The table below looks at the statistics for Data Cleansing skills in IT contracts advertised for the Reading region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 25 September 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
25 Sep 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 60 74 68
Rank change year-on-year
+14 -6
Contract jobs citing Data Cleansing 2 5 2
As % of all contract IT jobs located in Reading 0.28% 0.49% 0.23%
As % of the Processes & Methodologies category 0.38% 0.66% 0.33%
Number of daily rates quoted 2 3 0
Median daily rate £300 £350 -
Median daily rate % change year-on-year
-14.28% -
UK excluding London median daily rate £400 £338 £325
% change year-on-year
+18.51% +3.84%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £20.50 £15.00 £17.50
% change year-on-year
+36.66% -14.28%
Data Cleansing
Berkshire

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

Processes & Methodologies Category
Reading
Contract IT job ads with a match in the
Processes & Methodologies category
532 753 603
As % of all contract IT jobs located in Reading 74.61% 73.75% 70.69%
Number of daily rates quoted 299 508 343
Median daily rate £400 £420 £425
Median daily rate % change year-on-year
-4.76% -1.17%
90% offered a daily rate of more than £265 £265 £275
10% offered a daily rate of more than £575 £558 £565
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 15 20 12
Median hourly rate £22.35 £37.09 £19.00
Median hourly rate % change year-on-year
-39.74% +95.21%
90% offered a hourly rate of more than £15.15 £30.90 £17.00
10% offered a hourly rate of more than £43.28 £37.09 £59.00
UK excluding London median hourly rate £32.50 £33.64 £26.25
% change year-on-year
-3.38% +28.15%

Data Cleansing
Jobs Demand Trend in Reading

The demand trend of contract jobs across the Reading 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 Reading

Data Cleansing
Daily Rate Trend in Reading

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

Data Cleansing Daily Rate Trend in Reading

Data Cleansing
Daily Rate Histogram in Reading

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Cleansing across the Reading region over the 3 months to 25 September 2016.

Data Cleansing Daily Rate Histogram in Reading

Data Cleansing
Hourly Rate Trend in Reading

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

Data Cleansing Hourly Rate Trend in Reading

Data Cleansing
Top 30 Related IT Skills in Reading

For the 6 months to 25 September 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 Reading region with a requirement for Data Cleansing.

1 4 (80.00%) Data Mapping
2 3 (60.00%) Data Migration
2 3 (60.00%) Dynamics CRM
2 3 (60.00%) SQL
2 3 (60.00%) MS Excel
2 3 (60.00%) CRM
2 3 (60.00%) Migration
2 3 (60.00%) Data Reconciliation
3 2 (40.00%) SQL Server
3 2 (40.00%) Microsoft
3 2 (40.00%) Data Quality
3 2 (40.00%) Data Transformation
4 1 (20.00%) SuccessFactors
4 1 (20.00%) SAP Business ByDesign
4 1 (20.00%) IBM InfoSphere
4 1 (20.00%) PowerShell
4 1 (20.00%) Team Foundation Server
4 1 (20.00%) Pattern Recognition
4 1 (20.00%) SQL Server Integration Services
4 1 (20.00%) Degree
4 1 (20.00%) QA
4 1 (20.00%) User Acceptance Testing
4 1 (20.00%) Test Scripting
4 1 (20.00%) SQL Server Analysis Services
4 1 (20.00%) Validation
4 1 (20.00%) Project Management
4 1 (20.00%) SAP
4 1 (20.00%) SQL Server Reporting Services
4 1 (20.00%) Data Analysis
4 1 (20.00%) SharePoint

Data Cleansing
Top Related IT Skills in Reading 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 (20.00%) SharePoint
Applications
1 3 (60.00%) MS Excel
Business Applications
1 3 (60.00%) Dynamics CRM
2 1 (20.00%) SAP Business ByDesign
Cloud Services
1 1 (20.00%) SuccessFactors
Database & Business Intelligence
1 2 (40.00%) SQL Server
2 1 (20.00%) Data Warehouse
2 1 (20.00%) IBM InfoSphere
2 1 (20.00%) SQL Server Analysis Services
2 1 (20.00%) SQL Server Integration Services
2 1 (20.00%) SQL Server Reporting Services
Development Applications
1 1 (20.00%) Team Foundation Server
Job Titles
1 4 (80.00%) Analyst
2 3 (60.00%) Data Analyst
3 1 (20.00%) CRM Analyst
3 1 (20.00%) Data Migration Analyst
3 1 (20.00%) Data Migration Lead
3 1 (20.00%) Migration Analyst
3 1 (20.00%) QA Leader
3 1 (20.00%) SAP Analyst
3 1 (20.00%) SAP Data Analyst
3 1 (20.00%) SharePoint Analyst
3 1 (20.00%) SQL Analyst
3 1 (20.00%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 1 (20.00%) .NET
Miscellaneous
1 1 (20.00%) Analytical Skills
Processes & Methodologies
1 4 (80.00%) Data Mapping
2 3 (60.00%) CRM
2 3 (60.00%) Data Migration
2 3 (60.00%) Data Reconciliation
2 3 (60.00%) Migration
3 2 (40.00%) Data Transformation
4 1 (20.00%) Data Analysis
4 1 (20.00%) Data Modelling
4 1 (20.00%) Defect Management
4 1 (20.00%) ERP
4 1 (20.00%) Pattern Recognition
4 1 (20.00%) Project Management
4 1 (20.00%) Test Scripting
4 1 (20.00%) User Acceptance Testing
4 1 (20.00%) Validation
Programming Languages
1 3 (60.00%) SQL
2 1 (20.00%) C#
2 1 (20.00%) PowerShell
2 1 (20.00%) T-SQL
2 1 (20.00%) VBScript
Qualifications
1 1 (20.00%) Degree
Quality Assurance & Compliance
1 2 (40.00%) Data Quality
2 1 (20.00%) QA
Vendors
1 2 (40.00%) Microsoft
2 1 (20.00%) SAP