Period
to 10 December 2018

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 10 December 2018 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
10 Dec 2018
Same period 2017 Same period 2016
Rank 176 168 156
Rank change year-on-year -8 -12 +37
Contract jobs citing Data Cleansing 34 33 36
As % of all contract IT jobs advertised in the East of England 0.68% 0.65% 0.75%
As % of the Processes & Methodologies category 0.80% 0.77% 0.91%
Number of daily rates quoted 18 12 27
East of England median daily rate £435 £344 £450
Median daily rate % change year-on-year +26.64% -23.67% +23.29%
10th Percentile £376 £168 £323
90th Percentile £506 £548 £610
England median daily rate £450 £431 £434
% change year-on-year +4.35% -0.58% +8.44%
Number of hourly rates quoted 2 3 1
East of England median hourly rate £17.43 £19.00 £27.50
Median hourly rate % change year-on-year -8.29% -30.91% -
10th Percentile £16.21 £19.00 £26.25
90th Percentile £18.64 £37.60 £28.75
England median hourly rate £17.46 £23.75 £20.00
% change year-on-year -26.47% +18.75% +25.00%

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 4,249 4,290 3,970
As % of all contract IT jobs advertised in the East of England 85.34% 84.77% 82.92%
Number of daily rates quoted 2,514 2,480 2,287
East of England median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25% -
10th Percentile £250 £250 £220
90th Percentile £588 £575 £544
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% -
Number of hourly rates quoted 206 257 320
East of England median hourly rate £17.84 £33.33 £31.50
Median hourly rate % change year-on-year -46.47% +5.81% +30.39%
10th Percentile £11.17 £11.94 £12.45
90th Percentile £48.75 £50.04 £47.50
England median hourly rate £22.00 £24.69 £22.84
% change year-on-year -10.88% +8.10% +3.80%

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 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 6 months to 10 December 2018.

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 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 10 December 2018. 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 0 19 £389 +0.32% 3
Bedfordshire +17 10 £420 -23.64% 1
Suffolk -6 2 £500 -
Cambridgeshire +2 1 - - 4
Essex - 1 £513 - 1
Norfolk - 1 £500 - 1
Data Cleansing
England

For the 6 months to 10 December 2018, 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 18 (52.94%) Migration
2 16 (47.06%) SAP
3 14 (41.18%) Data Migration
4 12 (35.29%) User Acceptance Testing
4 12 (35.29%) Data Quality
4 12 (35.29%) Finance
4 12 (35.29%) Data Analysis
5 10 (29.41%) System Integration Testing
5 10 (29.41%) SAP S/4HANA
6 9 (26.47%) QA
7 8 (23.53%) Analytical Skills
8 7 (20.59%) PowerShell
8 7 (20.59%) Law
8 7 (20.59%) Windows
8 7 (20.59%) Linux
8 7 (20.59%) Active Directory
9 6 (17.65%) Logistics
9 6 (17.65%) Contingency Planning
10 5 (14.71%) Data Modelling
10 5 (14.71%) ETL
11 4 (11.76%) ERP
11 4 (11.76%) Business Intelligence
11 4 (11.76%) Microsoft
11 4 (11.76%) Microsoft Excel
11 4 (11.76%) Retail
11 4 (11.76%) Data Management
11 4 (11.76%) Enterprise Cloud
11 4 (11.76%) Local Government
12 3 (8.82%) Degree
12 3 (8.82%) Computer Science

