The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Mathematics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Mathematics over the 3 months to 30 March 2017 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
UK / England
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 104 94 140
Rank change year-on-year -10 +46  
Permanent jobs citing Mathematics 2258 2950 2194
As % of all permanent IT jobs advertised in England 2.81% 3.01% 2.18%
As % of the Processes & Methodologies category 3.15% 3.39% 2.50%
Number of salaries quoted 1802 2440 1829
Median salary £46,375 £50,000 £45,000
Median salary % change year-on-year -7.25% +11.11%  
90% offered a salary of more than £27,500 £26,500 £25,000
10% offered a salary of more than £84,000 £80,000 £72,500
UK excluding London median salary £40,000 £40,000 £38,250
% change year-on-year - +4.57%  

Mathematics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 71582 86916 87623
As % of all permanent IT job vacancies advertised in England 89.15% 88.63% 86.96%
Number of salaries quoted 59383 72761 71685
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Mathematics
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Mathematics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Mathematics in England

Mathematics
Salary Trend in England

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

Salary trend for Mathematics in England

Mathematics
Salary Histogram in England

The salary distribution of IT jobs citing Mathematics in England over the 3 months to 30 March 2017.

Salary histogram for Mathematics in England

Mathematics
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Mathematics within the England region over the 3 months to 30 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -13 1022 £60,000 - 133
South East -19 388 £40,000 - 58
East of England +21 387 £45,000 +12.50% 62
South West -8 149 £40,000 +3.89% 36
North West -34 91 £37,500 - 24
West Midlands -42 85 £30,000 -22.07% 22
Yorkshire +55 77 £40,000 +26.98% 9
East Midlands +2 56 £39,500 -12.22% 8
North East +19 15 £33,000 -12.00% 8
Mathematics
UK

For the 6 months to 30 March 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 England region with a requirement for Mathematics.

1 2783 (60.50%) Degree
2 2229 (48.46%) Computer Science
3 1512 (32.87%) SQL
4 1375 (29.89%) Finance
5 1333 (28.98%) Java
6 1328 (28.87%) C++
7 1233 (26.80%) Python
8 1185 (25.76%) C#
9 1076 (23.39%) Physics
10 1051 (22.85%) Software Engineering
11 891 (19.37%) Agile Software Development
12 866 (18.83%) Analytics
13 807 (17.54%) Analytical Skills
14 759 (16.50%) .NET
15 719 (15.63%) Linux
16 700 (15.22%) JavaScript
17 655 (14.24%) Algorithms
18 653 (14.20%) C
19 652 (14.17%) PhD
20 627 (13.63%) Statistics
21 569 (12.37%) Machine Learning
22 542 (11.78%) SQL Server
23 534 (11.61%) R
24 529 (11.50%) OO
25 525 (11.41%) Microsoft
26 502 (10.91%) Windows
27 498 (10.83%) HTML
28 464 (10.09%) Big Data
29 395 (8.59%) CSS
30 384 (8.35%) Banking

