The table below looks at the prevalence of the term Mathematics in IT jobs advertised for the Wales region. Included is a guide to the salaries offered in IT jobs that have cited Mathematics over the 3 months to 11 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
11 Dec 2016
Same period 2015 Same period 2014
Mathematics (Maths)
Rank 90 84 90
Rank change year-on-year
-6 +6
Permanent jobs citing Mathematics 22 13 9
As % of all permanent IT jobs located in Wales 1.71% 1.06% 0.70%
As % of the Miscellaneous category 4.46% 3.36% 1.93%
Number of salaries quoted 19 10 9
Median salary £32,000 £41,250 £35,000
Median salary % change year-on-year
-22.42% +17.85%
UK excluding London median salary £40,000 £37,500 £37,500
% change year-on-year
+6.66% -
Mathematics
UK

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

Miscellaneous Category
Wales
Permanent IT job ads with a match in the
Miscellaneous category
493 387 467
As % of all permanent IT jobs located in Wales 38.34% 31.64% 36.54%
Number of salaries quoted 408 314 355
Median salary £37,725 £35,000 £36,000
Median salary % change year-on-year
+7.78% -2.77%
90% offered a salary of more than £24,000 £25,000 £22,500
10% offered a salary of more than £60,000 £60,000 £52,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Mathematics
Jobs Demand Trend in Wales

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

Mathematics Jobs Demand Trend in Wales

Mathematics
Salary Trend in Wales

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

Mathematics Salary Trend in Wales

Mathematics
Salary Histogram in Wales

This chart provides a salary histogram for IT jobs citing Mathematics across the Wales region over the 3 months to 11 December 2016.

Mathematics Salary Histogram in Wales

Mathematics
Job Locations in Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Mathematics within the Wales region over the 3 months to 11 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
South Wales +10 22 £32,000 -22.42% 2
Mathematics
UK

Mathematics
Top 30 Related IT Skills in Wales

For the 6 months to 11 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 Wales region with a requirement for Mathematics.

1 38 (79.17%) Degree
2 29 (60.42%) Computer Science
3 27 (56.25%) C++
4 25 (52.08%) Software Engineering
5 24 (50.00%) Agile Software Development
6 19 (39.58%) Statistics
7 18 (37.50%) Analytics
8 17 (35.42%) Data Analysis
8 17 (35.42%) Machine Learning
9 16 (33.33%) Physics
9 16 (33.33%) Java
9 16 (33.33%) Python
10 15 (31.25%) Informatics
10 15 (31.25%) Life Science
10 15 (31.25%) Natural Language Processing
11 13 (27.08%) Health Informatics
11 13 (27.08%) Artificial Intelligence
11 13 (27.08%) C#
12 8 (16.67%) Analytical Skills
13 5 (10.42%) Cybersecurity
13 5 (10.42%) SDLC
14 4 (8.33%) Driving Licence
14 4 (8.33%) Apache Spark
14 4 (8.33%) HDFS
14 4 (8.33%) Finance
14 4 (8.33%) STL
14 4 (8.33%) ETL
14 4 (8.33%) Hadoop
15 3 (6.25%) Boost C++ Libraries
15 3 (6.25%) Vulnerability Management

