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

3 months to
17 Jan 2017
Same period 2016 Same period 2015
Mathematics (Maths)
UK / Wales
Rank 81 85 103
Rank change year-on-year
+4 +18
Permanent jobs citing Mathematics 15 18 6
As % of all permanent IT jobs located in Wales 1.35% 1.47% 0.47%
As % of the Miscellaneous category 3.80% 4.40% 1.36%
Number of salaries quoted 13 18 6
Median salary £45,000 £41,250 £30,000
Median salary % change year-on-year
+9.09% +37.50%
90% offered a salary of more than £24,400 £19,450 £19,750
10% offered a salary of more than £59,000 £45,000 £32,750
UK excluding London median salary £42,500 £40,000 £38,500
% change year-on-year
+6.25% +3.89%

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
395 409 442
As % of all permanent IT jobs located in Wales 35.65% 33.31% 34.37%
Number of salaries quoted 317 341 377
Median salary £40,000 £35,000 £37,500
Median salary % change year-on-year
+14.28% -6.66%
90% offered a salary of more than £23,600 £26,500 £28,800
10% offered a salary of more than £60,000 £52,500 £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 17 January 2017.

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 17 January 2017. 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 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 +7 14 £43,750 +6.06%
North Wales - 1 £45,000 -
Mathematics
UK

Mathematics
Top 30 Related IT Skills in Wales

For the 6 months to 17 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 Wales region with a requirement for Mathematics.

1 34 (77.27%) Degree
2 25 (56.82%) Computer Science
3 23 (52.27%) C++
4 22 (50.00%) Software Engineering
5 21 (47.73%) Agile Software Development
6 19 (43.18%) Statistics
7 16 (36.36%) Physics
7 16 (36.36%) Analytics
8 15 (34.09%) Machine Learning
8 15 (34.09%) Natural Language Processing
8 15 (34.09%) Data Analysis
9 14 (31.82%) Java
10 13 (29.55%) C#
10 13 (29.55%) Python
10 13 (29.55%) Artificial Intelligence
10 13 (29.55%) Informatics
10 13 (29.55%) Life Science
10 13 (29.55%) Health Informatics
11 8 (18.18%) Analytical Skills
12 7 (15.91%) Finance
13 5 (11.36%) SQL
14 4 (9.09%) Hadoop
14 4 (9.09%) ETL
14 4 (9.09%) Apache Spark
14 4 (9.09%) HDFS
14 4 (9.09%) SDLC
14 4 (9.09%) Driving Licence
15 3 (6.82%) Algorithms
15 3 (6.82%) Data Warehouse
15 3 (6.82%) Data Modelling

