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 27 September 2016 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
27 Sep 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 149 158 119
Rank change year-on-year
+9 -39
Contract jobs citing Data Cleansing 5 12 24
As % of all contract IT jobs located in the North West 0.14% 0.27% 0.76%
As % of the Processes & Methodologies category 0.17% 0.33% 1.00%
Number of daily rates quoted 4 5 13
Median daily rate £382 £375 £338
Median daily rate % change year-on-year
+1.73% +11.11%
90% offered a daily rate of more than £375 £144 £223
10% offered a daily rate of more than £493 £479 £435
UK excluding London median daily rate £400 £338 £331
% change year-on-year
+18.51% +1.88%
Number of hourly rates quoted 1 0 1
Median hourly rate £20.50 - £67.00
UK excluding London median hourly rate £20.50 £15.00 £17.50
% change year-on-year
+36.66% -14.28%
Data Cleansing
England

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
2941 3626 2400
As % of all contract IT jobs located in the North West 83.01% 82.00% 75.81%
Number of daily rates quoted 1877 2271 1379
Median daily rate £400 £425 £375
Median daily rate % change year-on-year
-5.88% +13.33%
90% offered a daily rate of more than £300 £288 £264
10% offered a daily rate of more than £550 £550 £525
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 94 140 112
Median hourly rate £24.00 £37.00 £30.00
Median hourly rate % change year-on-year
-35.13% +23.33%
90% offered a hourly rate of more than £12.58 £14.50 £12.50
10% offered a hourly rate of more than £60.92 £56.97 £78.00
UK excluding London median hourly rate £32.50 £33.64 £26.25
% change year-on-year
-3.38% +28.15%

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
Daily Rate Histogram in the North West

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Cleansing across the North West region over the 3 months to 27 September 2016.

Data Cleansing Daily Rate Histogram 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 27 September 2016. 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
(Click see detailed
statistics and trends)
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
Manchester -7 1 £538 +62.87% 1
Cumbria - 1 - -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the North West

For the 6 months to 27 September 2016, 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 5 (41.67%) Migration
2 4 (33.33%) ERP
3 3 (25.00%) Finance
3 3 (25.00%) Data Migration
4 2 (16.67%) User Acceptance Testing
4 2 (16.67%) Data Mapping
4 2 (16.67%) System Integration Testing
4 2 (16.67%) Data Quality
4 2 (16.67%) MS Excel
4 2 (16.67%) SAP
4 2 (16.67%) Unit4 Business World
5 1 (8.33%) SPSS
5 1 (8.33%) Salesforce.com
5 1 (8.33%) Pharmaceutical
5 1 (8.33%) Change Management
5 1 (8.33%) GAP Analysis
5 1 (8.33%) ITIL
5 1 (8.33%) Oracle Reports
5 1 (8.33%) SQL
5 1 (8.33%) Oracle
5 1 (8.33%) MS Office
5 1 (8.33%) Data Modelling
5 1 (8.33%) ETL
5 1 (8.33%) Microsoft
5 1 (8.33%) JD Edwards
5 1 (8.33%) Logistics
5 1 (8.33%) MS PowerPoint
5 1 (8.33%) Dynamics AX
5 1 (8.33%) Data Protection Act
5 1 (8.33%) SAP ERP

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:

Applications
1 2 (16.67%) MS Excel
2 1 (8.33%) MS Office
2 1 (8.33%) MS PowerPoint
2 1 (8.33%) SPSS
Business Applications
1 2 (16.67%) Unit4 Business World
2 1 (8.33%) Dynamics AX
2 1 (8.33%) Maximo
2 1 (8.33%) Oracle EBS R12
2 1 (8.33%) Oracle ERP
2 1 (8.33%) SAP ERP
Database & Business Intelligence
1 1 (8.33%) Oracle Reports
General
1 3 (25.00%) Finance
2 1 (8.33%) Pharmaceutical
Job Titles
1 5 (41.67%) Analyst
2 4 (33.33%) Data Analyst
3 2 (16.67%) Data Manager
3 2 (16.67%) Data Migration Manager
3 2 (16.67%) Master Data Analyst
3 2 (16.67%) Migration Manager
4 1 (8.33%) Architect
4 1 (8.33%) Business Analyst
4 1 (8.33%) Data Business Analyst
4 1 (8.33%) Data Migration Analyst
4 1 (8.33%) Data Migration Business Analyst
4 1 (8.33%) ETL Developer
4 1 (8.33%) Implementation Consultant
4 1 (8.33%) Migration Analyst
4 1 (8.33%) Report Analyst
4 1 (8.33%) SAP Subject Matter Expert
4 1 (8.33%) Subject Matter Expert
4 1 (8.33%) Teradata Developer
4 1 (8.33%) Workday Consultant
4 1 (8.33%) Workday Implementation Consultant
Libraries, Frameworks & Software Standards
1 1 (8.33%) Oracle Fusion
Miscellaneous
1 1 (8.33%) Analytical Skills
1 1 (8.33%) Data Conversion
1 1 (8.33%) Data Extraction
1 1 (8.33%) Data Protection Act
1 1 (8.33%) Visualisation
Processes & Methodologies
1 5 (41.67%) Migration
2 4 (33.33%) ERP
3 3 (25.00%) Data Migration
4 2 (16.67%) Data Mapping
4 2 (16.67%) System Integration Testing
4 2 (16.67%) User Acceptance Testing
5 1 (8.33%) Change Management
5 1 (8.33%) Data Architecture
5 1 (8.33%) Data Modelling
5 1 (8.33%) Data Protection
5 1 (8.33%) Data Reconciliation
5 1 (8.33%) Data Visualisation
5 1 (8.33%) Defect Management
5 1 (8.33%) ETL
5 1 (8.33%) GAP Analysis
5 1 (8.33%) ITIL
5 1 (8.33%) Stakeholder Engagement
5 1 (8.33%) Stakeholder Management
5 1 (8.33%) System Testing
5 1 (8.33%) Test Scripting
Programming Languages
1 1 (8.33%) SQL
Quality Assurance & Compliance
1 2 (16.67%) Data Quality
Vendors
1 2 (16.67%) SAP
2 1 (8.33%) Alteryx
2 1 (8.33%) JD Edwards
2 1 (8.33%) Microsoft
2 1 (8.33%) Oracle
2 1 (8.33%) Salesforce.com
2 1 (8.33%) Tableau
2 1 (8.33%) Teradata