Period
to 18 November 2017

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 6 months to 18 November 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
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 177 195 185
Rank change year-on-year +18 -10 -17
Contract jobs citing Data Cleansing 9 13 31
As % of all contract IT jobs advertised in Yorkshire 0.21% 0.24% 0.50%
As % of the Processes & Methodologies category 0.25% 0.28% 0.60%
Number of daily rates quoted 6 10 20
Yorkshire median daily rate £294 £425 £413
Median daily rate % change year-on-year -30.88% +3.03% +26.92%
10th Percentile £234 £323 £319
90th Percentile £519 £509 £481
England median daily rate £425 £425 £388
% change year-on-year - +9.68% -0.64%
Number of hourly rates quoted 0 0 1
Yorkshire median hourly rate - - £15.00
England median hourly rate £35.00 £20.00 £15.50
% change year-on-year +75.00% +29.03% +0.75%

Data Cleansing is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Contract vacancies with a requirement for process or methodology skills 3644 4610 5171
As % of all contract IT jobs advertised in Yorkshire 83.44% 84.19% 83.24%
Number of daily rates quoted 2425 3014 3558
Yorkshire median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% +7.14%
10th Percentile £261 £263 £259
90th Percentile £550 £550 £535
England median daily rate £450 £425 £420
% change year-on-year +5.88% +1.19% +5.00%
Number of hourly rates quoted 94 130 177
Yorkshire median hourly rate £15.93 £14.81 £14.50
Median hourly rate % change year-on-year +7.58% +2.12% -
10th Percentile £9.81 £10.98 £9.25
90th Percentile £40.00 £42.63 £35.07
England median hourly rate £24.00 £24.41 £22.50
% change year-on-year -1.68% +8.49% +18.42%

Data Cleansing
Job Vacancy Trend in Yorkshire

Job postings citing Data Cleansing as a percentage of all IT jobs advertised in Yorkshire.

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 Daily Rate Histogram in Yorkshire

The daily rate distribution of IT jobs citing Data Cleansing in Yorkshire over the 6 months to 18 November 2017.

Contractor daily rate histogram 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 6 months to 18 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +20 7 £294 -34.72% 1
South Yorkshire +14 2 - - 1
Data Cleansing
England

For the 6 months to 18 November 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 5 (55.56%) Data Quality
2 4 (44.44%) Data Management
3 3 (33.33%) Microsoft
3 3 (33.33%) Informatica
3 3 (33.33%) Migration
3 3 (33.33%) Web Services
3 3 (33.33%) Data Analysis
3 3 (33.33%) Data Integration
4 2 (22.22%) Talend Open Studio
4 2 (22.22%) Pentaho
4 2 (22.22%) Amazon AWS
4 2 (22.22%) MongoDB
4 2 (22.22%) NoSQL
4 2 (22.22%) Agile Software Development
4 2 (22.22%) Data Migration
4 2 (22.22%) Talend
4 2 (22.22%) Relational Database
4 2 (22.22%) Oracle
4 2 (22.22%) Data Modelling
4 2 (22.22%) SQL
4 2 (22.22%) IBM
5 1 (11.11%) Quality Management
5 1 (11.11%) Management Information System
5 1 (11.11%) Workflow
5 1 (11.11%) Finance
5 1 (11.11%) Manufacturing
5 1 (11.11%) Validation
5 1 (11.11%) Project Management
5 1 (11.11%) C#
5 1 (11.11%) .NET

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 1 (11.11%) SharePoint
Applications
1 1 (11.11%) Microsoft Office
Cloud Services
1 2 (22.22%) Amazon AWS
Database & Business Intelligence
1 2 (22.22%) MongoDB
1 2 (22.22%) NoSQL
1 2 (22.22%) Pentaho
1 2 (22.22%) Relational Database
Development Applications
1 2 (22.22%) Talend Open Studio
2 1 (11.11%) LSMW
General
1 1 (11.11%) Finance
1 1 (11.11%) Manufacturing
Job Titles
1 4 (44.44%) Analyst
2 3 (33.33%) Architect
2 3 (33.33%) Data Analyst
2 3 (33.33%) Data Architect
3 2 (22.22%) Solutions Architect
4 1 (11.11%) Business Analyst
4 1 (11.11%) C# Developer
4 1 (11.11%) Data Cleanser
4 1 (11.11%) Data Manager
4 1 (11.11%) Data Migration Manager
4 1 (11.11%) Developer
4 1 (11.11%) Migration Manager
4 1 (11.11%) SAP Data Manager
4 1 (11.11%) SAP Data Migration Manager
4 1 (11.11%) SAP Manager
Libraries, Frameworks & Software Standards
1 3 (33.33%) Web Services
2 1 (11.11%) .NET
2 1 (11.11%) ASP.NET
Miscellaneous
1 1 (11.11%) Management Information System
Operating Systems
1 1 (11.11%) VMS
Processes & Methodologies
1 4 (44.44%) Data Management
2 3 (33.33%) Data Analysis
2 3 (33.33%) Data Integration
2 3 (33.33%) Migration
3 2 (22.22%) Agile Software Development
3 2 (22.22%) Data Migration
3 2 (22.22%) Data Modelling
4 1 (11.11%) CRM
4 1 (11.11%) Data Enrichment
4 1 (11.11%) Data Governance
4 1 (11.11%) ERP
4 1 (11.11%) ETL
4 1 (11.11%) Integration Testing
4 1 (11.11%) Master Data Management
4 1 (11.11%) People Management
4 1 (11.11%) Project Management
4 1 (11.11%) SAP Implementation
4 1 (11.11%) System Integration Testing
4 1 (11.11%) Target Operating Model
4 1 (11.11%) Validation
Programming Languages
1 2 (22.22%) SQL
2 1 (11.11%) C#
Quality Assurance & Compliance
1 5 (55.56%) Data Quality
Vendors
1 3 (33.33%) Informatica
1 3 (33.33%) Microsoft
2 2 (22.22%) IBM
2 2 (22.22%) Oracle
2 2 (22.22%) Talend
3 1 (11.11%) DataFlux
3 1 (11.11%) SAP
3 1 (11.11%) Trillium