The table below looks at the statistics for Data Cleansing skills in IT contracts advertised for the South West region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 3 December 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
3 Dec 2016
Same period 2015 Same period 2014
Data Cleansing (Data Cleaning, Data Scrubbing)
Rank 133 144 142
Rank change year-on-year
+11 -2
Contract jobs citing Data Cleansing 8 8 13
As % of all contract IT jobs located in the South West 0.30% 0.25% 0.39%
As % of the Processes & Methodologies category 0.38% 0.31% 0.51%
Number of daily rates quoted 6 6 9
Median daily rate £359 £463 £288
Median daily rate % change year-on-year
-22.43% +60.86%
90% offered a daily rate of more than £183 £375 £161
10% offered a daily rate of more than £519 £563 £350
UK excluding London median daily rate £425 £400 £350
% change year-on-year
+6.25% +14.28%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £8.50
UK excluding London median hourly rate £19.72 £11.31 £10.50
% change year-on-year
+74.43% +7.66%
Data Cleansing
England

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 West region.

Processes & Methodologies Category
South West
Contract IT job ads with a match in the
Processes & Methodologies category
2132 2564 2574
As % of all contract IT jobs located in the South West 78.70% 80.43% 76.86%
Number of daily rates quoted 1443 1786 1746
Median daily rate £400 £375 £400
Median daily rate % change year-on-year
+6.66% -6.25%
90% offered a daily rate of more than £275 £285 £300
10% offered a daily rate of more than £550 £500 £550
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 140 113 126
Median hourly rate £38.00 £41.00 £28.50
Median hourly rate % change year-on-year
-7.31% +43.85%
90% offered a hourly rate of more than £13.39 £26.80 £16.50
10% offered a hourly rate of more than £45.00 £45.00 £47.50
UK excluding London median hourly rate £31.00 £34.95 £25.00
% change year-on-year
-11.30% +39.80%

Data Cleansing
Jobs Demand Trend in the South West

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

Data Cleansing
Daily Rate Trend in the South West

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

Data Cleansing Daily Rate Trend in the South West

Data Cleansing
Daily Rate Histogram in the South West

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Cleansing across the South West region over the 3 months to 3 December 2016.

Data Cleansing Daily Rate Histogram in the South West

Data Cleansing
Hourly Rate Trend in the South West

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

Data Cleansing Hourly Rate Trend in the South West

Data Cleansing
Contract Job Locations in the South 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 South West region over the 3 months to 3 December 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
Bristol +7 3 £381 -32.22% 2
Wiltshire -2 3 £438 -5.40% 1
Gloucestershire - 1 £90 -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the South West

For the 6 months to 3 December 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 South West region with a requirement for Data Cleansing.

1 15 (71.43%) Migration
2 12 (57.14%) Data Migration
3 7 (33.33%) Finance
4 6 (28.57%) Unit4 Business World
4 6 (28.57%) SQL
5 5 (23.81%) ETL
6 4 (19.05%) T-SQL
7 3 (14.29%) Oracle
7 3 (14.29%) SQL Server
7 3 (14.29%) CRM
7 3 (14.29%) Microsoft
7 3 (14.29%) Agile Software Development
7 3 (14.29%) SQL Server Integration Services
8 2 (9.52%) Marketing
8 2 (9.52%) Customer Analysis
8 2 (9.52%) R
8 2 (9.52%) High Availability
8 2 (9.52%) New Media
8 2 (9.52%) SQL Server Reporting Services
8 2 (9.52%) Data Analysis
8 2 (9.52%) Manufacturing
8 2 (9.52%) Validation
8 2 (9.52%) Direct Marketing
8 2 (9.52%) Email Marketing
8 2 (9.52%) Test Scripting
8 2 (9.52%) SAS
8 2 (9.52%) Business Intelligence
8 2 (9.52%) Windows
8 2 (9.52%) Campaign Analysis
8 2 (9.52%) Oracle Database

Data Cleansing
Top Related IT Skills in the South 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:

Application Platforms
1 2 (9.52%) SAS
Applications
1 1 (4.76%) MS Excel
Business Applications
1 6 (28.57%) Unit4 Business World
2 1 (4.76%) Dynamics CRM
Database & Business Intelligence
1 3 (14.29%) SQL Server
1 3 (14.29%) SQL Server Integration Services
2 2 (9.52%) Oracle Database
2 2 (9.52%) SQL Server 2014
2 2 (9.52%) SQL Server Reporting Services
3 1 (4.76%) DataStage
3 1 (4.76%) MS Access
3 1 (4.76%) Oracle BI EE
3 1 (4.76%) Oracle Database 11g
3 1 (4.76%) Oracle ODI
3 1 (4.76%) Power BI
3 1 (4.76%) SQL Server 2008
Development Applications
1 1 (4.76%) Oracle Forms
1 1 (4.76%) Team Foundation Server
1 1 (4.76%) Visual Studio
General
1 7 (33.33%) Finance
2 2 (9.52%) Manufacturing
2 2 (9.52%) Marketing
Job Titles
1 6 (28.57%) Consultant
2 5 (23.81%) Analyst
2 5 (23.81%) Developer
3 2 (9.52%) Build Engineer
3 2 (9.52%) Business Analyst
3 2 (9.52%) Marketing Analyst
3 2 (9.52%) PC Build Engineer
3 2 (9.52%) PC Engineer
3 2 (9.52%) Project Manager
3 2 (9.52%) SAS Analyst
3 2 (9.52%) SAS Marketing Analyst
4 1 (4.76%) Business Intelligence Developer
4 1 (4.76%) Data Analyst
4 1 (4.76%) Data Manager
4 1 (4.76%) Database Architect
4 1 (4.76%) Database Developer
4 1 (4.76%) ERP Project Manager
4 1 (4.76%) Lead Developer
4 1 (4.76%) SQL Developer
4 1 (4.76%) Systems Developer
Libraries, Frameworks & Software Standards
1 1 (4.76%) .NET
Miscellaneous
1 2 (9.52%) New Media
2 1 (4.76%) Mobile App
2 1 (4.76%) Smart Meter
Operating Systems
1 2 (9.52%) Windows
1 2 (9.52%) Windows Server
2 1 (4.76%) Unix
Processes & Methodologies
1 15 (71.43%) Migration
2 12 (57.14%) Data Migration
3 5 (23.81%) ETL
4 3 (14.29%) Agile Software Development
4 3 (14.29%) CRM
5 2 (9.52%) Business Intelligence
5 2 (9.52%) Campaign Analysis
5 2 (9.52%) Customer Analysis
5 2 (9.52%) Data Analysis
5 2 (9.52%) Direct Marketing
5 2 (9.52%) Email Marketing
5 2 (9.52%) High Availability
5 2 (9.52%) Issue Tracking
5 2 (9.52%) Outbound Marketing
5 2 (9.52%) Test Scripting
5 2 (9.52%) Validation
6 1 (4.76%) Continuous Improvement
6 1 (4.76%) ETL Development
6 1 (4.76%) Performance Tuning
6 1 (4.76%) Project Governance
Programming Languages
1 6 (28.57%) SQL
2 4 (19.05%) T-SQL
3 2 (9.52%) R
4 1 (4.76%) C#
4 1 (4.76%) PHP
4 1 (4.76%) PL/SQL
Quality Assurance & Compliance
1 1 (4.76%) Data Quality
1 1 (4.76%) QA
Vendors
1 3 (14.29%) Microsoft
1 3 (14.29%) Oracle
2 1 (4.76%) SAP