The table below looks at the prevalence of the term Mathematics 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 4 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 May 2016
Same period 2015 Same period 2014
Mathematics (Maths)
Rank 65 75 69
Rank change year-on-year
+10 -6
Permanent jobs citing Mathematics 30 26 47
As % of all permanent IT jobs located in Edinburgh 2.33% 1.92% 2.85%
As % of the Miscellaneous category 5.52% 5.39% 9.00%
Number of salaries quoted 27 18 41
Median salary £42,500 £38,500 £40,000
Median salary % change year-on-year
+10.38% -3.75%
90% offered a salary of more than £26,500 £32,577 £25,000
10% offered a salary of more than £54,500 £42,375 £55,000
UK excluding London median salary £40,000 £37,500 £40,000
% change year-on-year
+6.66% -6.25%
Mathematics
Scotland

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

Miscellaneous Category
Edinburgh
Permanent IT job ads with a match in the
Miscellaneous category
543 482 522
As % of all permanent IT jobs located in Edinburgh 42.19% 35.68% 31.67%
Number of salaries quoted 319 276 320
Median salary £45,000 £40,000 £42,000
Median salary % change year-on-year
+12.50% -4.76%
90% offered a salary of more than £26,500 £28,000 £27,650
10% offered a salary of more than £70,000 £55,500 £57,500
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 Miscellaneous 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 4 May 2016.