Mathematics
Co-occurring IT Skills in 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
1 239 (5.20%) Apache Spark
2 231 (5.02%) SAS
3 115 (2.50%) Elasticsearch
4 113 (2.46%) Apache
5 70 (1.52%) SharePoint
6 54 (1.17%) Tomcat
7 47 (1.02%) CMS
8 39 (0.85%) IIS
9 38 (0.83%) Umbraco
10 28 (0.61%) Apache Pig
11 26 (0.57%) nginx
12 24 (0.52%) Jetty
13 23 (0.50%) WebSphere
14 22 (0.48%) JBoss
14 22 (0.48%) WebLogic
15 19 (0.41%) Confluence
16 17 (0.37%) MS Exchange
17 14 (0.30%) SharePoint 2013
18 13 (0.28%) Apache Solr
19 10 (0.22%) Oracle SOA Suite
Applications
1 356 (7.74%) MS Excel
2 135 (2.93%) MS Office
3 91 (1.98%) SPSS
4 68 (1.48%) MS PowerPoint
5 36 (0.78%) MS Visio
5 36 (0.78%) Stata
6 16 (0.35%) Simulink
7 15 (0.33%) Photoshop
8 12 (0.26%) EViews
9 11 (0.24%) Spreadsheet
10 9 (0.20%) MS Project
11 8 (0.17%) SPSS Modeler
12 7 (0.15%) GIMP
13 5 (0.11%) Adobe Illustrator
13 5 (0.11%) AutoCAD
13 5 (0.11%) Mathcad
14 4 (0.087%) Camtasia
14 4 (0.087%) FrameMaker
14 4 (0.087%) RoboHelp
14 4 (0.087%) S-PLUS
Business Applications
1 8 (0.17%) Dynamics NAV
1 8 (0.17%) SAP Oil and Gas
2 6 (0.13%) Dynamics CRM
3 5 (0.11%) FastStats
4 3 (0.065%) HFM
4 3 (0.065%) Hyperion Planning
4 3 (0.065%) Oracle BPM
4 3 (0.065%) Unica
5 2 (0.043%) Endur
5 2 (0.043%) Magento
5 2 (0.043%) NetSuite
5 2 (0.043%) Oracle EBS
5 2 (0.043%) Oracle TCA
5 2 (0.043%) SAP IS-U
6 1 (0.022%) Infor M3
6 1 (0.022%) Markit EDM
6 1 (0.022%) Oracle AML
6 1 (0.022%) Oracle Procure-to-Pay
6 1 (0.022%) Oracle Retail
6 1 (0.022%) SAP HR-PA
Cloud Services
1 185 (4.02%) Amazon AWS
2 122 (2.65%) Microsoft Azure
3 85 (1.85%) SaaS
4 45 (0.98%) Google Cloud Platform
5 32 (0.70%) Amazon S3
5 32 (0.70%) GitHub
6 26 (0.57%) Google Analytics
6 26 (0.57%) Office 365
7 19 (0.41%) Cloud Computing
8 17 (0.37%) PaaS
9 13 (0.28%) Adobe Analytics
10 12 (0.26%) IaaS
11 11 (0.24%) Azure Machine Learning
12 8 (0.17%) Amazon EC2
13 7 (0.15%) CloudBees
14 6 (0.13%) AWS Lambda
15 5 (0.11%) FinancialForce.com
15 5 (0.11%) Trello
16 4 (0.087%) Google App Engine
16 4 (0.087%) Slack
Communications & Networking
1 103 (2.24%) Wireless
2 86 (1.87%) Firewall
3 76 (1.65%) Internet
4 50 (1.09%) TCP/IP
5 47 (1.02%) Bluetooth
6 33 (0.72%) LAN
7 31 (0.67%) Wi-Fi
8 30 (0.65%) HTTP
9 28 (0.61%) DNS
10 24 (0.52%) Network Security
11 22 (0.48%) Cisco IOS
12 19 (0.41%) SNMP
13 18 (0.39%) Intrusion Detection
14 17 (0.37%) LTE
15 16 (0.35%) DHCP
15 16 (0.35%) DVB
16 15 (0.33%) 802.11
16 15 (0.33%) HTTPS
17 14 (0.30%) Ethernet
17 14 (0.30%) MPLS
Database & Business Intelligence
1 542 (11.78%) SQL Server
2 464 (10.09%) Big Data
3 276 (6.00%) Hadoop
4 247 (5.37%) NoSQL
5 191 (4.15%) Relational Database
6 184 (4.00%) Data Warehouse
7 166 (3.61%) MySQL
8 163 (3.54%) Data Mining
9 153 (3.33%) SQL Server Integration Services
10 145 (3.15%) SQL Server Reporting Services
11 143 (3.11%) MongoDB
12 117 (2.54%) Power BI
13 101 (2.20%) PostgreSQL
14 99 (2.15%) QlikView
15 70 (1.52%) SQL Server Analysis Services
16 67 (1.46%) Redis
17 59 (1.28%) SQL Server 2008
18 58 (1.26%) RDBMS
19 57 (1.24%) Apache Hive
20 53 (1.15%) BusinessObjects
Development Applications
1 244 (5.30%) Git (software)
2 175 (3.80%) Visual Studio
