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 27 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
27 Mar 2017
Same period 2016 Same period 2015
Data Cleansing (Data Cleaning, Data Scrubbing)
East of England / Hertfordshire
Rank 56 54 64
Rank change year-on-year -2 +10  
Contract jobs citing Data Cleansing 2 4 2
As % of all contract IT jobs advertised in Hertfordshire 0.34% 0.58% 0.28%
As % of the Processes & Methodologies category 0.43% 0.77% 0.37%
Number of daily rates quoted 1 3 1
Median daily rate £425 £375 £400
Median daily rate % change year-on-year +13.33% -6.25%  
UK excluding London median daily rate £350 £425 £400
% change year-on-year -17.64% +6.25%  
Number of hourly rates quoted 1 0 0
Median hourly rate £10.00 - -
UK excluding London median hourly rate £12.31 £13.50 £33.67
% change year-on-year -8.79% -59.89%  

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 462 521 541
As % of all contract IT job vacancies advertised in Hertfordshire 78.04% 76.17% 76.41%
Number of daily rates quoted 249 277 282
Median daily rate £475 £425 £400
Median daily rate % change year-on-year +11.76% +6.25%  
90% offered a daily rate of more than £275 £302 £275
10% offered a daily rate of more than £613 £558 £544
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 28 33 31
Median hourly rate £45.00 £38.00 £16.25
Median hourly rate % change year-on-year +18.42% +133.84%  
90% offered a hourly rate of more than £27.50 £9.16 £10.45
10% offered a hourly rate of more than £52.50 £49.50 £37.60
UK excluding London median hourly rate £36.25 £38.50 £30.20
% change year-on-year -5.84% +27.48%  

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 hourly rates quoted in IT contractor 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 27 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
Royston - 1 - -
Watford - 1 £425 -
Data Cleansing
East of England

Data Cleansing
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 27 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 Hertfordshire region with a requirement for Data Cleansing.

1 21 (95.45%) SAP
2 20 (90.91%) Migration
2 20 (90.91%) Data Migration
3 12 (54.55%) Finance
3 12 (54.55%) BAPI
3 12 (54.55%) LSMW
3 12 (54.55%) XML
3 12 (54.55%) SAP HR
4 11 (50.00%) Security Cleared
5 10 (45.45%) SC Cleared
6 9 (40.91%) Analytical Skills
7 5 (22.73%) Data Transformation
7 5 (22.73%) SuccessFactors
7 5 (22.73%) Data Structures
7 5 (22.73%) SAP HCM
7 5 (22.73%) Data Architecture
7 5 (22.73%) Data Mapping
7 5 (22.73%) ERP
7 5 (22.73%) Data Modelling
8 4 (18.18%) Analytics
8 4 (18.18%) Data Quality
9 3 (13.64%) Continuous Improvement
9 3 (13.64%) Data Governance
9 3 (13.64%) Data Protection
9 3 (13.64%) Data Validation
9 3 (13.64%) Data Conversion
9 3 (13.64%) IBM
9 3 (13.64%) Quality Management
9 3 (13.64%) Change Management
9 3 (13.64%) Data Security

Data Cleansing
Top Related 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:

Business Applications
1 12 (54.55%) SAP HR
2 5 (22.73%) SAP HCM
3 2 (9.09%) SAP ERP
4 1 (4.55%) JDE OneWorld
4 1 (4.55%) Salesforce.com CRM
Cloud Services
1 5 (22.73%) SuccessFactors
Development Applications
1 12 (54.55%) LSMW
General
1 12 (54.55%) Finance
Job Titles
1 8 (36.36%) Data Migration Specialist
1 8 (36.36%) HR Specialist
1 8 (36.36%) Migration Specialist
2 7 (31.82%) Data Manager
3 6 (27.27%) Consultant
3 6 (27.27%) Data Consultant
3 6 (27.27%) Data Migration Consultant
3 6 (27.27%) Migration Consultant
4 5 (22.73%) SAP Data Manager
4 5 (22.73%) SAP Manager
5 4 (18.18%) Data Migration Manager
5 4 (18.18%) Migration Manager
6 3 (13.64%) HR Manager
6 3 (13.64%) SAP Data Migration Specialist
6 3 (13.64%) SAP HR Specialist
7 2 (9.09%) SAP Consultant
7 2 (9.09%) SAP Data Consultant
7 2 (9.09%) SAP Data Migration Consultant
7 2 (9.09%) SAP Data Migration Manager
7 2 (9.09%) SAP Migration Consultant
Libraries, Frameworks & Software Standards
1 12 (54.55%) BAPI
1 12 (54.55%) XML
Miscellaneous
1 9 (40.91%) Analytical Skills
2 5 (22.73%) Data Structures
3 1 (4.55%) RIA
Processes & Methodologies
1 20 (90.91%) Data Migration
1 20 (90.91%) Migration
2 5 (22.73%) Data Architecture
2 5 (22.73%) Data Mapping
2 5 (22.73%) Data Modelling
2 5 (22.73%) Data Transformation
2 5 (22.73%) ERP
3 4 (18.18%) Analytics
4 3 (13.64%) Change Management
4 3 (13.64%) Continuous Improvement
4 3 (13.64%) Data Analysis
4 3 (13.64%) Data Conversion
4 3 (13.64%) Data Governance
4 3 (13.64%) Data Protection
4 3 (13.64%) Data Security
4 3 (13.64%) Data Validation
4 3 (13.64%) Quality Management
4 3 (13.64%) Validation
5 1 (4.55%) Agile Software Development
5 1 (4.55%) CRM
Qualifications
1 11 (50.00%) Security Cleared
2 10 (45.45%) SC Cleared
Quality Assurance & Compliance
1 4 (18.18%) Data Quality
Vendors
1 21 (95.45%) SAP
2 3 (13.64%) IBM
2 3 (13.64%) Northgate
2 3 (13.64%) PeopleSoft
3 1 (4.55%) JD Edwards
3 1 (4.55%) Salesforce.com