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 3 months to 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Mathematics (Maths)
South Wales / Cardiff
Rank 64 60 62
Rank change year-on-year -4 +2  
Permanent jobs citing Mathematics 4 14 6
As % of all permanent IT jobs advertised in Cardiff 0.71% 2.01% 0.92%
As % of the Processes & Methodologies category 0.80% 2.39% 1.08%
Number of salaries quoted 4 14 5
Median salary £33,250 £36,000 £35,000
Median salary % change year-on-year -7.63% +2.85%  
90% offered a salary of more than £32,150 £20,500 £30,000
10% offered a salary of more than £52,200 £45,000 £36,000
UK excluding London median salary £40,000 £40,000 £38,250
% change year-on-year - +4.57%  

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 Cardiff with a requirement for process and methodology skills.

Process & Methodology Skills
Cardiff
Permanent job vacancies with a requirement for process and methodology skills 501 587 558
As % of all permanent IT job vacancies advertised in Cardiff 89.15% 84.22% 85.45%
Number of salaries quoted 447 473 485
Median salary £40,000 £37,500 £35,000
Median salary % change year-on-year +6.66% +7.14%  
90% offered a salary of more than £27,500 £26,000 £25,000
10% offered a salary of more than £57,500 £52,500 £51,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Mathematics
Job Vacancy Trend in Cardiff

The job posting trend of jobs advertised in Cardiff 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 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 3 months to 25 March 2017.

Salary histogram for Mathematics in Cardiff

Mathematics
Top 30 Related IT Skills in Cardiff

For the 6 months to 25 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 Cardiff region with a requirement for Mathematics.

1 11 (47.83%) Degree
2 10 (43.48%) Computer Science
3 8 (34.78%) Agile Software Development
3 8 (34.78%) SQL
4 7 (30.43%) Hadoop
5 6 (26.09%) C++
5 6 (26.09%) ETL
6 5 (21.74%) Visualisation
6 5 (21.74%) Software Engineering
6 5 (21.74%) Apache Hive
6 5 (21.74%) NoSQL
6 5 (21.74%) Data Visualisation
6 5 (21.74%) Machine Learning
6 5 (21.74%) Apache Pig
7 4 (17.39%) HDFS
7 4 (17.39%) Driving Licence
7 4 (17.39%) Big Data
7 4 (17.39%) Tableau
7 4 (17.39%) Web Services
7 4 (17.39%) Linux
7 4 (17.39%) Business Intelligence
7 4 (17.39%) Apache Spark
8 3 (13.04%) Algorithms
8 3 (13.04%) SDLC
8 3 (13.04%) Windows
8 3 (13.04%) OO
8 3 (13.04%) Python
8 3 (13.04%) JavaScript
8 3 (13.04%) Data Modelling
8 3 (13.04%) Finance

