Period
to 22 January 2018

The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 22 January 2018 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
England > East of England
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 27 49 67
Rank change year-on-year +22 +18 +8
Permanent jobs citing Mathematics 943 583 558
As % of all permanent IT jobs advertised in the East of England 7.89% 4.73% 3.78%
As % of the Processes & Methodologies category 8.97% 5.32% 4.32%
Number of salaries quoted 738 478 488
East of England median annual salary £50,000 £42,500 £40,000
Median salary % change year-on-year +17.65% +6.25% -
10th Percentile £26,750 £23,500 £22,500
90th Percentile £65,375 £65,000 £63,750
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +11.76%

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 the East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Permanent vacancies with a requirement for process or methodology skills 10,514 10,957 12,923
As % of all permanent IT jobs advertised in the East of England 88.01% 88.99% 87.46%
Number of salaries quoted 8,542 9,007 10,587
East of England median annual salary £48,500 £45,344 £45,000
Median salary % change year-on-year +6.96% +0.76% -
10th Percentile £28,500 £27,500 £26,250
90th Percentile £71,250 £70,000 £68,100
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Mathematics
Job Vacancy Trend in the East of England

Job postings citing Mathematics as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Mathematics in the East of England

Mathematics
Salary Trend in the East of England

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

Salary trend for Mathematics in the East of England

Mathematics
Salary Histogram in the East of England

The salary distribution of IT jobs citing Mathematics in the East of England over the 6 months to 22 January 2018.

Salary histogram for Mathematics in the East of England

Mathematics
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Mathematics within the East of England region over the 6 months to 22 January 2018. 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
Cambridgeshire +6 644 £47,500 +26.67% 129
Hertfordshire +45 233 £50,000 - 34
Essex +34 33 £60,000 +60.00% 9
Norfolk +19 13 £30,000 -32.58% 3
Bedfordshire +18 13 £35,000 -12.50% 10
Suffolk +10 7 £45,000 +119.51% 4
Mathematics
England

For the 6 months to 22 January 2018, 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 East of England region with a requirement for Mathematics.

1 594 (62.99%) Computer Science
2 529 (56.10%) Degree
3 410 (43.48%) Software Engineering
4 372 (39.45%) C++
5 371 (39.34%) Python
6 340 (36.06%) Physics
7 289 (30.65%) C#
8 281 (29.80%) Java
9 253 (26.83%) C
10 219 (23.22%) Algorithms
11 209 (22.16%) Linux
11 209 (22.16%) Agile Software Development
12 194 (20.57%) SQL
13 167 (17.71%) .NET
13 167 (17.71%) Machine Learning
14 165 (17.50%) JavaScript
15 162 (17.18%) OO
16 160 (16.97%) Computer Science Degree
17 147 (15.59%) MATLAB
17 147 (15.59%) Statistics
18 145 (15.38%) PhD
19 142 (15.06%) Finance
20 128 (13.57%) HTML
20 128 (13.57%) SDLC
21 121 (12.83%) Windows
22 108 (11.45%) Analytical Skills
23 95 (10.07%) Electronics
24 91 (9.65%) CSS
25 89 (9.44%) Test Automation
26 82 (8.70%) WPF

