The following table provides summary statistics for contract job vacancies advertised in Leeds 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
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 85 93 75
Rank change year-on-year +8 -18  
Contract jobs citing Data Mapping 5 15 28
As % of all contract IT jobs advertised in Leeds 0.46% 1.02% 1.83%
As % of the Processes & Methodologies category 0.52% 1.15% 2.11%
Number of daily rates quoted 2 7 25
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 £365 £304
10% offered a daily rate of more than £399 £400 £335
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 Leeds with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Leeds
Contract job vacancies with a requirement for process and methodology skills 957 1310 1326
As % of all contract IT job vacancies advertised in Leeds 88.45% 88.87% 86.72%
Number of daily rates quoted 653 931 984
Median daily rate £403 £425 £351
Median daily rate % change year-on-year -5.29% +21.08%  
90% offered a daily rate of more than £315 £320 £275
10% offered a daily rate of more than £525 £565 £515
UK excluding London median daily rate £415 £400 £380
% change year-on-year +3.75% +5.26%  
Number of hourly rates quoted 9 12 22
Median hourly rate £15.25 £14.50 £16.50
Median hourly rate % change year-on-year +5.17% -12.12%  
90% offered a hourly rate of more than £12.00 £10.20 £9.38
10% offered a hourly rate of more than £29.34 £170.00 £175.00
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 Leeds

The job posting trend of jobs advertised in Leeds 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 Leeds

Data Mapping
Contractor Daily Rate Trend in Leeds

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

Contractor daily rate trend for Data Mapping in Leeds

Data Mapping
Contractor Daily Rate Histogram in Leeds

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

Contractor daily rate histogram for Data Mapping in Leeds

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 Leeds region with a requirement for Data Mapping.

1 7 (77.78%) Data Modelling
2 4 (44.44%) Migration
2 4 (44.44%) ETL
2 4 (44.44%) Data Analysis
3 3 (33.33%) SQL Server Integration Services
3 3 (33.33%) Data Cleansing
3 3 (33.33%) Data Integration
3 3 (33.33%) Data Migration
3 3 (33.33%) Data Quality
3 3 (33.33%) SSDT
3 3 (33.33%) Data Transformation
3 3 (33.33%) Data Reconciliation
3 3 (33.33%) Relational Database
3 3 (33.33%) SQL Server Management Studio (SSMS)
3 3 (33.33%) RDBMS
3 3 (33.33%) SQL
3 3 (33.33%) T-SQL
3 3 (33.33%) SQL Server
3 3 (33.33%) Visual Studio
3 3 (33.33%) Finance
3 3 (33.33%) Validation
3 3 (33.33%) SQL Server Reporting Services
4 2 (22.22%) Business Intelligence
4 2 (22.22%) Data Management
4 2 (22.22%) Oracle
4 2 (22.22%) SAS
4 2 (22.22%) QA
4 2 (22.22%) Business Analysis
4 2 (22.22%) User Acceptance Testing
4 2 (22.22%) Systems Analysis

Data Mapping
Co-occurring IT Skills in Leeds 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 (22.22%) SAS
Business Applications
1 1 (11.11%) Maximo
Database & Business Intelligence
1 3 (33.33%) RDBMS
1 3 (33.33%) Relational Database
1 3 (33.33%) SQL Server
1 3 (33.33%) SQL Server Integration Services
1 3 (33.33%) SQL Server Reporting Services
1 3 (33.33%) SSDT
2 1 (11.11%) Big Data
2 1 (11.11%) BusinessObjects
2 1 (11.11%) BusinessObjects Dashboards
2 1 (11.11%) Data Mining
2 1 (11.11%) Data Warehouse
2 1 (11.11%) OLAP
2 1 (11.11%) Oracle OLAP
2 1 (11.11%) QlikView
Development Applications
1 3 (33.33%) SQL Server Management Studio (SSMS)
1 3 (33.33%) Visual Studio
General
1 3 (33.33%) Finance
2 1 (11.11%) Banking
Job Titles
1 5 (55.56%) Analyst
2 3 (33.33%) Business Analyst
3 2 (22.22%) Business Systems Analyst
3 2 (22.22%) Data Migration Lead
3 2 (22.22%) Finance Business Analyst
3 2 (22.22%) Financial Analyst
3 2 (22.22%) Financial Business Analyst
3 2 (22.22%) Technical Leader
4 1 (11.11%) Asset Management Analyst
4 1 (11.11%) Asset Management Business Analyst
4 1 (11.11%) Business Data Analyst
4 1 (11.11%) Business Integration Analyst
4 1 (11.11%) Business Intelligence Developer
4 1 (11.11%) Data Migration Developer
4 1 (11.11%) Finance Systems Analyst
4 1 (11.11%) Integration Analyst
4 1 (11.11%) Logistics Analyst
4 1 (11.11%) Logistics Business Analyst
4 1 (11.11%) Systems Integration Analyst
4 1 (11.11%) XML Analyst
Libraries, Frameworks & Software Standards
1 1 (11.11%) XML
1 1 (11.11%) XML Schema
Miscellaneous
1 1 (11.11%) Data Structures
Processes & Methodologies
1 7 (77.78%) Data Modelling
2 4 (44.44%) Data Analysis
2 4 (44.44%) ETL
2 4 (44.44%) Migration
3 3 (33.33%) Data Cleansing
3 3 (33.33%) Data Integration
3 3 (33.33%) Data Migration
3 3 (33.33%) Data Reconciliation
3 3 (33.33%) Data Transformation
3 3 (33.33%) Validation
4 2 (22.22%) Business Analysis
4 2 (22.22%) Business Intelligence
4 2 (22.22%) Data Management
4 2 (22.22%) Systems Analysis
4 2 (22.22%) User Acceptance Testing
5 1 (11.11%) Analytics
5 1 (11.11%) Data Analytics
5 1 (11.11%) Data Governance
5 1 (11.11%) Logistics
5 1 (11.11%) Master Data Management
Programming Languages
1 3 (33.33%) SQL
1 3 (33.33%) T-SQL
Qualifications
1 1 (11.11%) Security Cleared
Quality Assurance & Compliance
1 3 (33.33%) Data Quality
2 2 (22.22%) QA
Systems Management
1 1 (11.11%) Oracle EDQ
Vendors
1 2 (22.22%) Oracle
2 1 (11.11%) DataFlux
2 1 (11.11%) Infor
2 1 (11.11%) SAP