3 124 (2.70%) Subversion
4 109 (2.37%) JIRA
5 105 (2.28%) Selenium
6 90 (1.96%) Jenkins
7 83 (1.80%) Team Foundation Server
8 55 (1.20%) JUnit
9 50 (1.09%) Jasmine
10 47 (1.02%) Maven
11 39 (0.85%) NUnit
12 36 (0.78%) Hudson
13 33 (0.72%) TeamCity
14 31 (0.67%) Atlassian Bamboo
14 31 (0.67%) Eclipse
15 26 (0.57%) Ant
15 26 (0.57%) Rational DOORS
16 23 (0.50%) Karma Test Runner
17 21 (0.46%) Gradle
17 21 (0.46%) QUnit
General
1 1375 (29.89%) Finance
2 384 (8.35%) Banking
3 214 (4.65%) Marketing
4 197 (4.28%) Electronics
5 175 (3.80%) Telecoms
6 171 (3.72%) Games
7 168 (3.65%) Front Office
8 133 (2.89%) Retail
9 104 (2.26%) Investment Banking
10 74 (1.61%) Automotive
11 71 (1.54%) Legal
12 68 (1.48%) Advertising
13 60 (1.30%) Aerospace
13 60 (1.30%) Financial Institution
14 59 (1.28%) Military
15 53 (1.15%) Pharmaceutical
16 51 (1.11%) Manufacturing
17 35 (0.76%) Billing
18 31 (0.67%) Law
19 27 (0.59%) Back Office
Job Titles
1 1808 (39.30%) Developer
2 777 (16.89%) Analyst
3 564 (12.26%) Graduate
4 442 (9.61%) Software Developer
5 430 (9.35%) Software Engineer
6 421 (9.15%) C# Developer
7 388 (8.43%) Java Developer
8 341 (7.41%) Data Scientist
9 301 (6.54%) Junior
10 278 (6.04%) Senior Developer
11 261 (5.67%) C++ Developer
12 231 (5.02%) .NET Developer
12 231 (5.02%) Consultant
13 203 (4.41%) Graduate Developer
14 199 (4.33%) Junior Developer
15 188 (4.09%) C++ Software Engineer
16 180 (3.91%) C# .NET Developer
17 177 (3.85%) Data Analyst
18 163 (3.54%) SQL Developer
19 157 (3.41%) Graduate Software Developer
Libraries, Frameworks & Software Standards
1 759 (16.50%) .NET
2 498 (10.83%) HTML
3 395 (8.59%) CSS
4 348 (7.57%) ASP.NET
5 300 (6.52%) AngularJS
6 287 (6.24%) XML
7 222 (4.83%) jQuery
8 199 (4.33%) HTML5
9 163 (3.54%) Web Services
10 150 (3.26%) Spring
11 141 (3.07%) Node.js
12 132 (2.87%) ASP.NET MVC
13 130 (2.83%) REST
14 115 (2.50%) .NET Framework
15 110 (2.39%) RESTful
16 101 (2.20%) WebSockets
17 92 (2.00%) CSS3
17 92 (2.00%) J2EE
18 87 (1.89%) WPF
19 83 (1.80%) JSON
Miscellaneous
1 2229 (48.46%) Computer Science
2 807 (17.54%) Analytical Skills
3 655 (14.24%) Algorithms
4 196 (4.26%) Hedge funds
5 171 (3.72%) Management Information System
6 154 (3.35%) Fintech
7 149 (3.24%) Data Structures
8 144 (3.13%) Derivative
9 112 (2.43%) Equities
10 99 (2.15%) Data Centre
11 91 (1.98%) Fixed Income
11 91 (1.98%) Foreign Exchange (FX)
12 87 (1.89%) User Experience
13 66 (1.43%) Enterprise Software
14 65 (1.41%) Credit Risk
15 53 (1.15%) Client/Server
15 53 (1.15%) Market Risk
16 52 (1.13%) Linux Command Line
17 49 (1.07%) Mobile App
18 47 (1.02%) Augmented Reality
Operating Systems
1 719 (15.63%) Linux
2 502 (10.91%) Windows
3 255 (5.54%) Unix
4 91 (1.98%) Android
5 66 (1.43%) Windows Server
6 55 (1.20%) Apple iOS
7 46 (1.00%) Windows Server 2012
8 42 (0.91%) Windows 7
9 41 (0.89%) Mac OS X
10 32 (0.70%) Windows XP
11 27 (0.59%) Red Hat Enterprise Linux
12 21 (0.46%) Windows Server 2008
13 16 (0.35%) Windows 10
14 14 (0.30%) CentOS
14 14 (0.30%) Ubuntu
15 12 (0.26%) Embedded Linux
15 12 (0.26%) Solaris
16 11 (0.24%) Windows Server 2003
17 7 (0.15%) CoreOS
18 5 (0.11%) Windows 8
Processes & Methodologies
