The table below looks at the prevalence of the term Mathematics in IT jobs advertised for the Cardiff region. Included is a guide to the salaries offered in IT jobs that have cited Mathematics over the 3 months to 8 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Mathematics (Maths)
Rank 56 65 56
Rank change year-on-year
+9 -9
Permanent jobs citing Mathematics 15 9 7
As % of all permanent IT jobs located in Cardiff 2.26% 1.31% 1.18%
As % of the Miscellaneous category 6.15% 4.37% 3.85%
Number of salaries quoted 14 6 7
Median salary £42,500 £45,000 £35,000
Median salary % change year-on-year
-5.55% +28.57%
UK excluding London median salary £40,000 £37,500 £37,500
% change year-on-year
+6.66% -
Mathematics
South Wales

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

Miscellaneous Category
Cardiff
Permanent IT job ads with a match in the
Miscellaneous category
244 206 182
As % of all permanent IT jobs located in Cardiff 36.69% 29.99% 30.74%
Number of salaries quoted 231 169 168
Median salary £36,750 £35,000 £35,000
Median salary % change year-on-year
+5.00% -
90% offered a salary of more than £25,000 £22,000 £25,000
10% offered a salary of more than £65,000 £55,000 £52,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Mathematics
Jobs Demand Trend in Cardiff

The demand trend of job ads across the Cardiff region citing Mathematics as a proportion of all IT jobs with a match in the Miscellaneous category.

Mathematics Jobs Demand Trend in Cardiff

Mathematics
Salary Trend in Cardiff

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

Mathematics Salary Trend in Cardiff

Mathematics
Salary Histogram in Cardiff

This chart provides a salary histogram for IT jobs citing Mathematics across the Cardiff region over the 3 months to 8 December 2016.

Mathematics Salary Histogram in Cardiff

Mathematics
Top 30 Related IT Skills in Cardiff

For the 6 months to 8 December 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 Cardiff region with a requirement for Mathematics.

1 16 (64.00%) Degree
2 14 (56.00%) Computer Science
3 12 (48.00%) C++
4 11 (44.00%) Agile Software Development
5 10 (40.00%) Software Engineering
6 4 (16.00%) ETL
6 4 (16.00%) STL
6 4 (16.00%) Statistics
6 4 (16.00%) Hadoop
6 4 (16.00%) Analytics
6 4 (16.00%) HDFS
6 4 (16.00%) Machine Learning
6 4 (16.00%) Apache Spark
6 4 (16.00%) Driving Licence
7 3 (12.00%) Algorithms
7 3 (12.00%) SDLC
7 3 (12.00%) Boost C++ Libraries
7 3 (12.00%) Python
7 3 (12.00%) Java
7 3 (12.00%) SQL
8 2 (8.00%) Workflow
8 2 (8.00%) Finance
8 2 (8.00%) Oracle Workflow
8 2 (8.00%) PostgreSQL
8 2 (8.00%) Data Warehouse
8 2 (8.00%) Data Modelling
8 2 (8.00%) RDBMS
8 2 (8.00%) Oracle
8 2 (8.00%) SOAP
8 2 (8.00%) Unix

