Period
to 20 October 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 20 October 2018 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
England > East of England
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 42 32 62
Rank change year-on-year -10 +30 +14
Permanent jobs citing Mathematics 575 860 555
As % of all permanent IT jobs advertised in the East of England 5.47% 7.42% 4.21%
As % of the Processes & Methodologies category 6.11% 8.26% 4.68%
Number of salaries quoted 457 681 519
East of England median annual salary £43,870 £42,500 £40,000
Median salary % change year-on-year +3.22% +6.25% -
10th Percentile £25,000 £26,250 £23,250
90th Percentile £68,750 £68,750 £65,850
England median annual salary £52,500 £47,500 £45,000
% change year-on-year +10.53% +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 9,406 10,417 11,870
As % of all permanent IT jobs advertised in the East of England 89.53% 89.93% 90.00%
Number of salaries quoted 7,032 8,508 9,818
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £27,000 £27,000 £26,250
90th Percentile £72,500 £68,750 £68,825
England median annual salary £52,225 £50,000 £50,000
% change year-on-year +4.45% - +5.26%

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 20 October 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 20 October 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 -9 342 £44,435 -1.26% 97
Hertfordshire +22 170 £50,000 +11.11% 36
Essex +23 29 £37,500 -6.25% 14
Bedfordshire -17 17 £50,000 +42.86% 5
Norfolk +15 12 £32,500 +8.33% 6
Suffolk -3 5 £30,000 -33.33% 2
Mathematics
England

For the 6 months to 20 October 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.

1 307 (53.39%) Degree
2 305 (53.04%) Computer Science
3 197 (34.26%) Physics
4 186 (32.35%) Python
5 159 (27.65%) C#
6 151 (26.26%) Software Engineering
7 139 (24.17%) SQL
8 138 (24.00%) PhD
9 129 (22.43%) Java
10 123 (21.39%) Machine Learning
11 118 (20.52%) Agile Software Development
12 117 (20.35%) Computer Science Degree
13 112 (19.48%) Algorithms
13 112 (19.48%) JavaScript
14 106 (18.43%) C++
15 95 (16.52%) .NET
16 89 (15.48%) Problem-Solving
17 82 (14.26%) OO
17 82 (14.26%) Artificial Intelligence
18 81 (14.09%) C
19 79 (13.74%) Linux
20 76 (13.22%) Analytical Skills
21 66 (11.48%) HTML
22 63 (10.96%) Test Automation
22 63 (10.96%) DevOps
23 61 (10.61%) Numerate Degree
23 61 (10.61%) Finance
24 58 (10.09%) CSS
25 56 (9.74%) Microsoft
26 55 (9.57%) Statistics

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 37 (6.43%) OpenStack
2 22 (3.83%) Elasticsearch
3 11 (1.91%) Apache Spark
3 11 (1.91%) Drupal
3 11 (1.91%) GlassFish
3 11 (1.91%) Tomcat
4 6 (1.04%) Apache
5 4 (0.70%) MS Exchange
6 3 (0.52%) CMS
6 3 (0.52%) SAS
7 2 (0.35%) SharePoint
7 2 (0.35%) Skype for Business
7 2 (0.35%) Smallworld
8 1 (0.17%) Apache Pig
Applications
1 12 (2.09%) Microsoft Excel
2 6 (1.04%) Microsoft Office
3 4 (0.70%) Microsoft PowerPoint
3 4 (0.70%) Microsoft Project
4 1 (0.17%) SOLIDWORKS
4 1 (0.17%) Spreadsheet
Business Applications
1 1 (0.17%) SAP ERP
Cloud Services
1 40 (6.96%) Microsoft Azure
2 34 (5.91%) Amazon AWS
3 10 (1.74%) Google Cloud Platform
4 7 (1.22%) Office 365
