The following table provides summary statistics for contract job vacancies advertised in Yorkshire 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 26 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 Mapping
England / Yorkshire
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 113 121 111
Rank change year-on-year +8 -10  
Contract jobs citing Data Mapping 6 24 31
As % of all contract IT jobs advertised in Yorkshire 0.30% 0.87% 1.05%
As % of the Processes & Methodologies category 0.35% 1.00% 1.25%
Number of daily rates quoted 2 15 28
Median daily rate £315 £400 £325
Median daily rate % change year-on-year -21.25% +23.07%  
90% offered a daily rate of more than £231 £375 £307
10% offered a daily rate of more than £399 £550 £376
UK excluding London median daily rate £411 £400 £350
% change year-on-year +2.81% +14.28%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £21.50 - £37.80

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 Yorkshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Yorkshire
Contract job vacancies with a requirement for process and methodology skills 1699 2399 2475
As % of all contract IT job vacancies advertised in Yorkshire 84.44% 86.51% 83.61%
Number of daily rates quoted 1112 1668 1729
Median daily rate £413 £425 £365
Median daily rate % change year-on-year -2.94% +16.43%  
90% offered a daily rate of more than £300 £313 £275
10% offered a daily rate of more than £544 £570 £500
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 48 34 55
Median hourly rate £16.00 £15.50 £17.00
Median hourly rate % change year-on-year +3.22% -8.82%  
90% offered a hourly rate of more than £9.16 £10.52 £10.50
10% offered a hourly rate of more than £28.27 £23.50 £45.00
UK excluding London median hourly rate £34.00 £28.50 £30.00
% change year-on-year +19.29% -5.00%  

Data Mapping
Job Vacancy Trend in Yorkshire

The job posting trend of jobs advertised in Yorkshire 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 Yorkshire

Data Mapping
Contractor Daily Rate Trend in Yorkshire

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

Contractor daily rate trend for Data Mapping in Yorkshire

Data Mapping
Contractor Daily Rate Histogram in Yorkshire

The daily rate distribution of IT jobs citing Data Mapping in Yorkshire over the 3 months to 26 June 2017.

Contractor daily rate histogram for Data Mapping in Yorkshire

Data Mapping
Contractor Hourly Rate Trend in Yorkshire

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

Contractor hourly rate trend for Data Mapping in Yorkshire

Data Mapping
Contract Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Mapping within the Yorkshire region over the 3 months to 26 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
West Yorkshire 0 6 £315 -21.25% 1
Data Mapping
England

For the 6 months to 26 June 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 Yorkshire region with a requirement for Data Mapping.

1 7 (53.85%) Data Modelling
2 6 (46.15%) ETL
3 5 (38.46%) Finance
3 5 (38.46%) Migration
3 5 (38.46%) SQL
3 5 (38.46%) T-SQL
3 5 (38.46%) SQL Server Integration Services
4 4 (30.77%) Data Analysis
4 4 (30.77%) Data Migration
5 3 (23.08%) RDBMS
5 3 (23.08%) SQL Server
5 3 (23.08%) Visual Studio
5 3 (23.08%) Data Warehouse
5 3 (23.08%) Validation
5 3 (23.08%) Data Cleansing
5 3 (23.08%) Data Integration
5 3 (23.08%) Data Quality
5 3 (23.08%) Big Data
5 3 (23.08%) SSDT
5 3 (23.08%) Data Reconciliation
5 3 (23.08%) Relational Database
5 3 (23.08%) SQL Server Management Studio (SSMS)
5 3 (23.08%) Systems Analysis
5 3 (23.08%) SQL Server Reporting Services
5 3 (23.08%) User Acceptance Testing
5 3 (23.08%) Data Transformation
6 2 (15.38%) Business Analysis
6 2 (15.38%) QA
6 2 (15.38%) Agile Software Development
6 2 (15.38%) Data Management

Data Mapping
Co-occurring IT Skills in Yorkshire 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:

Application Platforms
1 2 (15.38%) SAS
Business Applications
1 1 (7.69%) Maximo
Database & Business Intelligence
1 5 (38.46%) SQL Server Integration Services
2 3 (23.08%) Big Data
2 3 (23.08%) Data Warehouse
2 3 (23.08%) RDBMS
2 3 (23.08%) Relational Database
2 3 (23.08%) SQL Server
2 3 (23.08%) SQL Server Reporting Services
2 3 (23.08%) SSDT
3 1 (7.69%) BusinessObjects
3 1 (7.69%) BusinessObjects Dashboards
3 1 (7.69%) Data Mining
3 1 (7.69%) OLAP
3 1 (7.69%) Oracle OLAP
3 1 (7.69%) QlikView
Development Applications
1 3 (23.08%) SQL Server Management Studio (SSMS)
1 3 (23.08%) Visual Studio
General
1 5 (38.46%) Finance
2 2 (15.38%) Banking
3 1 (7.69%) Games
Job Titles
1 6 (46.15%) Analyst
2 4 (30.77%) Business Analyst
3 3 (23.08%) Business Systems Analyst
3 3 (23.08%) Developer
3 3 (23.08%) Finance Business Analyst
3 3 (23.08%) Financial Analyst
3 3 (23.08%) Financial Business Analyst
4 2 (15.38%) Business Integration Analyst
4 2 (15.38%) Data Migration Lead
4 2 (15.38%) ETL Developer
4 2 (15.38%) Finance Systems Analyst
4 2 (15.38%) Integration Analyst
4 2 (15.38%) Logistics Analyst
4 2 (15.38%) Logistics Business Analyst
4 2 (15.38%) Systems Integration Analyst
4 2 (15.38%) Technical Leader
5 1 (7.69%) Data Analyst
5 1 (7.69%) Data Architect
5 1 (7.69%) IT Programme Manager
5 1 (7.69%) SAP BusinessObjects (BO) Analyst
Libraries, Frameworks & Software Standards
1 1 (7.69%) XML
1 1 (7.69%) XML Schema
Miscellaneous
1 1 (7.69%) Data Structures
Processes & Methodologies
1 7 (53.85%) Data Modelling
2 6 (46.15%) ETL
3 5 (38.46%) Migration
4 4 (30.77%) Data Analysis
4 4 (30.77%) Data Migration
5 3 (23.08%) Data Cleansing
5 3 (23.08%) Data Integration
5 3 (23.08%) Data Reconciliation
5 3 (23.08%) Data Transformation
5 3 (23.08%) Systems Analysis
5 3 (23.08%) User Acceptance Testing
5 3 (23.08%) Validation
6 2 (15.38%) Agile Software Development
6 2 (15.38%) Business Analysis
6 2 (15.38%) Business Intelligence
6 2 (15.38%) Data Management
6 2 (15.38%) Logistics
7 1 (7.69%) GAP Analysis
7 1 (7.69%) Information Management
7 1 (7.69%) Stakeholder Management
Programming Languages
1 5 (38.46%) SQL
1 5 (38.46%) T-SQL
2 2 (15.38%) C#
Qualifications
1 1 (7.69%) Security Cleared
Quality Assurance & Compliance
1 3 (23.08%) Data Quality
2 2 (15.38%) QA
Systems Management
1 1 (7.69%) Oracle EDQ
Vendors
1 2 (15.38%) Oracle
2 1 (7.69%) DataFlux
2 1 (7.69%) Infor
2 1 (7.69%) SAP