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 4 (16.00%) Apache Spark
2 2 (8.00%) Apache Pig
2 2 (8.00%) Oracle Workflow
3 1 (4.00%) SAS
Applications
1 1 (4.00%) MS Excel
Database & Business Intelligence
1 4 (16.00%) Hadoop
2 2 (8.00%) Apache Hive
2 2 (8.00%) Big Data
2 2 (8.00%) Data Lake
2 2 (8.00%) Data Warehouse
2 2 (8.00%) HBase
2 2 (8.00%) Neo4j
2 2 (8.00%) NoSQL
2 2 (8.00%) Oracle Database
2 2 (8.00%) Pentaho
2 2 (8.00%) PostgreSQL
2 2 (8.00%) Presto
2 2 (8.00%) RDBMS
2 2 (8.00%) Relational Database
3 1 (4.00%) GIS
Development Applications
1 1 (4.00%) Jenkins
1 1 (4.00%) JIRA
1 1 (4.00%) Selenium
General
1 2 (8.00%) Finance
1 2 (8.00%) Multimedia
2 1 (4.00%) Pharmaceutical
Job Titles
1 8 (32.00%) Software Engineer
2 6 (24.00%) C++ Software Engineer
3 5 (20.00%) Developer
4 4 (16.00%) Senior C++ Software Engineer
4 4 (16.00%) Senior Software Engineer
5 3 (12.00%) C++ Developer
5 3 (12.00%) Graduate
5 3 (12.00%) Senior C++ Developer
5 3 (12.00%) Senior Developer
5 3 (12.00%) Software Developer
6 2 (8.00%) Big Data Engineer
6 2 (8.00%) C++ Software Developer
6 2 (8.00%) Data Engineer
6 2 (8.00%) Data Scientist
6 2 (8.00%) Graduate C++ Software Engineer
6 2 (8.00%) Graduate Software Engineer
6 2 (8.00%) Hadoop Engineer
6 2 (8.00%) Research Engineer
6 2 (8.00%) Senior Software Developer
7 1 (4.00%) Test Automation Engineer
Libraries, Frameworks & Software Standards
1 4 (16.00%) STL
2 3 (12.00%) Boost C++ Libraries
3 2 (8.00%) Natural Language Processing
3 2 (8.00%) RESTful
3 2 (8.00%) SOAP
3 2 (8.00%) Web Services
4 1 (4.00%) .NET
4 1 (4.00%) DirectX
4 1 (4.00%) J2EE
4 1 (4.00%) OpenGL
4 1 (4.00%) Qt
Miscellaneous
1 14 (56.00%) Computer Science
2 4 (16.00%) Driving Licence
2 4 (16.00%) Statistics
3 3 (12.00%) Algorithms
4 2 (8.00%) Analytical Skills
4 2 (8.00%) Data Integration
4 2 (8.00%) Informatics
4 2 (8.00%) Life Science
4 2 (8.00%) Neural Network
4 2 (8.00%) Visualisation
5 1 (4.00%) Credit Risk
5 1 (4.00%) Digital Media
5 1 (4.00%) Physics
Operating Systems
1 2 (8.00%) Linux
1 2 (8.00%) Unix
1 2 (8.00%) Windows
2 1 (4.00%) Android
2 1 (4.00%) Apple iOS
2 1 (4.00%) Mac OS X
Processes & Methodologies
1 11 (44.00%) Agile Software Development
2 10 (40.00%) Software Engineering
3 4 (16.00%) Analytics
3 4 (16.00%) ETL
3 4 (16.00%) Machine Learning
4 3 (12.00%) SDLC
5 2 (8.00%) Bayesian Methods
5 2 (8.00%) Data Analysis
5 2 (8.00%) Data Cleansing
5 2 (8.00%) Data Engineering
5 2 (8.00%) Data Modelling
5 2 (8.00%) Data Visualisation
5 2 (8.00%) Deep Learning
5 2 (8.00%) Digital Analytics
5 2 (8.00%) Logistic Regression
5 2 (8.00%) Mentoring
5 2 (8.00%) Operations Research
5 2 (8.00%) Random Forest
5 2 (8.00%) TDD
5 2 (8.00%) Time Series Analysis
Programming Languages
1 12 (48.00%) C++
2 3 (12.00%) Java
2 3 (12.00%) Python
2 3 (12.00%) SQL
3 1 (4.00%) Bash Shell
3 1 (4.00%) Delphi
3 1 (4.00%) Groovy
3 1 (4.00%) Perl
3 1 (4.00%) R
Qualifications
1 16 (64.00%) Degree
2 2 (8.00%) Postgraduate
3 1 (4.00%) MCP
3 1 (4.00%) Microsoft Certification
System Software
1 4 (16.00%) HDFS
Vendors
1 2 (8.00%) Oracle
2 1 (4.00%) Microsoft