Mathematics
Top Related 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 5 (21.74%) Apache Pig
2 4 (17.39%) Apache Spark
3 2 (8.70%) Oracle Workflow
Applications
1 1 (4.35%) MS Excel
Communications & Networking
1 1 (4.35%) HTTP
1 1 (4.35%) TCP/IP
Database & Business Intelligence
1 7 (30.43%) Hadoop
2 5 (21.74%) Apache Hive
2 5 (21.74%) NoSQL
3 4 (17.39%) Big Data
4 3 (13.04%) PostgreSQL
4 3 (13.04%) QlikView
4 3 (13.04%) Spotfire
5 2 (8.70%) Data Lake
5 2 (8.70%) Data Warehouse
5 2 (8.70%) HBase
5 2 (8.70%) HPCC
5 2 (8.70%) MySQL
5 2 (8.70%) Neo4j
5 2 (8.70%) Oracle Database
5 2 (8.70%) Pentaho
5 2 (8.70%) Presto
5 2 (8.70%) RDBMS
5 2 (8.70%) Relational Database
6 1 (4.35%) GIS
Development Applications
1 1 (4.35%) Rational DOORS
General
1 3 (13.04%) Finance
1 3 (13.04%) Games
2 2 (8.70%) Multimedia
3 1 (4.35%) Aerospace
3 1 (4.35%) Legal
Job Titles
1 5 (21.74%) Developer
2 4 (17.39%) Analyst
2 4 (17.39%) Software Engineer
3 3 (13.04%) C++ Software Engineer
3 3 (13.04%) Data Analyst
3 3 (13.04%) Data Visualisation Specialist
3 3 (13.04%) Senior C++ Software Engineer
3 3 (13.04%) Senior Software Engineer
3 3 (13.04%) Technical Analyst
3 3 (13.04%) Technical Specialist
4 2 (8.70%) Big Data Engineer
4 2 (8.70%) C++ Developer
4 2 (8.70%) Data Engineer
4 2 (8.70%) Data Scientist
4 2 (8.70%) Hadoop Engineer
4 2 (8.70%) PHP Developer
4 2 (8.70%) Senior C++ Developer
4 2 (8.70%) Senior Developer
5 1 (4.35%) Business Intelligence Analyst
5 1 (4.35%) C++ Software Developer
Libraries, Frameworks & Software Standards
1 4 (17.39%) Web Services
2 3 (13.04%) Pandas
3 2 (8.70%) jQuery
3 2 (8.70%) Natural Language Processing
3 2 (8.70%) RESTful
3 2 (8.70%) SOAP
3 2 (8.70%) STL
4 1 (4.35%) .NET
4 1 (4.35%) Ajax
4 1 (4.35%) Boost C++ Libraries
4 1 (4.35%) DirectX
4 1 (4.35%) J2EE
4 1 (4.35%) JSON
4 1 (4.35%) OpenGL
4 1 (4.35%) Qt
4 1 (4.35%) WPF
4 1 (4.35%) XML
Miscellaneous
1 10 (43.48%) Computer Science
2 4 (17.39%) Driving Licence
3 3 (13.04%) Algorithms
4 2 (8.70%) Analytical Skills
5 1 (4.35%) Digital Media
Operating Systems
1 4 (17.39%) Linux
2 3 (13.04%) Windows
3 2 (8.70%) Unix
4 1 (4.35%) Android
4 1 (4.35%) Apple iOS
4 1 (4.35%) Mac OS X
4 1 (4.35%) VxWorks
Processes & Methodologies
1 8 (34.78%) Agile Software Development
2 6 (26.09%) ETL
3 5 (21.74%) Data Visualisation
3 5 (21.74%) Machine Learning
3 5 (21.74%) Software Engineering
3 5 (21.74%) Visualisation
4 4 (17.39%) Business Intelligence
5 3 (13.04%) Data Cleansing
5 3 (13.04%) Data Modelling
5 3 (13.04%) Econometrics
5 3 (13.04%) MapReduce
5 3 (13.04%) OO
5 3 (13.04%) SDLC
6 2 (8.70%) A/B Testing
6 2 (8.70%) Analytics
6 2 (8.70%) Data Engineering
6 2 (8.70%) Data Integration
6 2 (8.70%) Digital Analytics
6 2 (8.70%) Neural Network
6 2 (8.70%) Random Forest
Programming Languages
1 8 (34.78%) SQL
2 6 (26.09%) C++
3 3 (13.04%) JavaScript
3 3 (13.04%) Python
3 3 (13.04%) R
4 2 (8.70%) Java
4 2 (8.70%) PHP
5 1 (4.35%) Assembly Language
5 1 (4.35%) C
5 1 (4.35%) C#
5 1 (4.35%) Fortran
5 1 (4.35%) MATLAB
5 1 (4.35%) Ruby
Qualifications
1 11 (47.83%) Degree
2 2 (8.70%) Postgraduate
3 1 (4.35%) MCP
3 1 (4.35%) Microsoft Certification
3 1 (4.35%) PhD
Quality Assurance & Compliance
1 1 (4.35%) DO-178B
1 1 (4.35%) IEC 61508
1 1 (4.35%) MISRA
1 1 (4.35%) MISRA C
System Software
1 4 (17.39%) HDFS
Vendors
1 4 (17.39%) Tableau
2 2 (8.70%) Oracle
2 2 (8.70%) Zend
3 1 (4.35%) Microsoft
Cardiff, South Glamorgan
Sanderson
Salary: £22000 - £25000 per annum
Posted: 2 days ago
Cardiff, South Glamorgan
Lexis Nexis Risk Solutions
Salary: From £20,000 to £30,000 per annum plus generous package
Posted: Yesterday