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 21 February 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
21 Feb 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
England / South West
Rank 132 129 144
Rank change year-on-year
-3 +15
Contract jobs citing Data Cleansing 7 12 5
As % of all contract IT jobs located in the South West 0.26% 0.41% 0.16%
As % of the Processes & Methodologies category 0.31% 0.50% 0.20%
Number of daily rates quoted 4 9 5
Median daily rate £270 £363 £400
Median daily rate % change year-on-year
-25.51% -9.37%
90% offered a daily rate of more than £159 £340 £200
10% offered a daily rate of more than £473 £540 £425
UK excluding London median daily rate £393 £400 £370
% change year-on-year
-1.87% +8.10%
Number of hourly rates quoted 0 1 0
Median hourly rate - £10.00 -
UK excluding London median hourly rate - £13.50 -

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
2223 2421 2468
As % of all contract IT jobs located in the South West 82.49% 81.98% 78.20%
Number of daily rates quoted 1476 1652 1618
Median daily rate £400 £380 £400
Median daily rate % change year-on-year
+5.26% -5.00%
90% offered a daily rate of more than £265 £283 £288
10% offered a daily rate of more than £525 £500 £550
UK excluding London median daily rate £410 £400 £400
% change year-on-year
+2.50% -
Number of hourly rates quoted 128 119 90
Median hourly rate £38.00 £42.50 £36.40
Median hourly rate % change year-on-year
-10.58% +16.75%
90% offered a hourly rate of more than £16.00 £20.38 £13.00
10% offered a hourly rate of more than £45.00 £57.00 £46.50
UK excluding London median hourly rate £35.75 £40.00 £27.50
% change year-on-year
-10.62% +45.45%

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 21 February 2017.

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 21 February 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
Wiltshire - 5 £248 -
Somerset 0 1 £525 +5.00% 1
Bristol -5 1 £190 -44.11%
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the South West

For the 6 months to 21 February 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 West region with a requirement for Data Cleansing.

1 12 (66.67%) Migration
2 10 (55.56%) SQL
3 9 (50.00%) T-SQL
3 9 (50.00%) Data Migration
4 8 (44.44%) SQL Server
4 8 (44.44%) ETL
4 8 (44.44%) Microsoft
5 7 (38.89%) SQL Server Integration Services
5 7 (38.89%) SQL Server Reporting Services
6 6 (33.33%) Windows
6 6 (33.33%) High Availability
6 6 (33.33%) Issue Tracking
6 6 (33.33%) SQL Server 2014
6 6 (33.33%) Windows Server
7 5 (27.78%) C#
7 5 (27.78%) PHP
7 5 (27.78%) MS Excel
7 5 (27.78%) MS Access
7 5 (27.78%) Visual Studio
7 5 (27.78%) .NET
7 5 (27.78%) SQL Server 2008
7 5 (27.78%) Team Foundation Server
8 2 (11.11%) Stata
8 2 (11.11%) Agile Software Development
8 2 (11.11%) Dynamics CRM
8 2 (11.11%) Test Scripting
8 2 (11.11%) Statistics
8 2 (11.11%) Degree
8 2 (11.11%) Mathematics
8 2 (11.11%) CRM

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 (11.11%) SAS
Applications
1 5 (27.78%) MS Excel
2 2 (11.11%) Stata
Business Applications
1 2 (11.11%) Dynamics CRM
2 1 (5.56%) Dynamics AX
Database & Business Intelligence
1 8 (44.44%) SQL Server
2 7 (38.89%) SQL Server Integration Services
2 7 (38.89%) SQL Server Reporting Services
3 6 (33.33%) SQL Server 2014
4 5 (27.78%) MS Access
4 5 (27.78%) SQL Server 2008
5 2 (11.11%) Big Data
6 1 (5.56%) MySQL
6 1 (5.56%) Oracle BI EE
6 1 (5.56%) Oracle Database
6 1 (5.56%) Oracle Database 11g
6 1 (5.56%) Oracle ODI
Development Applications
1 5 (27.78%) Team Foundation Server
1 5 (27.78%) Visual Studio
General
1 2 (11.11%) Manufacturing
2 1 (5.56%) Finance
Job Titles
1 8 (44.44%) Developer
2 4 (22.22%) Database Developer
3 2 (11.11%) Analyst
3 2 (11.11%) Build Engineer
3 2 (11.11%) Business Analyst
3 2 (11.11%) DBA
3 2 (11.11%) PC Build Engineer
3 2 (11.11%) PC Engineer
3 2 (11.11%) Project Manager
3 2 (11.11%) SQL Developer
4 1 (5.56%) Administrator
4 1 (5.56%) Architect
4 1 (5.56%) Data Manager
4 1 (5.56%) Data Migration Developer
4 1 (5.56%) Database Architect
4 1 (5.56%) Dynamics AX Developer
4 1 (5.56%) ERP Manager
4 1 (5.56%) OBIEE Developer
4 1 (5.56%) Senior Developer
4 1 (5.56%) Senior Microsoft Developer
Libraries, Frameworks & Software Standards
1 5 (27.78%) .NET
Miscellaneous
1 2 (11.11%) Analytical Skills
2 1 (5.56%) Management Information System
2 1 (5.56%) Mobile App
2 1 (5.56%) Smart Meter
Operating Systems
1 6 (33.33%) Windows
1 6 (33.33%) Windows Server
2 1 (5.56%) Unix
Processes & Methodologies
1 12 (66.67%) Migration
2 9 (50.00%) Data Migration
3 8 (44.44%) ETL
4 6 (33.33%) High Availability
4 6 (33.33%) Issue Tracking
5 2 (11.11%) Agile Software Development
5 2 (11.11%) CRM
5 2 (11.11%) Data Modelling
5 2 (11.11%) ERP
5 2 (11.11%) Mathematics
5 2 (11.11%) Statistics
5 2 (11.11%) Test Scripting
5 2 (11.11%) Time Series Analysis
5 2 (11.11%) Validation
6 1 (5.56%) Business Intelligence
6 1 (5.56%) Data Analysis
6 1 (5.56%) Database Tuning
6 1 (5.56%) GAP Analysis
6 1 (5.56%) Stakeholder Management
6 1 (5.56%) Workflow
Programming Languages
1 10 (55.56%) SQL
2 9 (50.00%) T-SQL
3 5 (27.78%) C#
3 5 (27.78%) PHP
4 2 (11.11%) R
5 1 (5.56%) PL/SQL
5 1 (5.56%) X++
Qualifications
1 2 (11.11%) Degree
1 2 (11.11%) Postgraduate
Quality Assurance & Compliance
1 1 (5.56%) Data Quality
1 1 (5.56%) QA
Vendors
1 8 (44.44%) Microsoft
2 2 (11.11%) Oracle
3 1 (5.56%) SAP