Period
to 21 November 2017

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 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Data Mapping
Scotland > Edinburgh
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 152 136 157
Rank change year-on-year -16 +21 -6
Permanent jobs citing Data Mapping 3 1 4
As % of all permanent IT jobs advertised in Edinburgh 0.11% 0.043% 0.13%
As % of the Processes & Methodologies category 0.12% 0.047% 0.14%
Number of salaries quoted 0 1 2
Edinburgh median annual salary - £42,183 £44,750
Median salary % change year-on-year - -5.74% -10.50%
Scotland median annual salary £42,000 £41,091 £40,000
% change year-on-year +2.21% +2.73% -6.98%

Data Mapping is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Edinburgh with a requirement for process or methodology skills.

All Process and Methodology Skills
Edinburgh
Permanent vacancies with a requirement for process or methodology skills 2472 2142 2791
As % of all permanent IT jobs advertised in Edinburgh 91.12% 92.53% 91.75%
Number of salaries quoted 1492 1393 1760
Edinburgh median annual salary £42,500 £45,000 £43,500
Median salary % change year-on-year -5.56% +3.45% +3.57%
10th Percentile £27,000 £29,750 £27,500
90th Percentile £66,250 £70,000 £65,000
Scotland median annual salary £45,000 £44,500 £42,500
% change year-on-year +1.12% +4.71% +2.41%

Data Mapping
Job Vacancy Trend in Edinburgh

Job postings citing Data Mapping as a percentage of all IT jobs advertised in Edinburgh.

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

For the 6 months to 21 November 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 3 (100.00%) SQL
1 3 (100.00%) Linux
1 3 (100.00%) Data Modelling
1 3 (100.00%) ETL
1 3 (100.00%) Banking
1 3 (100.00%) Data Analysis
1 3 (100.00%) Google
1 3 (100.00%) Degree
1 3 (100.00%) Computer Science
1 3 (100.00%) Hadoop
1 3 (100.00%) Big Data
1 3 (100.00%) Apache Spark
1 3 (100.00%) Google Cloud Platform
2 1 (33.33%) Computer Science Degree

Data Mapping
Co-occurring 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:

Application Platforms
1 3 (100.00%) Apache Spark
Cloud Services
1 3 (100.00%) Google Cloud Platform
Database & Business Intelligence
1 3 (100.00%) Big Data
1 3 (100.00%) Hadoop
General
1 3 (100.00%) Banking
Job Titles
1 3 (100.00%) Analyst
1 3 (100.00%) Data Analyst
Miscellaneous
1 3 (100.00%) Computer Science
Operating Systems
1 3 (100.00%) Linux
Processes & Methodologies
1 3 (100.00%) Data Analysis
1 3 (100.00%) Data Modelling
1 3 (100.00%) ETL
Programming Languages
1 3 (100.00%) SQL
Qualifications
1 3 (100.00%) Degree
2 1 (33.33%) Computer Science Degree
Vendors
1 3 (100.00%) Google