1 1076 (23.39%) Physics
2 1051 (22.85%) Software Engineering
3 891 (19.37%) Agile Software Development
4 866 (18.83%) Analytics
5 627 (13.63%) Statistics
6 569 (12.37%) Machine Learning
7 529 (11.50%) OO
8 374 (8.13%) SDLC
9 366 (7.96%) Business Intelligence
10 277 (6.02%) Scrum
11 268 (5.83%) Multithreading
12 265 (5.76%) TDD
13 258 (5.61%) MVC
14 256 (5.57%) Visualisation
15 247 (5.37%) Data Analysis
16 226 (4.91%) OOP
17 211 (4.59%) Data Analytics
18 207 (4.50%) Mentoring
19 193 (4.20%) Economics
19 193 (4.20%) Web Development
Programming Languages
1 1512 (32.87%) SQL
2 1333 (28.98%) Java
3 1328 (28.87%) C++
4 1233 (26.80%) Python
5 1185 (25.76%) C#
6 700 (15.22%) JavaScript
7 653 (14.20%) C
8 534 (11.61%) R
9 348 (7.57%) MATLAB
10 240 (5.22%) Scala
11 164 (3.57%) VBA
12 161 (3.50%) PHP
13 140 (3.04%) F#
14 125 (2.72%) T-SQL
15 111 (2.41%) Perl
16 101 (2.20%) Ruby
17 93 (2.02%) VB.NET
18 79 (1.72%) Shell Script
19 77 (1.67%) VB
20 76 (1.65%) TypeScript
Qualifications
1 2783 (60.50%) Degree
2 652 (14.17%) PhD
3 157 (3.41%) Security Cleared
4 56 (1.22%) Microsoft Certification
5 44 (0.96%) CISSP
6 39 (0.85%) CISM
6 39 (0.85%) PMI Certification
6 39 (0.85%) Postgraduate
7 38 (0.83%) DV Cleared
8 37 (0.80%) Cisco Certification
9 35 (0.76%) ISTQB
9 35 (0.76%) SC Cleared
10 34 (0.74%) ISEB
11 25 (0.54%) CCNP
12 20 (0.43%) NVQ Level 3
13 16 (0.35%) CEH
13 16 (0.35%) CISA
13 16 (0.35%) SANS
14 12 (0.26%) CCNA
14 12 (0.26%) SSCP
Quality Assurance & Compliance
1 195 (4.24%) QA
2 52 (1.13%) SLA
3 47 (1.02%) Data Quality
4 36 (0.78%) ISO/IEC 27001
5 25 (0.54%) PCI DSS
6 17 (0.37%) Cyber Essentials
7 15 (0.33%) ISO/IEC 17799
8 13 (0.28%) MiFID
9 12 (0.26%) EMIR
10 10 (0.22%) HMG Security Policy Framework
11 9 (0.20%) Dodd-Frank
12 7 (0.15%) PMO
13 6 (0.13%) GDPR
13 6 (0.13%) ISO 9001
14 5 (0.11%) IFRS
14 5 (0.11%) IFRS 9
15 3 (0.065%) Basel III
15 3 (0.065%) SDET
15 3 (0.065%) SNOMED CT
15 3 (0.065%) WAI
System Software
1 74 (1.61%) Active Directory
2 63 (1.37%) Docker
3 59 (1.28%) Firmware
4 32 (0.70%) VMware Infrastructure
5 19 (0.41%) Virtual Machines
6 14 (0.30%) XenApp
7 12 (0.26%) HDFS
8 8 (0.17%) Hyper-V
8 8 (0.17%) Terminal Services
9 7 (0.15%) VMware ESX
10 6 (0.13%) Apache Flume
10 6 (0.13%) Oracle RAC
11 4 (0.087%) Veritas Cluster Server
12 3 (0.065%) Apache ZooKeeper
12 3 (0.065%) Snort
12 3 (0.065%) vSphere
12 3 (0.065%) Xen
13 2 (0.043%) GlusterFS
13 2 (0.043%) LXC
13 2 (0.043%) Shibboleth
Systems Management
1 39 (0.85%) Graphite
2 32 (0.70%) Grafana
3 27 (0.59%) Puppet
4 25 (0.54%) Opscode Chef
5 18 (0.39%) HP Quality Center
6 17 (0.37%) Nagios
7 15 (0.33%) Ansible
8 13 (0.28%) Kibana
8 13 (0.28%) logstash
9 10 (0.22%) Kubernetes
10 7 (0.15%) CA Service Virtualization
11 6 (0.13%) Enterprise Manager Cloud Control
11 6 (0.13%) Oracle Enterprise Manager
11 6 (0.13%) Oracle RMAN
12 4 (0.087%) Backup Exec
12 4 (0.087%) Docker Swarm
12 4 (0.087%) NetBackup
12 4 (0.087%) OPNET
12 4 (0.087%) SCCM
13 3 (0.065%) Oozie
Vendors
1 525 (11.41%) Microsoft
2 344 (7.48%) Oracle
3 204 (4.43%) Tableau
4 109 (2.37%) SAP
5 94 (2.04%) Google
6 77 (1.67%) Cisco
7 54 (1.17%) VMware
8 47 (1.02%) Salesforce.com
9 32 (0.70%) Adobe
10 27 (0.59%) Actimize
