Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Hampshire with a requirement for Mathematics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Mathematics over the 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
South East > Hampshire
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 158 83 111
Rank change year-on-year -75 +28 +42
Permanent jobs citing Mathematics 108 236 186
As % of all permanent IT jobs advertised in Hampshire 1.68% 3.46% 2.60%
As % of the Processes & Methodologies category 1.94% 3.97% 2.97%
Number of salaries quoted 104 226 160
Hampshire median annual salary £32,500 £33,750 £32,500
Median salary % change year-on-year -3.70% +3.85% -18.75%
10th Percentile £24,750 £23,750 £18,750
90th Percentile £62,125 £60,000 £58,775
South East median annual salary £42,750 £37,500 £38,000
% change year-on-year +14.00% -1.32% -5.00%

Mathematics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Hampshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Hampshire
Permanent vacancies with a requirement for process or methodology skills 5559 5947 6269
As % of all permanent IT jobs advertised in Hampshire 86.60% 87.19% 87.67%
Number of salaries quoted 4774 5095 5288
Hampshire median annual salary £42,500 £41,000 £42,500
Median salary % change year-on-year +3.66% -3.53% +1.80%
10th Percentile £26,250 £26,250 £25,000
90th Percentile £65,000 £62,500 £62,500
South East median annual salary £45,000 £45,000 £45,000

Mathematics
Job Vacancy Trend in Hampshire

Job postings citing Mathematics as a percentage of all IT jobs advertised in Hampshire.

Job vacancy trend for Mathematics in Hampshire

Mathematics
Salary Trend in Hampshire

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

Salary trend for Mathematics in Hampshire

Mathematics
Salary Histogram in Hampshire

The salary distribution of IT jobs citing Mathematics in Hampshire over the 6 months to 21 November 2017.

Salary histogram for Mathematics in Hampshire

Mathematics
Job Locations in Hampshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Mathematics within the Hampshire region over the 6 months to 21 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Southampton -18 42 £52,500 +5.00% 2
Fareham +2 30 £28,750 -11.54% 3
Basingstoke -35 15 £30,000 - 1
Portsmouth -13 8 £30,000 +41.18% 3
Farnborough 0 3 £40,000 -13.98%
Winchester -9 2 £36,250 +55.91%
Andover -18 2 £50,000 +104.08%
Fleet +30 1 £25,500 -7.27%
Havant +1 1 £43,500 +85.11%
Mathematics
South East

For the 6 months to 21 November 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 Hampshire region with a requirement for Mathematics.

1 78 (72.22%) Degree
2 76 (70.37%) Computer Science
3 52 (48.15%) Physics
4 46 (42.59%) Software Engineering
5 45 (41.67%) Python
6 39 (36.11%) C++
7 37 (34.26%) C#
7 37 (34.26%) NoSQL
8 33 (30.56%) Java
9 29 (26.85%) Agile Software Development
10 27 (25.00%) JavaScript
10 27 (25.00%) PhD
11 26 (24.07%) Node.js
12 25 (23.15%) SQL
12 25 (23.15%) .NET
13 24 (22.22%) HTML
14 23 (21.30%) Electronics
15 22 (20.37%) Linux
15 22 (20.37%) CSS
16 20 (18.52%) Computer Science Degree
17 19 (17.59%) RESTful
18 18 (16.67%) AngularJS
18 18 (16.67%) BDD
18 18 (16.67%) Microsoft Azure
18 18 (16.67%) HTML5
18 18 (16.67%) TDD
19 17 (15.74%) CSS3
19 17 (15.74%) Machine Learning
19 17 (15.74%) ASP.NET Web API
20 16 (14.81%) Amazon AWS

