The table below looks at the statistics for Data Cleansing skills in IT contracts advertised for the Wales region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 30 June 2016 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
30 Jun 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 57 70 73
Rank change year-on-year
+13 +3
Contract jobs citing Data Cleansing 2 4 3
As % of all contract IT jobs located in Wales 0.36% 0.47% 0.37%
As % of the Processes & Methodologies category 0.46% 0.58% 0.46%
Number of daily rates quoted 2 3 2
Median daily rate £350 £200 £588
Median daily rate % change year-on-year
+75.00% -65.95%
90% offered a daily rate of more than £330 £180 £578
10% offered a daily rate of more than £370 £290 £598
UK excluding London median daily rate £400 £345 £375
% change year-on-year
+15.94% -8.00%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £16.00 £33.00 £15.00
% change year-on-year
-51.51% +120.00%
Data Cleansing
UK

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

Processes & Methodologies Category
Wales
Contract IT job ads with a match in the
Processes & Methodologies category
431 690 658
As % of all contract IT jobs located in Wales 76.69% 80.33% 81.23%
Number of daily rates quoted 302 479 426
Median daily rate £400 £365 £400
Median daily rate % change year-on-year
+9.58% -8.75%
90% offered a daily rate of more than £285 £265 £288
10% offered a daily rate of more than £540 £463 £525
UK excluding London median daily rate £400 £383 £375
% change year-on-year
+4.57% +2.00%
Number of hourly rates quoted 19 23 13
Median hourly rate £35.00 £15.38 £25.00
Median hourly rate % change year-on-year
+127.64% -38.50%
90% offered a hourly rate of more than £10.83 £12.35 £13.30
10% offered a hourly rate of more than £72.50 £21.75 £52.50
UK excluding London median hourly rate £28.50 £30.00 £30.00
% change year-on-year
-5.00% -

Data Cleansing
Jobs Demand Trend in Wales

The demand trend of contract jobs across the 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 Wales

Data Cleansing
Daily Rate Trend in Wales

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

Data Cleansing Daily Rate Trend in Wales

Data Cleansing
Hourly Rate Trend in Wales

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

Data Cleansing Hourly Rate Trend in Wales

Data Cleansing
Contract Job Locations in 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 Wales region over the 3 months to 30 June 2016. 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
(Click see detailed
statistics and trends)
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
South Wales +11 2 £350 +86.66% 1
Data Cleansing
UK

Data Cleansing
Top 30 Related IT Skills in Wales

For the 6 months to 30 June 2016, 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 Wales region with a requirement for Data Cleansing.

1 5 (83.33%) SQL Server
1 5 (83.33%) Microsoft
1 5 (83.33%) Migration
1 5 (83.33%) Data Quality
2 4 (66.67%) SQL Server Integration Services
2 4 (66.67%) SQL Server Analysis Services
2 4 (66.67%) Microsoft Azure
2 4 (66.67%) Validation
2 4 (66.67%) SQL Server Reporting Services
2 4 (66.67%) SQL
2 4 (66.67%) Oracle
3 3 (50.00%) MS Visio
3 3 (50.00%) Data Modelling
3 3 (50.00%) MS Excel
3 3 (50.00%) SharePoint
3 3 (50.00%) MS Office
3 3 (50.00%) XML
3 3 (50.00%) Data Flow Diagram
3 3 (50.00%) Data Migration
3 3 (50.00%) Oracle Database
4 2 (33.33%) Microsoft Analysis Services
4 2 (33.33%) Business Intelligence
4 2 (33.33%) Windows
4 2 (33.33%) Finance
5 1 (16.67%) Manufacturing
5 1 (16.67%) Data Mining
5 1 (16.67%) ETL
5 1 (16.67%) Data Warehouse
5 1 (16.67%) Data Management
5 1 (16.67%) Data Analysis

Data Cleansing
Top Related IT Skills in 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 3 (50.00%) SharePoint
Applications
1 3 (50.00%) MS Excel
1 3 (50.00%) MS Office
1 3 (50.00%) MS Visio
Cloud Services
1 4 (66.67%) Microsoft Azure
Database & Business Intelligence
1 5 (83.33%) SQL Server
2 4 (66.67%) SQL Server Analysis Services
2 4 (66.67%) SQL Server Integration Services
2 4 (66.67%) SQL Server Reporting Services
3 3 (50.00%) Oracle Database
4 2 (33.33%) Microsoft Analysis Services
5 1 (16.67%) Azure SQL Database
5 1 (16.67%) Data Mining
5 1 (16.67%) Data Warehouse
General
1 2 (33.33%) Finance
2 1 (16.67%) Manufacturing
Job Titles
1 4 (66.67%) Analyst
1 4 (66.67%) DBA
2 3 (50.00%) Data Analyst
3 2 (33.33%) Business Intelligence Analyst
3 2 (33.33%) SQL DBA
3 2 (33.33%) SQL Server DBA
4 1 (16.67%) Analyst Developer
4 1 (16.67%) Business Intelligence Developer
4 1 (16.67%) Developer
4 1 (16.67%) Developer Analyst
4 1 (16.67%) ETL Analyst
4 1 (16.67%) ETL Developer
4 1 (16.67%) Microsoft BI Developer
4 1 (16.67%) Microsoft Developer
4 1 (16.67%) SQL Analyst
4 1 (16.67%) SQL BI Developer
4 1 (16.67%) SQL Developer
4 1 (16.67%) Transition Analyst
Libraries, Frameworks & Software Standards
1 3 (50.00%) XML
Miscellaneous
1 1 (16.67%) Data Protection Act
Operating Systems
1 2 (33.33%) Windows
Processes & Methodologies
1 5 (83.33%) Migration
2 4 (66.67%) Validation
3 3 (50.00%) Data Flow Diagram
3 3 (50.00%) Data Migration
3 3 (50.00%) Data Modelling
4 2 (33.33%) Business Intelligence
5 1 (16.67%) Data Analysis
5 1 (16.67%) Data Management
5 1 (16.67%) Data Mapping
5 1 (16.67%) Data Protection
5 1 (16.67%) ETL
5 1 (16.67%) ETL Development
Programming Languages
1 4 (66.67%) SQL
Quality Assurance & Compliance
1 5 (83.33%) Data Quality
Vendors
1 5 (83.33%) Microsoft
2 4 (66.67%) Oracle
3 1 (16.67%) Sage