11 25 (0.54%) Splunk
12 24 (0.52%) Red Hat
13 23 (0.50%) Citrix
14 22 (0.48%) IBM
14 22 (0.48%) MicroStrategy
15 18 (0.39%) Cadence
15 18 (0.39%) Sybase
16 17 (0.37%) Juniper
17 16 (0.35%) Bloomberg
17 16 (0.35%) HP
Exeter, Devon
Redrock Consulting Ltd
Salary: £25000 - £28000 per annum + 25 hol + pension Cont
Posted: 5 hours ago
City, London
Durlston Partners
Salary: From £75,000 to £150,000 per annum Huge bonus potential, uncapped
Posted: 1 hour ago
Cambridge, Cambridgeshire
Bluetownonline
Posted: 5 hours ago
Oxford, Oxfordshire
Ampersand Consulting
Salary: £40000 - £50000 per annum + Benefits
Posted: 3 hours ago
Cambridge, Cambridgeshire
Amazing Prospects Ltd
Salary: From £25,000 to £30,000 per annum Top Prospects, Benefits and Perks
Posted: 5 hours ago
Cambridge, Cambridgeshire
Exposed Solutions
Salary: £40000 - £50000 per annum
Posted: 20 hours ago
London
ClearCube Consulting
Salary: From £80,000 to £120,000 per annum
Posted: 4 hours ago
Cambridge, Cambridgeshire
Client Server
Salary: £85k to £100k + benefits
Posted: 2 hours ago
Cheltenham, Gloucestershire
Searchability
Salary: £55000 - £75000 per annum + Benefits
Posted: 6 hours ago
London
ClearCube Consulting
Salary: Up to £75,000 per annum
Posted: 5 hours ago
Skipton, North Yorkshire
Fruition IT Resources Limited
Salary: £35000 - £45000 per annum + Excellent Benefits!
Posted: Yesterday
Cambridge, Cambridgeshire
Bluetownonline
Posted: 5 hours ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 21 hours ago
London
ClearCube Consulting
Salary: Up to £90,000 per annum
Posted: 5 hours ago
Manchester, Lancashire
Head Resourcing
Salary: £35000 per annum + Flexible Benefits, Pension, Health
Posted: Yesterday
Greater Manchester
Exposed Solutions
Salary: £35000 - £45000 per annum
Posted: 20 hours ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: Up to £21,000 per annum plus benefits
Posted: Yesterday
Newbury, Berkshire
Redrock Consulting Ltd
Salary: £20000 - £27000 per annum + Bonus, Full Training, Progression
Posted: 20 hours ago
Essex
Mortimer Spinks
Salary: £30000 - £40000 per annum
Posted: 23 hours ago
Exeter, Devon
Redrock Consulting Ltd
Salary: £25000 - £28000 per annum + 25 hol + pension Cont
Posted: 5 hours ago
Warwick, Warwickshire
Crunchposter
Salary: Market related
Posted: Yesterday
Woking, Surrey
Informatiq Consulting
Salary: £Excellent + package
Posted: 2 days ago
Oxford, Oxfordshire
ENTERPRISE RECRUITMENT LTD
Salary: £40 - £55 per hour
Posted: Yesterday
London
Lorien Resourcing
Salary: Car Allowance & Benefits & Bonus
Posted: 1 hour ago
Cambridge, Cambridgeshire
Pioneer Search
Salary: £50000 - £60000 per annum
Posted: 5 hours ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 2 days ago
Newcastle Upon Tyne, Tyne and Wear
Reed Technology
Salary: £35000 - £55000 per annum + excellent beneifts
Posted: 21 hours ago
Surrey
Informatiq Consulting
Salary: £Excellent salary + benefits!
Posted: 2 days ago
City, London
Harrington Starr
Salary: £40000 - £50000 per annum + Bonus + Benefits + Training
Posted: Yesterday
Woking, Surrey
Opus Recruitment Solutions Ltd
Salary: £30000 - £35000 per annum, Benefits Excellent Benefit and 10% Bonus
Posted: Yesterday