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 23 June 2017 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
UK / England
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 128 114 112
Rank change year-on-year -14 -2  
Permanent jobs citing Mathematics 2179 2508 2811
As % of all permanent IT jobs advertised in England 2.60% 2.71% 2.70%
As % of the Processes & Methodologies category 2.90% 3.05% 3.08%
Number of salaries quoted 1783 2113 2345
Median salary £45,000 £45,000 £44,000
Median salary % change year-on-year - +2.27%  
90% offered a salary of more than £27,500 £26,000 £25,000
10% offered a salary of more than £82,500 £82,500 £75,000
UK excluding London median salary £37,500 £40,000 £38,500
% change year-on-year -6.25% +3.89%  

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 75125 82244 91401
As % of all permanent IT job vacancies advertised in England 89.68% 89.02% 87.91%
Number of salaries quoted 60990 69535 75555
Median salary £51,500 £50,000 £50,000
Median salary % change year-on-year +3.00% -  
90% offered a salary of more than £32,500 £32,500 £31,523
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 23 June 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 23 June 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 -42 859 £60,000 - 158
East of England +14 436 £40,000 -3.61% 62
South East -2 420 £40,000 +1.26% 58
South West +24 152 £28,591 -32.72% 33
West Midlands +6 102 £32,000 -11.72% 16
North West -44 100 £40,500 +10.09% 21
East Midlands -5 72 £37,500 -6.25% 14
Yorkshire -7 67 £35,000 -12.50% 15
North East +27 14 £32,750 -12.66% 3
Mathematics
UK

For the 6 months to 23 June 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 2586 (59.41%) Degree
2 2158 (49.58%) Computer Science
3 1404 (32.25%) SQL
4 1308 (30.05%) Python
5 1272 (29.22%) C++
6 1243 (28.56%) Finance
7 1220 (28.03%) Java
8 1135 (26.07%) Physics
9 1093 (25.11%) C#
10 930 (21.36%) Software Engineering
11 869 (19.96%) Agile Software Development
12 841 (19.32%) Analytics
13 836 (19.21%) Analytical Skills
14 730 (16.77%) Linux
15 713 (16.38%) PhD
16 696 (15.99%) Algorithms
17 648 (14.89%) JavaScript
18 641 (14.73%) .NET
19 628 (14.43%) Machine Learning
20 602 (13.83%) Statistics
20 602 (13.83%) Numerate Degree
21 570 (13.09%) C
22 549 (12.61%) SQL Server
23 533 (12.24%) Microsoft
24 512 (11.76%) Windows
25 504 (11.58%) OO
26 488 (11.21%) R
27 469 (10.77%) Computer Science Degree
28 449 (10.31%) HTML
29 443 (10.18%) Big Data

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
1 193 (4.43%) SAS
2 173 (3.97%) Apache Spark
3 94 (2.16%) Elasticsearch
4 76 (1.75%) Apache
5 49 (1.13%) SharePoint
6 45 (1.03%) IIS
6 45 (1.03%) Tomcat
7 29 (0.67%) CMS
8 25 (0.57%) Umbraco
9 20 (0.46%) nginx
10 19 (0.44%) JBoss
11 18 (0.41%) Jetty
12 17 (0.39%) Apache Pig
13 13 (0.30%) Apache Solr
13 13 (0.30%) MS Exchange
13 13 (0.30%) WebSphere
