The following table provides summary statistics for contract job vacancies advertised in West 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 25 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
Yorkshire / West Yorkshire
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 94 99 88
Rank change year-on-year +5 -11  
Contract jobs citing Data Mapping 6 22 32
As % of all contract IT jobs advertised in West Yorkshire 0.43% 1.09% 1.51%
As % of the Processes & Methodologies category 0.49% 1.24% 1.76%
Number of daily rates quoted 2 14 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 £520 £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 West Yorkshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
West Yorkshire
Contract job vacancies with a requirement for process and methodology skills 1223 1770 1814
As % of all contract IT job vacancies advertised in West Yorkshire 86.74% 87.58% 85.77%
Number of daily rates quoted 829 1220 1294
Median daily rate £403 £425 £360
Median daily rate % change year-on-year -5.29% +18.05%  
90% offered a daily rate of more than £310 £318 £275
10% offered a daily rate of more than £538 £550 £500
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 28 18 32
Median hourly rate £10.89 £14.50 £35.00
Median hourly rate % change year-on-year -24.93% -58.57%  
90% offered a hourly rate of more than £8.79 £10.20 £12.00
10% offered a hourly rate of more than £28.02 £170.00 £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 West Yorkshire

The job posting trend of jobs advertised in West 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 West Yorkshire

Data Mapping
Contractor Daily Rate Trend in West Yorkshire

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

Contractor daily rate trend for Data Mapping in West Yorkshire

Data Mapping
Contractor Daily Rate Histogram in West Yorkshire

The daily rate distribution of IT jobs citing Data Mapping in West Yorkshire over the 3 months to 25 June 2017.

Contractor daily rate histogram for Data Mapping in West Yorkshire

Data Mapping
Contract Job Locations in West 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 West Yorkshire region over the 3 months to 25 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
Leeds +8 5 £315 -21.25% 1
Data Mapping
Yorkshire

For the 6 months to 25 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 West Yorkshire region with a requirement for Data Mapping.

1 7 (58.33%) Data Modelling
2 6 (50.00%) ETL
3 5 (41.67%) SQL
3 5 (41.67%) T-SQL
3 5 (41.67%) Migration
3 5 (41.67%) SQL Server Integration Services
4 4 (33.33%) Data Analysis
4 4 (33.33%) Data Migration
4 4 (33.33%) Finance
5 3 (25.00%) Validation
5 3 (25.00%) SQL Server
5 3 (25.00%) Visual Studio
5 3 (25.00%) Data Warehouse
5 3 (25.00%) RDBMS
5 3 (25.00%) Data Quality
5 3 (25.00%) Big Data
5 3 (25.00%) SSDT
5 3 (25.00%) Data Transformation
5 3 (25.00%) Data Cleansing
5 3 (25.00%) Data Integration
5 3 (25.00%) SQL Server Reporting Services
5 3 (25.00%) Data Reconciliation
5 3 (25.00%) Relational Database
5 3 (25.00%) SQL Server Management Studio (SSMS)
6 2 (16.67%) User Acceptance Testing
6 2 (16.67%) Business Analysis
6 2 (16.67%) QA
6 2 (16.67%) Systems Analysis
6 2 (16.67%) Data Management
6 2 (16.67%) SAS

Data Mapping
Co-occurring IT Skills in West 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 (16.67%) SAS
Business Applications
1 1 (8.33%) Maximo
Database & Business Intelligence
1 5 (41.67%) SQL Server Integration Services
2 3 (25.00%) Big Data
2 3 (25.00%) Data Warehouse
2 3 (25.00%) RDBMS
2 3 (25.00%) Relational Database
2 3 (25.00%) SQL Server
2 3 (25.00%) SQL Server Reporting Services
2 3 (25.00%) SSDT
3 1 (8.33%) BusinessObjects
3 1 (8.33%) BusinessObjects Dashboards
3 1 (8.33%) Data Mining
3 1 (8.33%) OLAP
3 1 (8.33%) Oracle OLAP
3 1 (8.33%) QlikView
Development Applications
1 3 (25.00%) SQL Server Management Studio (SSMS)
1 3 (25.00%) Visual Studio
General
1 4 (33.33%) Finance
2 1 (8.33%) Banking
2 1 (8.33%) Games
Job Titles
1 5 (41.67%) Analyst
2 3 (25.00%) Business Analyst
2 3 (25.00%) Developer
3 2 (16.67%) Business Systems Analyst
3 2 (16.67%) Data Migration Lead
3 2 (16.67%) ETL Developer
3 2 (16.67%) Finance Business Analyst
3 2 (16.67%) Financial Analyst
3 2 (16.67%) Financial Business Analyst
3 2 (16.67%) Technical Leader
4 1 (8.33%) Asset Management Analyst
4 1 (8.33%) Asset Management Business Analyst
4 1 (8.33%) Business Integration Analyst
4 1 (8.33%) Business Intelligence Developer
4 1 (8.33%) Data Migration Developer
4 1 (8.33%) Finance Systems Analyst
4 1 (8.33%) Integration Analyst
4 1 (8.33%) Logistics Analyst
4 1 (8.33%) Systems Integration Analyst
4 1 (8.33%) XML Analyst
Libraries, Frameworks & Software Standards
1 1 (8.33%) XML
1 1 (8.33%) XML Schema
Miscellaneous
1 1 (8.33%) Data Structures
Processes & Methodologies
1 7 (58.33%) Data Modelling
2 6 (50.00%) ETL
3 5 (41.67%) Migration
4 4 (33.33%) Data Analysis
4 4 (33.33%) Data Migration
5 3 (25.00%) Data Cleansing
5 3 (25.00%) Data Integration
5 3 (25.00%) Data Reconciliation
5 3 (25.00%) Data Transformation
5 3 (25.00%) Validation
6 2 (16.67%) Agile Software Development
6 2 (16.67%) Business Analysis
6 2 (16.67%) Business Intelligence
6 2 (16.67%) Data Management
6 2 (16.67%) Systems Analysis
6 2 (16.67%) User Acceptance Testing
7 1 (8.33%) GAP Analysis
7 1 (8.33%) Information Management
7 1 (8.33%) Logistics
7 1 (8.33%) Stakeholder Management
Programming Languages
1 5 (41.67%) SQL
1 5 (41.67%) T-SQL
2 2 (16.67%) C#
Qualifications
1 1 (8.33%) Security Cleared
Quality Assurance & Compliance
1 3 (25.00%) Data Quality
2 2 (16.67%) QA
Systems Management
1 1 (8.33%) Oracle EDQ
Vendors
1 2 (16.67%) Oracle
2 1 (8.33%) DataFlux
2 1 (8.33%) Infor
2 1 (8.33%) SAP