Mathematics
Co-occurring IT Skills in Hampshire 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 2 (1.85%) Apache
1 2 (1.85%) Cloud Foundry
1 2 (1.85%) GemFire
1 2 (1.85%) SAS
2 1 (0.93%) Adobe Experience Manager
2 1 (0.93%) CMS
2 1 (0.93%) Drupal
2 1 (0.93%) Elasticsearch
2 1 (0.93%) Joomla!
2 1 (0.93%) SharePoint
2 1 (0.93%) WordPress
Applications
1 5 (4.63%) Adobe Illustrator
1 5 (4.63%) Microsoft Excel
1 5 (4.63%) Photoshop
2 4 (3.70%) GIMP
2 4 (3.70%) Inkscape
3 3 (2.78%) Microsoft Office
4 2 (1.85%) Microsoft Project
5 1 (0.93%) Acrobat
Business Applications
1 2 (1.85%) Dynamics CRM
1 2 (1.85%) Eloqua
2 1 (0.93%) WebTrends
Cloud Services
1 18 (16.67%) Microsoft Azure
2 16 (14.81%) Amazon AWS
3 3 (2.78%) GitHub
3 3 (2.78%) Google Analytics
3 3 (2.78%) SaaS
4 2 (1.85%) PaaS
5 1 (0.93%) Adobe Analytics
5 1 (0.93%) AdWords
Communications & Networking
1 1 (0.93%) SMS
Database & Business Intelligence
1 37 (34.26%) NoSQL
2 14 (12.96%) Relational Database
3 12 (11.11%) Big Data
4 6 (5.56%) Data Mining
5 4 (3.70%) RDBMS
6 3 (2.78%) Power BI
6 3 (2.78%) SQL Server Integration Services
7 2 (1.85%) Apache Hive
7 2 (1.85%) Essbase
7 2 (1.85%) HBase
7 2 (1.85%) MongoDB
7 2 (1.85%) Oracle BI EE
7 2 (1.85%) PostgreSQL
7 2 (1.85%) SQL Server Reporting Services
8 1 (0.93%) Hadoop
8 1 (0.93%) MS Access
8 1 (0.93%) PowerPivot
8 1 (0.93%) QlikView
8 1 (0.93%) SQL Server
8 1 (0.93%) SQL Server Analysis Services
Development Applications
1 7 (6.48%) Git (software)
2 4 (3.70%) Sublime Text
3 2 (1.85%) Eclipse
3 2 (1.85%) Gradle
3 2 (1.85%) IntelliJ
3 2 (1.85%) Jenkins
3 2 (1.85%) JUnit
3 2 (1.85%) SonarQube
4 1 (0.93%) Selenium
4 1 (0.93%) Team Foundation Server
4 1 (0.93%) Visual Studio
4 1 (0.93%) Visual Studio Team System
4 1 (0.93%) WebDriver
General
1 23 (21.30%) Electronics
2 7 (6.48%) Telecoms
3 5 (4.63%) Finance
4 4 (3.70%) Retail
5 3 (2.78%) Marketing
5 3 (2.78%) Military
6 2 (1.85%) Banking
7 1 (0.93%) Aerospace
7 1 (0.93%) Games
Job Titles
1 51 (47.22%) Developer
2 29 (26.85%) Graduate
3 26 (24.07%) Software Developer
4 24 (22.22%) Junior
5 18 (16.67%) Senior Developer
6 17 (15.74%) Software Engineer
7 15 (13.89%) .NET Developer
7 15 (13.89%) C# Developer
8 14 (12.96%) Data Scientist
9 13 (12.04%) Junior Developer
9 13 (12.04%) Senior .NET Developer
10 12 (11.11%) C# .NET Developer
10 12 (11.11%) F# Developer
10 12 (11.11%) Senior C# .NET Developer
10 12 (11.11%) Senior C# Developer
11 10 (9.26%) C++ Software Engineer
12 9 (8.33%) Graduate C++ Software Engineer
12 9 (8.33%) Graduate Developer
12 9 (8.33%) Graduate Software Engineer
12 9 (8.33%) Junior Software Developer
Libraries, Frameworks & Software Standards
