The following table provides summary statistics for contract job vacancies advertised in the East of England 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 23 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
23 Mar 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
England / East of England
Rank 114 120 115
Rank change year-on-year +6 -5  
Contract jobs citing Data Cleansing 14 4 8
As % of all contract IT jobs advertised in the East of England 0.65% 0.16% 0.31%
As % of the Processes & Methodologies category 0.79% 0.20% 0.39%
Number of daily rates quoted 10 3 5
Median daily rate £500 £375 £400
Median daily rate % change year-on-year +33.33% -6.25%  
90% offered a daily rate of more than £310 £355 £301
10% offered a daily rate of more than £588 £375 £480
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 £72.50
% change year-on-year +8.33% -81.37%  

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 the East of England with a requirement for process and methodology skills.

Contract Process & Methodology Skills
East of England
Contract job vacancies with a requirement for process and methodology skills 1771 1959 2037
As % of all contract IT job vacancies advertised in the East of England 82.56% 80.78% 78.68%
Number of daily rates quoted 1085 1166 1182
Median daily rate £425 £425 £400
Median daily rate % change year-on-year - +6.25%  
90% offered a daily rate of more than £275 £300 £250
10% offered a daily rate of more than £560 £550 £575
UK excluding London median daily rate £410 £400 £399
% change year-on-year +2.50% +0.29%  
Number of hourly rates quoted 107 134 160
Median hourly rate £37.50 £37.50 £24.50
Median hourly rate % change year-on-year - +53.06%  
90% offered a hourly rate of more than £16.30 £15.00 £12.00
10% offered a hourly rate of more than £51.40 £55.00 £42.50
UK excluding London median hourly rate £36.00 £39.00 £30.00
% change year-on-year -7.69% +30.00%  

Data Cleansing
Job Vacancy Trend in the East of England

The job posting trend of jobs advertised in the East of England 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 the East of England

Data Cleansing
Contractor Daily Rate Trend in the East of England

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

Contractor daily rate trend for Data Cleansing in the East of England

Data Cleansing
Contractor Daily Rate Histogram in the East of England

The daily rate distribution of IT jobs citing Data Cleansing in the East of England over the 3 months to 23 March 2017.

Contractor daily rate histogram for Data Cleansing in the East of England

Data Cleansing
Contractor Hourly Rate Trend in the East of England

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

Contractor hourly rate trend for Data Cleansing in the East of England

Data Cleansing
Contract Job Locations in the East of England

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 East of England region over the 3 months to 23 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
Norfolk - 7 £550 -
Cambridgeshire - 3 - - 1
Bedfordshire - 2 £310 -
Hertfordshire -6 1 £425 +13.33%
Essex -11 1 £400 +14.28%
Suffolk - 1 £500 -
Data Cleansing
England

Data Cleansing
Top 30 Related IT Skills in the East of England

For the 6 months to 23 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 East of England region with a requirement for Data Cleansing.

1 29 (70.73%) Migration
2 28 (68.29%) Data Migration
3 20 (48.78%) SAP
3 20 (48.78%) Finance
4 15 (36.59%) Security Cleared
5 14 (34.15%) Data Quality
5 14 (34.15%) Data Modelling
6 12 (29.27%) XML
6 12 (29.27%) SAP HR
6 12 (29.27%) BAPI
6 12 (29.27%) LSMW
6 12 (29.27%) Analytical Skills
7 10 (24.39%) Data Transformation
7 10 (24.39%) SC Cleared
8 9 (21.95%) Data Architecture
9 8 (19.51%) Data Structures
10 6 (14.63%) Stakeholder Management
10 6 (14.63%) UML
10 6 (14.63%) SOA
10 6 (14.63%) Data Mapping
10 6 (14.63%) Reference Data
11 5 (12.20%) SAP HCM
11 5 (12.20%) SuccessFactors
11 5 (12.20%) Data Validation
11 5 (12.20%) KYC
11 5 (12.20%) Business Intelligence
11 5 (12.20%) SQL
11 5 (12.20%) Degree
11 5 (12.20%) Data Management
11 5 (12.20%) Validation

