Period
to 19 July 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 19 July 2018 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
England > East of England
6 months to
19 Jul 2018
Same period 2017 Same period 2016
Rank 32 35 60
Rank change year-on-year +3 +25 +25
Permanent jobs citing Mathematics 842 828 626
As % of all permanent IT jobs advertised in the East of England 6.98% 6.63% 4.41%
As % of the Processes & Methodologies category 7.84% 7.42% 4.92%
Number of salaries quoted 580 615 569
East of England median annual salary £42,500 £41,000 £40,000
Median salary % change year-on-year +3.66% +2.50% -
10th Percentile £25,000 £26,250 £26,250
90th Percentile £67,500 £65,000 £65,000
England median annual salary £50,000 £45,000 £47,500
% change year-on-year +11.11% -5.26% +5.56%

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 10,746 11,164 12,731
As % of all permanent IT jobs advertised in the East of England 89.13% 89.44% 89.62%
Number of salaries quoted 8,027 8,927 10,392
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +2.51%
10th Percentile £27,500 £26,750 £26,250
90th Percentile £72,000 £68,750 £67,500
England median annual salary £50,000 £50,000 £50,000

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 19 July 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 19 July 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 -1 565 £40,000 -11.11% 91
Hertfordshire +31 186 £52,500 +20.00% 19
Norfolk +32 33 £24,000 -25.00% 5
Bedfordshire -3 27 £51,250 +46.43% 8
Essex +11 24 £42,500 +6.25% 12
Suffolk -4 6 £32,500 -27.78% 3
Mathematics
England

For the 6 months to 19 July 2018, IT jobs citing Mathematics also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the East of England region with a requirement for Mathematics.

1 436 (51.78%) Degree
2 408 (48.46%) Computer Science
3 326 (38.72%) Python
4 309 (36.70%) Software Engineering
5 302 (35.87%) Physics
6 253 (30.05%) C++
7 245 (29.10%) C
8 206 (24.47%) Algorithms
9 193 (22.92%) Java
10 186 (22.09%) Linux
11 185 (21.97%) Machine Learning
12 173 (20.55%) PhD
13 171 (20.31%) C#
14 165 (19.60%) SQL
15 147 (17.46%) JavaScript
16 137 (16.27%) Computer Science Degree
17 134 (15.91%) Problem-Solving
18 126 (14.96%) Agile Software Development
19 124 (14.73%) Artificial Intelligence
20 120 (14.25%) .NET
21 116 (13.78%) OO
22 113 (13.42%) Analytical Skills
23 105 (12.47%) Data Science
24 104 (12.35%) Finance
25 93 (11.05%) MATLAB
26 92 (10.93%) HTML
26 92 (10.93%) Computer Vision
27 91 (10.81%) Numerate Degree
28 87 (10.33%) Statistics
28 87 (10.33%) Windows