14 12 (0.28%) Oracle SOA Suite
15 11 (0.25%) Confluence
16 10 (0.23%) Cloud Foundry
16 10 (0.23%) WebLogic
Applications
1 378 (8.68%) Microsoft Excel
2 113 (2.60%) Microsoft Office
3 71 (1.63%) SPSS
4 48 (1.10%) Microsoft PowerPoint
5 33 (0.76%) MS Visio
5 33 (0.76%) Spreadsheet
6 22 (0.51%) Stata
7 18 (0.41%) Microsoft Project
8 17 (0.39%) Photoshop
9 13 (0.30%) EViews
10 10 (0.23%) Simulink
11 9 (0.21%) Autodesk Inventor
11 9 (0.21%) SPSS Modeler
12 7 (0.16%) Maple
13 6 (0.14%) Revit
14 5 (0.11%) Adobe Illustrator
14 5 (0.11%) GIMP
14 5 (0.11%) Inkscape
14 5 (0.11%) Mathcad
15 4 (0.092%) FrameMaker
Business Applications
1 20 (0.46%) Actimize
2 15 (0.34%) Dynamics CRM
3 14 (0.32%) SAP Oil and Gas
4 13 (0.30%) Endur
5 10 (0.23%) Dynamics NAV
6 7 (0.16%) Unica
7 5 (0.11%) Adobe Campaign
7 5 (0.11%) Dynamics AX
7 5 (0.11%) Sage CRM
8 4 (0.092%) NetSuite
9 3 (0.069%) HFM
9 3 (0.069%) Hyperion Planning
9 3 (0.069%) SAP MDG
10 2 (0.046%) Eloqua
10 2 (0.046%) LatentZero
10 2 (0.046%) Oracle Utilities
10 2 (0.046%) thinkFolio
11 1 (0.023%) Front Arena
11 1 (0.023%) Summit
11 1 (0.023%) Temenos Globus
Cloud Services
1 164 (3.77%) Amazon AWS
2 160 (3.68%) Microsoft Azure
3 92 (2.11%) SaaS
4 63 (1.45%) Google Cloud Platform
5 39 (0.90%) Azure Machine Learning
6 35 (0.80%) Google Analytics
7 27 (0.62%) Adobe Analytics
8 24 (0.55%) Amazon S3
9 23 (0.53%) GitHub
10 19 (0.44%) CloudBees
11 18 (0.41%) Office 365
12 16 (0.37%) Cloud Computing
13 14 (0.32%) PaaS
14 7 (0.16%) IaaS
15 5 (0.11%) FinancialForce.com
15 5 (0.11%) Trello
16 4 (0.092%) AdWords
16 4 (0.092%) AWS Lambda
17 2 (0.046%) Cortana Intelligence Suite
17 2 (0.046%) Sumo Logic
Communications & Networking
1 109 (2.50%) Wireless
2 74 (1.70%) Firewall
3 64 (1.47%) Internet
4 47 (1.08%) Bluetooth
5 44 (1.01%) Wi-Fi
6 42 (0.96%) TCP/IP
7 34 (0.78%) DNS
8 28 (0.64%) LAN
8 28 (0.64%) WAN
9 24 (0.55%) DHCP
9 24 (0.55%) NAS
9 24 (0.55%) Network Security
10 22 (0.51%) HTTP
11 19 (0.44%) WLAN
12 18 (0.41%) DVB
12 18 (0.41%) LTE
12 18 (0.41%) VPN
13 17 (0.39%) VoIP
14 16 (0.37%) Ethernet
15 15 (0.34%) SAN
Database & Business Intelligence
1 549 (12.61%) SQL Server
2 443 (10.18%) Big Data
3 256 (5.88%) NoSQL
4 216 (4.96%) Hadoop
5 208 (4.78%) Data Warehouse
6 165 (3.79%) SQL Server Reporting Services
7 157 (3.61%) Power BI
7 157 (3.61%) Relational Database
8 153 (3.51%) Data Mining
9 143 (3.29%) MongoDB
10 138 (3.17%) SQL Server Integration Services
11 131 (3.01%) MySQL
12 108 (2.48%) QlikView
13 87 (2.00%) SQL Server Analysis Services
14 55 (1.26%) PostgreSQL
15 54 (1.24%) RDBMS
16 53 (1.22%) Apache Hive
16 53 (1.22%) Redis
17 50 (1.15%) SQL Server 2008
18 48 (1.10%) Apache Cassandra
Development Applications
1 257 (5.90%) Git (software)
2 142 (3.26%) Visual Studio
3 122 (2.80%) Jenkins
4 114 (2.62%) Subversion
5 111 (2.55%) JIRA
6 108 (2.48%) Selenium
7 90 (2.07%) Team Foundation Server
8 56 (1.29%) Maven
