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 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
23 Mar 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
Yorkshire / South Yorkshire
Rank 53 56 40
Rank change year-on-year +3 -16  
Contract jobs citing Data Cleansing 1 1 1
As % of all contract IT jobs advertised in South Yorkshire 0.22% 0.19% 0.24%
As % of the Processes & Methodologies category 0.27% 0.24% 0.31%
Number of daily rates quoted 1 0 1
Median daily rate £350 - £313
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 £72.50
% change year-on-year +8.33% -81.37%  

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 367 414 321
As % of all contract IT job vacancies advertised in South Yorkshire 79.09% 78.11% 78.29%
Number of daily rates quoted 217 281 215
Median daily rate £425 £413 £325
Median daily rate % change year-on-year +3.03% +26.92%  
90% offered a daily rate of more than £305 £288 £225
10% offered a daily rate of more than £525 £589 £475
UK excluding London median daily rate £410 £400 £399
% change year-on-year +2.50% +0.29%  
Number of hourly rates quoted 4 8 13
Median hourly rate £11.50 £14.00 £16.61
Median hourly rate % change year-on-year -17.85% -15.72%  
UK excluding London median hourly rate £36.00 £39.00 £30.00
% change year-on-year -7.69% +30.00%  

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 hourly rates quoted in IT contractor jobs citing Data Cleansing in South Yorkshire.

Contractor hourly rate trend for Data Cleansing in South Yorkshire

Data Cleansing
Contract Job Locations in South 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 South Yorkshire region over the 3 months to 23 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
Sheffield +2 1 £350 -
Data Cleansing
Yorkshire

Data Cleansing
Top 30 Related IT Skills in South Yorkshire

For the 6 months to 23 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 South Yorkshire region with a requirement for Data Cleansing.

1 2 (66.67%) Data Modelling
1 2 (66.67%) ETL
1 2 (66.67%) Business Intelligence
1 2 (66.67%) Microsoft
2 1 (33.33%) Finance
2 1 (33.33%) Manufacturing
2 1 (33.33%) Migration
2 1 (33.33%) PLM
2 1 (33.33%) Data Management
2 1 (33.33%) SQL Server Reporting Services
2 1 (33.33%) DAO
2 1 (33.33%) Data Analysis
2 1 (33.33%) Business Analysis
2 1 (33.33%) SQL Server Integration Services
2 1 (33.33%) QlikView
2 1 (33.33%) SQL Server Analysis Services
2 1 (33.33%) Data Migration
2 1 (33.33%) Data Mapping
2 1 (33.33%) FMCG
2 1 (33.33%) Visualisation
2 1 (33.33%) Stakeholder Engagement
2 1 (33.33%) Data Visualisation
2 1 (33.33%) Tableau
2 1 (33.33%) Master Data Management
2 1 (33.33%) Logical Data Model
2 1 (33.33%) Database Theory
2 1 (33.33%) Data Enrichment
2 1 (33.33%) Power BI
2 1 (33.33%) Conceptual Models
2 1 (33.33%) SQL

Data Cleansing
Top Related 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:

Application Platforms
1 1 (33.33%) SharePoint
Applications
1 1 (33.33%) MS Excel
1 1 (33.33%) MS Office
Database & Business Intelligence
1 1 (33.33%) MS Access
1 1 (33.33%) Power BI
1 1 (33.33%) QlikView
1 1 (33.33%) SQL Server Analysis Services
1 1 (33.33%) SQL Server Integration Services
1 1 (33.33%) SQL Server Reporting Services
General
1 1 (33.33%) Finance
1 1 (33.33%) Manufacturing
Job Titles
1 1 (33.33%) Analyst
1 1 (33.33%) Business Intelligence Analyst
1 1 (33.33%) Business Intelligence Data Analyst
1 1 (33.33%) Consultant
1 1 (33.33%) Data Analyst
1 1 (33.33%) Data Consultant
1 1 (33.33%) Data Migration Consultant
1 1 (33.33%) DBA
1 1 (33.33%) Developer
1 1 (33.33%) ETL Analyst
1 1 (33.33%) Migration Consultant
1 1 (33.33%) SQL DBA
1 1 (33.33%) SSIS Analyst
Libraries, Frameworks & Software Standards
1 1 (33.33%) ActiveX
1 1 (33.33%) ADO
1 1 (33.33%) DAO
Miscellaneous
1 1 (33.33%) FMCG
Processes & Methodologies
1 2 (66.67%) Business Intelligence
1 2 (66.67%) Data Modelling
1 2 (66.67%) ETL
2 1 (33.33%) Business Analysis
2 1 (33.33%) Conceptual Models
2 1 (33.33%) Data Analysis
2 1 (33.33%) Data Enrichment
2 1 (33.33%) Data Management
2 1 (33.33%) Data Mapping
2 1 (33.33%) Data Migration
2 1 (33.33%) Data Visualisation
2 1 (33.33%) Database Theory
2 1 (33.33%) ERP
2 1 (33.33%) Logical Data Model
2 1 (33.33%) Master Data Management
2 1 (33.33%) Migration
2 1 (33.33%) PLM
2 1 (33.33%) Stakeholder Engagement
2 1 (33.33%) Visualisation
Programming Languages
1 1 (33.33%) SQL
1 1 (33.33%) VB
1 1 (33.33%) VBA
Vendors
1 2 (66.67%) Microsoft
2 1 (33.33%) SAP
2 1 (33.33%) Tableau