Mathematics Salary Histogram in Edinburgh

Mathematics
Top 30 Related IT Skills in Edinburgh

For the 6 months to 4 May 2016, 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 36 (69.23%) Degree
2 28 (53.85%) Physics
3 24 (46.15%) Computer Science
4 21 (40.38%) Software Engineering
5 20 (38.46%) C++
6 18 (34.62%) C#
6 18 (34.62%) SQL
6 18 (34.62%) Finance
6 18 (34.62%) Economics
7 17 (32.69%) SAS
8 16 (30.77%) Agile Software Development
8 16 (30.77%) Business Analysis
9 13 (25.00%) Banking
9 13 (25.00%) Java
9 13 (25.00%) Microsoft
9 13 (25.00%) Analytical Skills
10 12 (23.08%) R
11 11 (21.15%) Analytics
12 10 (19.23%) SQL Server
12 10 (19.23%) PhD
12 10 (19.23%) Project Management
12 10 (19.23%) Retail
12 10 (19.23%) Psychology
13 9 (17.31%) Statistics
13 9 (17.31%) .NET
13 9 (17.31%) Algorithms
14 8 (15.38%) VBA
14 8 (15.38%) Windows
14 8 (15.38%) Linux
14 8 (15.38%) 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 17 (32.69%) SAS
2 4 (7.69%) Apache Spark
3 3 (5.77%) Apache
4 2 (3.85%) JBoss
4 2 (3.85%) WebLogic
5 1 (1.92%) ArcGIS
Applications
1 8 (15.38%) MS Excel
2 4 (7.69%) MS Office
2 4 (7.69%) S-PLUS
2 4 (7.69%) Stata
3 3 (5.77%) MS PowerPoint
3 3 (5.77%) SPSS
4 2 (3.85%) MS Visio
Cloud Services
1 3 (5.77%) Google Analytics
Communications & Networking
1 1 (1.92%) Skype
Database & Business Intelligence
1 10 (19.23%) SQL Server
2 8 (15.38%) Data Mining
3 6 (11.54%) BusinessObjects
4 4 (7.69%) Big Data
4 4 (7.69%) Data Warehouse
4 4 (7.69%) Hadoop
4 4 (7.69%) MongoDB
4 4 (7.69%) Oracle BI EE
4 4 (7.69%) PostgreSQL
5 3 (5.77%) GIS
5 3 (5.77%) Oracle Database
5 3 (5.77%) Oracle Database 10g
5 3 (5.77%) Oracle Database 11g
5 3 (5.77%) RDBMS
5 3 (5.77%) Relational Database
6 1 (1.92%) Base SAS
6 1 (1.92%) MySQL
Development Applications
1 2 (3.85%) Rational DOORS
1 2 (3.85%) Rational Rhapsody
General
1 18 (34.62%) Finance
2 13 (25.00%) Banking
3 10 (19.23%) Retail
4 7 (13.46%) Local Government
5 6 (11.54%) Games
6 4 (7.69%) Investment Banking
7 3 (5.77%) Telecoms
8 2 (3.85%) Avionics
8 2 (3.85%) Marketing
9 1 (1.92%) Manufacturing
9 1 (1.92%) Retail Banking
Job Titles
1 24 (46.15%) Analyst
2 11 (21.15%) Graduate
3 9 (17.31%) Graduate Analyst
4 8 (15.38%) Junior
4 8 (15.38%) Junior Analyst
4 8 (15.38%) Software Engineer
5 7 (13.46%) Graduate Test Analyst
5 7 (13.46%) Junior Test Analyst
5 7 (13.46%) Test Analyst
6 6 (11.54%) Business Analyst
7 4 (7.69%) C# Developer
7 4 (7.69%) Credit Analyst
7 4 (7.69%) Credit Risk Analyst
7 4 (7.69%) Data Scientist
7 4 (7.69%) Developer
7 4 (7.69%) Qualitative Analyst
7 4 (7.69%) Quantitative Analyst
7 4 (7.69%) Quantitative Risk Analyst
7 4 (7.69%) SQL Analyst
7 4 (7.69%) Technical Analyst
Libraries, Frameworks & Software Standards
1 9 (17.31%) .NET
2 4 (7.69%) Boost C++ Libraries
2 4 (7.69%) D3.js
2 4 (7.69%) STL
3 3 (5.77%) OpenMP
4 2 (3.85%) FIX Protocol
4 2 (3.85%) Middleware
5 1 (1.92%) ArcObjects
5 1 (1.92%) LAMP
Miscellaneous
1 28 (53.85%) Physics
2 24 (46.15%) Computer Science
3 18 (34.62%) Economics
4 13 (25.00%) Analytical Skills
5 10 (19.23%) Psychology
6 9 (17.31%) Algorithms
6 9 (17.31%) Statistics
7 5 (9.62%) Fixed Income
8 4 (7.69%) Applied Mathematics
8 4 (7.69%) Credit Derivative
8 4 (7.69%) Credit Risk
8 4 (7.69%) Derivative
8 4 (7.69%) Informatics
8 4 (7.69%) Visualisation
9 3 (5.77%) Enterprise Software
10 2 (3.85%) PACS
10 2 (3.85%) SWIFT
11 1 (1.92%) GPGPU
11 1 (1.92%) Life Science
11 1 (1.92%) Remote Sensing
Operating Systems
1 8 (15.38%) Linux
1 8 (15.38%) Windows
2 4 (7.69%) Android
2 4 (7.69%) Apple iOS
3 2 (3.85%) Unix
Processes & Methodologies
1 21 (40.38%) Software Engineering
2 16 (30.77%) Agile Software Development
2 16 (30.77%) Business Analysis
3 11 (21.15%) Analytics
4 10 (19.23%) Project Management
5 8 (15.38%) OO
6 7 (13.46%) Business Intelligence
6 7 (13.46%) Operations Research
7 6 (11.54%) Continuous Integration
7 6 (11.54%) UML
8 5 (9.62%) Image Processing
8 5 (9.62%) Statistical Modelling
9 4 (7.69%) API Design
9 4 (7.69%) Black-Scholes
9 4 (7.69%) Data Governance
9 4 (7.69%) Data Visualisation
9 4 (7.69%) Monte Carlo Method
9 4 (7.69%) Presales
9 4 (7.69%) SDLC
9 4 (7.69%) Statistical Analysis
Programming Languages
1 20 (38.46%) C++
2 18 (34.62%) C#
2 18 (34.62%) SQL
3 13 (25.00%) Java
4 12 (23.08%) R
5 8 (15.38%) Python
5 8 (15.38%) VBA
6 5 (9.62%) Perl
7 4 (7.69%) C
7 4 (7.69%) MATLAB
7 4 (7.69%) Scala
8 3 (5.77%) Fortran
8 3 (5.77%) PHP
8 3 (5.77%) PL/SQL
9 2 (3.85%) Ruby
10 1 (1.92%) JavaScript
Qualifications
1 36 (69.23%) Degree
2 10 (19.23%) PhD
3 4 (7.69%) ISEB
4 1 (1.92%) SC Cleared
4 1 (1.92%) Security Cleared
Quality Assurance & Compliance
1 4 (7.69%) Basel II
1 4 (7.69%) Solvency II
System Software
1 2 (3.85%) Squid
Vendors
1 13 (25.00%) Microsoft
2 4 (7.69%) Greenplum
2 4 (7.69%) Tableau
2 4 (7.69%) Xamarin
3 3 (5.77%) Adobe
3 3 (5.77%) Google
3 3 (5.77%) Oracle
4 2 (3.85%) Informatica
5 1 (1.92%) Mapinfo
Edinburgh
Churchill Frank International
Salary: £40000 - £55000 per annum
Posted: 16 days ago