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

Statistical Analysis
Scotland / Edinburgh
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 88 97 101
Rank change year-on-year +9 +4  
Permanent jobs citing Statistical Analysis 3 3 2
As % of all permanent IT jobs advertised in Edinburgh 0.27% 0.22% 0.15%
As % of the Processes & Methodologies category 0.29% 0.25% 0.17%
Number of salaries quoted 1 0 0
Median salary £55,500 - -
UK excluding London median salary £42,000 £35,000 £42,500
% change year-on-year +20.00% -17.64%  

Statistical Analysis 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 1045 1218 1202
As % of all permanent IT job vacancies advertised in Edinburgh 93.22% 90.96% 88.97%
Number of salaries quoted 680 822 713
Median salary £47,500 £47,500 £44,000
Median salary % change year-on-year - +7.95%  
90% offered a salary of more than £33,500 £32,500 £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%  

Statistical Analysis
Job Vacancy Trend in Edinburgh

The job posting trend of jobs advertised in Edinburgh citing Statistical Analysis as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Statistical Analysis in Edinburgh

Statistical Analysis
Salary Trend in Edinburgh

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

Salary trend for Statistical Analysis in Edinburgh

Statistical Analysis
Top 27 Co-occurring IT Skills in Edinburgh

For the 6 months to 28 March 2017, IT jobs citing Statistical Analysis 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 Statistical Analysis.

1 5 (100.00%) Data Analysis
1 5 (100.00%) Degree
2 4 (80.00%) Google Maps API
2 4 (80.00%) Open Source
2 4 (80.00%) Web Development
2 4 (80.00%) Algorithms
2 4 (80.00%) QGIS
2 4 (80.00%) Google
2 4 (80.00%) MySQL
2 4 (80.00%) PostgreSQL
2 4 (80.00%) GIS
2 4 (80.00%) ArcGIS
2 4 (80.00%) C++
2 4 (80.00%) Java
2 4 (80.00%) Perl
2 4 (80.00%) PHP
3 1 (20.00%) SQL
3 1 (20.00%) Finance
3 1 (20.00%) SAS
3 1 (20.00%) SPSS
3 1 (20.00%) Statistics
3 1 (20.00%) R
3 1 (20.00%) Data Analytics
3 1 (20.00%) Analytics
3 1 (20.00%) Analytical Skills
3 1 (20.00%) Data Cleansing
3 1 (20.00%) Data Extraction

Statistical Analysis
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 4 (80.00%) ArcGIS
2 1 (20.00%) SAS
Applications
1 1 (20.00%) SPSS
Database & Business Intelligence
1 4 (80.00%) GIS
1 4 (80.00%) MySQL
1 4 (80.00%) PostgreSQL
1 4 (80.00%) QGIS
General
1 1 (20.00%) Finance
Job Titles
1 5 (100.00%) Analyst
2 4 (80.00%) Data Analyst
2 4 (80.00%) Data Engineer
2 4 (80.00%) GIS Analyst
2 4 (80.00%) GIS Data Analyst
3 1 (20.00%) Senior Analyst
Libraries, Frameworks & Software Standards
1 4 (80.00%) Google Maps API
Miscellaneous
1 4 (80.00%) Algorithms
2 1 (20.00%) Analytical Skills
Processes & Methodologies
1 5 (100.00%) Data Analysis
2 4 (80.00%) Open Source
2 4 (80.00%) Web Development
3 1 (20.00%) Analytics
3 1 (20.00%) Data Analytics
3 1 (20.00%) Data Cleansing
3 1 (20.00%) Data Extraction
3 1 (20.00%) Statistics
Programming Languages
1 4 (80.00%) C++
1 4 (80.00%) Java
1 4 (80.00%) Perl
1 4 (80.00%) PHP
2 1 (20.00%) R
2 1 (20.00%) SQL
Qualifications
1 5 (100.00%) Degree
Vendors
1 4 (80.00%) Google
Edinburgh
Churchill Frank
Salary: £55000 - £61000 per annum
Posted: 3 days ago
Edinburgh
Churchill Frank
Salary: £40000 - £45000 per annum
Posted: 8 days ago
Edinburgh
Tectre Limited
Salary: £60,000 - £100,000 per year
Posted: 15 days ago