The following table provides summary statistics for permanent job vacancies advertised in Scotland 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 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Statistical Modelling
UK / Scotland
Rank - 146 154
Permanent jobs citing Statistical Modelling 0 13 1
As % of all permanent IT jobs advertised in Scotland - 0.44% 0.032%
As % of the Processes & Methodologies category - 0.49% 0.036%
Number of salaries quoted 0 12 0
Median salary - £75,000 -
UK excluding London median salary £42,500 £55,000 £50,000
% change year-on-year -22.72% +10.00%  

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 Scotland with a requirement for process and methodology skills.

Process & Methodology Skills
Scotland
Permanent job vacancies with a requirement for process and methodology skills 2116 2646 2748
As % of all permanent IT job vacancies advertised in Scotland 91.25% 90.49% 88.90%
Number of salaries quoted 1329 1706 1674
Median salary £45,000 £46,500 £44,000
Median salary % change year-on-year -3.22% +5.68%  
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £70,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Statistical Modelling
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland 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 Scotland

Statistical Modelling
Salary Trend in Scotland

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

Salary trend for Statistical Modelling in Scotland

Statistical Modelling
Top 26 Related IT Skills in Scotland

For the 6 months to 24 March 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 Scotland region with a requirement for Statistical Modelling.

1 2 (66.67%) R
1 2 (66.67%) Degree
2 1 (33.33%) Financial Modelling
2 1 (33.33%) Visualisation
2 1 (33.33%) Predictive Modelling
2 1 (33.33%) Business Process Improvement
2 1 (33.33%) Data Visualisation
2 1 (33.33%) Process Improvement
2 1 (33.33%) Marketing Strategy
2 1 (33.33%) Machine Learning
2 1 (33.33%) Data Analytics
2 1 (33.33%) Analytics
2 1 (33.33%) Analytical Skills
2 1 (33.33%) Algorithms
2 1 (33.33%) Econometric Modelling
2 1 (33.33%) Actionable Recommendations
2 1 (33.33%) SQL
2 1 (33.33%) VBA
2 1 (33.33%) Python
2 1 (33.33%) MS Excel
2 1 (33.33%) Data Warehouse
2 1 (33.33%) SAS
2 1 (33.33%) Microsoft
2 1 (33.33%) Finance
2 1 (33.33%) Statistics
2 1 (33.33%) Marketing

Statistical Modelling
Top Related IT Skills in Scotland 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 1 (33.33%) SAS
Applications
1 1 (33.33%) MS Excel
Database & Business Intelligence
1 1 (33.33%) Data Warehouse
General
1 1 (33.33%) Finance
1 1 (33.33%) Marketing
Job Titles
1 1 (33.33%) Analyst
1 1 (33.33%) Analytics Manager
1 1 (33.33%) Data Analytics Manager
1 1 (33.33%) Data Manager
1 1 (33.33%) Data Scientist
1 1 (33.33%) Insight Manager
1 1 (33.33%) SAS Analyst
1 1 (33.33%) Senior Analyst
1 1 (33.33%) Senior SAS Analyst
Miscellaneous
1 1 (33.33%) Algorithms
1 1 (33.33%) Analytical Skills
Processes & Methodologies
1 1 (33.33%) Analytics
1 1 (33.33%) Business Process Improvement
1 1 (33.33%) Data Analytics
1 1 (33.33%) Data Visualisation
1 1 (33.33%) Econometric Modelling
1 1 (33.33%) Financial Modelling
1 1 (33.33%) Machine Learning
1 1 (33.33%) Marketing Strategy
1 1 (33.33%) Predictive Modelling
1 1 (33.33%) Process Improvement
1 1 (33.33%) Statistics
1 1 (33.33%) Visualisation
Programming Languages
1 2 (66.67%) R
2 1 (33.33%) Python
2 1 (33.33%) SQL
2 1 (33.33%) VBA
Qualifications
1 2 (66.67%) Degree
Quality Assurance & Compliance
1 1 (33.33%) Actionable Recommendations
Vendors
1 1 (33.33%) Microsoft
Edinburgh
Churchill Frank
Salary: £65000 - £70000 per annum + Benefits
Posted: 5 days ago
Edinburgh
Churchill Frank
Salary: £50000 - £55000 per annum
Posted: 22 days ago