Data Cleansing
Top Related IT Skills in the East of England 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 12 (29.27%) SAP HR
2 5 (12.20%) SAP HCM
3 2 (4.88%) SAP ERP
4 1 (2.44%) Oracle EBS R12
4 1 (2.44%) Salesforce.com CRM
Cloud Services
1 5 (12.20%) SuccessFactors
Database & Business Intelligence
1 4 (9.76%) SQL Server Integration Services
2 3 (7.32%) SQL Server Reporting Services
3 2 (4.88%) Data Warehouse
3 2 (4.88%) QlikView
4 1 (2.44%) Oracle BI EE
4 1 (2.44%) Oracle Reports
4 1 (2.44%) SQL Server
Development Applications
1 12 (29.27%) LSMW
General
1 20 (48.78%) Finance
2 2 (4.88%) Legal
Job Titles
1 9 (21.95%) Analyst
2 8 (19.51%) Data Migration Specialist
2 8 (19.51%) HR Specialist
2 8 (19.51%) Migration Specialist
3 7 (17.07%) Data Manager
4 6 (14.63%) Architect
4 6 (14.63%) Business Analyst
4 6 (14.63%) Consultant
4 6 (14.63%) Data Architect
4 6 (14.63%) Data Business Analyst
4 6 (14.63%) Data Consultant
4 6 (14.63%) Data Migration Consultant
4 6 (14.63%) Migration Consultant
4 6 (14.63%) Reference Data Analyst
4 6 (14.63%) Reference Data Business Analyst
5 5 (12.20%) SAP Data Manager
5 5 (12.20%) SAP Manager
6 4 (9.76%) Data Migration Manager
6 4 (9.76%) Migration Manager
7 3 (7.32%) SAP Data Migration Specialist
Libraries, Frameworks & Software Standards
1 12 (29.27%) BAPI
1 12 (29.27%) XML
Miscellaneous
1 12 (29.27%) Analytical Skills
2 8 (19.51%) Data Structures
3 6 (14.63%) Reference Data
4 2 (4.88%) User Experience
5 1 (2.44%) RIA
Processes & Methodologies
1 29 (70.73%) Migration
2 28 (68.29%) Data Migration
3 14 (34.15%) Data Modelling
4 10 (24.39%) Data Transformation
5 9 (21.95%) Data Architecture
6 6 (14.63%) Data Mapping
6 6 (14.63%) SOA
6 6 (14.63%) Stakeholder Management
6 6 (14.63%) UML
7 5 (12.20%) Business Intelligence
7 5 (12.20%) Data Management
7 5 (12.20%) Data Validation
7 5 (12.20%) KYC
7 5 (12.20%) Validation
8 4 (9.76%) Analytics
8 4 (9.76%) Change Management
8 4 (9.76%) Data Analysis
8 4 (9.76%) ERP
8 4 (9.76%) ETL
8 4 (9.76%) Project Management
Programming Languages
1 5 (12.20%) SQL
2 1 (2.44%) VBA
Qualifications
1 15 (36.59%) Security Cleared
2 10 (24.39%) SC Cleared
3 5 (12.20%) Degree
4 2 (4.88%) BC Cleared
4 2 (4.88%) BPSS Clearance
Quality Assurance & Compliance
1 14 (34.15%) Data Quality
2 2 (4.88%) Disclosure Scotland
3 1 (2.44%) PMO
Vendors
1 20 (48.78%) SAP
2 3 (7.32%) IBM
2 3 (7.32%) Northgate
2 3 (7.32%) PeopleSoft
3 2 (4.88%) Microsoft
4 1 (2.44%) Hyperion
4 1 (2.44%) Oracle
4 1 (2.44%) Salesforce.com