Period
to 18 November 2017

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 18 November 2017 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
England > East of England
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 27 61 69
Rank change year-on-year +34 +8 +5
Permanent jobs citing Mathematics 956 550 576
As % of all permanent IT jobs advertised in the East of England 8.01% 4.15% 3.74%
As % of the Processes & Methodologies category 9.09% 4.69% 4.30%
Number of salaries quoted 748 489 533
East of England median annual salary £45,000 £37,500 £40,000
Median salary % change year-on-year +20.00% -6.25% -
10th Percentile £26,250 £23,250 £22,500
90th Percentile £66,250 £65,000 £62,500
England median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - +5.88%

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 10512 11719 13402
As % of all permanent IT jobs advertised in the East of England 88.03% 88.51% 87.06%
Number of salaries quoted 8539 9657 11005
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +3.45%
10th Percentile £27,500 £26,750 £26,250
90th Percentile £70,000 £70,000 £67,500
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 18 November 2017.

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 18 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
Cambridgeshire +10 692 £45,000 +33.33% 51
Hertfordshire +25 178 £45,000 +2.86% 10
Bedfordshire +20 40 £35,000 -2.78% 4
Essex +40 24 £42,500 +21.43% 1
Suffolk +1 12 £45,000 +64.38% 1
Norfolk +17 10 £30,000 -32.58% 1
Mathematics
England

For the 6 months to 18 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 East of England region with a requirement for Mathematics.

1 613 (64.12%) Computer Science
2 547 (57.22%) Degree
3 424 (44.35%) Software Engineering
4 411 (42.99%) Python
5 398 (41.63%) Physics
6 372 (38.91%) C++
7 322 (33.68%) Java
8 287 (30.02%) C#
9 272 (28.45%) Algorithms
10 235 (24.58%) C
11 230 (24.06%) Machine Learning
12 205 (21.44%) Linux
13 191 (19.98%) Agile Software Development
14 189 (19.77%) PhD
15 188 (19.67%) MATLAB
16 184 (19.25%) SQL
17 167 (17.47%) Computer Science Degree
18 166 (17.36%) OO
19 163 (17.05%) Statistics
20 162 (16.95%) .NET
21 159 (16.63%) JavaScript
22 134 (14.02%) Finance
23 129 (13.49%) Analytical Skills
24 127 (13.28%) Windows
25 124 (12.97%) SDLC
26 114 (11.92%) HTML
27 108 (11.30%) Artificial Intelligence
28 99 (10.36%) Electronics
29 89 (9.31%) Test Automation
30 84 (8.79%) CSS

