The following table provides summary statistics for contract job vacancies advertised in Hampshire with a requirement for Data Cleansing skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Cleansing over the 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Cleansing (Data Cleaning, Data Scrubbing)
South East / Hampshire
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 104 113 121
Rank change year-on-year +9 +8  
Contract jobs citing Data Cleansing 4 1 3
As % of all contract IT jobs advertised in Hampshire 0.22% 0.050% 0.14%
As % of the Processes & Methodologies category 0.27% 0.063% 0.17%
Number of daily rates quoted 4 0 0
Median daily rate £500 - -
UK excluding London median daily rate £400 £400 £350
% change year-on-year - +14.28%  
Number of hourly rates quoted 0 1 0
Median hourly rate - £12.00 -
UK excluding London median hourly rate £18.00 £14.50 £33.00
% change year-on-year +24.13% -56.06%  

Data Cleansing is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Hampshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Hampshire
Contract job vacancies with a requirement for process and methodology skills 1473 1589 1781
As % of all contract IT job vacancies advertised in Hampshire 81.74% 79.85% 84.13%
Number of daily rates quoted 2787 3374 4074
Median daily rate £413 £400 £375
Median daily rate % change year-on-year +3.12% +6.66%  
90% offered a daily rate of more than £267 £280 £263
10% offered a daily rate of more than £575 £550 £488
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 230 286 238
Median hourly rate £42.50 £40.00 £33.00
Median hourly rate % change year-on-year +6.25% +21.21%  
90% offered a hourly rate of more than £12.50 £15.00 £12.00
10% offered a hourly rate of more than £52.63 £58.75 £45.30
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

Data Cleansing
Job Vacancy Trend in Hampshire

Job postings citing Data Cleansing as a percentage of all IT jobs advertised in Hampshire.

Job vacancy trend for Data Cleansing in Hampshire

Data Cleansing
Contractor Daily Rate Trend in Hampshire

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

Contractor daily rate trend for Data Cleansing in Hampshire

Data Cleansing
Contractor Hourly Rate Trend in Hampshire

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

Contractor hourly rate trend for Data Cleansing in Hampshire

Data Cleansing
Contract Job Locations in Hampshire

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 Hampshire region over the 3 months to 28 June 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
Portsmouth -2 3 £500 -
Basingstoke - 1 £601 -
Data Cleansing
South East

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

1 3 (75.00%) SAP
1 3 (75.00%) Data Quality
2 2 (50.00%) Data Mart
2 2 (50.00%) Data Integration
2 2 (50.00%) OLAP Cube
2 2 (50.00%) OLAP
2 2 (50.00%) Data Warehouse
3 1 (25.00%) ERP
3 1 (25.00%) Data Modelling
3 1 (25.00%) ETL
3 1 (25.00%) Business Intelligence
3 1 (25.00%) Snowflake Schema
3 1 (25.00%) Microsoft
3 1 (25.00%) BusinessObjects
3 1 (25.00%) SAP BW
3 1 (25.00%) Oracle
3 1 (25.00%) Management Information System
3 1 (25.00%) Migration
3 1 (25.00%) Programme Management
3 1 (25.00%) Agile Software Development
3 1 (25.00%) Retail
3 1 (25.00%) Enterprise Data Warehouse
3 1 (25.00%) FMCG
3 1 (25.00%) SAP Data Services
3 1 (25.00%) Degree
3 1 (25.00%) SAP ERP
3 1 (25.00%) Business Analytics
3 1 (25.00%) Analytics
3 1 (25.00%) Data Transformation
3 1 (25.00%) Analytical Skills

Data Cleansing
Co-occurring IT Skills in Hampshire 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:

Business Applications
1 1 (25.00%) SAP ERP
Database & Business Intelligence
1 2 (50.00%) Data Mart
1 2 (50.00%) Data Warehouse
1 2 (50.00%) OLAP
1 2 (50.00%) OLAP Cube
2 1 (25.00%) BusinessObjects
2 1 (25.00%) Enterprise Data Warehouse
2 1 (25.00%) SAP BW
2 1 (25.00%) SAP Data Services
2 1 (25.00%) Snowflake Schema
General
1 1 (25.00%) Retail
Job Titles
1 3 (75.00%) Developer
1 3 (75.00%) SAP Developer
2 1 (25.00%) FMCG Manager
2 1 (25.00%) Programme Manager
2 1 (25.00%) SAP BusinessObjects (BO) Developer
2 1 (25.00%) SAP BW Developer
2 1 (25.00%) Transformation Manager
2 1 (25.00%) Transformation Programme Manager
Miscellaneous
1 1 (25.00%) Analytical Skills
1 1 (25.00%) FMCG
1 1 (25.00%) Management Information System
Processes & Methodologies
1 2 (50.00%) Data Integration
2 1 (25.00%) Agile Software Development
2 1 (25.00%) Analytics
2 1 (25.00%) Business Analytics
2 1 (25.00%) Business Intelligence
2 1 (25.00%) Data Modelling
2 1 (25.00%) Data Transformation
2 1 (25.00%) ERP
2 1 (25.00%) ETL
2 1 (25.00%) Migration
2 1 (25.00%) Programme Management
Qualifications
1 1 (25.00%) Degree
Quality Assurance & Compliance
1 3 (75.00%) Data Quality
Vendors
1 3 (75.00%) SAP
2 1 (25.00%) Microsoft
2 1 (25.00%) Oracle