Period
to 26 March 2019

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 6 months to 26 March 2019 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)
England > East of England
6 months to
26 Mar 2019
Same period 2018 Same period 2017
Rank 165 178 142
Rank change year-on-year +13 -36 +33
Contract jobs citing Data Cleansing 20 24 41
As % of all contract IT jobs advertised in the East of England 0.49% 0.52% 0.94%
As % of the Processes & Methodologies category 0.58% 0.61% 1.12%
Number of daily rates quoted 7 8 32
East of England median daily rate £450 £450 £459
Median daily rate % change year-on-year - -1.91% +22.33%
10th Percentile £420 £273 £375
90th Percentile £510 £540 £623
England median daily rate £453 £425 £415
% change year-on-year +6.47% +2.41% +0.61%
Number of hourly rates quoted 0 5 0
East of England median hourly rate - £22.50 -
England median hourly rate £26.25 £20.75 £18.94
% change year-on-year +26.51% +9.56% +18.38%

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

All Process and Methodology Skills
East of England
Contract vacancies with a requirement for process or methodology skills 3,448 3,921 3,659
As % of all contract IT jobs advertised in the East of England 84.43% 85.35% 83.98%
Number of daily rates quoted 2,013 2,230 2,191
East of England median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25% -1.61%
10th Percentile £263 £240 £220
90th Percentile £593 £588 £563
England median daily rate £475 £463 £438
% change year-on-year +2.70% +5.65% +3.00%
Number of hourly rates quoted 174 225 260
East of England median hourly rate £19.50 £25.00 £33.50
Median hourly rate % change year-on-year -22.00% -25.37% +29.47%
10th Percentile £11.17 £11.51 £13.00
90th Percentile £52.50 £48.55 £48.94
England median hourly rate £23.79 £25.00 £25.00
% change year-on-year -4.83% - +10.00%

Data Cleansing
Job Vacancy Trend in the East of England

Job postings citing Data Cleansing as a percentage of all IT jobs advertised in the East of England.

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 Hourly Rate Trend in the East of England

This chart provides the 3-month moving average for contractor hourly rates quoted in IT 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 6 months to 26 March 2019. 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
Hertfordshire +7 11 £525 +10.53% 1
Bedfordshire +15 7 £435 -3.33%
Cambridgeshire +5 1 - - 1
Norfolk - 1 - -
Data Cleansing
England

For the 6 months to 26 March 2019, IT contractor jobs citing Data Cleansing also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the East of England region with a requirement for Data Cleansing.

1 12 (60.00%) Migration
2 10 (50.00%) SAP
3 9 (45.00%) Data Migration
4 8 (40.00%) Finance
5 6 (30.00%) Data Modelling
5 6 (30.00%) QA
5 6 (30.00%) User Acceptance Testing
5 6 (30.00%) Data Quality
5 6 (30.00%) System Integration Testing
5 6 (30.00%) SAP S/4HANA
6 5 (25.00%) Analytical Skills
7 4 (20.00%) Functional Testing
7 4 (20.00%) SuccessFactors
7 4 (20.00%) ETL
7 4 (20.00%) SAP HR
7 4 (20.00%) SAP FI
7 4 (20.00%) Procure-to-Pay
8 3 (15.00%) Northgate Housing
8 3 (15.00%) Data Strategy
8 3 (15.00%) Contingency Planning
8 3 (15.00%) Source to Pay
8 3 (15.00%) BusinessObjects
8 3 (15.00%) Data Analysis
8 3 (15.00%) Logistics
8 3 (15.00%) Local Government
8 3 (15.00%) Northgate
9 2 (10.00%) PowerShell
9 2 (10.00%) Degree
9 2 (10.00%) Enterprise Cloud
9 2 (10.00%) Active Directory

Data Cleansing
Co-occurring 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:

Application Platforms
1 1 (5.00%) Skype for Business
Applications
1 1 (5.00%) Microsoft Excel
Business Applications
1 6 (30.00%) SAP S/4HANA
2 4 (20.00%) SAP FI
2 4 (20.00%) SAP HR
3 3 (15.00%) Northgate Housing
4 1 (5.00%) Dynamics CRM
Cloud Services
1 4 (20.00%) SuccessFactors
2 1 (5.00%) Dynamics 365
2 1 (5.00%) Microsoft Azure
2 1 (5.00%) Mimecast
2 1 (5.00%) Office 365
2 1 (5.00%) OneDrive
Communications & Networking
1 1 (5.00%) Skype
Database & Business Intelligence
1 3 (15.00%) BusinessObjects
Development Applications
1 1 (5.00%) Hudson
General
1 8 (40.00%) Finance
2 3 (15.00%) Local Government
3 2 (10.00%) Law
Job Titles
1 4 (20.00%) Analyst
2 3 (15.00%) Administrator
2 3 (15.00%) Data Migration Lead
2 3 (15.00%) Systems Administrator
2 3 (15.00%) Systems Support
2 3 (15.00%) Technical Analyst
3 2 (10.00%) Active Directory Analyst
3 2 (10.00%) Business Analyst
3 2 (10.00%) Data Analyst
3 2 (10.00%) Project Manager
3 2 (10.00%) SAP Data Migration Lead
4 1 (5.00%) Applications Manager
4 1 (5.00%) Data Migration Analyst
4 1 (5.00%) Desktop Engineer
4 1 (5.00%) Desktop Support
4 1 (5.00%) Desktop Support Engineer
4 1 (5.00%) Rollout Engineer
4 1 (5.00%) Sales Manager
4 1 (5.00%) Support Engineer
4 1 (5.00%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 1 (5.00%) Web Services
Miscellaneous
1 5 (25.00%) Analytical Skills
2 2 (10.00%) Enterprise Cloud
3 1 (5.00%) Data Structures
3 1 (5.00%) Driving Licence
Operating Systems
1 2 (10.00%) Linux
1 2 (10.00%) Windows
Processes & Methodologies
1 12 (60.00%) Migration
2 9 (45.00%) Data Migration
3 6 (30.00%) Data Modelling
3 6 (30.00%) System Integration Testing
3 6 (30.00%) User Acceptance Testing
4 4 (20.00%) ETL
4 4 (20.00%) Functional Testing
4 4 (20.00%) Procure-to-Pay
5 3 (15.00%) Contingency Planning
5 3 (15.00%) Data Analysis
5 3 (15.00%) Data Strategy
5 3 (15.00%) Logistics
5 3 (15.00%) Source to Pay
6 2 (10.00%) Re-Platforming
6 2 (10.00%) Validation
7 1 (5.00%) Computer Science
7 1 (5.00%) Mathematics
7 1 (5.00%) Performance Tuning
7 1 (5.00%) Reverse Engineering
7 1 (5.00%) User Stories
Programming Languages
1 2 (10.00%) PowerShell
2 1 (5.00%) SQL
Qualifications
1 2 (10.00%) Degree
2 1 (5.00%) Computer Science Degree
2 1 (5.00%) DBS Check
2 1 (5.00%) MCSA
2 1 (5.00%) Microsoft Certification
Quality Assurance & Compliance
1 6 (30.00%) Data Quality
1 6 (30.00%) QA
System Software
1 2 (10.00%) Active Directory
Vendors
1 10 (50.00%) SAP
2 3 (15.00%) Northgate
3 1 (5.00%) Microsoft
3 1 (5.00%) MuleSoft