The following table provides summary statistics for contract job vacancies advertised in West 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 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 / West Yorkshire
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 94 115 123
Rank change year-on-year +21 +8  
Contract jobs citing Data Cleansing 9 5 4
As % of all contract IT jobs advertised in West Yorkshire 0.63% 0.25% 0.19%
As % of the Processes & Methodologies category 0.73% 0.28% 0.22%
Number of daily rates quoted 4 1 0
Median daily rate £531 £500 -
Median daily rate % change year-on-year +6.25% -  
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 £40.17
% change year-on-year +18.03% -62.03%  

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 West Yorkshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
West Yorkshire
Contract job vacancies with a requirement for process and methodology skills 1236 1772 1819
As % of all contract IT job vacancies advertised in West Yorkshire 86.74% 87.59% 85.80%
Number of daily rates quoted 832 1221 1298
Median daily rate £403 £425 £360
Median daily rate % change year-on-year -5.29% +18.05%  
90% offered a daily rate of more than £310 £318 £275
10% offered a daily rate of more than £538 £550 £500
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 28 18 32
Median hourly rate £10.89 £14.50 £35.00
Median hourly rate % change year-on-year -24.93% -58.57%  
90% offered a hourly rate of more than £8.79 £10.20 £12.00
10% offered a hourly rate of more than £28.02 £170.00 £45.00
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

Data Cleansing
Job Vacancy Trend in West Yorkshire

The job posting trend of jobs advertised in West 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 West Yorkshire

Data Cleansing
Contractor Daily Rate Trend in West Yorkshire

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

Contractor daily rate trend for Data Cleansing in West Yorkshire

Data Cleansing
Contractor Hourly Rate Trend in West Yorkshire

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

Contractor hourly rate trend for Data Cleansing in West Yorkshire

Data Cleansing
Contract Job Locations in West 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 West Yorkshire region over the 3 months to 26 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
Leeds +23 5 £513 +2.50% 1
Bradford - 2 £575 -
Data Cleansing
Yorkshire

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

1 8 (57.14%) Data Quality
2 7 (50.00%) Migration
2 7 (50.00%) Data Migration
2 7 (50.00%) Data Integration
3 6 (42.86%) SQL
3 6 (42.86%) Project Management
4 5 (35.71%) Data Modelling
4 5 (35.71%) Relational Database
5 4 (28.57%) ETL
5 4 (28.57%) Validation
5 4 (28.57%) Stakeholder Management
6 3 (21.43%) Business Analysis
6 3 (21.43%) SQL Server Reporting Services
6 3 (21.43%) Data Analysis
6 3 (21.43%) Economics
6 3 (21.43%) Statistics
6 3 (21.43%) Operations Research
6 3 (21.43%) Statistical Analysis
6 3 (21.43%) SQL Server Integration Services
6 3 (21.43%) Degree
6 3 (21.43%) Mathematics
6 3 (21.43%) Stakeholder Engagement
6 3 (21.43%) SAP Data Services
6 3 (21.43%) Stata
6 3 (21.43%) Informatica
6 3 (21.43%) NHS
6 3 (21.43%) SAS
6 3 (21.43%) Data Mining
6 3 (21.43%) Business Intelligence
6 3 (21.43%) RDBMS

Data Cleansing
Co-occurring IT Skills in West 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
Applications
1 3 (21.43%) Stata
2 1 (7.14%) Microsoft Project
Cloud Services
1 1 (7.14%) Amazon AWS
Database & Business Intelligence
1 5 (35.71%) Relational Database
2 3 (21.43%) Big Data
2 3 (21.43%) BusinessObjects
2 3 (21.43%) Data Mining
2 3 (21.43%) RDBMS
2 3 (21.43%) SAP Data Services
2 3 (21.43%) SQL Server
2 3 (21.43%) SQL Server Integration Services
2 3 (21.43%) SQL Server Reporting Services
2 3 (21.43%) SSDT
3 2 (14.29%) Data Warehouse
3 2 (14.29%) MongoDB
3 2 (14.29%) NoSQL
3 2 (14.29%) Pentaho
4 1 (7.14%) Electronic Patient Records
Development Applications
1 3 (21.43%) SQL Server Management Studio (SSMS)
1 3 (21.43%) Visual Studio
2 2 (14.29%) LSMW
2 2 (14.29%) Talend Open Studio
General
1 2 (14.29%) Finance
Job Titles
1 3 (21.43%) Architect
1 3 (21.43%) Data Architect
1 3 (21.43%) Data Manager
1 3 (21.43%) Data Migration Manager
1 3 (21.43%) Data Migration Project Manager
1 3 (21.43%) Migration Manager
1 3 (21.43%) Migration Project Manager
1 3 (21.43%) Project Manager
1 3 (21.43%) SAP Data Manager
1 3 (21.43%) SAP Data Migration Manager
1 3 (21.43%) SAP Manager
1 3 (21.43%) SAP Project Manager
2 2 (14.29%) Data Migration Lead
2 2 (14.29%) Technical Leader
3 1 (7.14%) Business Intelligence Developer
3 1 (7.14%) Data Consultant
3 1 (7.14%) Data Migration Consultant
3 1 (7.14%) Data Migration Developer
3 1 (7.14%) EPR Consultant
3 1 (7.14%) Migration Consultant
Libraries, Frameworks & Software Standards
1 2 (14.29%) Web Services
Miscellaneous
1 3 (21.43%) Analytical Skills
1 3 (21.43%) NHS
Processes & Methodologies
1 7 (50.00%) Data Integration
1 7 (50.00%) Data Migration
1 7 (50.00%) Migration
2 6 (42.86%) Project Management
3 5 (35.71%) Data Modelling
4 4 (28.57%) ETL
4 4 (28.57%) Stakeholder Management
4 4 (28.57%) Validation
5 3 (21.43%) Business Analysis
5 3 (21.43%) Business Intelligence
5 3 (21.43%) CRM
5 3 (21.43%) Data Analysis
5 3 (21.43%) Data Mapping
5 3 (21.43%) Data Transformation
5 3 (21.43%) Economics
5 3 (21.43%) Mathematics
5 3 (21.43%) Operations Research
5 3 (21.43%) Stakeholder Engagement
5 3 (21.43%) Statistical Analysis
5 3 (21.43%) Statistics
Programming Languages
1 6 (42.86%) SQL
2 3 (21.43%) T-SQL
2 3 (21.43%) VBA
Qualifications
1 3 (21.43%) Degree
2 2 (14.29%) BPSS Clearance
2 2 (14.29%) Security Cleared
3 1 (7.14%) Numerate Degree
Quality Assurance & Compliance
1 8 (57.14%) Data Quality
2 2 (14.29%) QA
3 1 (7.14%) IFRS
3 1 (7.14%) IFRS 9
Vendors
1 3 (21.43%) Informatica
1 3 (21.43%) SAP
2 2 (14.29%) IBM
2 2 (14.29%) Talend
3 1 (7.14%) Cerner
3 1 (7.14%) DataFlux
3 1 (7.14%) Trillium