The table below looks at the statistics for Statistical Modelling skills in IT jobs advertised for the Edinburgh region. Included is a guide to the salaries offered in IT jobs that have cited Statistical Modelling over the 3 months to 30 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Statistical Modelling
Rank 82 103 -
Rank change year-on-year
+21 -
Permanent jobs citing Statistical Modelling 8 1 0
As % of all permanent IT jobs located in Edinburgh 0.70% 0.063% -
As % of the Processes & Methodologies category 0.77% 0.070% -
Number of salaries quoted 6 0 0
Median salary £50,000 - -
UK excluding London median salary £42,500 £37,500 £40,000
% change year-on-year
+13.33% -6.25%
Statistical Modelling
Scotland

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Edinburgh region.

Processes & Methodologies Category
Edinburgh
Permanent IT job ads with a match in the
Processes & Methodologies category
1043 1424 1325
As % of all permanent IT jobs located in Edinburgh 91.25% 90.36% 86.94%
Number of salaries quoted 742 885 888
Median salary £47,500 £44,000 £41,500
Median salary % change year-on-year
+7.95% +6.02%
90% offered a salary of more than £32,500 £32,000 £30,000
10% offered a salary of more than £72,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Statistical Modelling
Jobs Demand Trend in Edinburgh

The demand trend of job ads across the Edinburgh region citing Statistical Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Statistical Modelling Jobs Demand Trend 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 across the Edinburgh region.

Statistical Modelling Salary Trend in Edinburgh

Statistical Modelling
Top 30 Related IT Skills in Edinburgh

For the 6 months to 30 September 2016, 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 10 (71.43%) Analytics
2 9 (64.29%) SQL
2 9 (64.29%) MS Excel
2 9 (64.29%) Microsoft
3 8 (57.14%) SAS
4 7 (50.00%) SQL Server
4 7 (50.00%) Agile Software Development
4 7 (50.00%) Analytical Skills
4 7 (50.00%) R
4 7 (50.00%) Tableau
5 6 (42.86%) Data Mining
5 6 (42.86%) Scala
5 6 (42.86%) Hadoop
5 6 (42.86%) Apache Spark
5 6 (42.86%) MongoDB
5 6 (42.86%) Finance
5 6 (42.86%) PostgreSQL
5 6 (42.86%) Data Warehouse
5 6 (42.86%) Python
6 4 (28.57%) C#
6 4 (28.57%) Data Modelling
6 4 (28.57%) Visual Studio
6 4 (28.57%) T-SQL
6 4 (28.57%) Business Intelligence
6 4 (28.57%) Scrum
6 4 (28.57%) Data Management
6 4 (28.57%) SQL Server Reporting Services
6 4 (28.57%) Google
6 4 (28.57%) Degree
6 4 (28.57%) SQL Server 2012

Statistical Modelling
Top Related 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 8 (57.14%) SAS
2 6 (42.86%) Apache Spark
Applications
1 9 (64.29%) MS Excel
2 3 (21.43%) Stata
Cloud Services
1 4 (28.57%) Google Analytics
2 2 (14.29%) Google Cloud Platform
Database & Business Intelligence
1 7 (50.00%) SQL Server
2 6 (42.86%) Data Mining
2 6 (42.86%) Data Warehouse
2 6 (42.86%) Hadoop
2 6 (42.86%) MongoDB
2 6 (42.86%) PostgreSQL
3 4 (28.57%) SQL Server 2012
3 4 (28.57%) SQL Server 2014
3 4 (28.57%) SQL Server Analysis Services
3 4 (28.57%) SQL Server Integration Services
3 4 (28.57%) SQL Server Reporting Services
4 3 (21.43%) Big Data
5 2 (14.29%) BigQuery
6 1 (7.14%) SAS Enterprise Guide
6 1 (7.14%) SAS Enterprise Miner
Development Applications
1 4 (28.57%) Team Foundation Server
1 4 (28.57%) Visual Studio
General
1 6 (42.86%) Finance
2 3 (21.43%) Games
Job Titles
1 6 (42.86%) Data Scientist
1 6 (42.86%) Senior Data Scientist
2 3 (21.43%) Business Intelligence Developer
2 3 (21.43%) Developer
3 2 (14.29%) Analyst
4 1 (7.14%) Analyst Programmer
4 1 (7.14%) Analytics Manager
4 1 (7.14%) Business Analyst
4 1 (7.14%) Consultant
4 1 (7.14%) Data Analytics Manager
4 1 (7.14%) Data Business Analyst
4 1 (7.14%) Data Manager
4 1 (7.14%) Insight Manager
4 1 (7.14%) Programmer
4 1 (7.14%) Senior Analyst
4 1 (7.14%) Senior Business Analyst
4 1 (7.14%) Statistical Modeller
Libraries, Frameworks & Software Standards
1 3 (21.43%) D3.js
Miscellaneous
1 7 (50.00%) Analytical Skills
2 4 (28.57%) Data Integration
2 4 (28.57%) Enterprise Software
3 3 (21.43%) Applied Mathematics
3 3 (21.43%) Computer Science
3 3 (21.43%) Informatics
3 3 (21.43%) Mathematics
3 3 (21.43%) Statistics
3 3 (21.43%) Visualisation
4 1 (7.14%) Credit Risk
Processes & Methodologies
1 10 (71.43%) Analytics
2 7 (50.00%) Agile Software Development
3 4 (28.57%) Business Intelligence
3 4 (28.57%) Data Management
3 4 (28.57%) Data Modelling
3 4 (28.57%) Master Data Management
3 4 (28.57%) Scrum
4 3 (21.43%) Business Analysis
4 3 (21.43%) Data Analysis
4 3 (21.43%) Data Governance
4 3 (21.43%) Data Visualisation
4 3 (21.43%) Machine Learning
5 2 (14.29%) Financial Modelling
6 1 (7.14%) Data Analytics
6 1 (7.14%) Risk Analytics
6 1 (7.14%) Statistical Analysis
Programming Languages
1 9 (64.29%) SQL
2 7 (50.00%) R
3 6 (42.86%) Python
3 6 (42.86%) Scala
4 4 (28.57%) C#
4 4 (28.57%) T-SQL
Qualifications
1 4 (28.57%) Degree
Quality Assurance & Compliance
1 4 (28.57%) Data Quality
Vendors
1 9 (64.29%) Microsoft
2 7 (50.00%) Tableau
3 4 (28.57%) Google
4 3 (21.43%) Greenplum