The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Mathematics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Mathematics over the 3 months to 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Mathematics (Maths)
Scotland / Edinburgh
Rank 77 61 57
Rank change year-on-year -16 -4  
Permanent jobs citing Mathematics 15 33 44
As % of all permanent IT jobs advertised in Edinburgh 1.35% 2.50% 3.26%
As % of the Processes & Methodologies category 1.45% 2.75% 3.68%
Number of salaries quoted 3 24 21
Median salary £45,000 £45,000 £38,500
Median salary % change year-on-year - +16.88%  
90% offered a salary of more than £33,000 £26,800 £25,500
10% offered a salary of more than £87,000 £57,500 £42,500
UK excluding London median salary £40,000 £40,000 £38,500
% change year-on-year - +3.89%  

Mathematics 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 1032 1201 1197
As % of all permanent IT job vacancies advertised in Edinburgh 93.14% 90.85% 88.67%
Number of salaries quoted 666 810 717
Median salary £47,500 £47,500 £44,000
Median salary % change year-on-year - +7.95%  
90% offered a salary of more than £35,000 £34,000 £32,500
10% offered a salary of more than £72,500 £59,500 £67,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Mathematics
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Mathematics in Edinburgh

Mathematics
Salary Trend in Edinburgh

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

Salary trend for Mathematics in Edinburgh

Mathematics
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Mathematics in Edinburgh over the 3 months to 23 March 2017.

Salary histogram for Mathematics in Edinburgh

Mathematics
Top 30 Related IT Skills in Edinburgh

For the 6 months to 23 March 2017, IT jobs citing Mathematics 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 Mathematics.

1 12 (52.17%) Python
1 12 (52.17%) Degree
2 9 (39.13%) Agile Software Development
3 8 (34.78%) SQL
3 8 (34.78%) Computer Science
4 7 (30.43%) MongoDB
4 7 (30.43%) C++
4 7 (30.43%) Software Engineering
4 7 (30.43%) PostgreSQL
5 6 (26.09%) Statistics
5 6 (26.09%) Machine Learning
6 5 (21.74%) C#
6 5 (21.74%) Linux
6 5 (21.74%) ETL
7 4 (17.39%) Java
7 4 (17.39%) JavaScript
7 4 (17.39%) Data Analysis
7 4 (17.39%) Finance
7 4 (17.39%) Analytics
7 4 (17.39%) Physics
7 4 (17.39%) Django
8 3 (13.04%) Visualisation
8 3 (13.04%) D3.js
8 3 (13.04%) NoSQL
8 3 (13.04%) Analytical Skills
8 3 (13.04%) AngularJS
8 3 (13.04%) Retail
8 3 (13.04%) Operations Research
8 3 (13.04%) HTML
8 3 (13.04%) OO

