The table below looks at the statistics for Data Cleansing skills in IT contracts advertised for the Manchester region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 27 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
27 Feb 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
North West / Manchester
Rank 89 94 85
Rank change year-on-year
+5 -9
Contract jobs citing Data Cleansing 3 9 4
As % of all contract IT jobs located in Manchester 0.22% 0.50% 0.26%
As % of the Processes & Methodologies category 0.27% 0.59% 0.34%
Number of daily rates quoted 3 5 2
Median daily rate £284 £300 £363
Median daily rate % change year-on-year
-5.33% -17.24%
90% offered a daily rate of more than £265 £257 £353
10% offered a daily rate of more than £337 £400 £373
UK excluding London median daily rate £350 £400 £375
% change year-on-year
-12.50% +6.66%
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 Manchester region.

Processes & Methodologies Category
Manchester
Contract IT job ads with a match in the
Processes & Methodologies category
1104 1527 1194
As % of all contract IT jobs located in Manchester 82.20% 85.07% 78.19%
Number of daily rates quoted 702 891 699
Median daily rate £400 £381 £375
Median daily rate % change year-on-year
+5.12% +1.46%
90% offered a daily rate of more than £284 £275 £275
10% offered a daily rate of more than £550 £525 £526
UK excluding London median daily rate £408 £400 £399
% change year-on-year
+1.87% +0.29%
Number of hourly rates quoted 19 39 29
Median hourly rate £35.00 £28.25 £17.50
Median hourly rate % change year-on-year
+23.89% +61.42%
90% offered a hourly rate of more than £16.60 £14.70 £11.50
10% offered a hourly rate of more than £47.50 £40.00 £24.00
UK excluding London median hourly rate £36.00 £40.00 £29.00
% change year-on-year
-10.00% +37.93%

Data Cleansing
Jobs Demand Trend in Manchester

The demand trend of contract jobs across the Manchester 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 Manchester

Data Cleansing
Daily Rate Trend in Manchester

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

Data Cleansing Daily Rate Trend in Manchester

Data Cleansing
Hourly Rate Trend in Manchester

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

Data Cleansing Hourly Rate Trend in Manchester

Data Cleansing
Top 13 Related IT Skills in Manchester

For the 6 months to 27 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 Manchester region with a requirement for Data Cleansing.

1 3 (100.00%) SQL
1 3 (100.00%) Oracle
1 3 (100.00%) Python
1 3 (100.00%) ETL
1 3 (100.00%) Data Transformation
2 2 (66.67%) Finance
2 2 (66.67%) Data Warehouse
2 2 (66.67%) ERP
3 1 (33.33%) HND
3 1 (33.33%) Business Intelligence
3 1 (33.33%) Agile Software Development
3 1 (33.33%) Degree
3 1 (33.33%) Waterfall

Data Cleansing
Top Related IT Skills in Manchester 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:

Database & Business Intelligence
1 2 (66.67%) Data Warehouse
General
1 2 (66.67%) Finance
Job Titles
1 3 (100.00%) Developer
1 3 (100.00%) ETL Developer
2 1 (33.33%) Oracle Developer
2 1 (33.33%) Oracle ETL Developer
2 1 (33.33%) Python Developer
2 1 (33.33%) SQL Developer
Processes & Methodologies
1 3 (100.00%) Data Transformation
1 3 (100.00%) ETL
2 2 (66.67%) ERP
3 1 (33.33%) Agile Software Development
3 1 (33.33%) Business Intelligence
3 1 (33.33%) Waterfall
Programming Languages
1 3 (100.00%) Python
1 3 (100.00%) SQL
Qualifications
1 1 (33.33%) Degree
1 1 (33.33%) HND
Vendors
1 3 (100.00%) Oracle