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 19 (2.26%) Apache Spark
1 19 (2.26%) OpenStack
2 15 (1.78%) Elasticsearch
2 15 (1.78%) Skype for Business
3 10 (1.19%) Drupal
3 10 (1.19%) SharePoint
3 10 (1.19%) Tomcat
4 8 (0.95%) GlassFish
5 7 (0.83%) Apache
5 7 (0.83%) CMS
5 7 (0.83%) Umbraco
6 6 (0.71%) MS Exchange
7 4 (0.48%) Exchange Server 2013
8 3 (0.36%) SAS
9 2 (0.24%) Apache Solr
9 2 (0.24%) JBoss
10 1 (0.12%) Apache Pig
10 1 (0.12%) Smallworld
Applications
1 31 (3.68%) Microsoft Excel
2 19 (2.26%) Microsoft Office
3 7 (0.83%) Microsoft Project
4 3 (0.36%) Microsoft PowerPoint
5 2 (0.24%) FrameMaker
5 2 (0.24%) RoboHelp
5 2 (0.24%) SOLIDWORKS
6 1 (0.12%) MS Visio
6 1 (0.12%) Weka
Business Applications
1 3 (0.36%) Maximo
2 1 (0.12%) FastStats
Cloud Services
1 46 (5.46%) Amazon AWS
2 33 (3.92%) Microsoft Azure
3 15 (1.78%) Google Cloud Platform
4 14 (1.66%) SaaS
5 8 (0.95%) Cloud Computing
6 6 (0.71%) Office 365
7 5 (0.59%) Amazon CloudWatch
7 5 (0.59%) GitHub
7 5 (0.59%) IaaS
8 3 (0.36%) Amazon EC2
8 3 (0.36%) AWS Elastic Beanstalk
8 3 (0.36%) Google App Engine
8 3 (0.36%) Google Compute Engine
9 1 (0.12%) Google Analytics
9 1 (0.12%) Responsys
Communications & Networking
1 46 (5.46%) TCP/IP
2 28 (3.33%) Firewall
3 19 (2.26%) MPLS
4 18 (2.14%) Wireless
5 15 (1.78%) VoIP
6 12 (1.43%) IPsec
7 11 (1.31%) Broadband
8 9 (1.07%) Internet
9 8 (0.95%) SMS
10 7 (0.83%) Ethernet
11 5 (0.59%) Skype
12 4 (0.48%) 3GPP
12 4 (0.48%) LTE
12 4 (0.48%) UMTS
12 4 (0.48%) VLAN
12 4 (0.48%) WCDMA
13 3 (0.36%) DNS
13 3 (0.36%) LAN
13 3 (0.36%) OpenFlow
13 3 (0.36%) WAN
Database & Business Intelligence
1 40 (4.75%) Big Data
1 40 (4.75%) SQL Server
2 22 (2.61%) Hadoop
2 22 (2.61%) NoSQL
3 20 (2.38%) Redis
4 19 (2.26%) Data Mining
5 16 (1.90%) Relational Database
6 15 (1.78%) MongoDB
7 8 (0.95%) SQL Server 2008
8 7 (0.83%) Power BI
9 5 (0.59%) Apache Cassandra
9 5 (0.59%) Blockchain
10 4 (0.48%) GIS
10 4 (0.48%) Oracle Database
10 4 (0.48%) PostgreSQL
10 4 (0.48%) RDBMS
10 4 (0.48%) SQL Server 2014
10 4 (0.48%) SQL Server 2016
11 3 (0.36%) Amazon RDS
11 3 (0.36%) BusinessObjects
Development Applications
1 29 (3.44%) Visual Studio
2 21 (2.49%) Git (software)
3 20 (2.38%) NUnit
4 19 (2.26%) Selenium
5 15 (1.78%) JIRA
6 13 (1.54%) Team Foundation Server
7 9 (1.07%) WebDriver
8 8 (0.95%) LabVIEW
9 7 (0.83%) Grunt
10 2 (0.24%) Eclipse
10 2 (0.24%) WebStorm
11 1 (0.12%) GitLab
11 1 (0.12%) Jenkins
11 1 (0.12%) SpecFlow
11 1 (0.12%) SQL Server Management Studio (SSMS)
11 1 (0.12%) Subversion
11 1 (0.12%) webpack
General
1 104 (12.35%) Finance
2 42 (4.99%) Electronics
