Period
to 22 November 2017

The following table provides summary statistics for contract job vacancies advertised in Leeds 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 22 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)
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 136 146 142
Rank change year-on-year +10 -4 -23
Contract jobs citing Data Cleansing 5 4 17
As % of all contract IT jobs advertised in Leeds 0.22% 0.15% 0.53%
As % of the Processes & Methodologies category 0.26% 0.17% 0.61%
Number of daily rates quoted 4 4 15
Leeds median daily rate £263 £475 £425
Median daily rate % change year-on-year -44.74% +11.76% +25.00%
10th Percentile £226 £364 £321
90th Percentile £317 £561 £485
West Yorkshire median daily rate £294 £450 £425
% change year-on-year -34.72% +5.88% +25.00%
Number of hourly rates quoted 0 0 1
Leeds median hourly rate - - £15.00
West Yorkshire median hourly rate - - £15.00

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 Leeds with a requirement for process or methodology skills.

All Process and Methodology Skills
Leeds
Contract vacancies with a requirement for process or methodology skills 1948 2298 2802
As % of all contract IT jobs advertised in Leeds 85.89% 87.78% 87.15%
Number of daily rates quoted 1390 1548 1967
Leeds median daily rate £410 £400 £380
Median daily rate % change year-on-year +2.50% +5.26% +8.57%
10th Percentile £275 £283 £265
90th Percentile £550 £563 £550
West Yorkshire median daily rate £400 £400 £375
% change year-on-year - +6.67% +7.14%
Number of hourly rates quoted 29 37 65
Leeds median hourly rate £20.50 £13.50 £13.60
Median hourly rate % change year-on-year +51.85% -0.70% +0.70%
10th Percentile £13.80 £10.20 £8.88
90th Percentile £40.00 £31.50 £39.80
West Yorkshire median hourly rate £16.00 £14.50 £15.00
% change year-on-year +10.34% -3.33% +3.45%

Data Cleansing
Job Vacancy Trend in Leeds

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

Job vacancy trend for Data Cleansing in Leeds

Data Cleansing
Contractor Daily Rate Trend in Leeds

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

Contractor daily rate trend for Data Cleansing in Leeds

Data Cleansing
Contractor Hourly Rate Trend in Leeds

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

Contractor hourly rate trend for Data Cleansing in Leeds

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

1 3 (60.00%) Microsoft
1 3 (60.00%) Data Management
1 3 (60.00%) Data Analysis
1 3 (60.00%) Data Quality
2 2 (40.00%) SQL
2 2 (40.00%) Oracle
2 2 (40.00%) Agile Software Development
3 1 (20.00%) C#
3 1 (20.00%) Microsoft Office
3 1 (20.00%) ASP.NET
3 1 (20.00%) Web Services
3 1 (20.00%) CRM
3 1 (20.00%) SharePoint
3 1 (20.00%) Trillium
3 1 (20.00%) VMS
3 1 (20.00%) Quality Management
3 1 (20.00%) Management Information System
3 1 (20.00%) Workflow
3 1 (20.00%) Finance
3 1 (20.00%) Validation
3 1 (20.00%) Migration
3 1 (20.00%) .NET
3 1 (20.00%) Informatica
3 1 (20.00%) Master Data Management
3 1 (20.00%) People Management
3 1 (20.00%) Data Enrichment
3 1 (20.00%) DataFlux
3 1 (20.00%) Data Integration

Data Cleansing
Co-occurring IT Skills in Leeds 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 (20.00%) SharePoint
Applications
1 1 (20.00%) Microsoft Office
General
1 1 (20.00%) Finance
Job Titles
1 3 (60.00%) Analyst
1 3 (60.00%) Data Analyst
2 1 (20.00%) Architect
2 1 (20.00%) C# Developer
2 1 (20.00%) Data Architect
2 1 (20.00%) Data Cleanser
2 1 (20.00%) Developer
Libraries, Frameworks & Software Standards
1 1 (20.00%) .NET
1 1 (20.00%) ASP.NET
1 1 (20.00%) Web Services
Miscellaneous
1 1 (20.00%) Management Information System
Operating Systems
1 1 (20.00%) VMS
Processes & Methodologies
1 3 (60.00%) Data Analysis
1 3 (60.00%) Data Management
2 2 (40.00%) Agile Software Development
3 1 (20.00%) CRM
3 1 (20.00%) Data Enrichment
3 1 (20.00%) Data Integration
3 1 (20.00%) Master Data Management
3 1 (20.00%) Migration
3 1 (20.00%) People Management
3 1 (20.00%) Quality Management
3 1 (20.00%) Validation
3 1 (20.00%) Workflow
Programming Languages
1 2 (40.00%) SQL
2 1 (20.00%) C#
Quality Assurance & Compliance
1 3 (60.00%) Data Quality
Vendors
1 3 (60.00%) Microsoft
2 2 (40.00%) Oracle
3 1 (20.00%) DataFlux
3 1 (20.00%) Informatica
3 1 (20.00%) Trillium