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 (2.94%) Skype for Business
Applications
1 4 (11.76%) Microsoft Excel
Business Applications
1 10 (29.41%) SAP S/4HANA
2 3 (8.82%) SAP FI
2 3 (8.82%) SAP HR
3 2 (5.88%) SAP ERP
4 1 (2.94%) Dynamics AX
4 1 (2.94%) Dynamics CRM
4 1 (2.94%) Oracle 11i
4 1 (2.94%) Oracle EBS R12
4 1 (2.94%) Oracle Financials
Cloud Services
1 3 (8.82%) SuccessFactors
2 2 (5.88%) Microsoft Azure
3 1 (2.94%) Mimecast
3 1 (2.94%) Office 365
3 1 (2.94%) OneDrive
3 1 (2.94%) SaaS
Communications & Networking
1 1 (2.94%) DNS
1 1 (2.94%) Skype
Database & Business Intelligence
1 3 (8.82%) SQL Server
2 2 (5.88%) Data Warehouse
2 2 (5.88%) Power BI
2 2 (5.88%) Relational Database
2 2 (5.88%) SQL Server 2012
2 2 (5.88%) SQL Server 2016
2 2 (5.88%) SQL Server Analysis Services
2 2 (5.88%) SQL Server Integration Services
3 1 (2.94%) dBASE
3 1 (2.94%) Microsoft Analysis Services
3 1 (2.94%) SQL Server Reporting Services
General
1 12 (35.29%) Finance
2 7 (20.59%) Law
3 4 (11.76%) Local Government
3 4 (11.76%) Retail
4 2 (5.88%) Pharmaceutical
Job Titles
1 15 (44.12%) Analyst
2 11 (32.35%) Data Analyst
3 7 (20.59%) Active Directory Analyst
4 4 (11.76%) Business Analyst
4 4 (11.76%) Data Business Analyst
5 3 (8.82%) Master Data Analyst
5 3 (8.82%) Product Analyst
5 3 (8.82%) Product Business Analyst
6 2 (5.88%) Data Migration Lead
6 2 (5.88%) Developer
6 2 (5.88%) ERP Analyst
6 2 (5.88%) Project Manager
6 2 (5.88%) SAP Analyst
6 2 (5.88%) SAP Data Analyst
6 2 (5.88%) SAP Data Migration Lead
6 2 (5.88%) Technical Analyst
7 1 (2.94%) Business Intelligence Architect
7 1 (2.94%) Desktop Support Engineer
7 1 (2.94%) ERP Manager
7 1 (2.94%) Migration Analyst
Libraries, Frameworks & Software Standards
1 1 (2.94%) .NET
1 1 (2.94%) Oracle Fusion
1 1 (2.94%) REST
1 1 (2.94%) SOAP
1 1 (2.94%) Web Services
1 1 (2.94%) XML
Miscellaneous
1 8 (23.53%) Analytical Skills
2 4 (11.76%) Enterprise Cloud
3 3 (8.82%) FMCG
4 2 (5.88%) Data Structures
5 1 (2.94%) Management Information System
Operating Systems
1 7 (20.59%) Linux
1 7 (20.59%) Windows
Processes & Methodologies
1 18 (52.94%) Migration
2 14 (41.18%) Data Migration
3 12 (35.29%) Data Analysis
3 12 (35.29%) User Acceptance Testing
4 10 (29.41%) System Integration Testing
5 6 (17.65%) Contingency Planning
5 6 (17.65%) Logistics
6 5 (14.71%) Data Modelling
6 5 (14.71%) ETL
7 4 (11.76%) Business Intelligence
7 4 (11.76%) Data Management
7 4 (11.76%) ERP
8 3 (8.82%) Business Analysis
8 3 (8.82%) Change Management
8 3 (8.82%) Computer Science
8 3 (8.82%) Data Mapping
8 3 (8.82%) Functional Testing
8 3 (8.82%) Procure-to-Pay
9 2 (5.88%) Incident Management
9 2 (5.88%) Supplier Management
Programming Languages
1 7 (20.59%) PowerShell
2 3 (8.82%) SQL
3 2 (5.88%) T-SQL
4 1 (2.94%) FoxPro (VFP)
Qualifications
1 3 (8.82%) Degree
2 2 (5.88%) DBS Check
Quality Assurance & Compliance
1 12 (35.29%) Data Quality
2 9 (26.47%) QA
System Software
1 7 (20.59%) Active Directory
Vendors
1 16 (47.06%) SAP
2 4 (11.76%) Microsoft
3 1 (2.94%) Oracle
3 1 (2.94%) Tableau