3 36 (4.28%) Retail
4 22 (2.61%) Games
5 11 (1.31%) Manufacturing
6 7 (0.83%) Telecoms
7 6 (0.71%) Legal
7 6 (0.71%) Marketing
7 6 (0.71%) Pharmaceutical
8 4 (0.48%) German Language
9 3 (0.36%) Law
9 3 (0.36%) Publishing
9 3 (0.36%) Spanish Language
10 2 (0.24%) Aerospace
11 1 (0.12%) Automotive
11 1 (0.12%) Banking
11 1 (0.12%) Financial Institution
Job Titles
1 255 (30.29%) Developer
2 222 (26.37%) Software Engineer
3 205 (24.35%) Graduate
4 128 (15.20%) C++ Software Engineer
5 98 (11.64%) Graduate Software Engineer
6 90 (10.69%) C Software Engineer
7 78 (9.26%) C/C++ Software Engineer
8 77 (9.14%) Software Developer
9 76 (9.03%) Graduate Developer
10 68 (8.08%) Analyst
11 58 (6.89%) Consultant
12 56 (6.65%) Developer/Software Engineer
13 55 (6.53%) Computer Engineer
13 55 (6.53%) Computer Vision Engineer
13 55 (6.53%) Graduate C++ Software Engineer
14 52 (6.18%) Embedded Engineer
15 50 (5.94%) Embedded Software Engineer
16 48 (5.70%) Embedded C Engineer
17 47 (5.58%) .NET Developer
18 46 (5.46%) Embedded C Software Engineer
Libraries, Frameworks & Software Standards
1 120 (14.25%) .NET
2 92 (10.93%) HTML
3 71 (8.43%) CSS
4 53 (6.29%) OpenGL
5 42 (4.99%) TensorFlow
6 37 (4.39%) WPF
7 33 (3.92%) ASP.NET
7 33 (3.92%) Web Services
8 26 (3.09%) AngularJS
9 25 (2.97%) HTML5
10 22 (2.61%) ASP.NET MVC
11 20 (2.38%) jQuery
11 20 (2.38%) RabbitMQ
12 19 (2.26%) Node.js
12 19 (2.26%) Velocity
13 17 (2.02%) XML
14 16 (1.90%) CSS3
14 16 (1.90%) React
15 15 (1.78%) WinForms
16 14 (1.66%) scikit-learn
Miscellaneous
1 408 (48.46%) Computer Science
2 206 (24.47%) Algorithms
3 113 (13.42%) Analytical Skills
4 47 (5.58%) Self-Motivation
5 43 (5.11%) Mobile App
6 32 (3.80%) Life Science
7 31 (3.68%) Driving Licence
7 31 (3.68%) Greenfield Project
8 29 (3.44%) Data Structures
9 26 (3.09%) CUDA
10 24 (2.85%) User Experience
11 23 (2.73%) Robotics
12 21 (2.49%) Augmented Reality
13 17 (2.02%) Fintech
14 15 (1.78%) Embedded Systems
15 14 (1.66%) Data Centre
16 10 (1.19%) PMI
17 9 (1.07%) Analytical Mindset
17 9 (1.07%) Private Cloud
18 8 (0.95%) Device Driver
Operating Systems
1 186 (22.09%) Linux
2 87 (10.33%) Windows
3 40 (4.75%) Unix
4 36 (4.28%) Android
5 13 (1.54%) CoreOS
6 10 (1.19%) AIX
6 10 (1.19%) Debian
6 10 (1.19%) Mac OS X
7 8 (0.95%) Windows 7
8 7 (0.83%) Windows Server 2012
9 5 (0.59%) Mac OS
9 5 (0.59%) Solaris
9 5 (0.59%) Ubuntu
10 4 (0.48%) Embedded Linux
10 4 (0.48%) Windows Server
11 3 (0.36%) Apple iOS
12 1 (0.12%) CentOS
12 1 (0.12%) FreeRTOS
Processes & Methodologies
1 309 (36.70%) Software Engineering
2 302 (35.87%) Physics
3 185 (21.97%) Machine Learning
