The following table provides summary statistics for contract job vacancies advertised in Hertfordshire 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 24 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)
East of England / Hertfordshire
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 52 53 74
Rank change year-on-year +1 +21  
Contract jobs citing Data Cleansing 7 6 1
As % of all contract IT jobs advertised in Hertfordshire 1.12% 0.91% 0.11%
As % of the Processes & Methodologies category 1.39% 1.15% 0.14%
Number of daily rates quoted 2 2 1
Median daily rate £256 £375 £350
Median daily rate % change year-on-year -31.66% +7.14%  
UK excluding London median daily rate £408 £400 £350
% change year-on-year +1.87% +14.28%  
Number of hourly rates quoted 1 0 0
Median hourly rate £10.00 - -
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 Hertfordshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Hertfordshire
Contract job vacancies with a requirement for process and methodology skills 505 520 706
As % of all contract IT job vacancies advertised in Hertfordshire 80.93% 78.79% 78.97%
Number of daily rates quoted 249 272 361
Median daily rate £425 £425 £379
Median daily rate % change year-on-year - +12.23%  
90% offered a daily rate of more than £263 £288 £295
10% offered a daily rate of more than £550 £500 £525
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 35 17 59
Median hourly rate £17.77 £25.00 £32.50
Median hourly rate % change year-on-year -28.92% -23.07%  
90% offered a hourly rate of more than £11.83 £15.00 £10.50
10% offered a hourly rate of more than £45.00 £52.50 £47.50
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 Hertfordshire

The job posting trend of jobs advertised in Hertfordshire 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 Hertfordshire

Data Cleansing
Contractor Daily Rate Trend in Hertfordshire

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

Contractor daily rate trend for Data Cleansing in Hertfordshire

Data Cleansing
Contractor Hourly Rate Trend in Hertfordshire

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

Contractor hourly rate trend for Data Cleansing in Hertfordshire

Data Cleansing
Contract Job Locations in Hertfordshire

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 Hertfordshire region over the 3 months to 24 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
Watford -4 3 £256 -
Hatfield -4 3 - -
Royston - 1 - -
Data Cleansing
East of England

For the 6 months to 24 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 Hertfordshire region with a requirement for Data Cleansing.

1 6 (75.00%) SAP
1 6 (75.00%) Migration
1 6 (75.00%) Data Migration
2 4 (50.00%) ERP
3 2 (25.00%) Oracle ODI
3 2 (25.00%) Oracle GoldenGate
3 2 (25.00%) Data Deduplication
3 2 (25.00%) Data Conversion
3 2 (25.00%) Oracle Database
3 2 (25.00%) Oracle Database 11g
3 2 (25.00%) Change Management
3 2 (25.00%) Finance
3 2 (25.00%) Data Modelling
3 2 (25.00%) ETL
3 2 (25.00%) PL/SQL
3 2 (25.00%) SQL
3 2 (25.00%) Unix
3 2 (25.00%) Oracle
3 2 (25.00%) E-Commerce
4 1 (12.50%) Microsoft Excel
4 1 (12.50%) T-SQL
4 1 (12.50%) JDE OneWorld
4 1 (12.50%) IBM
4 1 (12.50%) Ariba
4 1 (12.50%) JD Edwards
4 1 (12.50%) Pharmaceutical
4 1 (12.50%) Data Mining
4 1 (12.50%) Manufacturing
4 1 (12.50%) SAP HCM
4 1 (12.50%) Unit Testing

Data Cleansing
Co-occurring IT Skills in Hertfordshire 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 1 (12.50%) Microsoft Excel
Business Applications
1 1 (12.50%) Dynamics AX
1 1 (12.50%) JDE OneWorld
1 1 (12.50%) Oracle Assets
1 1 (12.50%) Oracle Cash Management
1 1 (12.50%) Oracle Payables
1 1 (12.50%) Oracle Receivables
1 1 (12.50%) SAP HCM
Cloud Services
1 1 (12.50%) SuccessFactors
Database & Business Intelligence
1 2 (25.00%) Oracle Database
1 2 (25.00%) Oracle Database 11g
1 2 (25.00%) Oracle ODI
2 1 (12.50%) Data Mining
General
1 2 (25.00%) Finance
2 1 (12.50%) General Ledger
2 1 (12.50%) Manufacturing
2 1 (12.50%) Pharmaceutical
Job Titles
1 4 (50.00%) Analyst
1 4 (50.00%) Data Analyst
2 3 (37.50%) Data Migration Analyst
2 3 (37.50%) Migration Analyst
3 1 (12.50%) Cloud Consultant
3 1 (12.50%) Data Consultant
3 1 (12.50%) Data Coordinator
3 1 (12.50%) Data Migration Consultant
3 1 (12.50%) Data Migration Specialist
3 1 (12.50%) Migration Specialist
3 1 (12.50%) Oracle Developer
3 1 (12.50%) PL/SQL Developer
3 1 (12.50%) SAP Analyst
3 1 (12.50%) SAP Consultant
3 1 (12.50%) SAP Data Consultant
3 1 (12.50%) SAP Data Migration Analyst
3 1 (12.50%) SAP Data Migration Consultant
3 1 (12.50%) SAP HCM Consultant
3 1 (12.50%) SAP Migration Consultant
3 1 (12.50%) SQL Developer
Libraries, Frameworks & Software Standards
1 2 (25.00%) Oracle GoldenGate
Miscellaneous
1 1 (12.50%) Virtual Team
Operating Systems
1 2 (25.00%) Unix
Processes & Methodologies
1 6 (75.00%) Data Migration
1 6 (75.00%) Migration
2 4 (50.00%) ERP
3 2 (25.00%) Change Management
3 2 (25.00%) Data Conversion
3 2 (25.00%) Data Deduplication
3 2 (25.00%) Data Modelling
3 2 (25.00%) E-Commerce
3 2 (25.00%) ETL
4 1 (12.50%) Analytics
4 1 (12.50%) Cash Management
4 1 (12.50%) Data Architecture
4 1 (12.50%) Data Extraction
4 1 (12.50%) Data Management
4 1 (12.50%) Logical Data Model
4 1 (12.50%) Master Data Management
4 1 (12.50%) Performance Tuning
4 1 (12.50%) Physical Data Model
4 1 (12.50%) Unit Testing
Programming Languages
1 2 (25.00%) PL/SQL
1 2 (25.00%) SQL
2 1 (12.50%) T-SQL
Quality Assurance & Compliance
1 1 (12.50%) Data Quality
Vendors
1 6 (75.00%) SAP
2 2 (25.00%) Oracle
3 1 (12.50%) Ariba
3 1 (12.50%) IBM
3 1 (12.50%) JD Edwards