Mathematics
Top Related IT Skills in Wales 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 (8.33%) Apache Spark
2 2 (4.17%) Apache Pig
2 2 (4.17%) Oracle Workflow
3 1 (2.08%) SAS
Applications
1 1 (2.08%) MS Excel
Cloud Services
1 1 (2.08%) AdWords
1 1 (2.08%) Google Analytics
Communications & Networking
1 1 (2.08%) Internet
1 1 (2.08%) WAN
Database & Business Intelligence
1 4 (8.33%) Hadoop
2 2 (4.17%) Apache Hive
2 2 (4.17%) Big Data
2 2 (4.17%) Data Lake
2 2 (4.17%) Data Warehouse
2 2 (4.17%) HBase
2 2 (4.17%) Neo4j
2 2 (4.17%) NoSQL
2 2 (4.17%) Oracle Database
2 2 (4.17%) Pentaho
2 2 (4.17%) PostgreSQL
2 2 (4.17%) Presto
2 2 (4.17%) RDBMS
2 2 (4.17%) Relational Database
3 1 (2.08%) GIS
Development Applications
1 2 (4.17%) Rational Rhapsody
2 1 (2.08%) Jenkins
2 1 (2.08%) JIRA
2 1 (2.08%) Selenium
General
1 4 (8.33%) Finance
2 2 (4.17%) Aerospace
2 2 (4.17%) Automotive
2 2 (4.17%) Military
2 2 (4.17%) Multimedia
3 1 (2.08%) Advertising
3 1 (2.08%) Electronics
3 1 (2.08%) Marketing
3 1 (2.08%) Pharmaceutical
3 1 (2.08%) Telecoms
Job Titles
1 23 (47.92%) Software Engineer
2 15 (31.25%) Research Engineer
3 8 (16.67%) C++ Software Engineer
4 6 (12.50%) Analyst
4 6 (12.50%) Graduate
4 6 (12.50%) Senior C++ Software Engineer
4 6 (12.50%) Senior Software Engineer
5 5 (10.42%) Developer
6 4 (8.33%) Junior
7 3 (6.25%) C++ Developer
7 3 (6.25%) Graduate Analyst
7 3 (6.25%) Graduate Security Analyst
7 3 (6.25%) Junior Analyst
7 3 (6.25%) Junior Security Analyst
7 3 (6.25%) Security Analyst
7 3 (6.25%) Senior C++ Developer
7 3 (6.25%) Senior Developer
7 3 (6.25%) Software Developer
8 2 (4.17%) Data Engineer
8 2 (4.17%) Graduate C++ Software Engineer
Libraries, Frameworks & Software Standards
1 15 (31.25%) Natural Language Processing
2 4 (8.33%) STL
3 3 (6.25%) Boost C++ Libraries
4 2 (4.17%) OpenGL
4 2 (4.17%) RESTful
4 2 (4.17%) SOAP
4 2 (4.17%) Web Services
5 1 (2.08%) .NET
5 1 (2.08%) DirectX
5 1 (2.08%) J2EE
5 1 (2.08%) Qt
Miscellaneous
1 29 (60.42%) Computer Science
2 19 (39.58%) Statistics
3 16 (33.33%) Physics
4 15 (31.25%) Informatics
4 15 (31.25%) Life Science
5 13 (27.08%) Artificial Intelligence
5 13 (27.08%) Health Informatics
6 8 (16.67%) Analytical Skills
7 4 (8.33%) Driving Licence
8 3 (6.25%) Algorithms
9 2 (4.17%) Data Integration
9 2 (4.17%) Economics
9 2 (4.17%) Neural Network
9 2 (4.17%) Visualisation
10 1 (2.08%) Client/Server
10 1 (2.08%) Credit Risk
10 1 (2.08%) Digital Media
Operating Systems
1 3 (6.25%) Linux
1 3 (6.25%) Windows
2 2 (4.17%) Unix
3 1 (2.08%) Android
3 1 (2.08%) Apple iOS
3 1 (2.08%) Mac OS X
Processes & Methodologies
1 25 (52.08%) Software Engineering
2 24 (50.00%) Agile Software Development
3 18 (37.50%) Analytics
4 17 (35.42%) Data Analysis
4 17 (35.42%) Machine Learning
5 5 (10.42%) Cybersecurity
5 5 (10.42%) SDLC
6 4 (8.33%) ETL
7 3 (6.25%) Vulnerability Management
8 2 (4.17%) Change Control
8 2 (4.17%) Data Cleansing
8 2 (4.17%) Data Modelling
8 2 (4.17%) Data Visualisation
8 2 (4.17%) Logistic Regression
8 2 (4.17%) Multithreading
8 2 (4.17%) OO
8 2 (4.17%) OOD
8 2 (4.17%) Operations Research
8 2 (4.17%) TDD
8 2 (4.17%) UML
Programming Languages
1 27 (56.25%) C++
2 16 (33.33%) Java
2 16 (33.33%) Python
3 13 (27.08%) C#
4 3 (6.25%) SQL
5 1 (2.08%) Bash Shell
5 1 (2.08%) Delphi
5 1 (2.08%) Groovy
5 1 (2.08%) Perl
5 1 (2.08%) R
Qualifications
1 38 (79.17%) Degree
2 2 (4.17%) Postgraduate
3 1 (2.08%) CISSP
3 1 (2.08%) MCP
3 1 (2.08%) Microsoft Certification
3 1 (2.08%) SANS
3 1 (2.08%) Security Cleared
Quality Assurance & Compliance
1 1 (2.08%) ISO/IEC 27001
1 1 (2.08%) MISRA
1 1 (2.08%) MISRA C
1 1 (2.08%) PCI DSS
System Software
1 4 (8.33%) HDFS
Vendors
1 2 (4.17%) Oracle
2 1 (2.08%) DoubleClick
2 1 (2.08%) Google
2 1 (2.08%) Microsoft