Mathematics
Co-occurring IT Skills in the East of England 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 31 (3.29%) Elasticsearch
1 31 (3.29%) OpenStack
2 18 (1.91%) CMS
2 18 (1.91%) Umbraco
3 9 (0.95%) Apache Spark
4 6 (0.64%) JBoss
5 5 (0.53%) MS Exchange
6 3 (0.32%) SAS
7 2 (0.21%) Apache Solr
7 2 (0.21%) Exchange Server 2010
7 2 (0.21%) Exchange Server 2013
7 2 (0.21%) SharePoint
7 2 (0.21%) Tomcat
8 1 (0.11%) Exchange Server 2007
8 1 (0.11%) Jupyter
8 1 (0.11%) Skype for Business
Applications
1 16 (1.70%) Microsoft Excel
2 10 (1.06%) Microsoft Office
3 5 (0.53%) Microsoft PowerPoint
3 5 (0.53%) Weka
4 3 (0.32%) MS Visio
5 2 (0.21%) Microsoft Project
6 1 (0.11%) 3ds Max
6 1 (0.11%) GNU Octave
6 1 (0.11%) Mathematica
6 1 (0.11%) Maya
6 1 (0.11%) Photoshop
6 1 (0.11%) SOLIDWORKS
6 1 (0.11%) Spreadsheet
6 1 (0.11%) SPSS
6 1 (0.11%) ZBrush
Business Applications
1 2 (0.21%) WebTrends
Cloud Services
1 30 (3.18%) Microsoft Azure
2 28 (2.97%) Amazon AWS
3 16 (1.70%) SaaS
4 10 (1.06%) Amazon EC2
4 10 (1.06%) AWS Elastic Beanstalk
4 10 (1.06%) Google App Engine
4 10 (1.06%) Google Cloud Platform
4 10 (1.06%) Google Compute Engine
5 8 (0.85%) GitHub
6 3 (0.32%) Azure Machine Learning
7 2 (0.21%) AdWords
7 2 (0.21%) Cloud Computing
7 2 (0.21%) Google Analytics
8 1 (0.11%) Mimecast
8 1 (0.11%) Office 365
Communications & Networking
1 69 (7.32%) TCP/IP
2 39 (4.14%) Wireless
3 13 (1.38%) Bluetooth
4 11 (1.17%) Wi-Fi
5 10 (1.06%) Ethernet
6 9 (0.95%) NAS
7 7 (0.74%) Firewall
7 7 (0.74%) WAN
8 6 (0.64%) LAN
8 6 (0.64%) WLAN
9 5 (0.53%) Broadband
10 4 (0.42%) LTE
11 3 (0.32%) BGP
11 3 (0.32%) EIGRP
11 3 (0.32%) OSPF
11 3 (0.32%) RIP
11 3 (0.32%) SMS
11 3 (0.32%) VoIP
11 3 (0.32%) VSAT
12 2 (0.21%) IPsec
Database & Business Intelligence
1 54 (5.73%) NoSQL
2 53 (5.62%) Big Data
3 42 (4.45%) Redis
4 30 (3.18%) SQL Server
5 26 (2.76%) Hadoop
6 22 (2.33%) Data Warehouse
7 17 (1.80%) Relational Database
8 15 (1.59%) Data Mining
9 13 (1.38%) MySQL
10 11 (1.17%) Apache Cassandra
11 10 (1.06%) Amazon RDS
12 9 (0.95%) Power BI
12 9 (0.95%) RDBMS
13 7 (0.74%) BusinessObjects
14 6 (0.64%) GIS
14 6 (0.64%) Semantic Layer
15 4 (0.42%) KNIME
16 2 (0.21%) Couchbase
16 2 (0.21%) MongoDB
16 2 (0.21%) Oracle Database
Development Applications
1 70 (7.42%) Visual Studio
2 41 (4.35%) Git (software)
2 41 (4.35%) NUnit
3 34 (3.61%) Selenium
4 23 (2.44%) JUnit
5 17 (1.80%) Team Foundation Server
6 16 (1.70%) JBehave
7 14 (1.48%) Grunt
7 14 (1.48%) WebDriver
8 13 (1.38%) LabVIEW
9 7 (0.74%) Eclipse
9 7 (0.74%) Jenkins
9 7 (0.74%) Moq
9 7 (0.74%) SpecFlow
10 6 (0.64%) JIRA
11 5 (0.53%) Rhino Mocks
