The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Statistical Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistical Modelling over the 3 months to 22 June 2017 with a comparison to the same period in the previous 2 years.

Statistical Modelling
Scotland / Edinburgh
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 98 88 -
Rank change year-on-year -10 -  
Permanent jobs citing Statistical Modelling 3 5 0
As % of all permanent IT jobs advertised in Edinburgh 0.25% 0.41% -
As % of the Processes & Methodologies category 0.27% 0.45% -
Number of salaries quoted 0 4 0
Median salary - £45,000 -
UK excluding London median salary £49,700 £45,000 £46,250
% change year-on-year +10.44% -2.70%  

Statistical Modelling 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 1121 1112 1237
As % of all permanent IT job vacancies advertised in Edinburgh 91.89% 91.75% 89.96%
Number of salaries quoted 688 633 750
Median salary £45,000 £47,500 £45,000
Median salary % change year-on-year -5.26% +5.55%  
90% offered a salary of more than £30,000 £27,500 £32,000
10% offered a salary of more than £70,000 £60,000 £70,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Statistical Modelling
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Statistical Modelling in Edinburgh

Statistical Modelling
Salary Trend in Edinburgh

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

Salary trend for Statistical Modelling in Edinburgh

For the 6 months to 22 June 2017, IT jobs citing Statistical Modelling 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 Modelling.

1 3 (100.00%) SAS
1 3 (100.00%) Data Management
1 3 (100.00%) Mathematics
1 3 (100.00%) Machine Learning
1 3 (100.00%) Analytical Skills
1 3 (100.00%) Regulatory Compliance
2 2 (66.67%) Behavioural Analysis
2 2 (66.67%) Analytics
2 2 (66.67%) Spotfire
2 2 (66.67%) QlikView
2 2 (66.67%) R
2 2 (66.67%) Tableau
2 2 (66.67%) Degree
2 2 (66.67%) Statistical Analysis
2 2 (66.67%) SQL
2 2 (66.67%) Python
2 2 (66.67%) MATLAB
2 2 (66.67%) Finance
3 1 (33.33%) Econometrics
3 1 (33.33%) PhD
3 1 (33.33%) Business Intelligence
3 1 (33.33%) Statistics
3 1 (33.33%) Data Analysis
3 1 (33.33%) Predictive Analytics
3 1 (33.33%) Applied Mathematics
3 1 (33.33%) Hadoop
3 1 (33.33%) Performance Monitoring
3 1 (33.33%) Business Analytics
3 1 (33.33%) Risk Analytics

Statistical Modelling
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%) SAS
Database & Business Intelligence
1 2 (66.67%) QlikView
1 2 (66.67%) Spotfire
2 1 (33.33%) Hadoop
General
1 2 (66.67%) Finance
Job Titles
1 2 (66.67%) Analyst
2 1 (33.33%) Business Intelligence Analyst
2 1 (33.33%) Business Intelligence Lead
2 1 (33.33%) Risk Analyst
Miscellaneous
1 3 (100.00%) Analytical Skills
Processes & Methodologies
1 3 (100.00%) Data Management
1 3 (100.00%) Machine Learning
1 3 (100.00%) Mathematics
1 3 (100.00%) Regulatory Compliance
2 2 (66.67%) Analytics
2 2 (66.67%) Behavioural Analysis
2 2 (66.67%) Statistical Analysis
3 1 (33.33%) Applied Mathematics
3 1 (33.33%) Business Analytics
3 1 (33.33%) Business Intelligence
3 1 (33.33%) Data Analysis
3 1 (33.33%) Econometrics
3 1 (33.33%) Performance Monitoring
3 1 (33.33%) Predictive Analytics
3 1 (33.33%) Risk Analytics
3 1 (33.33%) Statistics
Programming Languages
1 2 (66.67%) MATLAB
1 2 (66.67%) Python
1 2 (66.67%) R
1 2 (66.67%) SQL
Qualifications
1 2 (66.67%) Degree
2 1 (33.33%) PhD
Vendors
1 2 (66.67%) Tableau
Edinburgh, Midlothian
Cathcart Associates Ltd
Salary: £35000 - £50000 per annum + Benefits
Posted: 6 days ago