Period
to 17 November 2017

The following table provides summary statistics for contract job vacancies advertised in Bedfordshire 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 6 months to 17 November 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)
East of England > Bedfordshire
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 65 57 55
Rank change year-on-year -8 -2 +9
Contract jobs citing Data Cleansing 2 3 4
As % of all contract IT jobs advertised in Bedfordshire 0.29% 0.48% 0.58%
As % of the Processes & Methodologies category 0.35% 0.58% 0.69%
Number of daily rates quoted 1 2 4
Bedfordshire median daily rate £550 £488 £313
Median daily rate % change year-on-year +12.82% +56.00% -23.31%
East of England median daily rate £325 £444 £358
% change year-on-year -26.76% +24.13% -12.27%
Number of hourly rates quoted 0 0 0
Bedfordshire median hourly rate - - -
East of England median hourly rate £19.00 £27.50 -
% change year-on-year -30.91% - -

Data Cleansing is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Bedfordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Bedfordshire
Contract vacancies with a requirement for process or methodology skills 576 521 578
As % of all contract IT jobs advertised in Bedfordshire 84.09% 83.23% 83.89%
Number of daily rates quoted 398 331 385
Bedfordshire median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25% -5.88%
10th Percentile £273 £213 £240
90th Percentile £581 £588 £575
East of England median daily rate £425 £400 £400
% change year-on-year +6.25% - +6.67%
Number of hourly rates quoted 11 7 38
Bedfordshire median hourly rate £22.50 £14.00 £37.50
Median hourly rate % change year-on-year +60.71% -62.67% +117.39%
10th Percentile £10.40 £11.02 £13.55
90th Percentile £50.48 £43.11 £50.71
East of England median hourly rate £31.02 £31.23 £25.00
% change year-on-year -0.67% +24.90% +3.91%

Data Cleansing
Job Vacancy Trend in Bedfordshire

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

Job vacancy trend for Data Cleansing in Bedfordshire

Data Cleansing
Contractor Daily Rate Trend in Bedfordshire

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

Contractor daily rate trend for Data Cleansing in Bedfordshire

Data Cleansing
Contract Job Locations in Bedfordshire

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 Bedfordshire region over the 6 months to 17 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Luton -6 1 - -
Data Cleansing
East of England

For the 6 months to 17 November 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 Bedfordshire region with a requirement for Data Cleansing.

1 2 (100.00%) ETL
2 1 (50.00%) RDBMS
2 1 (50.00%) Migration
2 1 (50.00%) Stakeholder Management
2 1 (50.00%) Oracle ERP
2 1 (50.00%) Data Management
2 1 (50.00%) Data Mart
2 1 (50.00%) SQL Server Integration Services
2 1 (50.00%) Data Migration
2 1 (50.00%) Data Conversion
2 1 (50.00%) Data Extraction
2 1 (50.00%) Data Integration
2 1 (50.00%) NoSQL
2 1 (50.00%) Analytics
2 1 (50.00%) Oracle ODI
2 1 (50.00%) Relational Database
2 1 (50.00%) Line Management
2 1 (50.00%) Data Flow Diagram
2 1 (50.00%) Oracle
2 1 (50.00%) Data Warehouse
2 1 (50.00%) ERP
2 1 (50.00%) Data Modelling
2 1 (50.00%) Data Mining

Data Cleansing
Co-occurring IT Skills in Bedfordshire 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 (50.00%) Oracle ERP
Database & Business Intelligence
1 1 (50.00%) Data Mart
1 1 (50.00%) Data Mining
1 1 (50.00%) Data Warehouse
1 1 (50.00%) NoSQL
1 1 (50.00%) Oracle ODI
1 1 (50.00%) RDBMS
1 1 (50.00%) Relational Database
1 1 (50.00%) SQL Server Integration Services
Job Titles
1 1 (50.00%) Data Manager
1 1 (50.00%) Data Migration Manager
1 1 (50.00%) Data Modeller
1 1 (50.00%) Migration Manager
1 1 (50.00%) Oracle Data Migration Manager
Processes & Methodologies
1 2 (100.00%) ETL
2 1 (50.00%) Analytics
2 1 (50.00%) Data Conversion
2 1 (50.00%) Data Extraction
2 1 (50.00%) Data Flow Diagram
2 1 (50.00%) Data Integration
2 1 (50.00%) Data Management
2 1 (50.00%) Data Migration
2 1 (50.00%) Data Modelling
2 1 (50.00%) ERP
2 1 (50.00%) Line Management
2 1 (50.00%) Migration
2 1 (50.00%) Stakeholder Management
Vendors
1 1 (50.00%) Oracle