The table below looks at the statistics for Mathematics skills in IT jobs advertised for the Edinburgh region. Included is a guide to the salaries offered in IT jobs that have cited Mathematics over the 3 months to 23 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Feb 2017
Same period 2016 Same period 2015
Mathematics (Maths)
Scotland / Edinburgh
Rank 82 69 48
Rank change year-on-year
-13 -21
Permanent jobs citing Mathematics 10 23 57
As % of all permanent IT jobs located in Edinburgh 0.91% 1.83% 4.18%
As % of the Processes & Methodologies category 0.98% 2.00% 4.74%
Number of salaries quoted 4 18 28
Median salary £37,500 £46,250 £38,500
Median salary % change year-on-year
-18.91% +20.12%
90% offered a salary of more than £26,500 £26,075 £25,000
10% offered a salary of more than £48,500 £54,750 £44,000
UK excluding London median salary £42,500 £41,500 £38,500
% change year-on-year
+2.40% +7.79%

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
1016 1148 1203
As % of all permanent IT jobs located in Edinburgh 92.20% 91.26% 88.20%
Number of salaries quoted 679 775 736
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 £71,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Mathematics
Jobs Demand Trend in Edinburgh

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

Mathematics Jobs Demand Trend in Edinburgh

Mathematics
Salary Trend in Edinburgh

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

Mathematics Salary Trend in Edinburgh

Mathematics
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing Mathematics across the Edinburgh region over the 3 months to 23 February 2017.

Mathematics Salary Histogram in Edinburgh

Mathematics
Top 30 Related IT Skills in Edinburgh

For the 6 months to 23 February 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 13 (59.09%) Degree
2 12 (54.55%) Software Engineering
2 12 (54.55%) C++
2 12 (54.55%) Computer Science
3 10 (45.45%) C#
3 10 (45.45%) Agile Software Development
4 8 (36.36%) Java
5 6 (27.27%) Python
6 5 (22.73%) Linux
6 5 (22.73%) JavaScript
6 5 (22.73%) SQL
7 4 (18.18%) .NET
7 4 (18.18%) Windows
7 4 (18.18%) HTML
7 4 (18.18%) 3D Graphics
7 4 (18.18%) Physics
8 3 (13.64%) Algorithms
8 3 (13.64%) C
8 3 (13.64%) CSS
8 3 (13.64%) OpenGL
8 3 (13.64%) DirectX
8 3 (13.64%) OO
9 2 (9.09%) ETL
9 2 (9.09%) CAD
9 2 (9.09%) CAE
9 2 (9.09%) PL/SQL
9 2 (9.09%) Oracle
9 2 (9.09%) Perl
9 2 (9.09%) .NET Framework
9 2 (9.09%) Applied Mathematics

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:

Database & Business Intelligence
1 2 (9.09%) GIS
1 2 (9.09%) MongoDB
1 2 (9.09%) PostgreSQL
2 1 (4.55%) Big Data
2 1 (4.55%) NoSQL
2 1 (4.55%) RDBMS
2 1 (4.55%) Relational Database
Development Applications
1 2 (9.09%) Git (software)
2 1 (4.55%) PowerBuilder
2 1 (4.55%) Selenium
General
1 2 (9.09%) Finance
1 2 (9.09%) Retail
2 1 (4.55%) Banking
2 1 (4.55%) Games
2 1 (4.55%) Marketing
Job Titles
1 9 (40.91%) Software Engineer
2 5 (22.73%) Developer
3 4 (18.18%) C++ Software Engineer
4 3 (13.64%) C# Developer
5 2 (9.09%) Analyst
5 2 (9.09%) C# Software Developer
5 2 (9.09%) CAD Engineer
5 2 (9.09%) Data Analyst
5 2 (9.09%) Data Scientist
5 2 (9.09%) Java Developer
5 2 (9.09%) Java Engineer
5 2 (9.09%) Java Software Developer
5 2 (9.09%) Software Developer
6 1 (4.55%) 3D Developer
6 1 (4.55%) C# .NET Developer
6 1 (4.55%) Image Processing Software Engineer
6 1 (4.55%) Senior Operations Analyst
6 1 (4.55%) UI Programmer
6 1 (4.55%) Unity 3D Developer
6 1 (4.55%) Windows Engineer
Libraries, Frameworks & Software Standards
1 4 (18.18%) .NET
1 4 (18.18%) HTML
2 3 (13.64%) CSS
2 3 (13.64%) DirectX
2 3 (13.64%) OpenGL
3 2 (9.09%) .NET Framework
3 2 (9.09%) HTML5
4 1 (4.55%) AngularJS
4 1 (4.55%) Boost C++ Libraries
4 1 (4.55%) CSS3
4 1 (4.55%) Django
4 1 (4.55%) Flash
4 1 (4.55%) OpenMP
4 1 (4.55%) Ruby on Rails
4 1 (4.55%) STL
4 1 (4.55%) Unity (Game Engine)
4 1 (4.55%) WebGL
Miscellaneous
1 12 (54.55%) Computer Science
2 4 (18.18%) 3D Graphics
3 3 (13.64%) Algorithms
4 1 (4.55%) Analytical Skills
4 1 (4.55%) Enterprise Software
4 1 (4.55%) Fintech
4 1 (4.55%) PACS
Operating Systems
1 5 (22.73%) Linux
2 4 (18.18%) Windows
3 1 (4.55%) Unix
Processes & Methodologies
1 12 (54.55%) Software Engineering
2 10 (45.45%) Agile Software Development
3 4 (18.18%) Physics
4 3 (13.64%) OO
5 2 (9.09%) Analytics
5 2 (9.09%) Applied Mathematics
5 2 (9.09%) CAD
5 2 (9.09%) CAE
5 2 (9.09%) Data Analysis
5 2 (9.09%) ETL
5 2 (9.09%) Image Processing
5 2 (9.09%) Linear Algebra
5 2 (9.09%) Machine Learning
5 2 (9.09%) Regression Testing
5 2 (9.09%) SDLC
5 2 (9.09%) Statistics
6 1 (4.55%) Automation Testing
6 1 (4.55%) Cross-Platform Development
6 1 (4.55%) Low Latency
6 1 (4.55%) Multithreaded Programming
Programming Languages
1 12 (54.55%) C++
2 10 (45.45%) C#
3 8 (36.36%) Java
4 6 (27.27%) Python
5 5 (22.73%) JavaScript
5 5 (22.73%) SQL
6 3 (13.64%) C
7 2 (9.09%) Perl
7 2 (9.09%) PL/SQL
8 1 (4.55%) ActionScript
8 1 (4.55%) Clojure
8 1 (4.55%) Haskell
8 1 (4.55%) PHP
8 1 (4.55%) Ruby
8 1 (4.55%) Scala
Qualifications
1 13 (59.09%) Degree
Vendors
1 2 (9.09%) Oracle
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