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 27 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)
England / East of England
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 122 116 141
Rank change year-on-year -6 +25  
Contract jobs citing Data Cleansing 11 16 8
As % of all contract IT jobs advertised in the East of England 0.47% 0.63% 0.26%
As % of the Processes & Methodologies category 0.56% 0.79% 0.33%
Number of daily rates quoted 4 5 7
Median daily rate £256 £400 £350
Median daily rate % change year-on-year -35.93% +14.28%  
90% offered a daily rate of more than £198 £254 £304
10% offered a daily rate of more than £359 £415 £456
UK excluding London median daily rate £408 £400 £350
% change year-on-year +1.87% +14.28%  
Number of hourly rates quoted 0 1 0
Median hourly rate - £27.50 -
UK excluding London median hourly rate £18.00 £15.25 £33.00
% change year-on-year +18.03% -53.78%  

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 1965 2035 2421
As % of all contract IT job vacancies advertised in the East of England 83.97% 80.12% 80.03%
Number of daily rates quoted 1138 1169 1441
Median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25%  
90% offered a daily rate of more than £290 £260 £275
10% offered a daily rate of more than £575 £575 £525
UK excluding London median daily rate £415 £400 £385
% change year-on-year +3.75% +3.89%  
Number of hourly rates quoted 137 160 179
Median hourly rate £35.00 £31.00 £33.00
Median hourly rate % change year-on-year +12.90% -6.06%  
90% offered a hourly rate of more than £13.64 £16.50 £12.00
10% offered a hourly rate of more than £62.50 £47.00 £50.00
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

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 27 June 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 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 3 months to 27 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
Hertfordshire -3 6 £256 -26.78%
Cambridgeshire -3 2 £175 -56.25%
East Anglia - 2 - -
Norfolk - 1 £400 -
Data Cleansing
England

For the 6 months to 27 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 East of England region with a requirement for Data Cleansing.

1 17 (65.38%) Migration
2 16 (61.54%) Data Migration
3 14 (53.85%) Data Quality
4 13 (50.00%) Data Modelling
5 9 (34.62%) SQL
6 8 (30.77%) Data Management
7 7 (26.92%) Finance
7 7 (26.92%) SAP
8 6 (23.08%) SOA
8 6 (23.08%) UML
8 6 (23.08%) Data Structures
9 5 (19.23%) Data Transformation
9 5 (19.23%) Data Architecture
9 5 (19.23%) ETL
9 5 (19.23%) Business Intelligence
9 5 (19.23%) ERP
9 5 (19.23%) Degree
10 4 (15.38%) Security Cleared
11 3 (11.54%) User Experience
11 3 (11.54%) Data Deduplication
11 3 (11.54%) Change Management
11 3 (11.54%) Project Management
11 3 (11.54%) Oracle
11 3 (11.54%) SQL Server
11 3 (11.54%) C
11 3 (11.54%) SQL Server Integration Services
11 3 (11.54%) SQL Server Reporting Services
12 2 (7.69%) Legal
12 2 (7.69%) Manufacturing
12 2 (7.69%) Validation

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:

Applications
1 2 (7.69%) Microsoft Excel
Business Applications
1 2 (7.69%) Dynamics AX
2 1 (3.85%) JDE OneWorld
2 1 (3.85%) Oracle Assets
2 1 (3.85%) Oracle Cash Management
2 1 (3.85%) Oracle EBS R12
2 1 (3.85%) Oracle Payables
2 1 (3.85%) Oracle Receivables
2 1 (3.85%) SAP HCM
Cloud Services
1 1 (3.85%) SuccessFactors
Database & Business Intelligence
1 3 (11.54%) SQL Server
1 3 (11.54%) SQL Server Integration Services
1 3 (11.54%) SQL Server Reporting Services
2 2 (7.69%) Data Mining
2 2 (7.69%) Data Warehouse
2 2 (7.69%) Oracle Database
2 2 (7.69%) Oracle Database 11g
2 2 (7.69%) Oracle ODI
2 2 (7.69%) QlikView
3 1 (3.85%) Oracle BI EE
3 1 (3.85%) Oracle Reports
General
1 7 (26.92%) Finance
2 2 (7.69%) Legal
2 2 (7.69%) Manufacturing
2 2 (7.69%) Pharmaceutical
3 1 (3.85%) General Ledger
Job Titles
1 11 (42.31%) Analyst
1 11 (42.31%) Data Analyst
2 6 (23.08%) Architect
2 6 (23.08%) Data Architect
3 4 (15.38%) Developer
4 3 (11.54%) Data Migration Analyst
4 3 (11.54%) Migration Analyst
5 2 (7.69%) Data Scientist
5 2 (7.69%) Project Leader
5 2 (7.69%) QlikView Developer
5 2 (7.69%) SQL Developer
5 2 (7.69%) UML Architect
6 1 (3.85%) Consultant
6 1 (3.85%) Coordinator
6 1 (3.85%) Data Migration Specialist
6 1 (3.85%) Enterprise Architect
6 1 (3.85%) ETL Developer
6 1 (3.85%) Oracle Developer
6 1 (3.85%) PL/SQL Developer
6 1 (3.85%) Project Analyst
Libraries, Frameworks & Software Standards
1 2 (7.69%) Oracle GoldenGate
Miscellaneous
1 6 (23.08%) Data Structures
2 3 (11.54%) User Experience
3 2 (7.69%) Analytical Skills
3 2 (7.69%) Virtual Team
Operating Systems
1 2 (7.69%) Unix
Processes & Methodologies
1 17 (65.38%) Migration
2 16 (61.54%) Data Migration
3 13 (50.00%) Data Modelling
4 8 (30.77%) Data Management
5 6 (23.08%) SOA
5 6 (23.08%) UML
6 5 (19.23%) Business Intelligence
6 5 (19.23%) Data Architecture
6 5 (19.23%) Data Transformation
6 5 (19.23%) ERP
6 5 (19.23%) ETL
7 3 (11.54%) Change Management
7 3 (11.54%) Data Deduplication
7 3 (11.54%) Project Management
8 2 (7.69%) Benchmarking
8 2 (7.69%) Customer Requirements
8 2 (7.69%) E-Commerce
8 2 (7.69%) Logistics
8 2 (7.69%) Scorecard
8 2 (7.69%) Validation
Programming Languages
1 9 (34.62%) SQL
2 3 (11.54%) C
3 2 (7.69%) PL/SQL
4 1 (3.85%) T-SQL
4 1 (3.85%) VBA
Qualifications
1 5 (19.23%) Degree
2 4 (15.38%) Security Cleared
3 2 (7.69%) BC Cleared
3 2 (7.69%) BPSS Clearance
Quality Assurance & Compliance
1 14 (53.85%) Data Quality
2 2 (7.69%) Disclosure Scotland
3 1 (3.85%) PMO
Vendors
1 7 (26.92%) SAP
2 3 (11.54%) Oracle
3 2 (7.69%) Ariba
3 2 (7.69%) Microsoft
4 1 (3.85%) Hyperion
4 1 (3.85%) IBM
4 1 (3.85%) JD Edwards