4 134 (15.91%) Problem-Solving
5 126 (14.96%) Agile Software Development
6 124 (14.73%) Artificial Intelligence
7 116 (13.78%) OO
8 105 (12.47%) Data Science
9 92 (10.93%) Computer Vision
10 87 (10.33%) Statistics
11 80 (9.50%) SDLC
12 65 (7.72%) Test Automation
13 55 (6.53%) Analytics
14 52 (6.18%) Unit Testing
15 51 (6.06%) DevOps
15 51 (6.06%) Image Processing
16 42 (4.99%) Video Processing
17 40 (4.75%) Project Management
18 37 (4.39%) ITIL
18 37 (4.39%) Multithreading
Programming Languages
1 326 (38.72%) Python
2 253 (30.05%) C++
3 245 (29.10%) C
4 193 (22.92%) Java
5 171 (20.31%) C#
6 165 (19.60%) SQL
7 147 (17.46%) JavaScript
8 93 (11.05%) MATLAB
9 49 (5.82%) Embedded C
10 47 (5.58%) Embedded C++
11 38 (4.51%) PHP
12 30 (3.56%) R
13 17 (2.02%) Perl
14 16 (1.90%) TypeScript
15 8 (0.95%) Delphi
15 8 (0.95%) Julia
15 8 (0.95%) Scala
16 7 (0.83%) Shell Script
17 6 (0.71%) GLSL
17 6 (0.71%) Ruby
Qualifications
1 436 (51.78%) Degree
2 173 (20.55%) PhD
3 137 (16.27%) Computer Science Degree
4 91 (10.81%) Numerate Degree
5 20 (2.38%) A+ Certification
5 20 (2.38%) Network+ Certification
6 18 (2.14%) HNC
6 18 (2.14%) Microsoft Certification
7 15 (1.78%) Security Cleared
8 13 (1.54%) PRINCE2 Practitioner
9 10 (1.19%) PMI Certification
10 7 (0.83%) Cisco Certification
10 7 (0.83%) Master's Degree
11 6 (0.71%) PMP
12 5 (0.59%) CCNA
13 4 (0.48%) MCSE
14 3 (0.36%) MCP
15 2 (0.24%) CCIE
15 2 (0.24%) CCNP
15 2 (0.24%) Postgraduate
Quality Assurance & Compliance
1 31 (3.68%) QA
2 11 (1.31%) GCP
3 9 (1.07%) SLA
4 4 (0.48%) PMO
5 2 (0.24%) Data Quality
5 2 (0.24%) WAI
6 1 (0.12%) ISO 13485
System Software
1 29 (3.44%) Docker
2 17 (2.02%) Ceph
3 13 (1.54%) VMware Infrastructure
4 9 (1.07%) VMware ESXi
5 5 (0.59%) Firmware
5 5 (0.59%) LXC
5 5 (0.59%) Xen
6 4 (0.48%) Hyper-V
6 4 (0.48%) Terminal Services
7 3 (0.36%) Active Directory
8 1 (0.12%) Apache Flume
8 1 (0.12%) Apache ZooKeeper
8 1 (0.12%) Lustre
Systems Management
1 17 (2.02%) Kubernetes
1 17 (2.02%) Puppet
2 15 (1.78%) Graphite
3 6 (0.71%) Ansible
3 6 (0.71%) Consul
4 5 (0.59%) Grafana
4 5 (0.59%) Graylog
4 5 (0.59%) Kibana
4 5 (0.59%) logstash
5 2 (0.24%) SCCM
5 2 (0.24%) SCSM
Vendors
1 87 (10.33%) Microsoft
2 18 (2.14%) Oracle
3 13 (1.54%) NetApp
3 13 (1.54%) VMware
4 11 (1.31%) IBM
5 9 (1.07%) Tableau
6 8 (0.95%) Embarcadero
6 8 (0.95%) SAP
7 7 (0.83%) JD Edwards
7 7 (0.83%) Salesforce.com
8 5 (0.59%) Capita
8 5 (0.59%) Cisco
8 5 (0.59%) Dell
8 5 (0.59%) Google
8 5 (0.59%) Splunk
8 5 (0.59%) WorldPay
9 4 (0.48%) Talend
9 4 (0.48%) TOWER Software
10 3 (0.36%) Cognos
11 2 (0.24%) Intel