5 4 (0.70%) GitHub
5 4 (0.70%) Google Analytics
6 3 (0.52%) Google App Engine
7 2 (0.35%) IaaS
7 2 (0.35%) PaaS
7 2 (0.35%) SaaS
8 1 (0.17%) Cloud Computing
Communications & Networking
1 22 (3.83%) TCP/IP
2 13 (2.26%) Firewall
3 9 (1.57%) Software-Defined Networking
4 7 (1.22%) Ethernet
4 7 (1.22%) Internet
5 5 (0.87%) Wireless
6 4 (0.70%) SMS
7 3 (0.52%) LAN
7 3 (0.52%) WAN
8 2 (0.35%) Asterisk PBX
8 2 (0.35%) BGP
8 2 (0.35%) Broadband
8 2 (0.35%) Cisco IOS
8 2 (0.35%) HTTP
8 2 (0.35%) Junos
8 2 (0.35%) MPLS
8 2 (0.35%) OSPF
8 2 (0.35%) PBX
8 2 (0.35%) Skype
8 2 (0.35%) VoIP
Database & Business Intelligence
1 33 (5.74%) SQL Server
2 22 (3.83%) Big Data
3 21 (3.65%) Redis
4 20 (3.48%) MySQL
4 20 (3.48%) Relational Database
5 9 (1.57%) Hadoop
5 9 (1.57%) Oracle Database
5 9 (1.57%) PostgreSQL
6 7 (1.22%) NoSQL
7 6 (1.04%) Data Mining
8 5 (0.87%) MongoDB
9 3 (0.52%) RDBMS
10 2 (0.35%) Apache Cassandra
10 2 (0.35%) Data Warehouse
10 2 (0.35%) Power BI
10 2 (0.35%) SQL Server Integration Services
10 2 (0.35%) SQL Server Reporting Services
11 1 (0.17%) BigQuery
11 1 (0.17%) Blockchain
11 1 (0.17%) Sqoop
Development Applications
1 24 (4.17%) Git (software)
2 22 (3.83%) Visual Studio
3 15 (2.61%) JIRA
4 14 (2.43%) Selenium
5 12 (2.09%) NUnit
6 10 (1.74%) Team Foundation Server
7 9 (1.57%) Jenkins
8 8 (1.39%) LabVIEW
8 8 (1.39%) Vagrant
8 8 (1.39%) WebDriver
9 6 (1.04%) Mercurial
10 2 (0.35%) Redmine
10 2 (0.35%) Visual Studio Team System
11 1 (0.17%) Subversion
General
1 61 (10.61%) Finance
2 20 (3.48%) Games
3 19 (3.30%) Telecoms
4 15 (2.61%) Publishing
5 12 (2.09%) Electronics
5 12 (2.09%) Retail
6 11 (1.91%) Marketing
7 10 (1.74%) Manufacturing
8 9 (1.57%) Pharmaceutical
9 6 (1.04%) Law
10 3 (0.52%) Aerospace
10 3 (0.52%) Spanish Language
11 2 (0.35%) Automotive
11 2 (0.35%) Legal
12 1 (0.17%) Financial Institution
12 1 (0.17%) Music Industry
Job Titles
1 216 (37.57%) Developer
2 152 (26.43%) Graduate
3 102 (17.74%) Software Engineer
4 67 (11.65%) Graduate Developer
5 60 (10.43%) Graduate Software Engineer
6 50 (8.70%) Software Developer
7 48 (8.35%) Analyst
8 43 (7.48%) Consultant
8 43 (7.48%) Developer/Software Engineer
9 35 (6.09%) .NET Developer
10 31 (5.39%) C# Developer
11 30 (5.22%) Python Developer
12 29 (5.04%) Java Developer
13 26 (4.52%) Test Engineer
14 25 (4.35%) Lead Developer
15 21 (3.65%) Implementation Consultant
16 20 (3.48%) Software Test Engineer
17 18 (3.13%) Administrator
17 18 (3.13%) Data Scientist
18 17 (2.96%) Graduate Analyst
Libraries, Frameworks & Software Standards
1 95 (16.52%) .NET
2 66 (11.48%) HTML
3 58 (10.09%) CSS
4 45 (7.83%) Web Services
5 32 (5.57%) AngularJS
6 30 (5.22%) Velocity
6 30 (5.22%) WPF
7 23 (4.00%) HTML5
8 21 (3.65%) CSS3
9 20 (3.48%) ASP.NET
9 20 (3.48%) RabbitMQ
10 17 (2.96%) ASP.NET MVC
11 16 (2.78%) TensorFlow
12 15 (2.61%) RESTful
12 15 (2.61%) WinForms
13 14 (2.43%) Natural Language Processing
13 14 (2.43%) React
13 14 (2.43%) Reactive Extensions
14 13 (2.26%) LESS
14 13 (2.26%) WCF
Miscellaneous
1 305 (53.04%) Computer Science
2 112 (19.48%) Algorithms
3 76 (13.22%) Analytical Skills
4 34 (5.91%) Life Science
4 34 (5.91%) Self-Motivation
5 28 (4.87%) Mobile App
6 25 (4.35%) Greenfield Project