Mathematics
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 1 (4.35%) SAS
Cloud Services
1 1 (4.35%) Amazon AWS
1 1 (4.35%) Google Cloud Platform
1 1 (4.35%) Microsoft Azure
Database & Business Intelligence
1 7 (30.43%) MongoDB
1 7 (30.43%) PostgreSQL
2 3 (13.04%) NoSQL
3 2 (8.70%) Big Data
3 2 (8.70%) GIS
4 1 (4.35%) BigQuery
4 1 (4.35%) Hadoop
4 1 (4.35%) RDBMS
4 1 (4.35%) Relational Database
Development Applications
1 1 (4.35%) PowerBuilder
1 1 (4.35%) Selenium
General
1 4 (17.39%) Finance
2 3 (13.04%) Retail
3 2 (8.70%) Banking
4 1 (4.35%) Games
4 1 (4.35%) Marketing
Job Titles
1 6 (26.09%) Data Scientist
2 5 (21.74%) Analyst
3 4 (17.39%) Data Analyst
3 4 (17.39%) Developer
3 4 (17.39%) Software Engineer
4 3 (13.04%) Service Analyst
5 2 (8.70%) C# Developer
5 2 (8.70%) C++ Software Engineer
5 2 (8.70%) Java Engineer
5 2 (8.70%) Senior Analyst
6 1 (4.35%) 3D Developer
6 1 (4.35%) C# .NET Developer
6 1 (4.35%) C# Software Developer
6 1 (4.35%) C# Software Engineer
6 1 (4.35%) Image Processing Software Engineer
6 1 (4.35%) Java Software Engineer
6 1 (4.35%) Senior Data Scientist
6 1 (4.35%) Senior Operations Analyst
6 1 (4.35%) UI Programmer
6 1 (4.35%) Unity 3D Developer
Libraries, Frameworks & Software Standards
1 4 (17.39%) Django
2 3 (13.04%) .NET
2 3 (13.04%) AngularJS
2 3 (13.04%) D3.js
2 3 (13.04%) HTML
3 2 (8.70%) .NET Framework
3 2 (8.70%) CSS
3 2 (8.70%) HTML5
4 1 (4.35%) Boost C++ Libraries
4 1 (4.35%) CSS3
4 1 (4.35%) DirectX
4 1 (4.35%) Flash
4 1 (4.35%) Natural Language Processing
4 1 (4.35%) OpenGL
4 1 (4.35%) OpenMP
4 1 (4.35%) Ruby on Rails
4 1 (4.35%) STL
4 1 (4.35%) Unity (Game Engine)
4 1 (4.35%) WebGL
Miscellaneous
1 8 (34.78%) Computer Science
2 3 (13.04%) Analytical Skills
3 2 (8.70%) 3D Graphics
4 1 (4.35%) Algorithms
4 1 (4.35%) Credit Risk
4 1 (4.35%) Enterprise Software
4 1 (4.35%) Fintech
4 1 (4.35%) Mainframe
4 1 (4.35%) PACS
4 1 (4.35%) Reference Data
4 1 (4.35%) Virtual Team
Operating Systems
1 5 (21.74%) Linux
2 2 (8.70%) Windows
3 1 (4.35%) Unix
Processes & Methodologies
1 9 (39.13%) Agile Software Development
2 7 (30.43%) Software Engineering
3 6 (26.09%) Machine Learning
3 6 (26.09%) Statistics
4 5 (21.74%) ETL
5 4 (17.39%) Analytics
5 4 (17.39%) Data Analysis
5 4 (17.39%) Physics
6 3 (13.04%) OO
6 3 (13.04%) Operations Research
6 3 (13.04%) Visualisation
7 2 (8.70%) Applied Mathematics
7 2 (8.70%) SDLC
8 1 (4.35%) Automation Testing
8 1 (4.35%) Build Automation
8 1 (4.35%) Cross-Platform Development
8 1 (4.35%) Low Latency
8 1 (4.35%) Mathematical Modelling
8 1 (4.35%) Scorecard
8 1 (4.35%) Spatial Analysis
Programming Languages
1 12 (52.17%) Python
2 8 (34.78%) SQL
3 7 (30.43%) C++
4 5 (21.74%) C#
5 4 (17.39%) Java
5 4 (17.39%) JavaScript
6 2 (8.70%) C
6 2 (8.70%) Perl
6 2 (8.70%) Scala
7 1 (4.35%) ActionScript
7 1 (4.35%) Clojure
7 1 (4.35%) Haskell
7 1 (4.35%) MATLAB
7 1 (4.35%) PHP
7 1 (4.35%) PL/SQL
7 1 (4.35%) R
7 1 (4.35%) Ruby
Qualifications
1 12 (52.17%) Degree
2 1 (4.35%) PhD
Vendors
1 1 (4.35%) Oracle
1 1 (4.35%) Tableau
Edinburgh, Midlothian
ClearCube Consulting
Salary: From £60,000 to £80,000 per annum
Posted: Yesterday
Edinburgh, Midlothian
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Posted: Yesterday
Edinburgh, Midlothian
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Salary: £30000 - £40000 per annum + excellent benefits and bonus
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Edinburgh, Midlothian
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Edinburgh
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