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 (9.09%) Apache Spark
2 2 (4.55%) Apache Pig
2 2 (4.55%) Oracle Workflow
3 1 (2.27%) SAS
Applications
1 1 (2.27%) MS Excel
Cloud Services
1 1 (2.27%) AdWords
1 1 (2.27%) Google Analytics
Communications & Networking
1 1 (2.27%) WAN
Database & Business Intelligence
1 4 (9.09%) Hadoop
2 3 (6.82%) Data Warehouse
3 2 (4.55%) Apache Hive
3 2 (4.55%) Big Data
3 2 (4.55%) Data Lake
3 2 (4.55%) HBase
3 2 (4.55%) Neo4j
3 2 (4.55%) NoSQL
3 2 (4.55%) Oracle Database
3 2 (4.55%) Pentaho
3 2 (4.55%) PostgreSQL
3 2 (4.55%) Presto
3 2 (4.55%) RDBMS
3 2 (4.55%) Relational Database
4 1 (2.27%) GIS
4 1 (2.27%) SQL Server
4 1 (2.27%) SQL Server 2012
4 1 (2.27%) SQL Server 2014
4 1 (2.27%) SQL Server Analysis Services
4 1 (2.27%) SQL Server Integration Services
Development Applications
1 2 (4.55%) Rational Rhapsody
General
1 7 (15.91%) Finance
2 2 (4.55%) Advertising
2 2 (4.55%) Aerospace
2 2 (4.55%) Automotive
2 2 (4.55%) Marketing
2 2 (4.55%) Military
2 2 (4.55%) Multimedia
3 1 (2.27%) Electronics
3 1 (2.27%) Legal
Job Titles
1 20 (45.45%) Software Engineer
2 13 (29.55%) Research Engineer
3 8 (18.18%) Analyst
4 7 (15.91%) C++ Software Engineer
5 6 (13.64%) Graduate
6 5 (11.36%) Developer
6 5 (11.36%) Senior C++ Software Engineer
6 5 (11.36%) Senior Software Engineer
7 3 (6.82%) C++ Developer
7 3 (6.82%) Data Analyst
7 3 (6.82%) Graduate Analyst
7 3 (6.82%) Graduate Security Analyst
7 3 (6.82%) Junior
7 3 (6.82%) Junior Analyst
7 3 (6.82%) Junior Security Analyst
7 3 (6.82%) Security Analyst
7 3 (6.82%) Senior C++ Developer
7 3 (6.82%) Senior Developer
8 2 (4.55%) Data Engineer
8 2 (4.55%) Graduate C++ Software Engineer
Libraries, Frameworks & Software Standards
1 15 (34.09%) Natural Language Processing
2 3 (6.82%) STL
3 2 (4.55%) Boost C++ Libraries
3 2 (4.55%) OpenGL
3 2 (4.55%) RESTful
3 2 (4.55%) SOAP
3 2 (4.55%) Web Services
4 1 (2.27%) DirectX
4 1 (2.27%) J2EE
4 1 (2.27%) Qt
Miscellaneous
1 25 (56.82%) Computer Science
2 19 (43.18%) Statistics
3 16 (36.36%) Physics
4 13 (29.55%) Artificial Intelligence
4 13 (29.55%) Health Informatics
4 13 (29.55%) Informatics
4 13 (29.55%) Life Science
5 8 (18.18%) Analytical Skills
6 4 (9.09%) Driving Licence
7 3 (6.82%) Algorithms
8 2 (4.55%) Data Integration
8 2 (4.55%) Economics
8 2 (4.55%) Neural Network
8 2 (4.55%) Visualisation
9 1 (2.27%) Credit Risk
9 1 (2.27%) Digital Media
Operating Systems
1 2 (4.55%) Unix
2 1 (2.27%) Android
2 1 (2.27%) Apple iOS
2 1 (2.27%) Linux
2 1 (2.27%) Mac OS X
2 1 (2.27%) Windows
Processes & Methodologies
1 22 (50.00%) Software Engineering
2 21 (47.73%) Agile Software Development
3 16 (36.36%) Analytics
4 15 (34.09%) Data Analysis
4 15 (34.09%) Machine Learning
5 4 (9.09%) ETL
5 4 (9.09%) SDLC
6 3 (6.82%) Change Control
6 3 (6.82%) Cybersecurity
6 3 (6.82%) Data Modelling
6 3 (6.82%) Vulnerability Management
7 2 (4.55%) Business Intelligence
7 2 (4.55%) Data Cleansing
7 2 (4.55%) Data Visualisation
7 2 (4.55%) Logistic Regression
7 2 (4.55%) Multithreading
7 2 (4.55%) OO
7 2 (4.55%) OOD
7 2 (4.55%) Operations Research
7 2 (4.55%) UML
Programming Languages
1 23 (52.27%) C++
2 14 (31.82%) Java
3 13 (29.55%) C#
3 13 (29.55%) Python
4 5 (11.36%) SQL
5 1 (2.27%) T-SQL
Qualifications
1 34 (77.27%) Degree
2 2 (4.55%) Postgraduate
3 1 (2.27%) MCP
3 1 (2.27%) Microsoft Certification
3 1 (2.27%) Security Cleared
Quality Assurance & Compliance
1 1 (2.27%) MISRA
1 1 (2.27%) MISRA C
System Software
1 4 (9.09%) HDFS
Vendors
1 2 (4.55%) Microsoft
1 2 (4.55%) Oracle
2 1 (2.27%) DoubleClick
2 1 (2.27%) Google
2 1 (2.27%) Tableau