Period
to 19 October 2017

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 6 months to 19 October 2017 with a comparison to the same period in the previous 2 years.

Statistical Modelling
Scotland > Edinburgh
6 months to
19 Oct 2017
Same period 2016 Same period 2015
Rank 147 123 158
Rank change year-on-year -24 +35 -
Permanent jobs citing Statistical Modelling 5 12 1
As % of all permanent IT jobs advertised in Edinburgh 0.19% 0.52% 0.033%
As % of the Processes & Methodologies category 0.20% 0.56% 0.037%
Number of salaries quoted 2 9 0
Edinburgh median annual salary £38,750 £50,000 -
Median salary % change year-on-year -22.50% - -
Scotland median annual salary £38,750 £50,000 -
% change year-on-year -22.50% - -

Statistical Modelling 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 2140 2718
As % of all permanent IT jobs advertised in Edinburgh 91.86% 92.20% 90.96%
Number of salaries quoted 1474 1370 1687
Edinburgh median annual salary £42,500 £45,000 £42,500
Median salary % change year-on-year -5.56% +5.88% +2.41%
10th Percentile £27,500 £29,000 £27,500
90th Percentile £66,250 £70,025 £65,000
Scotland median annual salary £44,000 £44,500 £42,500
% change year-on-year -1.12% +4.71% +2.41%

Statistical Modelling
Job Vacancy Trend in Edinburgh

Job postings citing Statistical Modelling as a percentage of all IT jobs advertised in Edinburgh.

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 19 October 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 5 (100.00%) Machine Learning
2 4 (80.00%) Mathematics
2 4 (80.00%) Python
2 4 (80.00%) SAS
2 4 (80.00%) Analytical Skills
2 4 (80.00%) R
3 3 (60.00%) Analytics
3 3 (60.00%) Regulatory Compliance
3 3 (60.00%) SQL
3 3 (60.00%) Finance
3 3 (60.00%) Data Management
3 3 (60.00%) Hadoop
3 3 (60.00%) Degree
4 2 (40.00%) Statistical Analysis
4 2 (40.00%) Statistics
4 2 (40.00%) Spotfire
4 2 (40.00%) QlikView
4 2 (40.00%) Business Intelligence
4 2 (40.00%) MATLAB
4 2 (40.00%) PhD
4 2 (40.00%) Behavioural Analysis
4 2 (40.00%) Tableau
5 1 (20.00%) Performance Monitoring
5 1 (20.00%) Technical Analysis
5 1 (20.00%) MapReduce
5 1 (20.00%) Apache Spark
5 1 (20.00%) scikit-learn
5 1 (20.00%) MLlib
5 1 (20.00%) TensorFlow
5 1 (20.00%) Prototyping

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 4 (80.00%) SAS
2 1 (20.00%) Apache Spark
Database & Business Intelligence
1 3 (60.00%) Hadoop
2 2 (40.00%) QlikView
2 2 (40.00%) Spotfire
General
1 3 (60.00%) Finance
2 1 (20.00%) Electronics
2 1 (20.00%) Manufacturing
2 1 (20.00%) Marketing
2 1 (20.00%) Retail
2 1 (20.00%) Telecoms
Job Titles
1 3 (60.00%) Analyst
2 1 (20.00%) Business Intelligence Analyst
2 1 (20.00%) Business Intelligence Lead
2 1 (20.00%) Data Analyst
2 1 (20.00%) Data Insight Analyst
2 1 (20.00%) Data Scientist
2 1 (20.00%) Insight Analyst
2 1 (20.00%) Insight Data Analyst
2 1 (20.00%) Risk Analyst
Libraries, Frameworks & Software Standards
1 1 (20.00%) MLlib
1 1 (20.00%) scikit-learn
1 1 (20.00%) TensorFlow
Miscellaneous
1 4 (80.00%) Analytical Skills
Processes & Methodologies
1 5 (100.00%) Machine Learning
2 4 (80.00%) Mathematics
3 3 (60.00%) Analytics
3 3 (60.00%) Data Management
3 3 (60.00%) Regulatory Compliance
4 2 (40.00%) Behavioural Analysis
4 2 (40.00%) Business Intelligence
4 2 (40.00%) Statistical Analysis
4 2 (40.00%) Statistics
5 1 (20.00%) Applied Mathematics
5 1 (20.00%) Business Analytics
5 1 (20.00%) Customer Engagement
5 1 (20.00%) Digital Marketing
5 1 (20.00%) Econometrics
5 1 (20.00%) MapReduce
5 1 (20.00%) Physics
5 1 (20.00%) Predictive Analytics
5 1 (20.00%) Programme Management
5 1 (20.00%) Risk Analytics
5 1 (20.00%) Visualisation
Programming Languages
1 4 (80.00%) Python
1 4 (80.00%) R
2 3 (60.00%) SQL
3 2 (40.00%) MATLAB
4 1 (20.00%) C#
4 1 (20.00%) Java
Qualifications
1 3 (60.00%) Degree
2 2 (40.00%) PhD
Vendors
1 2 (40.00%) Tableau
2 1 (20.00%) SAP