7 20 (3.48%) Robotics
8 19 (3.30%) Driving Licence
9 18 (3.13%) Reinsurance
10 13 (2.26%) Fintech
11 12 (2.09%) Data Structures
11 12 (2.09%) Smart City
12 11 (1.91%) Private Cloud
12 11 (1.91%) User Experience
13 10 (1.74%) Cloud Native
14 9 (1.57%) Acoustics
15 8 (1.39%) Analytical Mindset
15 8 (1.39%) Device Driver
16 7 (1.22%) Replication
Operating Systems
1 79 (13.74%) Linux
2 51 (8.87%) Windows
3 31 (5.39%) Unix
4 12 (2.09%) AIX
5 11 (1.91%) Android
5 11 (1.91%) CoreOS
6 6 (1.04%) Debian
7 5 (0.87%) Mac OS X
8 2 (0.35%) Apple iOS
8 2 (0.35%) Mac OS
8 2 (0.35%) Windows Server
9 1 (0.17%) FreeRTOS
9 1 (0.17%) Windows 7
Processes & Methodologies
1 197 (34.26%) Physics
2 151 (26.26%) Software Engineering
3 123 (21.39%) Machine Learning
4 118 (20.52%) Agile Software Development
5 89 (15.48%) Problem-Solving
6 82 (14.26%) Artificial Intelligence
6 82 (14.26%) OO
7 63 (10.96%) DevOps
7 63 (10.96%) Test Automation
8 55 (9.57%) Statistics
9 54 (9.39%) Data Analysis
10 52 (9.04%) Analytics
10 52 (9.04%) Data Science
11 48 (8.35%) SDLC
12 39 (6.78%) Multithreading
13 37 (6.43%) Web Development
14 32 (5.57%) E-Commerce
15 31 (5.39%) Deep Learning
16 30 (5.22%) Biology
16 30 (5.22%) Risk Management
Programming Languages
1 186 (32.35%) Python
2 159 (27.65%) C#
3 139 (24.17%) SQL
4 129 (22.43%) Java
5 112 (19.48%) JavaScript
6 106 (18.43%) C++
7 81 (14.09%) C
8 34 (5.91%) PHP
9 29 (5.04%) TypeScript
10 24 (4.17%) MATLAB
11 18 (3.13%) T-SQL
12 15 (2.61%) PL/SQL
13 10 (1.74%) VB.NET
14 9 (1.57%) Perl
14 9 (1.57%) R
15 8 (1.39%) Go
15 8 (1.39%) PowerShell
16 6 (1.04%) Julia
16 6 (1.04%) Shell Script
17 5 (0.87%) Ruby
Qualifications
1 307 (53.39%) Degree
2 138 (24.00%) PhD
3 117 (20.35%) Computer Science Degree
4 61 (10.61%) Numerate Degree
5 12 (2.09%) MPhil
6 8 (1.39%) HNC
7 7 (1.22%) PMI Certification
8 6 (1.04%) Master's Degree
9 3 (0.52%) PMP
9 3 (0.52%) PRINCE2 Practitioner
10 2 (0.35%) CCIE
10 2 (0.35%) CCNP
10 2 (0.35%) Cisco Certification
10 2 (0.35%) ITIL Certification
10 2 (0.35%) Postgraduate
10 2 (0.35%) SC Cleared
10 2 (0.35%) Security Cleared
11 1 (0.17%) MCP
11 1 (0.17%) PRINCE2 Certification
11 1 (0.17%) SAS Certification
Quality Assurance & Compliance
1 18 (3.13%) QA
2 3 (0.52%) Data Quality
3 1 (0.17%) ISO 13485
3 1 (0.17%) SLA
System Software
1 46 (8.00%) Docker
2 21 (3.65%) VMware Infrastructure
3 20 (3.48%) Ceph
4 14 (2.43%) Active Directory
5 10 (1.74%) VMware ESXi
6 9 (1.57%) Lustre
7 6 (1.04%) Virtual Machines
8 2 (0.35%) Firmware
9 1 (0.17%) Apache Flume
Systems Management
1 28 (4.87%) Kubernetes
2 25 (4.35%) Ansible
3 21 (3.65%) Graphite
4 18 (3.13%) Puppet
5 16 (2.78%) Consul
6 13 (2.26%) Grafana
7 8 (1.39%) Packer
7 8 (1.39%) Terraform
8 2 (0.35%) Prometheus
8 2 (0.35%) SCCM
8 2 (0.35%) SCSM
Vendors
1 56 (9.74%) Microsoft
2 25 (4.35%) Oracle
3 21 (3.65%) VMware
4 15 (2.61%) Talend
5 14 (2.43%) NetApp
6 11 (1.91%) Google
7 6 (1.04%) IBM
8 5 (0.87%) Cisco
9 4 (0.70%) Aruba
9 4 (0.70%) Citrix
9 4 (0.70%) Juniper
9 4 (0.70%) SAP
10 3 (0.52%) Tableau
11 2 (0.35%) F5
11 2 (0.35%) Foundry
11 2 (0.35%) Twitter
11 2 (0.35%) WorldPay
12 1 (0.17%) Hortonworks
12 1 (0.17%) Wind River
12 1 (0.17%) Xamarin