The table below looks at the statistics for Data Cleansing skills in IT contracts advertised for the Berkshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 28 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
28 Sep 2016
Same period 2015 Same period 2014
Data Cleansing (Data Scrubbing)
Rank 99 115 114
Rank change year-on-year
+16 -1
Contract jobs citing Data Cleansing 16 9 3
As % of all contract IT jobs located in Berkshire 0.73% 0.36% 0.13%
As % of the Processes & Methodologies category 0.90% 0.47% 0.16%
Number of daily rates quoted 10 5 0
Median daily rate £436 £375 -
Median daily rate % change year-on-year
+16.16% -
UK excluding London median daily rate £400 £338 £338
% change year-on-year
+18.51% -
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
South East

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

Processes & Methodologies Category
Berkshire
Contract IT job ads with a match in the
Processes & Methodologies category
1774 1922 1826
As % of all contract IT jobs located in Berkshire 80.64% 76.27% 76.40%
Number of daily rates quoted 954 1121 878
Median daily rate £413 £400 £390
Median daily rate % change year-on-year
+3.12% +2.56%
90% offered a daily rate of more than £275 £250 £257
10% offered a daily rate of more than £575 £525 £525
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 64 64 29
Median hourly rate £19.61 £37.00 £17.07
Median hourly rate % change year-on-year
-47.00% +116.75%
90% offered a hourly rate of more than £12.50 £14.50 £12.00
10% offered a hourly rate of more than £47.25 £40.00 £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 Berkshire

The demand trend of contract jobs across the Berkshire 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 Berkshire

Data Cleansing
Daily Rate Trend in Berkshire

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

Data Cleansing Daily Rate Trend in Berkshire

Data Cleansing
Daily Rate Histogram in Berkshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Cleansing across the Berkshire region over the 3 months to 28 September 2016.

Data Cleansing Daily Rate Histogram in Berkshire

Data Cleansing
Hourly Rate Trend in Berkshire

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

Data Cleansing Hourly Rate Trend in Berkshire

Data Cleansing
Contract Job Locations in Berkshire

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 Berkshire region over the 3 months to 28 September 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
Reading +18 2 £300 -14.28%
Maidenhead - 2 - -
Data Cleansing
South East

Data Cleansing
Top 30 Related IT Skills in Berkshire

For the 6 months to 28 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 Berkshire region with a requirement for Data Cleansing.

1 17 (77.27%) Migration
2 15 (68.18%) SAP
3 14 (63.64%) SQL
4 13 (59.09%) Data Quality
5 12 (54.55%) Data Migration
6 11 (50.00%) SQL Server
7 10 (45.45%) Validation
7 10 (45.45%) ETL
8 9 (40.91%) LSMW
8 9 (40.91%) Data Conversion
8 9 (40.91%) Data Extraction
8 9 (40.91%) Data Mapping
8 9 (40.91%) SAP Data Services
9 8 (36.36%) MS Excel
10 7 (31.82%) CRM
10 7 (31.82%) T-SQL
11 6 (27.27%) Dynamics CRM
12 5 (22.73%) BAPI
12 5 (22.73%) SQL Server 2008
12 5 (22.73%) User Acceptance Testing
12 5 (22.73%) SAP FI
13 4 (18.18%) Sarbanes-Oxley
13 4 (18.18%) GxP
14 3 (13.64%) Data Reconciliation
14 3 (13.64%) SuccessFactors
15 2 (9.09%) SAP Business ByDesign
15 2 (9.09%) Data Transformation
15 2 (9.09%) Data Structures
15 2 (9.09%) Team Foundation Server
15 2 (9.09%) Test Scripting

Data Cleansing
Top Related IT Skills in Berkshire 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 (4.55%) SharePoint
Applications
1 8 (36.36%) MS Excel
Business Applications
1 6 (27.27%) Dynamics CRM
2 5 (22.73%) SAP FI
3 2 (9.09%) SAP APO
3 2 (9.09%) SAP Business ByDesign
4 1 (4.55%) SAP CRM
4 1 (4.55%) SAP MDM
Cloud Services
1 3 (13.64%) SuccessFactors
Database & Business Intelligence
1 11 (50.00%) SQL Server
2 9 (40.91%) SAP Data Services
3 5 (22.73%) SQL Server 2008
4 2 (9.09%) Data Warehouse
4 2 (9.09%) SQL Server Integration Services
4 2 (9.09%) SQL Server Reporting Services
5 1 (4.55%) IBM InfoSphere
5 1 (4.55%) Oracle Reports
5 1 (4.55%) SQL Server Analysis Services
Development Applications
1 9 (40.91%) LSMW
2 2 (9.09%) Team Foundation Server
General
1 2 (9.09%) Pharmaceutical
2 1 (4.55%) Finance
2 1 (4.55%) Manufacturing
Job Titles
1 10 (45.45%) Consultant
1 10 (45.45%) Data Consultant
2 9 (40.91%) SAP Consultant
2 9 (40.91%) SAP Data Consultant
3 7 (31.82%) Analyst
3 7 (31.82%) Data Migration Consultant
3 7 (31.82%) Migration Consultant
4 6 (27.27%) Data Analyst
4 6 (27.27%) SAP Data Migration Consultant
4 6 (27.27%) SAP Migration Consultant
5 3 (13.64%) Administrator
5 3 (13.64%) Data Administrator
6 2 (9.09%) Data Migration Analyst
6 2 (9.09%) Migration Analyst
7 1 (4.55%) Data Migration Lead
7 1 (4.55%) Data Migration Specialist
7 1 (4.55%) Migration Specialist
7 1 (4.55%) SharePoint Analyst
7 1 (4.55%) SQL Analyst
7 1 (4.55%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 5 (22.73%) BAPI
2 1 (4.55%) .NET
2 1 (4.55%) XML
Miscellaneous
1 9 (40.91%) Data Conversion
1 9 (40.91%) Data Extraction
2 2 (9.09%) AS400
2 2 (9.09%) Data Structures
3 1 (4.55%) Analytical Skills
Processes & Methodologies
1 17 (77.27%) Migration
2 12 (54.55%) Data Migration
3 10 (45.45%) ETL
3 10 (45.45%) Validation
4 9 (40.91%) Data Mapping
5 7 (31.82%) CRM
6 5 (22.73%) User Acceptance Testing
7 3 (13.64%) Data Reconciliation
8 2 (9.09%) Data Modelling
8 2 (9.09%) Data Transformation
8 2 (9.09%) ERP
8 2 (9.09%) Test Scripting
9 1 (4.55%) Data Analysis
9 1 (4.55%) Data Management
9 1 (4.55%) Defect Management
9 1 (4.55%) Invoice Processing
9 1 (4.55%) Pattern Recognition
9 1 (4.55%) Project Management
9 1 (4.55%) Stakeholder Management
Programming Languages
1 14 (63.64%) SQL
2 7 (31.82%) T-SQL
3 1 (4.55%) C
3 1 (4.55%) C#
3 1 (4.55%) PowerShell
3 1 (4.55%) VBScript
Qualifications
1 1 (4.55%) Degree
Quality Assurance & Compliance
1 13 (59.09%) Data Quality
2 4 (18.18%) GxP
2 4 (18.18%) Sarbanes-Oxley
3 1 (4.55%) QA
Vendors
1 15 (68.18%) SAP
2 2 (9.09%) Microsoft
3 1 (4.55%) Callidus
3 1 (4.55%) HP
3 1 (4.55%) JD Edwards
3 1 (4.55%) Oracle
3 1 (4.55%) Siebel