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 2 May 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
2 May 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 77 73 61
Rank change year-on-year
-4 -12
Contract jobs citing Data Cleansing 4 3 15
As % of all contract IT jobs located in Reading 0.39% 0.30% 1.43%
As % of the Processes & Methodologies category 0.51% 0.42% 1.85%
Number of daily rates quoted 3 3 14
Median daily rate £350 £425 £433
Median daily rate % change year-on-year
-17.64% -1.73%
90% offered a daily rate of more than £270 £405 £320
10% offered a daily rate of more than £470 £429 £493
UK excluding London median daily rate £425 £375 £390
% change year-on-year
+13.33% -3.84%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £16.00 £33.67 £17.25
% change year-on-year
-52.47% +95.15%
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
783 713 809
As % of all contract IT jobs located in Reading 76.92% 71.80% 76.97%
Number of daily rates quoted 447 382 408
Median daily rate £410 £400 £400
Median daily rate % change year-on-year
+2.50% -
90% offered a daily rate of more than £265 £260 £225
10% offered a daily rate of more than £525 £500 £500
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 13 18 14
Median hourly rate £19.61 £22.50 £20.50
Median hourly rate % change year-on-year
-12.84% +9.75%
90% offered a hourly rate of more than £9.30 £18.55 £15.75
10% offered a hourly rate of more than £25.47 £38.50 £22.50
UK excluding London median hourly rate £36.00 £30.50 £31.50
% change year-on-year
+18.03% -3.17%

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 2 May 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 2 May 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 9 (90.00%) SQL Server
1 9 (90.00%) Microsoft
2 8 (80.00%) MS Excel
3 7 (70.00%) SQL
4 6 (60.00%) T-SQL
4 6 (60.00%) SharePoint
4 6 (60.00%) SQL Server Integration Services
5 5 (50.00%) SQL Server Analysis Services
5 5 (50.00%) Microsoft Certification
5 5 (50.00%) Migration
5 5 (50.00%) Microsoft Analysis Services
5 5 (50.00%) SQL Server Reporting Services
6 4 (40.00%) Business Intelligence
6 4 (40.00%) VBA
6 4 (40.00%) MS Office
6 4 (40.00%) Data Migration
6 4 (40.00%) Data Mapping
6 4 (40.00%) PerformancePoint
6 4 (40.00%) QlikView
6 4 (40.00%) Tableau
6 4 (40.00%) Data Reconciliation
7 3 (30.00%) Data Transformation
7 3 (30.00%) Analytical Skills
7 3 (30.00%) Dynamics CRM
7 3 (30.00%) Visualisation
7 3 (30.00%) OLAP
7 3 (30.00%) CRM
8 2 (20.00%) Back Office
8 2 (20.00%) NHS
8 2 (20.00%) Data Warehouse

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 6 (60.00%) SharePoint
Applications
1 8 (80.00%) MS Excel
2 4 (40.00%) MS Office
Business Applications
1 3 (30.00%) Dynamics CRM
Database & Business Intelligence
1 9 (90.00%) SQL Server
2 6 (60.00%) SQL Server Integration Services
3 5 (50.00%) Microsoft Analysis Services
3 5 (50.00%) SQL Server Analysis Services
3 5 (50.00%) SQL Server Reporting Services
4 4 (40.00%) PerformancePoint
4 4 (40.00%) QlikView
5 3 (30.00%) OLAP
6 2 (20.00%) Data Warehouse
6 2 (20.00%) MS Access
General
1 2 (20.00%) Back Office
2 1 (10.00%) Finance
Job Titles
1 5 (50.00%) Developer
1 5 (50.00%) Systems Developer
2 4 (40.00%) Senior Developer
2 4 (40.00%) Senior Systems Developer
3 3 (30.00%) Analyst
3 3 (30.00%) Data Analyst
4 2 (20.00%) Data Migration Analyst
4 2 (20.00%) Migration Analyst
5 1 (10.00%) Data Integration Analyst
5 1 (10.00%) Data Manager
5 1 (10.00%) Data Migration Lead
5 1 (10.00%) Data Migration Manager
5 1 (10.00%) Integration Analyst
5 1 (10.00%) Microsoft Developer
5 1 (10.00%) Migration Manager
5 1 (10.00%) QA Leader
5 1 (10.00%) QlikView Developer
5 1 (10.00%) SharePoint Analyst
5 1 (10.00%) SQL Developer
Libraries, Frameworks & Software Standards
1 1 (10.00%) .NET
Miscellaneous
1 3 (30.00%) Analytical Skills
1 3 (30.00%) Visualisation
2 2 (20.00%) NHS
2 2 (20.00%) Statistics
Processes & Methodologies
1 5 (50.00%) Migration
2 4 (40.00%) Business Intelligence
2 4 (40.00%) Data Mapping
2 4 (40.00%) Data Migration
2 4 (40.00%) Data Reconciliation
3 3 (30.00%) CRM
3 3 (30.00%) Data Transformation
4 2 (20.00%) User Acceptance Testing
5 1 (10.00%) Email Migration
5 1 (10.00%) ETL
5 1 (10.00%) ITIL
5 1 (10.00%) Pattern Recognition
5 1 (10.00%) Project Management
Programming Languages
1 7 (70.00%) SQL
2 6 (60.00%) T-SQL
3 4 (40.00%) VBA
4 1 (10.00%) C#
4 1 (10.00%) PowerShell
4 1 (10.00%) VBScript
Qualifications
1 5 (50.00%) Microsoft Certification
2 2 (20.00%) MCP
2 2 (20.00%) Security Cleared
3 1 (10.00%) Degree
3 1 (10.00%) SC Cleared
Quality Assurance & Compliance
1 1 (10.00%) Data Quality
1 1 (10.00%) Disclosure Scotland
1 1 (10.00%) QA
Vendors
1 9 (90.00%) Microsoft
2 4 (40.00%) Tableau
3 1 (10.00%) GoldenSource
3 1 (10.00%) HP