The following table provides summary statistics for permanent job vacancies advertised in Edinburgh 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 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Data Mapping
Scotland / Edinburgh
Rank 90 93 97
Rank change year-on-year +3 +4  
Permanent jobs citing Data Mapping 2 1 4
As % of all permanent IT jobs advertised in Edinburgh 0.18% 0.076% 0.30%
As % of the Processes & Methodologies category 0.19% 0.083% 0.33%
Number of salaries quoted 2 0 2
Median salary £71,500 - £42,500
UK excluding London median salary £45,000 £52,500 £42,500
% change year-on-year -14.28% +23.52%  

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 Edinburgh with a requirement for process and methodology skills.

Process & Methodology Skills
Edinburgh
Permanent job vacancies with a requirement for process and methodology skills 1032 1201 1197
As % of all permanent IT job vacancies advertised in Edinburgh 93.14% 90.85% 88.67%
Number of salaries quoted 666 810 717
Median salary £47,500 £47,500 £44,000
Median salary % change year-on-year - +7.95%  
90% offered a salary of more than £35,000 £34,000 £32,500
10% offered a salary of more than £72,500 £59,500 £67,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Mapping
Job Vacancy Trend in Edinburgh

The job posting trend of jobs advertised in Edinburgh 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 Edinburgh

Data Mapping
Salary Trend in Edinburgh

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

Salary trend for Data Mapping in Edinburgh

Data Mapping
Top 17 Related IT Skills in Edinburgh

For the 6 months to 23 March 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 Edinburgh region with a requirement for Data Mapping.

1 6 (100.00%) Data Warehouse
1 6 (100.00%) Data Modelling
1 6 (100.00%) Business Intelligence
1 6 (100.00%) RDBMS
1 6 (100.00%) Finance
1 6 (100.00%) Data Management
1 6 (100.00%) Predictive Analytics
1 6 (100.00%) Data Integration
1 6 (100.00%) Data Architecture
1 6 (100.00%) Hadoop
1 6 (100.00%) Open Source
1 6 (100.00%) NoSQL
1 6 (100.00%) Machine Learning
1 6 (100.00%) Big Data
1 6 (100.00%) Analytics
1 6 (100.00%) Metadata Management
1 6 (100.00%) Relational Database

Data Mapping
Top Related IT Skills in Edinburgh 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:

Database & Business Intelligence
1 6 (100.00%) Big Data
1 6 (100.00%) Data Warehouse
1 6 (100.00%) Hadoop
1 6 (100.00%) NoSQL
1 6 (100.00%) RDBMS
1 6 (100.00%) Relational Database
General
1 6 (100.00%) Finance
Job Titles
1 6 (100.00%) Architect
1 6 (100.00%) Data Architect
1 6 (100.00%) Senior Architect
1 6 (100.00%) Senior Data Architect
Processes & Methodologies
1 6 (100.00%) Analytics
1 6 (100.00%) Business Intelligence
1 6 (100.00%) Data Architecture
1 6 (100.00%) Data Integration
1 6 (100.00%) Data Management
1 6 (100.00%) Data Modelling
1 6 (100.00%) Machine Learning
1 6 (100.00%) Metadata Management
1 6 (100.00%) Open Source
1 6 (100.00%) Predictive Analytics