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 24 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Jan 2017
Same period 2016 Same period 2015
Mathematics (Maths)
South Wales / Cardiff
Rank 55 62 64
Rank change year-on-year
+7 +2
Permanent jobs citing Mathematics 7 11 4
As % of all permanent IT jobs located in Cardiff 1.27% 1.69% 0.61%
As % of the Miscellaneous category 3.66% 4.62% 2.03%
Number of salaries quoted 7 11 4
Median salary £50,000 £40,000 £30,250
Median salary % change year-on-year
+25.00% +32.23%
90% offered a salary of more than £41,300 £20,500 £30,000
10% offered a salary of more than £60,000 £45,000 £33,650
UK excluding London median salary £42,500 £40,500 £38,500
% change year-on-year
+4.93% +5.19%

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
191 238 197
As % of all permanent IT jobs located in Cardiff 34.54% 36.50% 30.08%
Number of salaries quoted 183 196 186
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 £25,500 £24,000 £27,500
10% offered a salary of more than £60,000 £47,800 £55,000
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 24 January 2017.

Mathematics Salary Histogram in Cardiff

Mathematics
Top 30 Related IT Skills in Cardiff

For the 6 months to 24 January 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 13 (65.00%) Degree
2 11 (55.00%) Computer Science
3 8 (40.00%) Agile Software Development
3 8 (40.00%) C++
4 7 (35.00%) Software Engineering
5 4 (20.00%) ETL
5 4 (20.00%) Hadoop
5 4 (20.00%) HDFS
5 4 (20.00%) Apache Spark
5 4 (20.00%) Driving Licence
6 3 (15.00%) Algorithms
6 3 (15.00%) Finance
6 3 (15.00%) SQL
6 3 (15.00%) STL
6 3 (15.00%) Data Modelling
7 2 (10.00%) Statistics
7 2 (10.00%) Operations Research
7 2 (10.00%) Logistic Regression
7 2 (10.00%) Pentaho
7 2 (10.00%) Data Cleansing
7 2 (10.00%) Data Integration
7 2 (10.00%) Workflow
7 2 (10.00%) TDD
7 2 (10.00%) Multimedia
7 2 (10.00%) Postgraduate
7 2 (10.00%) Unix
7 2 (10.00%) Web Services
7 2 (10.00%) Oracle
7 2 (10.00%) SOAP
7 2 (10.00%) Oracle Workflow

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 (20.00%) Apache Spark
2 2 (10.00%) Apache Pig
2 2 (10.00%) Oracle Workflow
3 1 (5.00%) SAS
Applications
1 1 (5.00%) MS Excel
Database & Business Intelligence
1 4 (20.00%) Hadoop
2 2 (10.00%) Apache Hive
2 2 (10.00%) Big Data
2 2 (10.00%) Data Lake
2 2 (10.00%) Data Warehouse
2 2 (10.00%) HBase
2 2 (10.00%) Neo4j
2 2 (10.00%) NoSQL
2 2 (10.00%) Oracle Database
2 2 (10.00%) Pentaho
2 2 (10.00%) PostgreSQL
2 2 (10.00%) Presto
2 2 (10.00%) RDBMS
2 2 (10.00%) Relational Database
3 1 (5.00%) GIS
General
1 3 (15.00%) Finance
2 2 (10.00%) Multimedia
3 1 (5.00%) Legal
Job Titles
1 5 (25.00%) C++ Software Engineer
1 5 (25.00%) Software Engineer
2 4 (20.00%) Developer
3 3 (15.00%) C++ Developer
3 3 (15.00%) Graduate
3 3 (15.00%) Senior C++ Developer
3 3 (15.00%) Senior C++ Software Engineer
3 3 (15.00%) Senior Developer
3 3 (15.00%) Senior Software Engineer
4 2 (10.00%) Analyst
4 2 (10.00%) Big Data Engineer
4 2 (10.00%) C++ Software Developer
4 2 (10.00%) Data Engineer
4 2 (10.00%) Data Scientist
4 2 (10.00%) Graduate C++ Software Engineer
4 2 (10.00%) Graduate Software Engineer
4 2 (10.00%) Hadoop Engineer
4 2 (10.00%) Senior Software Developer
4 2 (10.00%) Software Developer
5 1 (5.00%) SAS Credit Risk Analyst
Libraries, Frameworks & Software Standards
1 3 (15.00%) STL
2 2 (10.00%) Boost C++ Libraries
2 2 (10.00%) Natural Language Processing
2 2 (10.00%) RESTful
2 2 (10.00%) SOAP
2 2 (10.00%) Web Services
3 1 (5.00%) DirectX
3 1 (5.00%) J2EE
3 1 (5.00%) OpenGL
3 1 (5.00%) Qt
Miscellaneous
1 11 (55.00%) Computer Science
2 4 (20.00%) Driving Licence
3 3 (15.00%) Algorithms
4 2 (10.00%) Analytical Skills
4 2 (10.00%) Data Integration
4 2 (10.00%) Neural Network
4 2 (10.00%) Statistics
4 2 (10.00%) Visualisation
5 1 (5.00%) Credit Risk
5 1 (5.00%) Digital Media
Operating Systems
1 2 (10.00%) Unix
2 1 (5.00%) Android
2 1 (5.00%) Apple iOS
2 1 (5.00%) Linux
2 1 (5.00%) Mac OS X
2 1 (5.00%) Windows
Processes & Methodologies
1 8 (40.00%) Agile Software Development
2 7 (35.00%) Software Engineering
3 4 (20.00%) ETL
4 3 (15.00%) Data Modelling
5 2 (10.00%) Analytics
5 2 (10.00%) Bayesian Methods
5 2 (10.00%) Data Cleansing
5 2 (10.00%) Data Engineering
5 2 (10.00%) Data Visualisation
5 2 (10.00%) Deep Learning
5 2 (10.00%) Digital Analytics
5 2 (10.00%) Logistic Regression
5 2 (10.00%) Machine Learning
5 2 (10.00%) Mentoring
5 2 (10.00%) Operations Research
5 2 (10.00%) Random Forest
5 2 (10.00%) SDLC
5 2 (10.00%) TDD
5 2 (10.00%) Time Series Analysis
5 2 (10.00%) Workflow
Programming Languages
1 8 (40.00%) C++
2 3 (15.00%) SQL
3 1 (5.00%) Java
Qualifications
1 13 (65.00%) Degree
2 2 (10.00%) Postgraduate
3 1 (5.00%) MCP
3 1 (5.00%) Microsoft Certification
System Software
1 4 (20.00%) HDFS
Vendors
1 2 (10.00%) Oracle
2 1 (5.00%) Microsoft
2 1 (5.00%) Tableau