Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Cardiff with a requirement for Mathematics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Mathematics over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
South Wales > Cardiff
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 74 81 78
Rank change year-on-year +7 -3 +10
Permanent jobs citing Mathematics 5 30 35
As % of all permanent IT jobs advertised in Cardiff 0.61% 2.18% 2.25%
As % of the Processes & Methodologies category 0.67% 2.45% 2.64%
Number of salaries quoted 5 29 28
Cardiff median annual salary £39,000 £36,000 £36,000
Median salary % change year-on-year +8.33% - +2.86%
10th Percentile £22,350 £21,150 £26,000
90th Percentile £45,600 £54,500 £58,750
South Wales median annual salary £40,000 £28,000 £33,500
% change year-on-year +42.86% -16.42% +13.56%

Mathematics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cardiff with a requirement for process or methodology skills.

All Process and Methodology Skills
Cardiff
Permanent vacancies with a requirement for process or methodology skills 749 1222 1326
As % of all permanent IT jobs advertised in Cardiff 91.68% 88.61% 85.05%
Number of salaries quoted 663 1107 1124
Cardiff median annual salary £39,000 £36,000 £36,500
Median salary % change year-on-year +8.33% -1.37% +4.29%
10th Percentile £24,250 £22,500 £23,500
90th Percentile £56,000 £55,000 £55,000
South Wales median annual salary £39,000 £37,500 £36,500
% change year-on-year +4.00% +2.74% +4.29%

Mathematics
Job Vacancy Trend in Cardiff

Job postings citing Mathematics as a percentage of all IT jobs advertised in Cardiff.

Job vacancy trend for Mathematics in Cardiff

Mathematics
Salary Trend in Cardiff

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

Salary trend for Mathematics in Cardiff

Mathematics
Salary Histogram in Cardiff

The salary distribution of IT jobs citing Mathematics in Cardiff over the 6 months to 23 November 2017.

Salary histogram for Mathematics in Cardiff

For the 6 months to 23 November 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 Cardiff region with a requirement for Mathematics.

1 4 (80.00%) Degree
2 3 (60.00%) Java
3 2 (40.00%) JavaScript
3 2 (40.00%) J2EE
3 2 (40.00%) Web Services
3 2 (40.00%) OO
3 2 (40.00%) Python
3 2 (40.00%) PhD
3 2 (40.00%) Hibernate
3 2 (40.00%) Spring
3 2 (40.00%) Apache Flex
3 2 (40.00%) RESTful
3 2 (40.00%) Scala
3 2 (40.00%) Node.js
3 2 (40.00%) AngularJS
3 2 (40.00%) Analytical Skills
4 1 (20.00%) Apache Spark
4 1 (20.00%) PMO
4 1 (20.00%) Numerate Degree
4 1 (20.00%) Apache Pig
4 1 (20.00%) Pandas
4 1 (20.00%) Mentoring
4 1 (20.00%) MapReduce
4 1 (20.00%) Tableau
4 1 (20.00%) Machine Learning
4 1 (20.00%) Hadoop
4 1 (20.00%) Apache Hive
4 1 (20.00%) R
4 1 (20.00%) WPF
4 1 (20.00%) Microsoft PowerPoint

Mathematics
Co-occurring IT Skills in Cardiff 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 (20.00%) Apache Pig
1 1 (20.00%) Apache Spark
Applications
1 1 (20.00%) Microsoft Excel
1 1 (20.00%) Microsoft Office
1 1 (20.00%) Microsoft PowerPoint
1 1 (20.00%) Microsoft Project
Database & Business Intelligence
1 1 (20.00%) Apache Hive
1 1 (20.00%) Hadoop
Development Applications
1 1 (20.00%) Visual Studio
General
1 1 (20.00%) Games
Job Titles
1 3 (60.00%) Developer
2 2 (40.00%) Analyst
2 2 (40.00%) Java Developer
3 1 (20.00%) Business Intelligence Analyst
3 1 (20.00%) Business Intelligence Data Analyst
3 1 (20.00%) C++ Developer
3 1 (20.00%) C++ Software Developer
3 1 (20.00%) Data Analyst
3 1 (20.00%) Graduate
3 1 (20.00%) Graduate C++ Developer
3 1 (20.00%) Graduate C++ Software Developer
3 1 (20.00%) Graduate Developer
3 1 (20.00%) Graduate Software Developer
3 1 (20.00%) PMO Analyst
3 1 (20.00%) Software Developer
Libraries, Frameworks & Software Standards
1 2 (40.00%) AngularJS
1 2 (40.00%) Apache Flex
1 2 (40.00%) Hibernate
1 2 (40.00%) J2EE
1 2 (40.00%) Node.js
1 2 (40.00%) RESTful
1 2 (40.00%) Spring
1 2 (40.00%) Web Services
2 1 (20.00%) .NET
2 1 (20.00%) Pandas
2 1 (20.00%) STL
2 1 (20.00%) WPF
Miscellaneous
1 2 (40.00%) Analytical Skills
2 1 (20.00%) Computer Science
Processes & Methodologies
1 2 (40.00%) OO
2 1 (20.00%) Business Intelligence
2 1 (20.00%) Data Analysis
2 1 (20.00%) Machine Learning
2 1 (20.00%) MapReduce
2 1 (20.00%) Mentoring
2 1 (20.00%) Physics
Programming Languages
1 3 (60.00%) Java
2 2 (40.00%) JavaScript
2 2 (40.00%) Python
2 2 (40.00%) Scala
3 1 (20.00%) C#
3 1 (20.00%) C++
3 1 (20.00%) R
3 1 (20.00%) SQL
Qualifications
1 4 (80.00%) Degree
2 2 (40.00%) PhD
3 1 (20.00%) Numerate Degree
Quality Assurance & Compliance
1 1 (20.00%) PMO
Vendors
1 1 (20.00%) Tableau