The table below looks at the statistics for Mathematics skills 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 22 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Feb 2017
Same period 2016 Same period 2015
Mathematics (Maths)
South Wales / Cardiff
Rank 55 57 65
Rank change year-on-year
+2 +8
Permanent jobs citing Mathematics 6 16 6
As % of all permanent IT jobs located in Cardiff 1.11% 2.20% 0.88%
As % of the Processes & Methodologies category 1.24% 2.63% 1.05%
Number of salaries quoted 6 16 5
Median salary £34,000 £36,000 £30,500
Median salary % change year-on-year
-5.55% +18.03%
90% offered a salary of more than £33,000 £21,250 £30,000
10% offered a salary of more than £41,750 £45,000 £35,000
UK excluding London median salary £42,500 £42,000 £38,500
% change year-on-year
+1.19% +9.09%

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

Processes & Methodologies Category
Cardiff
Permanent IT job ads with a match in the
Processes & Methodologies category
483 609 571
As % of all permanent IT jobs located in Cardiff 89.61% 83.77% 84.09%
Number of salaries quoted 439 510 491
Median salary £37,500 £36,000 £35,000
Median salary % change year-on-year
+4.16% +2.85%
90% offered a salary of more than £27,500 £27,500 £26,500
10% offered a salary of more than £51,500 £47,500 £52,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 Processes & Methodologies 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 22 February 2017.

Mathematics Salary Histogram in Cardiff

Mathematics
Top 30 Related IT Skills in Cardiff

For the 6 months to 22 February 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 (52.00%) Computer Science
2 11 (44.00%) Degree
2 11 (44.00%) Agile Software Development
3 10 (40.00%) SQL
4 8 (32.00%) ETL
5 7 (28.00%) Hadoop
6 6 (24.00%) Big Data
6 6 (24.00%) Web Services
6 6 (24.00%) C++
7 5 (20.00%) Linux
7 5 (20.00%) OO
7 5 (20.00%) Software Engineering
7 5 (20.00%) Apache Pig
7 5 (20.00%) Machine Learning
7 5 (20.00%) SDLC
7 5 (20.00%) Visualisation
7 5 (20.00%) Apache Hive
7 5 (20.00%) NoSQL
7 5 (20.00%) Data Visualisation
7 5 (20.00%) Data Cleansing
8 4 (16.00%) jQuery
8 4 (16.00%) Zend
8 4 (16.00%) Tableau
8 4 (16.00%) Driving Licence
8 4 (16.00%) HPCC
8 4 (16.00%) HDFS
8 4 (16.00%) Apache Spark
8 4 (16.00%) Systems Analysis
8 4 (16.00%) MVC
8 4 (16.00%) Scrum

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 (20.00%) Apache Pig
2 4 (16.00%) Apache Spark
3 2 (8.00%) Oracle Workflow
4 1 (4.00%) SAS
Applications
1 1 (4.00%) MS Excel
Database & Business Intelligence
1 7 (28.00%) Hadoop
2 6 (24.00%) Big Data
3 5 (20.00%) Apache Hive
3 5 (20.00%) NoSQL
4 4 (16.00%) HPCC
4 4 (16.00%) MySQL
5 3 (12.00%) QlikView
5 3 (12.00%) Spotfire
6 2 (8.00%) Data Lake
6 2 (8.00%) Data Warehouse
6 2 (8.00%) HBase
6 2 (8.00%) Neo4j
6 2 (8.00%) Oracle Database
6 2 (8.00%) Pentaho
6 2 (8.00%) PostgreSQL
6 2 (8.00%) Presto
6 2 (8.00%) RDBMS
6 2 (8.00%) Relational Database
7 1 (4.00%) GIS
General
1 3 (12.00%) Finance
1 3 (12.00%) Games
2 2 (8.00%) Multimedia
3 1 (4.00%) Legal
Job Titles
1 7 (28.00%) Developer
2 5 (20.00%) Analyst
3 4 (16.00%) C++ Software Engineer
3 4 (16.00%) PHP Developer
3 4 (16.00%) Software Engineer
4 3 (12.00%) Data Analyst
4 3 (12.00%) Data Visualisation Specialist
4 3 (12.00%) Senior C++ Software Engineer
4 3 (12.00%) Senior Software Engineer
4 3 (12.00%) Technical Analyst
4 3 (12.00%) Technical Specialist
5 2 (8.00%) Big Data Engineer
5 2 (8.00%) C++ Developer
5 2 (8.00%) Data Engineer
5 2 (8.00%) Data Scientist
5 2 (8.00%) Graduate
5 2 (8.00%) Hadoop Engineer
5 2 (8.00%) Senior C++ Developer
5 2 (8.00%) Senior Developer
6 1 (4.00%) Software Developer
Libraries, Frameworks & Software Standards
1 6 (24.00%) Web Services
2 4 (16.00%) jQuery
3 3 (12.00%) Pandas
4 2 (8.00%) Natural Language Processing
4 2 (8.00%) RESTful
4 2 (8.00%) SOAP
4 2 (8.00%) STL
5 1 (4.00%) Boost C++ Libraries
5 1 (4.00%) DirectX
5 1 (4.00%) J2EE
5 1 (4.00%) OpenGL
5 1 (4.00%) Qt
Miscellaneous
1 13 (52.00%) Computer Science
2 4 (16.00%) Driving Licence
3 3 (12.00%) Algorithms
4 2 (8.00%) Analytical Skills
5 1 (4.00%) Credit Risk
5 1 (4.00%) Digital Media
Operating Systems
1 5 (20.00%) Linux
2 2 (8.00%) Unix
3 1 (4.00%) Android
3 1 (4.00%) Apple iOS
3 1 (4.00%) Mac OS X
3 1 (4.00%) Windows
Processes & Methodologies
1 11 (44.00%) Agile Software Development
2 8 (32.00%) ETL
3 5 (20.00%) Data Cleansing
3 5 (20.00%) Data Visualisation
3 5 (20.00%) Machine Learning
3 5 (20.00%) OO
3 5 (20.00%) SDLC
3 5 (20.00%) Software Engineering
3 5 (20.00%) Visualisation
4 4 (16.00%) Business Intelligence
4 4 (16.00%) MVC
4 4 (16.00%) Scrum
4 4 (16.00%) Systems Analysis
5 3 (12.00%) Data Modelling
5 3 (12.00%) Econometrics
5 3 (12.00%) MapReduce
6 2 (8.00%) Data Integration
6 2 (8.00%) Neural Network
6 2 (8.00%) Operations Research
6 2 (8.00%) Statistics
Programming Languages
1 10 (40.00%) SQL
2 6 (24.00%) C++
3 4 (16.00%) JavaScript
3 4 (16.00%) PHP
4 3 (12.00%) Python
4 3 (12.00%) R
5 1 (4.00%) Java
Qualifications
1 11 (44.00%) 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 4 (16.00%) Tableau
1 4 (16.00%) Zend
2 2 (8.00%) Oracle
3 1 (4.00%) Microsoft