend in Yorkshire

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

Contractor daily rate trend for Data Cleansing in Yorkshire

Data Cleansing
Contractor Hourly Rate Trend in Yorkshire

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

Contractor hourly rate trend for Data Cleansing in Yorkshire

Data Cleansing
Contract Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Cleansing within the 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
West Yorkshire +16 5 £465 +24.00%
South Yorkshire -2 1 £350 -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in Yorkshire

For the 6 months to 26 March 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 Yorkshire region with a requirement for Data Cleansing.

1 7 (50.00%) VBA
1 7 (50.00%) Stakeholder Management
2 6 (42.86%) Business Intelligence
2 6 (42.86%) Microsoft
2 6 (42.86%) SQL
2 6 (42.86%) Stakeholder Engagement
3 5 (35.71%) Data Modelling
3 5 (35.71%) Migration
3 5 (35.71%) Business Analysis
3 5 (35.71%) Data Migration
4 4 (28.57%) SAP
4 4 (28.57%) ActiveX
5 3 (21.43%) MS Excel
5 3 (21.43%) MS Access
5 3 (21.43%) CRM
5 3 (21.43%) VB
5 3 (21.43%) ADO
5 3 (21.43%) Data Mining
5 3 (21.43%) ETL
5 3 (21.43%) SAS
5 3 (21.43%) NHS
5 3 (21.43%) Project Management
5 3 (21.43%) ERP
5 3 (21.43%) Finance
5 3 (21.43%) Statistics
5 3 (21.43%) Statistical Analysis
5 3 (21.43%) Operations Research
5 3 (21.43%) Economics
5 3 (21.43%) DAO
5 3 (21.43%) Stata

Data Cleansing
Top Related IT Skills in 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:

Application Platforms
1 3 (21.43%) SAS
2 1 (7.14%) SharePoint
Applications
1 3 (21.43%) MS Excel
1 3 (21.43%) Stata
2 1 (7.14%) MS Office
Business Applications
1 2 (14.29%) Dynamics AX
Database & Business Intelligence
1 3 (21.43%) Big Data
1 3 (21.43%) Data Mining
1 3 (21.43%) MS Access
2 2 (14.29%) Data Warehouse
3 1 (7.14%) Electronic Patient Records
3 1 (7.14%) Power BI
3 1 (7.14%) QlikView
3 1 (7.14%) SQL Server Analysis Services
3 1 (7.14%) SQL Server Integration Services
3 1 (7.14%) SQL Server Reporting Services
General
1 3 (21.43%) Finance
1 3 (21.43%) Retail
2 1 (7.14%) Banking
2 1 (7.14%) Manufacturing
2 1 (7.14%) Retail Banking
Job Titles
1 4 (28.57%) Developer
2 2 (14.29%) Analyst
2 2 (14.29%) Business Intelligence Developer
2 2 (14.29%) Consultant
2 2 (14.29%) Data Consultant
2 2 (14.29%) Data Migration Consultant
2 2 (14.29%) Data Migration Lead
2 2 (14.29%) Migration Consultant
3 1 (7.14%) Access Developer
3 1 (7.14%) Access VBA Developer
3 1 (7.14%) Business Intelligence Analyst
3 1 (7.14%) Business Intelligence Data Analyst
3 1 (7.14%) Data Analyst
3 1 (7.14%) EPR Consultant
3 1 (7.14%) ETL Analyst
3 1 (7.14%) Excel Developer
3 1 (7.14%) Excel VBA Developer
3 1 (7.14%) SQL DBA
3 1 (7.14%) SSIS Analyst
3 1 (7.14%) VBA Developer
Libraries, Frameworks & Software Standards
1 4 (28.57%) ActiveX
2 3 (21.43%) ADO
2 3 (21.43%) DAO
3 1 (7.14%) Web Services
Miscellaneous
1 3 (21.43%) Analytical Skills
1 3 (21.43%) NHS
2 2 (14.29%) Tandem
3 1 (7.14%) FMCG
Processes & Methodologies
1 7 (50.00%) Stakeholder Management
2 6 (42.86%) Business Intelligence
2 6 (42.86%) Stakeholder Engagement
3 5 (35.71%) Business Analysis
3 5 (35.71%) Data Migration
3 5 (35.71%) Data Modelling
3 5 (35.71%) Migration
4 3 (21.43%) CRM
4 3 (21.43%) Database Theory
4 3 (21.43%) Economics
4 3 (21.43%) ERP
4 3 (21.43%) ETL
4 3 (21.43%) Operations Research
4 3 (21.43%) Project Management
4 3 (21.43%) Statistical Analysis
4 3 (21.43%) Statistics
5 2 (14.29%) Kalman Filter
5 2 (14.29%) Line Management
5 2 (14.29%) Mathematics
5 2 (14.29%) User Acceptance Testing
Programming Languages
1 7 (50.00%) VBA
2 6 (42.86%) SQL
3 3 (21.43%) VB
4 1 (7.14%) C
Qualifications
1 2 (14.29%) BPSS Clearance
1 2 (14.29%) Degree
2 1 (7.14%) Security Cleared
Quality Assurance & Compliance
1 3 (21.43%) Data Quality
2 1 (7.14%) IFRS
2 1 (7.14%) IFRS 9
Vendors
1 6 (42.86%) Microsoft
2 4 (28.57%) SAP
3 1 (7.14%) Cerner
3 1 (7.14%) Tableau