The table below looks at the statistics for Data Cleansing skills in IT contracts advertised for the North West region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 17 January 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
17 Jan 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
England / North West
Rank 132 141 128
Rank change year-on-year
+9 -13
Contract jobs citing Data Cleansing 4 12 12
As % of all contract IT jobs located in the North West 0.15% 0.31% 0.39%
As % of the Processes & Methodologies category 0.19% 0.39% 0.51%
Number of daily rates quoted 3 9 7
Median daily rate £650 £325 £364
Median daily rate % change year-on-year
+100.00% -10.71%
UK excluding London median daily rate £413 £400 £350
% change year-on-year
+3.12% +14.28%
Number of hourly rates quoted 0 0 2
Median hourly rate - - £33.70
UK excluding London median hourly rate - £10.00 £20.95
% change year-on-year
- -52.26%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the North West region.

Processes & Methodologies Category
North West
Contract IT job ads with a match in the
Processes & Methodologies category
2153 3099 2367
As % of all contract IT jobs located in the North West 81.93% 80.56% 76.95%
Number of daily rates quoted 1402 1888 1417
Median daily rate £405 £400 £378
Median daily rate % change year-on-year
+1.25% +5.96%
90% offered a daily rate of more than £275 £275 £265
10% offered a daily rate of more than £575 £600 £550
UK excluding London median daily rate £410 £400 £390
% change year-on-year
+2.50% +2.56%
Number of hourly rates quoted 61 107 101
Median hourly rate £35.00 £37.00 £26.50
Median hourly rate % change year-on-year
-5.40% +39.62%
90% offered a hourly rate of more than £13.00 £14.00 £13.00
10% offered a hourly rate of more than £50.00 £54.00 £45.00
UK excluding London median hourly rate £34.50 £39.00 £25.50
% change year-on-year
-11.53% +52.94%

Data Cleansing
Jobs Demand Trend in the North West

The demand trend of contract jobs across the North West region citing Data Cleansing as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Cleansing Jobs Demand Trend in the North West

Data Cleansing
Daily Rate Trend in the North West

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

Data Cleansing Daily Rate Trend in the North West

Data Cleansing
Hourly Rate Trend in the North West

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

Data Cleansing Hourly Rate Trend in the North West

Data Cleansing
Contract Job Locations in the North West

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 North West region over the 3 months to 17 January 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
Merseyside - 4 £650 -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the North West

For the 6 months to 17 January 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 North West region with a requirement for Data Cleansing.

1 7 (77.78%) SAP
1 7 (77.78%) Migration
2 6 (66.67%) Finance
2 6 (66.67%) Data Migration
3 4 (44.44%) SC Cleared
3 4 (44.44%) Security Cleared
3 4 (44.44%) Data Transformation
3 4 (44.44%) Analytical Skills
4 3 (33.33%) Data Structures
4 3 (33.33%) Data Quality
4 3 (33.33%) Data Mapping
4 3 (33.33%) LSMW
4 3 (33.33%) BAPI
4 3 (33.33%) SAP HR
4 3 (33.33%) XML
5 2 (22.22%) Oracle
5 2 (22.22%) ERP
5 2 (22.22%) Validation
5 2 (22.22%) Data Validation
5 2 (22.22%) Project Planning
6 1 (11.11%) Workday
6 1 (11.11%) Earned Value Management
6 1 (11.11%) System Integration Testing
6 1 (11.11%) SAP ERP
6 1 (11.11%) QlikView
6 1 (11.11%) User Acceptance Testing
6 1 (11.11%) System Testing
6 1 (11.11%) Data Conversion
6 1 (11.11%) Marketing
6 1 (11.11%) Software Engineering

Data Cleansing
Top Related IT Skills in the North West 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:

Business Applications
1 3 (33.33%) SAP HR
2 1 (11.11%) Dynamics AX
2 1 (11.11%) SAP ERP
2 1 (11.11%) Unit4 Business World
Database & Business Intelligence
1 1 (11.11%) Oracle Reports
1 1 (11.11%) QlikView
Development Applications
1 3 (33.33%) LSMW
General
1 6 (66.67%) Finance
2 1 (11.11%) Marketing
2 1 (11.11%) Pharmaceutical
Job Titles
1 3 (33.33%) Consultant
2 2 (22.22%) Data Consultant
2 2 (22.22%) Data Manager
2 2 (22.22%) Data Migration Consultant
2 2 (22.22%) Data Migration Manager
2 2 (22.22%) Data Migration Specialist
2 2 (22.22%) Migration Consultant
2 2 (22.22%) Migration Manager
2 2 (22.22%) Migration Specialist
2 2 (22.22%) SAP Consultant
2 2 (22.22%) SAP Data Consultant
2 2 (22.22%) SAP Data Migration Consultant
2 2 (22.22%) SAP Data Migration Specialist
2 2 (22.22%) SAP Migration Consultant
3 1 (11.11%) HR Manager
3 1 (11.11%) QlikView Developer
3 1 (11.11%) SAP Subject Matter Expert
3 1 (11.11%) Subject Matter Expert
3 1 (11.11%) Workday Consultant
3 1 (11.11%) Workday Implementation Consultant
Libraries, Frameworks & Software Standards
1 3 (33.33%) BAPI
1 3 (33.33%) XML
Miscellaneous
1 4 (44.44%) Analytical Skills
2 3 (33.33%) Data Structures
3 1 (11.11%) Data Conversion
Processes & Methodologies
1 7 (77.78%) Migration
2 6 (66.67%) Data Migration
3 4 (44.44%) Data Transformation
4 3 (33.33%) Data Mapping
5 2 (22.22%) Data Validation
5 2 (22.22%) ERP
5 2 (22.22%) Project Planning
5 2 (22.22%) Validation
6 1 (11.11%) Business Intelligence
6 1 (11.11%) Change Management
6 1 (11.11%) Data Modelling
6 1 (11.11%) Earned Value Management
6 1 (11.11%) ETL
6 1 (11.11%) Software Engineering
6 1 (11.11%) System Integration Testing
6 1 (11.11%) System Testing
6 1 (11.11%) User Acceptance Testing
Programming Languages
1 1 (11.11%) SQL
Qualifications
1 4 (44.44%) SC Cleared
1 4 (44.44%) Security Cleared
Quality Assurance & Compliance
1 3 (33.33%) Data Quality
Vendors
1 7 (77.78%) SAP
2 2 (22.22%) Oracle
3 1 (11.11%) JD Edwards
3 1 (11.11%) Workday