12 4 (0.42%) ReSharper
13 3 (0.32%) ClearCase
14 2 (0.21%) GCC
14 2 (0.21%) WebSharper
General
1 142 (15.06%) Finance
2 95 (10.07%) Electronics
3 34 (3.61%) Telecoms
4 17 (1.80%) Marketing
5 12 (1.27%) Retail
6 11 (1.17%) Automotive
7 6 (0.64%) Games
7 6 (0.64%) Manufacturing
7 6 (0.64%) Publishing
8 5 (0.53%) Law
8 5 (0.53%) Legal
8 5 (0.53%) Pharmaceutical
9 4 (0.42%) French Language
10 3 (0.32%) Arabic Language
10 3 (0.32%) Portuguese Language
10 3 (0.32%) Spanish Language
11 2 (0.21%) Aerospace
11 2 (0.21%) Digital Economy
11 2 (0.21%) Military
12 1 (0.11%) Multimedia
Job Titles
1 343 (36.37%) Developer
2 282 (29.90%) Software Engineer
3 170 (18.03%) Graduate
4 145 (15.38%) C++ Software Engineer
5 112 (11.88%) Software Developer
6 107 (11.35%) C# Developer
7 106 (11.24%) Graduate Software Engineer
8 91 (9.65%) .NET Developer
9 86 (9.12%) C Software Engineer
10 74 (7.85%) Analyst
11 71 (7.53%) Embedded Engineer
12 68 (7.21%) C++ Developer
13 67 (7.10%) C/C++ Software Engineer
14 62 (6.57%) Developer/Software Engineer
15 61 (6.47%) C++ Software Developer
16 57 (6.04%) Senior Developer
17 54 (5.73%) Embedded C Engineer
18 53 (5.62%) Java Developer
19 51 (5.41%) C# .NET Developer
19 51 (5.41%) Embedded Software Engineer
Libraries, Frameworks & Software Standards
1 167 (17.71%) .NET
2 128 (13.57%) HTML
3 91 (9.65%) CSS
4 82 (8.70%) WPF
5 62 (6.57%) ASP.NET
6 57 (6.04%) OpenGL
7 49 (5.20%) RabbitMQ
8 47 (4.98%) AngularJS
9 38 (4.03%) WCF
10 35 (3.71%) ASP.NET MVC
11 31 (3.29%) jQuery
12 26 (2.76%) Web Services
13 25 (2.65%) DirectX
14 22 (2.33%) HTML5
15 21 (2.23%) Reactive Extensions
16 20 (2.12%) HEVC
16 20 (2.12%) RESTful
17 19 (2.01%) TensorFlow
18 18 (1.91%) SignalR
19 17 (1.80%) XML
Miscellaneous
1 594 (62.99%) Computer Science
2 219 (23.22%) Algorithms
3 108 (11.45%) Analytical Skills
4 45 (4.77%) Life Science
5 40 (4.24%) Embedded Systems
6 31 (3.29%) Robotics
7 30 (3.18%) Data Structures
8 28 (2.97%) 3D Graphics
9 26 (2.76%) Greenfield Project
10 25 (2.65%) Mobile App
11 24 (2.55%) Augmented Reality
12 15 (1.59%) 3D Printing
13 14 (1.48%) Acoustics
14 9 (0.95%) CUDA
14 9 (0.95%) Linux Command Line
15 6 (0.64%) User Experience
16 5 (0.53%) Device Driver
16 5 (0.53%) GPGPU
16 5 (0.53%) Private Cloud
16 5 (0.53%) Reinsurance
Operating Systems
1 209 (22.16%) Linux
2 121 (12.83%) Windows
3 29 (3.08%) Android
3 29 (3.08%) Unix
4 20 (2.12%) CoreOS
4 20 (2.12%) Debian
4 20 (2.12%) Ubuntu
5 18 (1.91%) Apple iOS
6 10 (1.06%) AIX
7 8 (0.85%) Embedded Linux
8 3 (0.32%) Red Hat Enterprise Linux
8 3 (0.32%) Windows Server
9 2 (0.21%) VxWorks
9 2 (0.21%) Windows 7
