The following table provides summary statistics for contract job vacancies advertised in Berkshire 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 26 March 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.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
South East / Berkshire
Rank 91 115 127
Rank change year-on-year +24 +12  
Contract jobs citing Data Cleansing 8 11 10
As % of all contract IT jobs advertised in Berkshire 0.44% 0.45% 0.34%
As % of the Processes & Methodologies category 0.55% 0.56% 0.45%
Number of daily rates quoted 3 8 8
Median daily rate £385 £423 £420
Median daily rate % change year-on-year -8.87% +0.59%  
UK excluding London median daily rate £350 £425 £400
% change year-on-year -17.64% +6.25%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £14.63 £13.50 £20.00
% change year-on-year +8.33% -32.50%  

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 Berkshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Berkshire
Contract job vacancies with a requirement for process and methodology skills 1459 1977 2201
As % of all contract IT job vacancies advertised in Berkshire 80.47% 80.33% 75.04%
Number of daily rates quoted 684 1023 1147
Median daily rate £425 £425 £400
Median daily rate % change year-on-year - +6.25%  
90% offered a daily rate of more than £260 £280 £238
10% offered a daily rate of more than £540 £550 £525
UK excluding London median daily rate £410 £400 £398
% change year-on-year +2.50% +0.62%  
Number of hourly rates quoted 60 45 54
Median hourly rate £16.50 £19.00 £27.50
Median hourly rate % change year-on-year -13.15% -30.90%  
90% offered a hourly rate of more than £12.00 £12.25 £14.00
10% offered a hourly rate of more than £55.00 £96.60 £42.50
UK excluding London median hourly rate £36.00 £38.75 £30.00
% change year-on-year -7.09% +29.16%  

Data Cleansing
Job Vacancy Trend in Berkshire

The job posting trend of jobs advertised in Berkshire citing Data Cleansing as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Cleansing in Berkshire

Data Cleansing
Contractor Daily Rate Trend in Berkshire

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

Contractor daily rate trend for Data Cleansing in Berkshire

Data Cleansing
Contractor Daily Rate Histogram in Berkshire

The daily rate distribution of IT jobs citing Data Cleansing in Berkshire over the 3 months to 26 March 2017.

Contractor daily rate histogram for Data Cleansing in Berkshire

Data Cleansing
Contractor Hourly Rate Trend in Berkshire

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

Contractor hourly rate trend for Data Cleansing 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 26 March 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
Thatcham - 2 - -
Reading +17 1 - - 3
Data Cleansing
South East

Data Cleansing
Top 30 Related IT Skills in Berkshire

For the 6 months to 26 March 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 Berkshire region with a requirement for Data Cleansing.

1 9 (75.00%) Maximo
2 7 (58.33%) Smallworld
2 7 (58.33%) Asset Management
2 7 (58.33%) GIS
2 7 (58.33%) EAM
3 3 (25.00%) Data Mapping
4 2 (16.67%) Data Quality
4 2 (16.67%) Data Migration
4 2 (16.67%) Magik
4 2 (16.67%) Oracle
4 2 (16.67%) GAP Analysis
4 2 (16.67%) Migration
5 1 (8.33%) Stakeholder Management
5 1 (8.33%) Programme Management
5 1 (8.33%) Management Information System
5 1 (8.33%) Validation
5 1 (8.33%) Knowledge Management
5 1 (8.33%) Enterprise Architecture
5 1 (8.33%) Use Case
5 1 (8.33%) Dimensional Modelling
5 1 (8.33%) Data Management
5 1 (8.33%) Information Management
5 1 (8.33%) Data Analysis
5 1 (8.33%) SAP
5 1 (8.33%) Siebel
5 1 (8.33%) Data Warehouse
5 1 (8.33%) Data Modelling
5 1 (8.33%) SOA
5 1 (8.33%) ETL
5 1 (8.33%) Trillium

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 7 (58.33%) Smallworld
Business Applications
1 9 (75.00%) Maximo
2 1 (8.33%) Oracle Retail
Cloud Services
1 1 (8.33%) SaaS
Database & Business Intelligence
1 7 (58.33%) GIS
2 1 (8.33%) Data Warehouse
General
1 1 (8.33%) Retail
Job Titles
1 10 (83.33%) Analyst
2 9 (75.00%) Data Analyst
3 7 (58.33%) GIS Analyst
3 7 (58.33%) GIS Data Analyst
4 2 (16.67%) Maximo Analyst
5 1 (8.33%) Architect
5 1 (8.33%) Business Analyst
5 1 (8.33%) Data Architect
5 1 (8.33%) Data Manager
5 1 (8.33%) Data Migration Manager
5 1 (8.33%) Data Migration Project Manager
5 1 (8.33%) Migration Manager
5 1 (8.33%) Migration Project Manager
5 1 (8.33%) Oracle Analyst
5 1 (8.33%) Oracle Business Analyst
5 1 (8.33%) Project Manager
5 1 (8.33%) Retail Business Analyst
Miscellaneous
1 1 (8.33%) Data Structures
1 1 (8.33%) Management Information System
Processes & Methodologies
1 7 (58.33%) Asset Management
1 7 (58.33%) EAM
2 3 (25.00%) Data Mapping
3 2 (16.67%) Data Migration
3 2 (16.67%) GAP Analysis
3 2 (16.67%) Migration
4 1 (8.33%) Business Intelligence
4 1 (8.33%) Data Analysis
4 1 (8.33%) Data Management
4 1 (8.33%) Data Modelling
4 1 (8.33%) Enterprise Architecture
4 1 (8.33%) ETL
4 1 (8.33%) Information Management
4 1 (8.33%) Knowledge Management
4 1 (8.33%) Programme Management
4 1 (8.33%) Service Management
4 1 (8.33%) SOA
4 1 (8.33%) Stakeholder Management
4 1 (8.33%) Use Case
4 1 (8.33%) Validation
Programming Languages
1 2 (16.67%) Magik
Quality Assurance & Compliance
1 2 (16.67%) Data Quality
Vendors
1 2 (16.67%) Oracle
2 1 (8.33%) Informatica
2 1 (8.33%) MuleSoft
2 1 (8.33%) Salesforce.com
2 1 (8.33%) SAP
2 1 (8.33%) Siebel
2 1 (8.33%) Trillium