1 26 (24.07%) Node.js
2 25 (23.15%) .NET
3 24 (22.22%) HTML
4 22 (20.37%) CSS
5 19 (17.59%) RESTful
6 18 (16.67%) AngularJS
6 18 (16.67%) HTML5
7 17 (15.74%) ASP.NET Web API
7 17 (15.74%) CSS3
8 12 (11.11%) ASP.NET
9 10 (9.26%) Web Services
10 7 (6.48%) ASP.NET MVC
11 4 (3.70%) JSON
11 4 (3.70%) REST
11 4 (3.70%) SVG
11 4 (3.70%) XML
12 3 (2.78%) J2EE
12 3 (2.78%) Natural Language Processing
12 3 (2.78%) React
12 3 (2.78%) Spring
Miscellaneous
1 76 (70.37%) Computer Science
2 13 (12.04%) Algorithms
3 12 (11.11%) Greenfield Project
4 10 (9.26%) Analytical Skills
5 5 (4.63%) Linux Command Line
6 4 (3.70%) Vector Graphics
7 2 (1.85%) Fintech
7 2 (1.85%) Internet of Things
7 2 (1.85%) Management Information System
7 2 (1.85%) RIA
7 2 (1.85%) Virtual Team
8 1 (0.93%) Cybercrime
8 1 (0.93%) Driving Licence
8 1 (0.93%) e-Learning
8 1 (0.93%) Graphic Design
8 1 (0.93%) SCORM
8 1 (0.93%) Social Media
8 1 (0.93%) User Experience
Operating Systems
1 22 (20.37%) Linux
2 11 (10.19%) Unix
3 2 (1.85%) Embedded Linux
4 1 (0.93%) Mac OS X
4 1 (0.93%) Windows
Processes & Methodologies
1 52 (48.15%) Physics
2 46 (42.59%) Software Engineering
3 29 (26.85%) Agile Software Development
4 18 (16.67%) BDD
4 18 (16.67%) TDD
5 17 (15.74%) Machine Learning
6 15 (13.89%) Statistics
7 14 (12.96%) Data Analysis
8 11 (10.19%) Mathematical Modelling
8 11 (10.19%) OO
9 10 (9.26%) Analytics
10 9 (8.33%) Chemistry
10 9 (8.33%) Cybersecurity
10 9 (8.33%) OOP
11 7 (6.48%) DevOps
11 7 (6.48%) MVC
11 7 (6.48%) Visualisation
12 6 (5.56%) Business Intelligence
12 6 (5.56%) Innovative Thinking
13 5 (4.63%) Validation
Programming Languages
1 45 (41.67%) Python
2 39 (36.11%) C++
3 37 (34.26%) C#
4 33 (30.56%) Java
5 27 (25.00%) JavaScript
6 25 (23.15%) SQL
7 15 (13.89%) F#
8 11 (10.19%) Bash Shell
8 11 (10.19%) C
8 11 (10.19%) R
9 7 (6.48%) MATLAB
10 4 (3.70%) Ruby
11 3 (2.78%) Ada
11 3 (2.78%) Perl
11 3 (2.78%) VB.NET
12 2 (1.85%) Ada 95
12 2 (1.85%) Shell Script
13 1 (0.93%) Julia
13 1 (0.93%) PHP
13 1 (0.93%) VBA
Qualifications
1 78 (72.22%) Degree
2 27 (25.00%) PhD
3 20 (18.52%) Computer Science Degree
4 9 (8.33%) Security Cleared
5 7 (6.48%) SC Cleared
6 5 (4.63%) Numerate Degree
7 1 (0.93%) Analytics IQ
7 1 (0.93%) ISEB
7 1 (0.93%) ISTQB
7 1 (0.93%) Master's Degree
Quality Assurance & Compliance
1 4 (3.70%) Data Quality
2 3 (2.78%) QA
2 3 (2.78%) SLA
3 1 (0.93%) PMO
System Software
1 2 (1.85%) HDFS
Vendors
1 6 (5.56%) Oracle
2 5 (4.63%) Adobe
2 5 (4.63%) Microsoft
3 3 (2.78%) Google
4 2 (1.85%) HubSpot
4 2 (1.85%) Marketo
4 2 (1.85%) Pardot
4 2 (1.85%) Siebel
4 2 (1.85%) Tableau
5 1 (0.93%) Facebook
5 1 (0.93%) Hootsuite
5 1 (0.93%) Omniture