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 27 (2.82%) Elasticsearch
2 24 (2.51%) Apache Spark
2 24 (2.51%) CMS
2 24 (2.51%) Umbraco
3 19 (1.99%) OpenStack
4 16 (1.67%) SAS
5 13 (1.36%) JBoss
6 7 (0.73%) Cloud Foundry
7 3 (0.31%) MS Exchange
7 3 (0.31%) SharePoint
7 3 (0.31%) Tomcat
8 2 (0.21%) Skype for Business
9 1 (0.10%) Exchange Server 2007
9 1 (0.10%) Exchange Server 2010
9 1 (0.10%) Exchange Server 2013
9 1 (0.10%) IIS
9 1 (0.10%) Jupyter
9 1 (0.10%) SharePoint Server
Applications
1 13 (1.36%) Microsoft Excel
2 11 (1.15%) Microsoft Office
3 2 (0.21%) Microsoft PowerPoint
3 2 (0.21%) Microsoft Project
4 1 (0.10%) GNU Octave
4 1 (0.10%) Mathematica
4 1 (0.10%) SOLIDWORKS
4 1 (0.10%) SPSS
4 1 (0.10%) Weka
Business Applications
1 5 (0.52%) SAP MDG
2 2 (0.21%) WebTrends
3 1 (0.10%) FastStats
Cloud Services
1 40 (4.18%) Amazon AWS
2 28 (2.93%) Microsoft Azure
3 13 (1.36%) SaaS
4 6 (0.63%) Amazon EC2
4 6 (0.63%) AWS Elastic Beanstalk
4 6 (0.63%) Google App Engine
4 6 (0.63%) Google Cloud Platform
4 6 (0.63%) Google Compute Engine
5 5 (0.52%) GitHub
6 2 (0.21%) AdWords
6 2 (0.21%) Azure Machine Learning
6 2 (0.21%) Cloud Computing
6 2 (0.21%) Google Analytics
7 1 (0.10%) Mimecast
7 1 (0.10%) Office 365
7 1 (0.10%) Responsys
Communications & Networking
1 59 (6.17%) TCP/IP
2 51 (5.33%) Wireless
3 18 (1.88%) WLAN
4 14 (1.46%) Firewall
5 12 (1.26%) Ethernet
6 9 (0.94%) Bluetooth
6 9 (0.94%) Wi-Fi
7 8 (0.84%) WAN
8 7 (0.73%) LAN
9 6 (0.63%) NAS
9 6 (0.63%) Network Security
10 4 (0.42%) BGP
10 4 (0.42%) EIGRP
10 4 (0.42%) OSPF
10 4 (0.42%) RIP
11 3 (0.31%) MPLS
11 3 (0.31%) VoIP
11 3 (0.31%) VSAT
12 2 (0.21%) 4G
12 2 (0.21%) LTE
Database & Business Intelligence
1 66 (6.90%) NoSQL
2 63 (6.59%) Big Data
3 40 (4.18%) Redis
4 32 (3.35%) SQL Server
5 25 (2.62%) Hadoop
6 22 (2.30%) Relational Database
7 20 (2.09%) MySQL
8 17 (1.78%) RDBMS
9 13 (1.36%) Data Mining
10 11 (1.15%) Apache Hive
10 11 (1.15%) Impala
11 10 (1.05%) BusinessObjects
12 8 (0.84%) Data Warehouse
13 7 (0.73%) Apache Cassandra
14 6 (0.63%) Amazon RDS
15 5 (0.52%) GIS
15 5 (0.52%) SAP Data Services
16 3 (0.31%) Couchbase
16 3 (0.31%) MongoDB
16 3 (0.31%) Power BI
Development Applications
1 58 (6.07%) Git (software)
2 55 (5.75%) Visual Studio
3 47 (4.92%) NUnit
4 27 (2.82%) Selenium
5 24 (2.51%) JUnit
6 23 (2.41%) Jenkins
7 21 (2.20%) Team Foundation Server
8 15 (1.57%) LabVIEW
9 14 (1.46%) Grunt
10 9 (0.94%) JBehave
11 8 (0.84%) Eclipse
12 7 (0.73%) Moq
12 7 (0.73%) Rhino Mocks
12 7 (0.73%) SpecFlow
12 7 (0.73%) WebDriver
13 6 (0.63%) ClearCase
14 5 (0.52%) TeamCity
15 3 (0.31%) JIRA
15 3 (0.31%) ReSharper
16 2 (0.21%) WebSharper
General
1 134 (14.02%) Finance
2 99 (10.36%) Electronics
3 38 (3.97%) Telecoms
4 26 (2.72%) Retail
5 13 (1.36%) Marketing
6 8 (0.84%) Automotive
7 6 (0.63%) Manufacturing
8 5 (0.52%) French Language
8 5 (0.52%) Games
9 3 (0.31%) Digital Economy
9 3 (0.31%) Pharmaceutical
10 2 (0.21%) Military
10 2 (0.21%) Publishing
11 1 (0.10%) Aerospace
11 1 (0.10%) Arabic Language
11 1 (0.10%) Multimedia
11 1 (0.10%) Portuguese Language
11 1 (0.10%) Spanish Language
Job Titles
1 346 (36.19%) Developer
2 281 (29.39%) Software Engineer
3 218 (22.80%) Graduate
4 143 (14.96%) C++ Software Engineer
5 141 (14.75%) Software Developer
6 93 (9.73%) Graduate Software Engineer
7 90 (9.41%) C# Developer
8 86 (9.00%) C++ Developer
9 79 (8.26%) C++ Software Developer
10 78 (8.16%) Analyst
11 77 (8.05%) C Software Engineer
12 76 (7.95%) .NET Developer
12 76 (7.95%) Developer/Software Engineer
13 65 (6.80%) C/C++ Software Engineer
14 64 (6.69%) Embedded Engineer
15 60 (6.28%) Graduate Developer
16 58 (6.07%) Java Developer
17 51 (5.33%) Senior Developer
18 50 (5.23%) Java Engineer
18 50 (5.23%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 162 (16.95%) .NET
2 114 (11.92%) HTML
3 84 (8.79%) CSS
4 65 (6.80%) ASP.NET
