The table below looks at the statistics for Data Cleansing skills in IT contracts advertised for the South Wales region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 20 January 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
20 Jan 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
Wales / South Wales
Rank 48 58 50
Rank change year-on-year
+10 -8
Contract jobs citing Data Cleansing 2 4 4
As % of all contract IT jobs located in South Wales 0.42% 0.77% 0.79%
As % of the Processes & Methodologies category 0.53% 0.90% 1.08%
Number of daily rates quoted 2 2 4
Median daily rate £190 £350 £400
Median daily rate % change year-on-year
-45.71% -12.50%
UK excluding London median daily rate £413 £400 £356
% change year-on-year
+3.12% +12.28%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £10.00 £20.95
% change year-on-year
- -52.26%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the South Wales region.

Processes & Methodologies Category
South Wales
Contract IT job ads with a match in the
Processes & Methodologies category
380 442 370
As % of all contract IT jobs located in South Wales 80.34% 85.00% 73.41%
Number of daily rates quoted 284 337 257
Median daily rate £400 £329 £375
Median daily rate % change year-on-year
+21.58% -12.26%
90% offered a daily rate of more than £180 £235 £220
10% offered a daily rate of more than £540 £415 £475
UK excluding London median daily rate £405 £400 £390
% change year-on-year
+1.25% +2.56%
Number of hourly rates quoted 17 14 15
Median hourly rate £28.75 £47.15 £22.50
Median hourly rate % change year-on-year
-39.01% +109.53%
90% offered a hourly rate of more than £14.17 £13.00 £11.00
10% offered a hourly rate of more than £55.00 £48.00 £29.70
UK excluding London median hourly rate £35.00 £40.00 £26.00
% change year-on-year
-12.50% +53.84%

Data Cleansing
Jobs Demand Trend in South Wales

The demand trend of contract jobs across the South Wales 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 South Wales

Data Cleansing
Daily Rate Trend in South Wales

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

Data Cleansing Daily Rate Trend in South Wales

Data Cleansing
Daily Rate Histogram in South Wales

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Cleansing across the South Wales region over the 3 months to 20 January 2017.

Data Cleansing Daily Rate Histogram in South Wales

Data Cleansing
Hourly Rate Trend in South Wales

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

Data Cleansing Hourly Rate Trend in South Wales

Data Cleansing
Contract Job Locations in South Wales

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 South Wales region over the 3 months to 20 January 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
Cardiff +15 2 £276 -21.07%
Newport - 1 £190 - 1
Data Cleansing
Wales

Data Cleansing
Top 30 Related IT Skills in South Wales

For the 6 months to 20 January 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 South Wales region with a requirement for Data Cleansing.

1 2 (50.00%) Agile Software Development
1 2 (50.00%) Big Data
2 1 (25.00%) Time Series Analysis
2 1 (25.00%) Analytical Skills
2 1 (25.00%) Data Structures
2 1 (25.00%) HPCC
2 1 (25.00%) Sage X3
2 1 (25.00%) SDLC
2 1 (25.00%) Systems Analysis
2 1 (25.00%) Enterprise Architecture
2 1 (25.00%) Statistics
2 1 (25.00%) Degree
2 1 (25.00%) Mathematics
2 1 (25.00%) Computer Science
2 1 (25.00%) Zend
2 1 (25.00%) jQuery
2 1 (25.00%) User Acceptance Testing
2 1 (25.00%) System Testing
2 1 (25.00%) Data Validation
2 1 (25.00%) Security Cleared
2 1 (25.00%) R
2 1 (25.00%) JavaScript
2 1 (25.00%) PHP
2 1 (25.00%) SQL
2 1 (25.00%) MySQL
2 1 (25.00%) Web Services
2 1 (25.00%) Linux
2 1 (25.00%) OO
2 1 (25.00%) Postgraduate
2 1 (25.00%) ERP

Data Cleansing
Top Related IT Skills in South Wales 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:

Application Platforms
1 1 (25.00%) SAS
Applications
1 1 (25.00%) Stata
Business Applications
1 1 (25.00%) Sage X3
Database & Business Intelligence
1 2 (50.00%) Big Data
2 1 (25.00%) HPCC
2 1 (25.00%) MySQL
General
1 1 (25.00%) Finance
1 1 (25.00%) Manufacturing
1 1 (25.00%) Telecoms
Job Titles
1 1 (25.00%) Analyst
1 1 (25.00%) Business Analyst
1 1 (25.00%) Consultant
1 1 (25.00%) Data Consultant
1 1 (25.00%) Developer
1 1 (25.00%) ERP Analyst
1 1 (25.00%) ERP Business Analyst
1 1 (25.00%) PHP Developer
Libraries, Frameworks & Software Standards
1 1 (25.00%) jQuery
1 1 (25.00%) Web Services
Miscellaneous
1 1 (25.00%) Analytical Skills
1 1 (25.00%) Computer Science
1 1 (25.00%) Data Structures
1 1 (25.00%) Mathematics
1 1 (25.00%) Statistics
Operating Systems
1 1 (25.00%) Linux
Processes & Methodologies
1 2 (50.00%) Agile Software Development
2 1 (25.00%) Change Management
2 1 (25.00%) Data Validation
2 1 (25.00%) Enterprise Architecture
2 1 (25.00%) ERP
2 1 (25.00%) ETL
2 1 (25.00%) MVC
2 1 (25.00%) OO
2 1 (25.00%) Scrum
2 1 (25.00%) SDLC
2 1 (25.00%) System Testing
2 1 (25.00%) Systems Analysis
2 1 (25.00%) Time Series Analysis
2 1 (25.00%) User Acceptance Testing
2 1 (25.00%) Validation
Programming Languages
1 1 (25.00%) JavaScript
1 1 (25.00%) PHP
1 1 (25.00%) R
1 1 (25.00%) SQL
Qualifications
1 1 (25.00%) Degree
1 1 (25.00%) Postgraduate
1 1 (25.00%) Security Cleared
Vendors
1 1 (25.00%) Sage
1 1 (25.00%) Zend
Newport, Gwent
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