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 22 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)
England / Yorkshire
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 109 142 137
Rank change year-on-year +33 -5  
Contract jobs citing Data Cleansing 12 5 7
As % of all contract IT jobs advertised in Yorkshire 0.60% 0.18% 0.24%
As % of the Processes & Methodologies category 0.71% 0.21% 0.28%
Number of daily rates quoted 4 1 2
Median daily rate £531 £500 £291
Median daily rate % change year-on-year +6.25% +71.67%  
90% offered a daily rate of more than £513 £500 £284
10% offered a daily rate of more than £585 £500 £298
UK excluding London median daily rate £408 £400 £350
% change year-on-year +1.87% +14.28%  
Number of hourly rates quoted 2 0 0
Median hourly rate £18.00 - -
UK excluding London median hourly rate £16.31 £15.25 £33.00
% change year-on-year +6.96% -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 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 1697 2424 2474
As % of all contract IT job vacancies advertised in Yorkshire 84.34% 86.82% 84.18%
Number of daily rates quoted 1107 1697 1719
Median daily rate £410 £425 £370
Median daily rate % change year-on-year -3.52% +14.86%  
90% offered a daily rate of more than £300 £313 £275
10% offered a daily rate of more than £528 £570 £500
UK excluding London median daily rate £415 £400 £385
% change year-on-year +3.75% +3.89%  
Number of hourly rates quoted 49 36 55
Median hourly rate £15.93 £17.69 £15.39
Median hourly rate % change year-on-year -9.93% +14.92%  
90% offered a hourly rate of more than £9.16 £10.60 £10.50
10% offered a hourly rate of more than £28.27 £28.50 £45.00
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 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 contractor hourly rates quoted in IT 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 22 June 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 +26 9 £531 +6.25%
East Yorkshire - 3 - -
Data Cleansing
England

For the 6 months to 22 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 Yorkshire region with a requirement for Data Cleansing.

1 11 (61.11%) Data Quality
2 9 (50.00%) Data Migration
2 9 (50.00%) Data Integration
2 9 (50.00%) Migration
3 7 (38.89%) Data Modelling
4 6 (33.33%) SQL
4 6 (33.33%) SAP
4 6 (33.33%) Project Management
4 6 (33.33%) Validation
5 5 (27.78%) Degree
5 5 (27.78%) Informatica
5 5 (27.78%) ETL
5 5 (27.78%) Relational Database
6 4 (22.22%) Master Data Management
6 4 (22.22%) QA
6 4 (22.22%) Data Mining
6 4 (22.22%) Business Intelligence
6 4 (22.22%) Data Management
6 4 (22.22%) SQL Server Integration Services
6 4 (22.22%) Stakeholder Management
6 4 (22.22%) Change Management
6 4 (22.22%) SQL Server Reporting Services
7 3 (16.67%) Data Analysis
7 3 (16.67%) Economics
7 3 (16.67%) Finance
7 3 (16.67%) Stata
7 3 (16.67%) Dynamics AX
7 3 (16.67%) Statistical Analysis
7 3 (16.67%) Business Analysis
7 3 (16.67%) Statistics

Data Cleansing
Co-occurring 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 (16.67%) SAS
Applications
1 3 (16.67%) Stata
2 1 (5.56%) Microsoft Excel
2 1 (5.56%) Microsoft Project
Business Applications
1 3 (16.67%) Dynamics AX
2 2 (11.11%) SAP ERP
Cloud Services
1 1 (5.56%) Amazon AWS
Database & Business Intelligence
1 5 (27.78%) Relational Database
2 4 (22.22%) Data Mining
2 4 (22.22%) SQL Server Integration Services
2 4 (22.22%) SQL Server Reporting Services
3 3 (16.67%) Big Data
3 3 (16.67%) BusinessObjects
3 3 (16.67%) RDBMS
3 3 (16.67%) SAP Data Services
3 3 (16.67%) SQL Server
3 3 (16.67%) SSDT
4 2 (11.11%) Data Warehouse
4 2 (11.11%) MongoDB
4 2 (11.11%) NoSQL
4 2 (11.11%) Pentaho
5 1 (5.56%) Electronic Patient Records
5 1 (5.56%) Power BI
5 1 (5.56%) QlikView
5 1 (5.56%) SQL Server Analysis Services
Development Applications
1 3 (16.67%) SQL Server Management Studio (SSMS)
1 3 (16.67%) Visual Studio
2 2 (11.11%) LSMW
2 2 (11.11%) Talend Open Studio
General
1 3 (16.67%) Finance
2 1 (5.56%) Manufacturing
2 1 (5.56%) Pharmaceutical
Job Titles
1 5 (27.78%) Analyst
2 4 (22.22%) Data Analyst
3 3 (16.67%) Architect
3 3 (16.67%) Data Architect
3 3 (16.67%) Data Manager
3 3 (16.67%) Data Migration Manager
3 3 (16.67%) Data Migration Project Manager
3 3 (16.67%) Migration Manager
3 3 (16.67%) Migration Project Manager
3 3 (16.67%) Project Manager
3 3 (16.67%) SAP Data Manager
3 3 (16.67%) SAP Data Migration Manager
3 3 (16.67%) SAP Manager
3 3 (16.67%) SAP Project Manager
4 2 (11.11%) Data Migration Lead
4 2 (11.11%) Data Quality Analyst
4 2 (11.11%) Quality Analyst
4 2 (11.11%) Technical Leader
5 1 (5.56%) Business Intelligence Analyst
5 1 (5.56%) Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 2 (11.11%) Web Services
Miscellaneous
1 3 (16.67%) Analytical Skills
1 3 (16.67%) NHS
2 2 (11.11%) Tandem
3 1 (5.56%) Virtual Team
Processes & Methodologies
1 9 (50.00%) Data Integration
1 9 (50.00%) Data Migration
1 9 (50.00%) Migration
2 7 (38.89%) Data Modelling
3 6 (33.33%) Project Management
3 6 (33.33%) Validation
4 5 (27.78%) ETL
5 4 (22.22%) Business Intelligence
5 4 (22.22%) Change Management
5 4 (22.22%) Data Management
5 4 (22.22%) Master Data Management
5 4 (22.22%) Stakeholder Management
6 3 (16.67%) Business Analysis
6 3 (16.67%) Data Analysis
6 3 (16.67%) Data Extraction
6 3 (16.67%) Data Mapping
6 3 (16.67%) Data Reconciliation
6 3 (16.67%) Data Transformation
6 3 (16.67%) Mathematics
6 3 (16.67%) Stakeholder Engagement
Programming Languages
1 6 (33.33%) SQL
2 3 (16.67%) T-SQL
2 3 (16.67%) VBA
Qualifications
1 5 (27.78%) Degree
2 2 (11.11%) BPSS Clearance
2 2 (11.11%) Security Cleared
3 1 (5.56%) Numerate Degree
Quality Assurance & Compliance
1 11 (61.11%) Data Quality
2 4 (22.22%) QA
3 1 (5.56%) IFRS
3 1 (5.56%) IFRS 9
Vendors
1 6 (33.33%) SAP
2 5 (27.78%) Informatica
3 3 (16.67%) Ariba
4 2 (11.11%) IBM
4 2 (11.11%) Talend
5 1 (5.56%) Cerner
5 1 (5.56%) DataFlux
5 1 (5.56%) Microsoft
5 1 (5.56%) Tableau
5 1 (5.56%) Trillium