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 21 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Statistical Modelling
Scotland / Edinburgh
Rank 89 96 104
Rank change year-on-year
+7 +8
Permanent jobs citing Statistical Modelling 1 1 1
As % of all permanent IT jobs located in Edinburgh 0.094% 0.078% 0.074%
As % of the Processes & Methodologies category 0.10% 0.085% 0.084%
Number of salaries quoted 1 0 0
Median salary £45,000 - -
UK excluding London median salary £42,500 £50,000 £45,000
% change year-on-year
-15.00% +11.11%

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
968 1176 1195
As % of all permanent IT jobs located in Edinburgh 91.32% 91.59% 88.32%
Number of salaries quoted 614 799 792
Median salary £47,500 £47,500 £44,000
Median salary % change year-on-year
- +7.95%
90% offered a salary of more than £34,834 £35,000 £32,500
10% offered a salary of more than £67,500 £61,500 £64,000
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 21 January 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 (71.43%) SQL
2 4 (57.14%) MS Excel
2 4 (57.14%) SAS
2 4 (57.14%) Microsoft
2 4 (57.14%) Analytics
3 3 (42.86%) Data Mining
3 3 (42.86%) Analytical Skills
3 3 (42.86%) Apache Spark
3 3 (42.86%) Scala
3 3 (42.86%) Hadoop
3 3 (42.86%) MongoDB
3 3 (42.86%) R
3 3 (42.86%) Data Warehouse
3 3 (42.86%) Python
3 3 (42.86%) Finance
3 3 (42.86%) PostgreSQL
4 2 (28.57%) Degree
4 2 (28.57%) SQL Server
4 2 (28.57%) Machine Learning
4 2 (28.57%) Data Analysis
4 2 (28.57%) Agile Software Development
4 2 (28.57%) Financial Modelling
4 2 (28.57%) Tableau
5 1 (14.29%) Data Governance
5 1 (14.29%) Data Quality
5 1 (14.29%) BigQuery
5 1 (14.29%) Google Cloud Platform
5 1 (14.29%) SQL Server 2014
5 1 (14.29%) Econometric Modelling
5 1 (14.29%) Master Data Management

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