The table below looks at the statistics for Data Cleansing skills in IT contracts advertised for the Hertfordshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Cleansing over the 3 months to 7 December 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Data Cleansing (Data Cleaning, Data Scrubbing)
Rank 43 59 64
Rank change year-on-year
+16 +5
Contract jobs citing Data Cleansing 19 1 1
As % of all contract IT jobs located in Hertfordshire 3.01% 0.15% 0.14%
As % of the Processes & Methodologies category 3.97% 0.21% 0.18%
Number of daily rates quoted 12 1 1
Median daily rate £468 £375 £200
Median daily rate % change year-on-year
+24.80% +87.50%
UK excluding London median daily rate £425 £400 £356
% change year-on-year
+6.25% +12.28%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £19.72 £11.31 £10.50
% change year-on-year
+74.43% +7.66%
Data Cleansing
East of England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Hertfordshire region.

Processes & Methodologies Category
Hertfordshire
Contract IT job ads with a match in the
Processes & Methodologies category
479 479 559
As % of all contract IT jobs located in Hertfordshire 75.91% 73.81% 76.89%
Number of daily rates quoted 275 245 337
Median daily rate £438 £450 £400
Median daily rate % change year-on-year
-2.77% +12.50%
90% offered a daily rate of more than £263 £280 £260
10% offered a daily rate of more than £550 £575 £525
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 24 33 24
Median hourly rate £45.00 £27.50 £22.00
Median hourly rate % change year-on-year
+63.63% +25.00%
90% offered a hourly rate of more than £10.60 £11.00 £11.50
10% offered a hourly rate of more than £55.50 £47.00 £41.50
UK excluding London median hourly rate £31.00 £35.00 £25.00
% change year-on-year
-11.42% +40.00%

Data Cleansing
Jobs Demand Trend in Hertfordshire

The demand trend of contract jobs across the Hertfordshire region citing Data Cleansing as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Cleansing Jobs Demand Trend in Hertfordshire

Data Cleansing
Daily Rate Trend in Hertfordshire

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

Data Cleansing Daily Rate Trend in Hertfordshire

Data Cleansing
Daily Rate Histogram in Hertfordshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Cleansing across the Hertfordshire region over the 3 months to 7 December 2016.

Data Cleansing Daily Rate Histogram in Hertfordshire

Data Cleansing
Hourly Rate Trend in Hertfordshire

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

Data Cleansing Hourly Rate Trend 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 7 December 2016. 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
(Click see detailed
statistics and trends)
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
Hemel Hempstead - 12 £469 -
Watford - 3 £450 -
Harpenden - 1 - -
Data Cleansing
East of England

Data Cleansing
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 7 December 2016, 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 22 (91.67%) Migration
1 22 (91.67%) Data Migration
2 20 (83.33%) SAP
3 12 (50.00%) XML
3 12 (50.00%) SAP HR
3 12 (50.00%) Finance
3 12 (50.00%) BAPI
3 12 (50.00%) LSMW
4 11 (45.83%) Security Cleared
5 10 (41.67%) SC Cleared
6 9 (37.50%) Analytical Skills
7 7 (29.17%) Data Modelling
7 7 (29.17%) Data Architecture
7 7 (29.17%) Analytics
7 7 (29.17%) SuccessFactors
8 6 (25.00%) Data Mapping
9 5 (20.83%) ERP
9 5 (20.83%) Data Transformation
9 5 (20.83%) Data Structures
10 4 (16.67%) Data Quality
10 4 (16.67%) Data Integration
11 3 (12.50%) Quality Management
11 3 (12.50%) Change Management
11 3 (12.50%) Data Security
11 3 (12.50%) Validation
11 3 (12.50%) PeopleSoft
11 3 (12.50%) Northgate
11 3 (12.50%) Data Analysis
11 3 (12.50%) SAP HCM
11 3 (12.50%) Data Protection

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 (50.00%) SAP HR
2 3 (12.50%) SAP HCM
3 2 (8.33%) SAP ERP
4 1 (4.17%) Salesforce.com CRM
4 1 (4.17%) SAP CRM
Cloud Services
1 7 (29.17%) SuccessFactors
Database & Business Intelligence
1 2 (8.33%) Qlik Sense
Development Applications
1 12 (50.00%) LSMW
General
1 12 (50.00%) Finance
2 1 (4.17%) Marketing
Job Titles
1 8 (33.33%) Data Migration Specialist
1 8 (33.33%) HR Specialist
1 8 (33.33%) Migration Specialist
2 7 (29.17%) Data Manager
3 6 (25.00%) Analyst
4 5 (20.83%) Data Analyst
4 5 (20.83%) SAP Data Manager
4 5 (20.83%) SAP Manager
5 4 (16.67%) Consultant
5 4 (16.67%) Data Consultant
5 4 (16.67%) Data Migration Consultant
5 4 (16.67%) Data Migration Manager
5 4 (16.67%) Migration Consultant
5 4 (16.67%) Migration Manager
6 3 (12.50%) HR Manager
6 3 (12.50%) SAP Data Migration Specialist
6 3 (12.50%) SAP HR Specialist
7 2 (8.33%) SAP Data Migration Manager
8 1 (4.17%) SAP Data Consultant
8 1 (4.17%) SAP Data Migration Consultant
Libraries, Frameworks & Software Standards
1 12 (50.00%) BAPI
1 12 (50.00%) XML
Miscellaneous
1 9 (37.50%) Analytical Skills
2 5 (20.83%) Data Structures
3 4 (16.67%) Data Integration
4 3 (12.50%) Data Conversion
5 1 (4.17%) RIA
Processes & Methodologies
1 22 (91.67%) Data Migration
1 22 (91.67%) Migration
2 7 (29.17%) Analytics
2 7 (29.17%) Data Architecture
2 7 (29.17%) Data Modelling
3 6 (25.00%) Data Mapping
4 5 (20.83%) Data Transformation
4 5 (20.83%) ERP
5 3 (12.50%) Change Management
5 3 (12.50%) Continuous Improvement
5 3 (12.50%) Data Analysis
5 3 (12.50%) Data Governance
5 3 (12.50%) Data Protection
5 3 (12.50%) Data Security
5 3 (12.50%) Data Validation
5 3 (12.50%) Quality Management
5 3 (12.50%) Validation
6 2 (8.33%) CRM
7 1 (4.17%) Agile Software Development
7 1 (4.17%) Project Management
Qualifications
1 11 (45.83%) Security Cleared
2 10 (41.67%) SC Cleared
Quality Assurance & Compliance
1 4 (16.67%) Data Quality
Vendors
1 20 (83.33%) SAP
2 3 (12.50%) Northgate
2 3 (12.50%) PeopleSoft
3 2 (8.33%) IBM
3 2 (8.33%) Salesforce.com