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 25 February 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
25 Feb 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
England / North West
Rank 132 145 140
Rank change year-on-year
+13 -5
Contract jobs citing Data Cleansing 5 15 6
As % of all contract IT jobs located in the North West 0.19% 0.39% 0.18%
As % of the Processes & Methodologies category 0.23% 0.48% 0.23%
Number of daily rates quoted 1 9 3
Median daily rate £350 £325 £350
Median daily rate % change year-on-year
+7.69% -7.14%
UK excluding London median daily rate £350 £400 £365
% change year-on-year
-12.50% +9.58%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £13.50 -

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
2135 3156 2639
As % of all contract IT jobs located in the North West 82.31% 82.29% 77.96%
Number of daily rates quoted 1363 1903 1514
Median daily rate £400 £400 £400
90% offered a daily rate of more than £275 £275 £275
10% offered a daily rate of more than £575 £533 £550
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+1.87% -
Number of hourly rates quoted 96 144 112
Median hourly rate £42.48 £37.50 £37.00
Median hourly rate % change year-on-year
+13.26% +1.35%
90% offered a hourly rate of more than £14.95 £16.00 £13.90
10% offered a hourly rate of more than £51.71 £50.00 £55.00
UK excluding London median hourly rate £36.00 £40.00 £27.79
% change year-on-year
-10.00% +43.93%

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 25 February 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 - 2 - -
Manchester +4 1 £350 +16.66% 2
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the North West

For the 6 months to 25 February 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 10 (90.91%) SAP
2 7 (63.64%) Finance
3 5 (45.45%) Migration
3 5 (45.45%) Data Migration
3 5 (45.45%) Analytical Skills
3 5 (45.45%) Data Transformation
4 4 (36.36%) Data Validation
4 4 (36.36%) SC Cleared
4 4 (36.36%) Security Cleared
4 4 (36.36%) Validation
5 3 (27.27%) BAPI
5 3 (27.27%) LSMW
5 3 (27.27%) Data Analysis
5 3 (27.27%) XML
5 3 (27.27%) MS Excel
5 3 (27.27%) Oracle
5 3 (27.27%) SAP HR
5 3 (27.27%) Data Conversion
5 3 (27.27%) Data Mapping
5 3 (27.27%) Data Structures
6 2 (18.18%) Project Planning
6 2 (18.18%) Data Quality
6 2 (18.18%) SAP FI
6 2 (18.18%) SQL
6 2 (18.18%) ETL
6 2 (18.18%) MS Access
7 1 (9.09%) Marketing
7 1 (9.09%) Software Engineering
7 1 (9.09%) ERP
7 1 (9.09%) Data Modelling

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 3 (27.27%) MS Excel
Business Applications
1 3 (27.27%) SAP HR
2 2 (18.18%) SAP FI
3 1 (9.09%) SAP ERP
Database & Business Intelligence
1 2 (18.18%) MS Access
2 1 (9.09%) Big Data
2 1 (9.09%) Oracle Reports
2 1 (9.09%) QlikView
Development Applications
1 3 (27.27%) LSMW
General
1 7 (63.64%) Finance
2 1 (9.09%) Marketing
2 1 (9.09%) Pharmaceutical
Job Titles
1 3 (27.27%) Analyst
1 3 (27.27%) Data Analyst
2 2 (18.18%) Consultant
2 2 (18.18%) Data Consultant
2 2 (18.18%) Data Migration Consultant
2 2 (18.18%) Data Migration Specialist
2 2 (18.18%) Developer
2 2 (18.18%) Migration Consultant
2 2 (18.18%) Migration Specialist
2 2 (18.18%) SAP Consultant
2 2 (18.18%) SAP Data Consultant
2 2 (18.18%) SAP Data Migration Consultant
2 2 (18.18%) SAP Data Migration Specialist
2 2 (18.18%) SAP Migration Consultant
3 1 (9.09%) HR Manager
3 1 (9.09%) Master Data Analyst
3 1 (9.09%) Migration Manager
3 1 (9.09%) SAP Subject Matter Expert
3 1 (9.09%) Subject Matter Expert
3 1 (9.09%) Validation Analyst
Libraries, Frameworks & Software Standards
1 3 (27.27%) BAPI
1 3 (27.27%) XML
Miscellaneous
1 5 (45.45%) Analytical Skills
2 3 (27.27%) Data Structures
Processes & Methodologies
1 5 (45.45%) Data Migration
1 5 (45.45%) Data Transformation
1 5 (45.45%) Migration
2 4 (36.36%) Data Validation
2 4 (36.36%) Validation
3 3 (27.27%) Data Analysis
3 3 (27.27%) Data Conversion
3 3 (27.27%) Data Mapping
4 2 (18.18%) ETL
4 2 (18.18%) Project Planning
5 1 (9.09%) Business Intelligence
5 1 (9.09%) Data Modelling
5 1 (9.09%) Earned Value Management
5 1 (9.09%) ERP
5 1 (9.09%) Scorecard
5 1 (9.09%) Software Engineering
5 1 (9.09%) Stakeholder Engagement
5 1 (9.09%) System Testing
Programming Languages
1 2 (18.18%) SQL
2 1 (9.09%) Python
Qualifications
1 4 (36.36%) SC Cleared
1 4 (36.36%) Security Cleared
Quality Assurance & Compliance
1 2 (18.18%) Data Quality
Vendors
1 10 (90.91%) SAP
2 3 (27.27%) Oracle
Crewe, Cheshire
onezeero.
Rate: £300 - £400 per annum
Posted: 3 days ago
Cheshire
HAYS INFORMATION TECHNOLOGY
Rate: £400.00 - £450.00 per day
Posted: 2 days ago
Macclesfield, Cheshire
Spring Technology
Rate: £450.00 per day
Posted: 2 days ago