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 29 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 > Berkshire
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 91 113 115
Rank change year-on-year +22 +2  
Contract jobs citing Data Cleansing 9 6 2
As % of all contract IT jobs advertised in Berkshire 0.49% 0.25% 0.082%
As % of the Processes & Methodologies category 0.60% 0.32% 0.10%
Number of daily rates quoted 6 6 1
Berkshire median daily rate £420 £419 £575
Median daily rate % change year-on-year +0.29% -27.17%  
South East median daily rate £420 £400 £575
% change year-on-year +5.00% -30.43%  
Number of hourly rates quoted 0 0 0
Berkshire median hourly rate - - -
South East median hourly rate - £14.50 -

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 1489 1883 1951
As % of all contract IT job vacancies advertised in Berkshire 81.46% 80.03% 79.54%
Number of daily rates quoted 2747 3826 3056
Berkshire median daily rate £425 £400 £388
Median daily rate % change year-on-year +6.25% +3.22%  
10th Percentile £295 £250 £238
90th Percentile £575 £538 £525
South East median daily rate £425 £413 £400
% change year-on-year +3.03% +3.12%  
Number of hourly rates quoted 180 194 122
Berkshire median hourly rate £18.00 £19.61 £21.55
Median hourly rate % change year-on-year -8.21% -9.00%  
10th Percentile £12.00 £11.75 £13.13
90th Percentile £38.75 £34.50 £39.95
South East median hourly rate £29.75 £32.00 £25.00
% change year-on-year -7.03% +28.00%  

Data Cleansing
Job Vacancy Trend in Berkshire

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

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 29 June 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 contractor hourly rates quoted in IT 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 29 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
Reading +15 2 £500 +42.85% 3
Newbury - 2 £313 -
Data Cleansing
South East

For the 6 months to 29 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 Berkshire region with a requirement for Data Cleansing.

1 9 (52.94%) Maximo
2 7 (41.18%) Asset Management
2 7 (41.18%) GIS
2 7 (41.18%) Smallworld
2 7 (41.18%) EAM
3 5 (29.41%) Migration
3 5 (29.41%) Data Migration
3 5 (29.41%) Data Quality
4 4 (23.53%) Salesforce.com
4 4 (23.53%) Oracle
4 4 (23.53%) SAP
5 3 (17.65%) Siebel
5 3 (17.65%) Trillium
5 3 (17.65%) Informatica
5 3 (17.65%) SaaS
6 2 (11.76%) IIBA
6 2 (11.76%) Vertica
6 2 (11.76%) Talend
6 2 (11.76%) Relational Database
6 2 (11.76%) Zuora
6 2 (11.76%) Data Mapping
6 2 (11.76%) Talend Open Studio
6 2 (11.76%) Data Analysis
6 2 (11.76%) NetSuite
6 2 (11.76%) HP
6 2 (11.76%) ISEB
6 2 (11.76%) Data Modelling
6 2 (11.76%) PRINCE2
6 2 (11.76%) GAP Analysis
6 2 (11.76%) IDOL

Data Cleansing
Co-occurring 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 (41.18%) Smallworld
Business Applications
1 9 (52.94%) Maximo
2 2 (11.76%) NetSuite
3 1 (5.88%) Oracle Retail
Cloud Services
1 3 (17.65%) SaaS
2 1 (5.88%) Salesforce Sales Cloud
2 1 (5.88%) Salesforce Service Cloud
Database & Business Intelligence
1 7 (41.18%) GIS
2 2 (11.76%) IDOL
2 2 (11.76%) Relational Database
3 1 (5.88%) Data Mart
3 1 (5.88%) Data Warehouse
3 1 (5.88%) OLAP
3 1 (5.88%) OLAP Cube
3 1 (5.88%) SAP BW
Development Applications
1 2 (11.76%) Talend Open Studio
General
1 1 (5.88%) Retail
Job Titles
1 13 (76.47%) Analyst
2 12 (70.59%) Data Analyst
3 7 (41.18%) GIS Analyst
3 7 (41.18%) GIS Data Analyst
4 2 (11.76%) Data Migration Analyst
4 2 (11.76%) Developer
4 2 (11.76%) Maximo Analyst
4 2 (11.76%) Migration Analyst
5 1 (5.88%) Administrator
5 1 (5.88%) Business Analyst
5 1 (5.88%) Data Manager
5 1 (5.88%) Data Migration Manager
5 1 (5.88%) Data Migration Project Manager
5 1 (5.88%) ETL Developer
5 1 (5.88%) Migration Manager
5 1 (5.88%) Oracle Business Analyst
5 1 (5.88%) Project Manager
5 1 (5.88%) Retail Business Analyst
5 1 (5.88%) SAP Developer
5 1 (5.88%) Senior Analyst
Libraries, Frameworks & Software Standards
1 1 (5.88%) Mason
Processes & Methodologies
1 7 (41.18%) Asset Management
1 7 (41.18%) EAM
2 5 (29.41%) Data Migration
2 5 (29.41%) Migration
3 2 (11.76%) Data Analysis
3 2 (11.76%) Data Mapping
3 2 (11.76%) Data Modelling
3 2 (11.76%) GAP Analysis
3 2 (11.76%) PRINCE2
4 1 (5.88%) Data Conversion
4 1 (5.88%) Data Extraction
4 1 (5.88%) ETL
4 1 (5.88%) Re-Platforming
4 1 (5.88%) SDLC
4 1 (5.88%) Validation
Programming Languages
1 2 (11.76%) Magik
Qualifications
1 2 (11.76%) IIBA
1 2 (11.76%) ISEB
Quality Assurance & Compliance
1 5 (29.41%) Data Quality
2 1 (5.88%) QA
Vendors
1 4 (23.53%) Oracle
1 4 (23.53%) Salesforce.com
1 4 (23.53%) SAP
2 3 (17.65%) Informatica
2 3 (17.65%) Siebel
2 3 (17.65%) Trillium
3 2 (11.76%) Apttus
3 2 (11.76%) HP
3 2 (11.76%) Talend
3 2 (11.76%) Vertica
3 2 (11.76%) Zuora
4 1 (5.88%) MuleSoft
Reading, Berkshire
Harvey Nash plc
Rate: £450 per day
Posted: Yesterday