The following table provides summary statistics for contract job vacancies advertised in the North West 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 3 months to 23 March 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.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
England / North West
Rank 120 143 137
Rank change year-on-year +23 -6  
Contract jobs citing Data Cleansing 17 15 10
As % of all contract IT jobs advertised in the North West 0.66% 0.39% 0.29%
As % of the Processes & Methodologies category 0.81% 0.48% 0.36%
Number of daily rates quoted 11 10 5
Median daily rate £284 £413 £525
Median daily rate % change year-on-year -31.15% -21.42%  
UK excluding London median daily rate £350 £425 £400
% change year-on-year -17.64% +6.25%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £14.63 £13.50 £72.50
% change year-on-year +8.33% -81.37%  

Data Cleansing is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the North West with a requirement for process and methodology skills.

Contract Process & Methodology Skills
North West
Contract job vacancies with a requirement for process and methodology skills 2110 3146 2752
As % of all contract IT job vacancies advertised in the North West 82.42% 82.42% 78.72%
Number of daily rates quoted 1335 1901 1508
Median daily rate £400 £400 £400
90% offered a daily rate of more than £283 £290 £275
10% offered a daily rate of more than £550 £538 £550
UK excluding London median daily rate £410 £400 £399
% change year-on-year +2.50% +0.29%  
Number of hourly rates quoted 107 126 127
Median hourly rate £40.00 £38.00 £40.00
Median hourly rate % change year-on-year +5.26% -5.00%  
90% offered a hourly rate of more than £16.00 £16.25 £13.00
10% offered a hourly rate of more than £50.80 £50.00 £60.00
UK excluding London median hourly rate £36.00 £39.00 £30.00
% change year-on-year -7.69% +30.00%  

Data Cleansing
Job Vacancy Trend in the North West

The job posting trend of jobs advertised in the North West citing Data Cleansing as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Cleansing in the North West

Data Cleansing
Contractor Daily Rate Trend in the North West

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

Contractor daily rate trend for Data Cleansing in the North West

Data Cleansing
Contractor Daily Rate Histogram in the North West

The daily rate distribution of IT jobs citing Data Cleansing in the North West over the 3 months to 23 March 2017.

Contractor daily rate histogram for Data Cleansing in the North West

Data Cleansing
Contractor 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 in the North West.

Contractor hourly rate trend for Data Cleansing 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 23 March 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
Manchester +19 9 £284 -31.15% 4
Cheshire +28 3 £425 -22.72% 1
Merseyside - 2 - -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the North West

For the 6 months to 23 March 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 16 (72.73%) Finance
2 14 (63.64%) Data Transformation
3 12 (54.55%) Oracle
3 12 (54.55%) SAP
4 11 (50.00%) SQL
4 11 (50.00%) ETL
5 10 (45.45%) Python
6 7 (31.82%) Business Intelligence
6 7 (31.82%) Data Warehouse
6 7 (31.82%) ERP
6 7 (31.82%) Analytical Skills
7 6 (27.27%) Agile Software Development
7 6 (27.27%) Waterfall
8 5 (22.73%) Data Migration
8 5 (22.73%) Data Validation
8 5 (22.73%) MS Access
8 5 (22.73%) SAP FI
8 5 (22.73%) Validation
8 5 (22.73%) Migration
9 4 (18.18%) MS Excel
9 4 (18.18%) Data Conversion
9 4 (18.18%) SC Cleared
9 4 (18.18%) Security Cleared
9 4 (18.18%) Data Analysis
10 3 (13.64%) LSMW
10 3 (13.64%) Data Mapping
10 3 (13.64%) XML
10 3 (13.64%) SAP HR
10 3 (13.64%) BAPI
10 3 (13.64%) Data Structures

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 4 (18.18%) MS Excel
Business Applications
1 5 (22.73%) SAP FI
2 3 (13.64%) SAP HR
3 2 (9.09%) SAP CO
3 2 (9.09%) SAP FI/CO
Database & Business Intelligence
1 7 (31.82%) Data Warehouse
2 5 (22.73%) MS Access
3 1 (4.55%) Big Data
3 1 (4.55%) Oracle Reports
3 1 (4.55%) QlikView
Development Applications
1 3 (13.64%) LSMW
General
1 16 (72.73%) Finance
2 1 (4.55%) Marketing
2 1 (4.55%) Pharmaceutical
Job Titles
1 13 (59.09%) Developer
2 10 (45.45%) ETL Developer
3 7 (31.82%) Python Developer
4 5 (22.73%) Oracle Developer
4 5 (22.73%) Oracle ETL Developer
4 5 (22.73%) SQL Developer
5 4 (18.18%) Analyst
5 4 (18.18%) Data Analyst
6 2 (9.09%) Access Developer
6 2 (9.09%) Consultant
6 2 (9.09%) Data Migration Consultant
6 2 (9.09%) Data Migration Specialist
6 2 (9.09%) Master Data Analyst
6 2 (9.09%) Microsoft Developer
6 2 (9.09%) Migration Consultant
6 2 (9.09%) Migration Specialist
6 2 (9.09%) SAP Consultant
6 2 (9.09%) SAP Data Migration Consultant
6 2 (9.09%) SAP Data Migration Specialist
6 2 (9.09%) SAP Developer
Libraries, Frameworks & Software Standards
1 3 (13.64%) BAPI
1 3 (13.64%) XML
Miscellaneous
1 7 (31.82%) Analytical Skills
2 3 (13.64%) Data Structures
Processes & Methodologies
1 14 (63.64%) Data Transformation
2 11 (50.00%) ETL
3 7 (31.82%) Business Intelligence
3 7 (31.82%) ERP
4 6 (27.27%) Agile Software Development
4 6 (27.27%) Waterfall
5 5 (22.73%) Data Migration
5 5 (22.73%) Data Validation
5 5 (22.73%) Migration
5 5 (22.73%) Validation
6 4 (18.18%) Data Analysis
6 4 (18.18%) Data Conversion
7 3 (13.64%) Data Mapping
8 2 (9.09%) Logistics
8 2 (9.09%) Project Planning
8 2 (9.09%) Stakeholder Engagement
9 1 (4.55%) Business Analysis
9 1 (4.55%) Earned Value Management
9 1 (4.55%) ETL Development
9 1 (4.55%) Software Engineering
Programming Languages
1 11 (50.00%) SQL
2 10 (45.45%) Python
3 2 (9.09%) VBA
Qualifications
1 4 (18.18%) SC Cleared
1 4 (18.18%) Security Cleared
2 1 (4.55%) Degree
2 1 (4.55%) HND
Quality Assurance & Compliance
1 2 (9.09%) Data Quality
Vendors
1 12 (54.55%) Oracle
1 12 (54.55%) SAP
2 2 (9.09%) Microsoft
North West England
Vivid Resourcing
Posted: 3 days ago
Alderley Edge, Cheshire
HAYS INFORMATION TECHNOLOGY
Rate: £400.00 - £450.00 per day
Posted: 2 days ago