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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 6 months to 19 April 2018 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) |
|
|
6 months to
19 Apr 2018 |
Same period 2017 |
Same period 2016 |
| Rank |
197 |
180 |
214 |
| Rank change year-on-year |
-17 |
+34 |
-19 |
| Contract jobs citing Data Cleansing |
22 |
23 |
26 |
| As % of all contract IT jobs advertised in the North West |
0.38% |
0.42% |
0.33% |
| As % of the Processes & Methodologies category |
0.45% |
0.50% |
0.40% |
| Number of daily rates quoted |
17 |
18 |
18 |
| North West median daily rate |
£350 |
£350 |
£363 |
| Median daily rate % change year-on-year |
- |
-3.45% |
-3.33% |
| 10th Percentile |
£283 |
£267 |
£255 |
| 90th Percentile |
£475 |
£615 |
£556 |
| England median daily rate |
£425 |
£421 |
£425 |
| % change year-on-year |
+0.89% |
-0.88% |
- |
| Number of hourly rates quoted |
1 |
0 |
0 |
| North West median hourly rate |
£53.00 |
- |
- |
| England median hourly rate |
£22.50 |
£18.00 |
£16.00 |
| % change year-on-year |
+25.00% |
+12.50% |
-49.04% |
Data Cleansing is in the Processes and Methodologies category. The following 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 or methodology skills.
| All Process and Methodology Skills North West |
| Contract vacancies with a requirement for process or methodology skills |
4,918 |
4,578 |
6,515 |
| As % of all contract IT jobs advertised in the North West |
85.10% |
83.51% |
82.68% |
| Number of daily rates quoted |
3,119 |
2,879 |
3,968 |
| North West median daily rate |
£403 |
£400 |
£400 |
| Median daily rate % change year-on-year |
+0.63% |
- |
+6.67% |
| 10th Percentile |
£259 |
£236 |
£250 |
| 90th Percentile |
£588 |
£550 |
£569 |
| England median daily rate |
£463 |
£450 |
£425 |
| % change year-on-year |
+2.78% |
+5.88% |
+3.66% |
| Number of hourly rates quoted |
245 |
186 |
242 |
| North West median hourly rate |
£21.70 |
£35.00 |
£32.50 |
| Median hourly rate % change year-on-year |
-38.00% |
+7.69% |
+47.73% |
| 10th Percentile |
£11.52 |
£12.50 |
£13.00 |
| 90th Percentile |
£54.64 |
£51.50 |
£50.72 |
| England median hourly rate |
£22.50 |
£25.00 |
£23.00 |
| % change year-on-year |
-10.00% |
+8.70% |
+13.58% |
|
Data Cleansing
Job Vacancy Trend in the North West
Job postings citing Data Cleansing as a percentage of all IT jobs advertised 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.
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 6 months to 19 April 2018.
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 6 months to 19 April 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.
| Location |
Rank Change
on Same Period
Last Year |
Matching
Contract
IT Job Ads |
Median
Daily Rate
Past 6 Months |
Median Daily Rate
% Change
on Same Period
Last Year |
Live
Job
Vacancies |
| Cheshire |
-15 |
10 |
£325 |
-23.53% |
2 |
| Manchester |
-18 |
8 |
£425 |
+49.65% |
|
| Merseyside |
+8 |
2 |
£475 |
-24.00% |
|
| Lancashire |
- |
2 |
£350 |
- |
|
Data Cleansing
England |
For the 6 months to 19 April 2018, IT contractor jobs citing Data Cleansing also mentioned the following skills in order of popularity.
The figures indicate the absolute number co-occurrences and as a proportion of all contract job 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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