9 2 (0.21%) Windows Server 2012
10 1 (0.11%) VMS
10 1 (0.11%) Windows 8
10 1 (0.11%) Windows XP
Processes & Methodologies
1 410 (43.48%) Software Engineering
2 340 (36.06%) Physics
3 209 (22.16%) Agile Software Development
4 167 (17.71%) Machine Learning
5 162 (17.18%) OO
6 147 (15.59%) Statistics
7 128 (13.57%) SDLC
8 89 (9.44%) Test Automation
9 78 (8.27%) Artificial Intelligence
10 69 (7.32%) Computer Vision
11 66 (7.00%) Multithreading
12 65 (6.89%) MVC
13 63 (6.68%) Web Development
14 58 (6.15%) Data Analysis
15 54 (5.73%) Analytics
16 48 (5.09%) Unit Testing
17 45 (4.77%) TDD
18 44 (4.67%) Economics
18 44 (4.67%) Scrum
19 43 (4.56%) Open Source
Programming Languages
1 372 (39.45%) C++
2 371 (39.34%) Python
3 289 (30.65%) C#
4 281 (29.80%) Java
5 253 (26.83%) C
6 194 (20.57%) SQL
7 165 (17.50%) JavaScript
8 147 (15.59%) MATLAB
9 48 (5.09%) Embedded C
10 43 (4.56%) R
11 36 (3.82%) Embedded C++
12 30 (3.18%) Julia
13 28 (2.97%) TypeScript
14 22 (2.33%) Perl
15 18 (1.91%) Ruby
16 14 (1.48%) GLSL
17 12 (1.27%) Scala
18 7 (0.74%) Assembly Language
18 7 (0.74%) VB
19 6 (0.64%) Shell Script
Qualifications
1 529 (56.10%) Degree
2 160 (16.97%) Computer Science Degree
3 145 (15.38%) PhD
4 55 (5.83%) Numerate Degree
5 24 (2.55%) Security Cleared
6 9 (0.95%) HNC
7 8 (0.85%) CCNA
7 8 (0.85%) Cisco Certification
8 5 (0.53%) Master's Degree
8 5 (0.53%) Microsoft Certification
8 5 (0.53%) SC Cleared
9 4 (0.42%) CCNP
10 3 (0.32%) HND
10 3 (0.32%) MCP
10 3 (0.32%) Postgraduate
11 2 (0.21%) MBA
12 1 (0.11%) A+ Certification
12 1 (0.11%) MCSA
12 1 (0.11%) MCSE
12 1 (0.11%) Network+ Certification
Quality Assurance & Compliance
1 36 (3.82%) QA
2 15 (1.59%) Data Quality
3 5 (0.53%) SLA
4 2 (0.21%) ISO 13485
4 2 (0.21%) ISO 9001
5 1 (0.11%) PMO
System Software
1 29 (3.08%) Docker
2 21 (2.23%) Ceph
3 19 (2.01%) Firmware
4 8 (0.85%) VMware Infrastructure
5 5 (0.53%) Active Directory
6 3 (0.32%) Hyper-V
7 1 (0.11%) iptables
7 1 (0.11%) VMware ESXi
Systems Management
1 24 (2.55%) Consul
2 23 (2.44%) Puppet
3 22 (2.33%) Kubernetes
4 17 (1.80%) Graphite
5 5 (0.53%) HP Quality Center
6 2 (0.21%) Ansible
7 1 (0.11%) Cobbler
7 1 (0.11%) Opscode Chef
7 1 (0.11%) WSUS
Vendors
1 74 (7.85%) Microsoft
2 21 (2.23%) Oracle
3 20 (2.12%) Tableau
4 13 (1.38%) Google
4 13 (1.38%) Twitter
5 12 (1.27%) NetApp
6 11 (1.17%) Facebook
6 11 (1.17%) Terracotta
7 10 (1.06%) Cisco
7 10 (1.06%) IBM
8 9 (0.95%) TOWER Software
8 9 (0.95%) VMware
9 6 (0.64%) SAP
10 5 (0.53%) Wind River
10 5 (0.53%) Xilinx
11 4 (0.42%) Intel
11 4 (0.42%) Perforce
12 3 (0.32%) Cognos
12 3 (0.32%) Nokia
12 3 (0.32%) Red Hat