The following table provides summary statistics for contract job vacancies advertised in Hertfordshire with a requirement for Data Mapping skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Mapping over the 3 months to 24 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
24 Mar 2017
Same period 2016 Same period 2015
Data Mapping
East of England / Hertfordshire
Rank 55 57 64
Rank change year-on-year +2 +7  
Contract jobs citing Data Mapping 1 1 2
As % of all contract IT jobs advertised in Hertfordshire 0.16% 0.15% 0.29%
As % of the Processes & Methodologies category 0.21% 0.20% 0.38%
Number of daily rates quoted 1 0 2
Median daily rate £450 - £394
UK excluding London median daily rate £450 £400 £400
% change year-on-year +12.50% -  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - £18.00

Data Mapping 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 484 509 529
As % of all contract IT job vacancies advertised in Hertfordshire 78.32% 75.63% 76.89%
Number of daily rates quoted 263 273 276
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 £288 £305 £275
10% offered a daily rate of more than £600 £563 £575
UK excluding London median daily rate £410 £400 £400
% change year-on-year +2.50% -  
Number of hourly rates quoted 28 33 30
Median hourly rate £45.00 £38.00 £16.50
Median hourly rate % change year-on-year +18.42% +130.30%  
90% offered a hourly rate of more than £30.00 £9.16 £10.40
10% offered a hourly rate of more than £52.50 £49.50 £37.70
UK excluding London median hourly rate £36.00 £39.00 £30.00
% change year-on-year -7.69% +30.00%  

Data Mapping
Job Vacancy Trend in Hertfordshire

The job posting trend of jobs advertised in Hertfordshire citing Data Mapping as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Mapping in Hertfordshire

Data Mapping
Contractor Daily Rate Trend in Hertfordshire

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

Contractor daily rate trend for Data Mapping in Hertfordshire

Data Mapping
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 24 March 2017, IT contractor jobs citing Data Mapping 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 Mapping.

1 6 (85.71%) SAP
1 6 (85.71%) Migration
1 6 (85.71%) Finance
2 5 (71.43%) SAP HR
2 5 (71.43%) LSMW
2 5 (71.43%) BAPI
2 5 (71.43%) XML
2 5 (71.43%) Data Migration
2 5 (71.43%) Data Cleansing
2 5 (71.43%) Data Transformation
2 5 (71.43%) Data Structures
3 4 (57.14%) Analytical Skills
3 4 (57.14%) Security Cleared
3 4 (57.14%) ERP
4 3 (42.86%) PeopleSoft
4 3 (42.86%) Validation
4 3 (42.86%) SAP ERP
4 3 (42.86%) Northgate
4 3 (42.86%) Data Validation
4 3 (42.86%) SC Cleared
5 1 (14.29%) Kimball Methodology
5 1 (14.29%) SQL Server 2008
5 1 (14.29%) SQL Server 2014
5 1 (14.29%) SQL Server Integration Services
5 1 (14.29%) SQL Server Reporting Services
5 1 (14.29%) SAP FI-AA
5 1 (14.29%) SQL Server Analysis Services
5 1 (14.29%) Primavera
5 1 (14.29%) Data Modelling
5 1 (14.29%) Data Mining

Data Mapping
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 5 (71.43%) SAP HR
2 3 (42.86%) SAP ERP
3 1 (14.29%) Maximo
3 1 (14.29%) Primavera
3 1 (14.29%) SAP FI-AA
Database & Business Intelligence
1 1 (14.29%) Data Mining
1 1 (14.29%) Data Warehouse
1 1 (14.29%) SQL Server
1 1 (14.29%) SQL Server 2008
1 1 (14.29%) SQL Server 2014
1 1 (14.29%) SQL Server Analysis Services
1 1 (14.29%) SQL Server Integration Services
1 1 (14.29%) SQL Server Reporting Services
Development Applications
1 5 (71.43%) LSMW
General
1 6 (85.71%) Finance
Job Titles
1 4 (57.14%) Data Migration Specialist
1 4 (57.14%) HR Specialist
1 4 (57.14%) Migration Specialist
2 2 (28.57%) SAP Data Migration Specialist
2 2 (28.57%) SAP HR Specialist
3 1 (14.29%) Data Consultant
3 1 (14.29%) Data Migration Consultant
3 1 (14.29%) Data Migration Manager
3 1 (14.29%) Data Warehouse Developer
3 1 (14.29%) ERP Consultant
3 1 (14.29%) ERP Specialist
3 1 (14.29%) HR Consultant
3 1 (14.29%) HR Manager
3 1 (14.29%) Migration Manager
3 1 (14.29%) SAP Consultant
3 1 (14.29%) SAP Data Consultant
3 1 (14.29%) SAP Data Migration Consultant
3 1 (14.29%) SAP HR Consultant
3 1 (14.29%) SAP Migration Consultant
3 1 (14.29%) SQL Server Data Warehouse Developer
Libraries, Frameworks & Software Standards
1 5 (71.43%) BAPI
1 5 (71.43%) XML
Miscellaneous
1 5 (71.43%) Data Structures
2 4 (57.14%) Analytical Skills
Processes & Methodologies
1 6 (85.71%) Migration
2 5 (71.43%) Data Cleansing
2 5 (71.43%) Data Migration
2 5 (71.43%) Data Transformation
3 4 (57.14%) ERP
4 3 (42.86%) Data Validation
4 3 (42.86%) Validation
5 1 (14.29%) Business Intelligence
5 1 (14.29%) Data Modelling
5 1 (14.29%) Kimball Methodology
Programming Languages
1 1 (14.29%) SQL
Qualifications
1 4 (57.14%) Security Cleared
2 3 (42.86%) SC Cleared
Vendors
1 6 (85.71%) SAP
2 3 (42.86%) Northgate
2 3 (42.86%) PeopleSoft
3 1 (14.29%) Microsoft