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 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
21 Jan 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
England / South West
Rank 118 129 134
Rank change year-on-year
+11 +5
Contract jobs citing Data Cleansing 12 13 8
As % of all contract IT jobs located in the South West 0.47% 0.44% 0.26%
As % of the Processes & Methodologies category 0.59% 0.53% 0.35%
Number of daily rates quoted 8 11 7
Median daily rate £338 £475 £288
Median daily rate % change year-on-year
-28.94% +65.21%
90% offered a daily rate of more than £129 £340 £163
10% offered a daily rate of more than £486 £600 £340
UK excluding London median daily rate £400 £400 £350
% change year-on-year
- +14.28%
Number of hourly rates quoted 0 1 1
Median hourly rate - £10.00 £8.50
Median hourly rate % change year-on-year
- +17.64%
UK excluding London median hourly rate - £10.00 £31.40
% change year-on-year
- -68.15%

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
2029 2452 2316
As % of all contract IT jobs located in the South West 79.94% 82.31% 75.39%
Number of daily rates quoted 1349 1722 1553
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 £273 £283 £300
10% offered a daily rate of more than £550 £500 £550
UK excluding London median daily rate £405 £400 £393
% change year-on-year
+1.25% +1.91%
Number of hourly rates quoted 127 120 106
Median hourly rate £37.50 £42.00 £36.40
Median hourly rate % change year-on-year
-10.71% +15.38%
90% offered a hourly rate of more than £14.50 £25.00 £17.50
10% offered a hourly rate of more than £45.00 £50.00 £46.50
UK excluding London median hourly rate £35.00 £40.00 £25.25
% change year-on-year
-12.50% +58.41%

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 January 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 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
Wiltshire +10 7 £350 -24.32%
Bristol -4 3 £325 -38.09%
Gloucestershire - 1 £90 - 1
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the South West

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

1 16 (76.19%) Migration
2 13 (61.90%) Data Migration
3 10 (47.62%) SQL
4 9 (42.86%) ETL
5 8 (38.10%) T-SQL
6 7 (33.33%) SQL Server
6 7 (33.33%) Microsoft
6 7 (33.33%) SQL Server Integration Services
7 6 (28.57%) High Availability
7 6 (28.57%) SQL Server Reporting Services
7 6 (28.57%) Windows
7 6 (28.57%) SQL Server 2014
7 6 (28.57%) Windows Server
7 6 (28.57%) Issue Tracking
8 5 (23.81%) C#
8 5 (23.81%) PHP
8 5 (23.81%) MS Excel
8 5 (23.81%) MS Access
8 5 (23.81%) Visual Studio
8 5 (23.81%) .NET
8 5 (23.81%) SQL Server 2008
8 5 (23.81%) Team Foundation Server
9 4 (19.05%) Finance
10 3 (14.29%) Unit4 Business World
10 3 (14.29%) Oracle
10 3 (14.29%) Agile Software Development
11 2 (9.52%) Stata
11 2 (9.52%) Data Analysis
11 2 (9.52%) Data Modelling
11 2 (9.52%) Dynamics 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 (9.52%) SAS
Applications
1 5 (23.81%) MS Excel
2 2 (9.52%) Stata
Business Applications
1 3 (14.29%) Unit4 Business World
2 2 (9.52%) Dynamics CRM
Database & Business Intelligence
1 7 (33.33%) SQL Server
1 7 (33.33%) SQL Server Integration Services
2 6 (28.57%) SQL Server 2014
2 6 (28.57%) SQL Server Reporting Services
3 5 (23.81%) MS Access
3 5 (23.81%) SQL Server 2008
4 2 (9.52%) Big Data
4 2 (9.52%) Oracle Database
5 1 (4.76%) DataStage
5 1 (4.76%) Oracle BI EE
5 1 (4.76%) Oracle Database 11g
5 1 (4.76%) Oracle ODI
Development Applications
1 5 (23.81%) Team Foundation Server
1 5 (23.81%) Visual Studio
2 1 (4.76%) Oracle Forms
General
1 4 (19.05%) Finance
2 2 (9.52%) Manufacturing
Job Titles
1 7 (33.33%) Developer
2 4 (19.05%) Database Developer
3 3 (14.29%) Analyst
3 3 (14.29%) Consultant
4 2 (9.52%) Build Engineer
4 2 (9.52%) Business Analyst
4 2 (9.52%) DBA
4 2 (9.52%) PC Build Engineer
4 2 (9.52%) PC Engineer
4 2 (9.52%) Project Manager
4 2 (9.52%) SQL Developer
5 1 (4.76%) Data Analyst
5 1 (4.76%) Data Manager
5 1 (4.76%) Data Migration Analyst
5 1 (4.76%) Data Migration Developer
5 1 (4.76%) ERP Manager
5 1 (4.76%) Migration Analyst
5 1 (4.76%) OBIEE Developer
5 1 (4.76%) SQL Database Developer
5 1 (4.76%) Stakeholder Analyst
Libraries, Frameworks & Software Standards
1 5 (23.81%) .NET
Miscellaneous
1 2 (9.52%) Analytical Skills
1 2 (9.52%) Mathematics
1 2 (9.52%) Statistics
2 1 (4.76%) Management Information System
2 1 (4.76%) Mobile App
2 1 (4.76%) Smart Meter
Operating Systems
1 6 (28.57%) Windows
1 6 (28.57%) Windows Server
2 1 (4.76%) Unix
Processes & Methodologies
1 16 (76.19%) Migration
2 13 (61.90%) Data Migration
3 9 (42.86%) ETL
4 6 (28.57%) High Availability
4 6 (28.57%) Issue Tracking
5 3 (14.29%) Agile Software Development
6 2 (9.52%) CRM
6 2 (9.52%) Data Analysis
6 2 (9.52%) Data Modelling
6 2 (9.52%) Test Scripting
6 2 (9.52%) Time Series Analysis
6 2 (9.52%) Validation
7 1 (4.76%) Business Intelligence
7 1 (4.76%) Continuous Improvement
7 1 (4.76%) Database Tuning
7 1 (4.76%) ERP
7 1 (4.76%) ETL Development
7 1 (4.76%) Performance Tuning
7 1 (4.76%) Project Governance
7 1 (4.76%) Stakeholder Management
Programming Languages
1 10 (47.62%) SQL
2 8 (38.10%) T-SQL
3 5 (23.81%) C#
3 5 (23.81%) PHP
4 2 (9.52%) R
5 1 (4.76%) PL/SQL
Qualifications
1 2 (9.52%) Degree
1 2 (9.52%) Postgraduate
Quality Assurance & Compliance
1 1 (4.76%) Data Quality
1 1 (4.76%) QA
Vendors
1 7 (33.33%) Microsoft
2 3 (14.29%) Oracle
3 1 (4.76%) SAP