The following table provides summary statistics for permanent job vacancies advertised in West Yorkshire with a requirement for Data Mapping skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Mapping over the 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

Data Mapping
Yorkshire / West Yorkshire
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 182 192 -
Rank change year-on-year +10 -  
Permanent jobs citing Data Mapping 4 8 0
As % of all permanent IT jobs advertised in West Yorkshire 0.11% 0.21% -
As % of the Processes & Methodologies category 0.12% 0.22% -
Number of salaries quoted 3 8 0
Median salary £70,000 £43,000 -
Median salary % change year-on-year +62.79% -  
UK excluding London median salary £42,500 £46,000 £42,500
% change year-on-year -7.60% +8.23%  

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 permanent job vacancies advertised in West Yorkshire with a requirement for process and methodology skills.

Process & Methodology Skills
West Yorkshire
Permanent job vacancies with a requirement for process and methodology skills 3250 3561 4145
As % of all permanent IT job vacancies advertised in West Yorkshire 92.54% 91.47% 90.31%
Number of salaries quoted 2713 2991 3294
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% -  
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £65,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Mapping in West Yorkshire

Data Mapping
Salary Trend in West Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Mapping in West Yorkshire.

Salary trend for Data Mapping in West Yorkshire

Data Mapping
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Data Mapping in West Yorkshire over the 3 months to 28 June 2017.

Salary histogram for Data Mapping in West Yorkshire

Data Mapping
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mapping within the West Yorkshire region over the 3 months to 28 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Leeds +5 4 £70,000 +62.79% 1
Data Mapping
Yorkshire

For the 6 months to 28 June 2017, IT 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 job ads across the West Yorkshire region with a requirement for Data Mapping.

1 7 (63.64%) Analytics
2 6 (54.55%) Data Warehouse
2 6 (54.55%) Data Modelling
2 6 (54.55%) ETL
3 5 (45.45%) SQL
4 3 (27.27%) Oracle
4 3 (27.27%) SQL Server
4 3 (27.27%) OLAP
4 3 (27.27%) Web Services
4 3 (27.27%) Data Mining
4 3 (27.27%) Java
4 3 (27.27%) JavaScript
4 3 (27.27%) Business Intelligence
4 3 (27.27%) Microsoft
4 3 (27.27%) SQL Server Reporting Services
4 3 (27.27%) Spring
4 3 (27.27%) SQL Server Integration Services
4 3 (27.27%) Degree
4 3 (27.27%) JSON
4 3 (27.27%) Computer Science
4 3 (27.27%) Oracle OLAP
4 3 (27.27%) Finance
4 3 (27.27%) Legal
4 3 (27.27%) Agile Software Development
4 3 (27.27%) Data Management
4 3 (27.27%) SQL Server Analysis Services
4 3 (27.27%) Master Data Management
4 3 (27.27%) Mobile App
4 3 (27.27%) Apache Camel
4 3 (27.27%) Relational Database

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:

Cloud Services
1 3 (27.27%) Cloud Computing
1 3 (27.27%) SaaS
Database & Business Intelligence
1 6 (54.55%) Data Warehouse
2 3 (27.27%) Big Data
2 3 (27.27%) Data Mining
2 3 (27.27%) MongoDB
2 3 (27.27%) OLAP
2 3 (27.27%) Oracle OLAP
2 3 (27.27%) Relational Database
2 3 (27.27%) SQL Server
2 3 (27.27%) SQL Server 2016
2 3 (27.27%) SQL Server Analysis Services
2 3 (27.27%) SQL Server Integration Services
2 3 (27.27%) SQL Server Reporting Services
General
1 3 (27.27%) Finance
1 3 (27.27%) Legal
2 1 (9.09%) Billing
Job Titles
1 6 (54.55%) Architect
2 3 (27.27%) Business Intelligence Developer
2 3 (27.27%) Data Architect
2 3 (27.27%) Data Warehouse Developer
2 3 (27.27%) Developer
3 2 (18.18%) Analyst
3 2 (18.18%) Business Analyst
3 2 (18.18%) Senior Architect
3 2 (18.18%) Solutions Architect
4 1 (9.09%) Principal Architect
4 1 (9.09%) Principal Solutions Architect
4 1 (9.09%) Technical Analyst
4 1 (9.09%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 3 (27.27%) Apache Camel
1 3 (27.27%) JSON
1 3 (27.27%) RESTful
1 3 (27.27%) Spring
1 3 (27.27%) Web Services
2 2 (18.18%) XML
Miscellaneous
1 3 (27.27%) Computer Science
1 3 (27.27%) Mobile App
2 1 (9.09%) Reinsurance
Operating Systems
1 3 (27.27%) Android
Processes & Methodologies
1 7 (63.64%) Analytics
2 6 (54.55%) Data Modelling
2 6 (54.55%) ETL
3 3 (27.27%) Agile Software Development
3 3 (27.27%) Business Intelligence
3 3 (27.27%) Data Analytics
3 3 (27.27%) Data Integration
3 3 (27.27%) Data Management
3 3 (27.27%) Data Strategy
3 3 (27.27%) High Availability
3 3 (27.27%) Master Data Management
4 2 (18.18%) Data Flow Diagram
5 1 (9.09%) CRM
5 1 (9.09%) Electronic Trading
5 1 (9.09%) Test Scripting
Programming Languages
1 5 (45.45%) SQL
2 3 (27.27%) Java
2 3 (27.27%) JavaScript
Qualifications
1 3 (27.27%) Degree
Vendors
1 3 (27.27%) Microsoft
1 3 (27.27%) Oracle
1 3 (27.27%) Tableau
Wakefield
Nigel Frank International
Salary: £28000 - £35000 per annum
Posted: Yesterday
Leeds
Computer Futures
Salary: £60000 - £100000 per annum + competitive
Posted: 13 days ago