5 58 (6.07%) WPF
6 50 (5.23%) AngularJS
7 47 (4.92%) RabbitMQ
8 41 (4.29%) OpenGL
9 37 (3.87%) ASP.NET MVC
10 35 (3.66%) WCF
11 30 (3.14%) Web Services
12 29 (3.03%) Apache Axis
12 29 (3.03%) REST
13 26 (2.72%) jQuery
14 24 (2.51%) SignalR
15 22 (2.30%) JSON
16 20 (2.09%) HTML5
16 20 (2.09%) XML
17 19 (1.99%) DirectX
17 19 (1.99%) TensorFlow
Miscellaneous
1 613 (64.12%) Computer Science
2 272 (28.45%) Algorithms
3 129 (13.49%) Analytical Skills
4 38 (3.97%) Augmented Reality
5 35 (3.66%) Data Structures
6 30 (3.14%) Embedded Systems
6 30 (3.14%) Robotics
7 29 (3.03%) 3D Printing
8 28 (2.93%) Life Science
9 27 (2.82%) 3D Graphics
10 23 (2.41%) Greenfield Project
11 20 (2.09%) Mobile App
12 11 (1.15%) Foreign Exchange (FX)
13 10 (1.05%) Acoustics
13 10 (1.05%) Linux Command Line
14 9 (0.94%) CUDA
15 8 (0.84%) Renewable Energy
15 8 (0.84%) Smart Energy
16 6 (0.63%) User Experience
17 5 (0.52%) Reinsurance
Operating Systems
1 205 (21.44%) Linux
2 127 (13.28%) Windows
3 39 (4.08%) Unix
4 28 (2.93%) Android
5 14 (1.46%) Apple iOS
6 13 (1.36%) CoreOS
6 13 (1.36%) Debian
6 13 (1.36%) Ubuntu
7 7 (0.73%) AIX
7 7 (0.73%) Embedded Linux
8 2 (0.21%) VxWorks
8 2 (0.21%) Windows Server
9 1 (0.10%) Red Hat Enterprise Linux
9 1 (0.10%) VMS
Processes & Methodologies
1 424 (44.35%) Software Engineering
2 398 (41.63%) Physics
3 230 (24.06%) Machine Learning
4 191 (19.98%) Agile Software Development
5 166 (17.36%) OO
6 163 (17.05%) Statistics
7 124 (12.97%) SDLC
8 108 (11.30%) Artificial Intelligence
9 89 (9.31%) Test Automation
10 71 (7.43%) Analytics
11 68 (7.11%) Unit Testing
12 67 (7.01%) Multithreading
13 66 (6.90%) Computer Vision
13 66 (6.90%) MVC
14 65 (6.80%) TDD
15 61 (6.38%) Data Analysis
16 58 (6.07%) Web Development
17 51 (5.33%) Bayesian Methods
17 51 (5.33%) Mentoring
18 48 (5.02%) Economics
Programming Languages
1 411 (42.99%) Python
2 372 (38.91%) C++
3 322 (33.68%) Java
4 287 (30.02%) C#
5 235 (24.58%) C
6 188 (19.67%) MATLAB
7 184 (19.25%) SQL
8 159 (16.63%) JavaScript
9 55 (5.75%) R
10 46 (4.81%) Perl
11 44 (4.60%) Julia
12 32 (3.35%) Embedded C
13 28 (2.93%) TypeScript
14 22 (2.30%) Embedded C++
15 19 (1.99%) Scala
16 14 (1.46%) Ruby
17 13 (1.36%) GLSL
18 10 (1.05%) PHP
19 5 (0.52%) Assembly Language
19 5 (0.52%) T-SQL
Qualifications
1 547 (57.22%) Degree
2 189 (19.77%) PhD
3 167 (17.47%) Computer Science Degree
4 78 (8.16%) Numerate Degree
5 32 (3.35%) Security Cleared
6 11 (1.15%) CCNA
6 11 (1.15%) Cisco Certification
7 10 (1.05%) HNC
8 7 (0.73%) CCNP
9 5 (0.52%) SC Cleared
10 3 (0.31%) HND
10 3 (0.31%) MCP
10 3 (0.31%) Postgraduate
11 2 (0.21%) MBA
11 2 (0.21%) Microsoft Certification
12 1 (0.10%) A+ Certification
12 1 (0.10%) CIMA
12 1 (0.10%) Network+ Certification
12 1 (0.10%) PMI Certification
12 1 (0.10%) PMP
Quality Assurance & Compliance
1 36 (3.77%) QA
2 24 (2.51%) Data Quality
3 9 (0.94%) SLA
4 2 (0.21%) ISO 9001
5 1 (0.10%) PMO
System Software
1 32 (3.35%) Firmware
2 20 (2.09%) Docker
3 14 (1.46%) Ceph
4 11 (1.15%) Apache Flume
5 8 (0.84%) Active Directory
5 8 (0.84%) VMware Infrastructure
6 3 (0.31%) Hyper-V
7 1 (0.10%) iptables
7 1 (0.10%) VMware ESXi
7 1 (0.10%) XenApp
Systems Management
1 16 (1.67%) Consul
1 16 (1.67%) Puppet
2 15 (1.57%) Kubernetes
3 12 (1.26%) Graphite
4 7 (0.73%) HP Quality Center
5 2 (0.21%) Ansible
5 2 (0.21%) Backup Exec
6 1 (0.10%) Cobbler
6 1 (0.10%) Norton AntiVirus
6 1 (0.10%) Opscode Chef
6 1 (0.10%) Systems Management Server (SMS)
Vendors
1 66 (6.90%) Microsoft
2 28 (2.93%) Tableau
3 17 (1.78%) Oracle
4 16 (1.67%) Perforce
5 14 (1.46%) Cisco
6 13 (1.36%) Terracotta
7 10 (1.05%) SAP
8 9 (0.94%) NetApp
8 9 (0.94%) TOWER Software
9 8 (0.84%) Google
9 8 (0.84%) IBM
9 8 (0.84%) VMware
10 6 (0.63%) Twitter
11 5 (0.52%) Xilinx
12 4 (0.42%) Facebook
12 4 (0.42%) Intel
12 4 (0.42%) Nokia
12 4 (0.42%) Remedy
12 4 (0.42%) Virgin Media
13 3 (0.31%) Ciena