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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 24 June 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.
| Data Cleansing (Data Cleaning, Data Scrubbing) |
|
|
3 months to
24 Jun 2017 |
Same period 2016 |
Same period 2015 |
| Rank |
126 |
147 |
141 |
| Rank change year-on-year |
+21 |
-6 |
|
| Contract jobs citing Data Cleansing |
9 |
8 |
13 |
| As % of all contract IT jobs advertised in the North West |
0.31% |
0.21% |
0.35% |
| As % of the Processes & Methodologies category |
0.38% |
0.26% |
0.44% |
| Number of daily rates quoted |
8 |
5 |
7 |
| Median daily rate |
£413 |
£263 |
£325 |
| Median daily rate % change year-on-year |
+57.14% |
-19.23% |
|
| 90% offered a daily rate of more than |
£355 |
£154 |
£240 |
| 10% offered a daily rate of more than |
£498 |
£508 |
£555 |
| UK excluding London median daily rate |
£408 |
£400 |
£350 |
| % change year-on-year |
+1.87% |
+14.28% |
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| Number of hourly rates quoted |
0 |
0 |
3 |
| Median hourly rate |
- |
- |
£47.33 |
| UK excluding London median hourly rate |
£18.00 |
£15.25 |
£33.00 |
| % change year-on-year |
+18.03% |
-53.78% |
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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 |
2350 |
3136 |
2943 |
| As % of all contract IT job vacancies advertised in the North West |
81.03% |
82.31% |
78.69% |
| Number of daily rates quoted |
1388 |
1972 |
1711 |
| Median daily rate |
£410 |
£415 |
£380 |
| Median daily rate % change year-on-year |
-1.20% |
+9.21% |
|
| 90% offered a daily rate of more than |
£300 |
£300 |
£275 |
| 10% offered a daily rate of more than |
£550 |
£575 |
£540 |
| UK excluding London median daily rate |
£415 |
£400 |
£380 |
| % change year-on-year |
+3.75% |
+5.26% |
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| Number of hourly rates quoted |
98 |
77 |
129 |
| Median hourly rate |
£40.00 |
£29.25 |
£33.00 |
| Median hourly rate % change year-on-year |
+36.75% |
-11.36% |
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| 90% offered a hourly rate of more than |
£13.00 |
£12.58 |
£14.30 |
| 10% offered a hourly rate of more than |
£55.00 |
£53.00 |
£57.75 |
| UK excluding London median hourly rate |
£34.00 |
£28.50 |
£30.00 |
| % change year-on-year |
+19.29% |
-5.00% |
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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.
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.
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 24 June 2017.
Data Cleansing
Contractor Hourly Rate Trend in the North West
This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing 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 24 June 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 |
+13 |
6 |
£400 |
+48.83% |
1 |
| Cheshire |
- |
3 |
£425 |
- |
2 |
Data Cleansing
England |
For the 6 months to 24 June 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.
Data Cleansing
Co-occurring 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:
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