9 52 (1.19%) JUnit
10 49 (1.13%) NUnit
11 45 (1.03%) Hudson
12 43 (0.99%) Atlassian Bamboo
13 42 (0.96%) TeamCity
14 34 (0.78%) HP UFT
15 31 (0.71%) Jasmine
16 29 (0.67%) Vagrant
17 28 (0.64%) Eclipse
18 26 (0.60%) Rational DOORS
19 25 (0.57%) gulp
20 23 (0.53%) Octopus Deploy
General
1 1243 (28.56%) Finance
2 294 (6.75%) Banking
3 231 (5.31%) Electronics
3 231 (5.31%) Marketing
4 178 (4.09%) Front Office
5 174 (4.00%) Games
6 172 (3.95%) Telecoms
7 139 (3.19%) Retail
8 99 (2.27%) Investment Banking
9 79 (1.81%) Automotive
10 68 (1.56%) Legal
11 65 (1.49%) Advertising
12 54 (1.24%) Aerospace
12 54 (1.24%) Financial Institution
13 45 (1.03%) Military
14 39 (0.90%) Pharmaceutical
15 37 (0.85%) Manufacturing
16 25 (0.57%) Billing
17 19 (0.44%) Law
18 16 (0.37%) Back Office
Job Titles
1 1599 (36.73%) Developer
2 765 (17.57%) Analyst
3 583 (13.39%) Graduate
4 434 (9.97%) Software Engineer
5 394 (9.05%) Software Developer
6 350 (8.04%) C# Developer
7 320 (7.35%) Java Developer
8 287 (6.59%) Data Scientist
9 275 (6.32%) Junior
10 245 (5.63%) Senior Developer
11 235 (5.40%) C++ Developer
12 233 (5.35%) Consultant
13 229 (5.26%) C++ Software Engineer
14 197 (4.53%) Graduate Developer
15 193 (4.43%) Data Analyst
16 187 (4.30%) .NET Developer
17 155 (3.56%) Junior Developer
18 139 (3.19%) Graduate Analyst
19 137 (3.15%) Graduate Software Developer
20 127 (2.92%) C# .NET Developer
Libraries, Frameworks & Software Standards
1 641 (14.73%) .NET
2 449 (10.31%) HTML
3 360 (8.27%) CSS
4 293 (6.73%) AngularJS
5 271 (6.23%) ASP.NET
6 207 (4.76%) XML
7 185 (4.25%) HTML5
8 161 (3.70%) Spring
9 159 (3.65%) Web Services
10 156 (3.58%) jQuery
11 150 (3.45%) RESTful
12 136 (3.12%) Node.js
13 111 (2.55%) REST
14 91 (2.09%) CSS3
15 85 (1.95%) ASP.NET MVC
16 84 (1.93%) J2EE
17 83 (1.91%) .NET Framework
17 83 (1.91%) OpenGL
18 82 (1.88%) WebSockets
19 76 (1.75%) Natural Language Processing
Miscellaneous
1 2158 (49.58%) Computer Science
2 836 (19.21%) Analytical Skills
3 696 (15.99%) Algorithms
4 169 (3.88%) Hedge funds
5 168 (3.86%) Greenfield Project
6 162 (3.72%) Management Information System
7 144 (3.31%) Fintech
8 127 (2.92%) Derivative
9 109 (2.50%) Data Structures
10 99 (2.27%) Equities
11 85 (1.95%) User Experience
12 78 (1.79%) Fixed Income
12 78 (1.79%) Foreign Exchange (FX)
13 64 (1.47%) Augmented Reality
14 61 (1.40%) Enterprise Software
15 56 (1.29%) Data Centre
16 50 (1.15%) 3D Graphics
16 50 (1.15%) Mobile App
17 47 (1.08%) Market Risk
18 45 (1.03%) Linux Command Line
Operating Systems
1 730 (16.77%) Linux
2 512 (11.76%) Windows
3 259 (5.95%) Unix
4 116 (2.66%) Android
5 81 (1.86%) Apple iOS
6 54 (1.24%) Windows Server
7 36 (0.83%) Red Hat Enterprise Linux
8 30 (0.69%) Windows Server 2012
9 25 (0.57%) Windows 7
9 25 (0.57%) Windows Server 2008
10 21 (0.48%) Mac OS X
11 20 (0.46%) Windows 10
12 19 (0.44%) CoreOS
13 17 (0.39%) Solaris
14 16 (0.37%) Ubuntu
15 12 (0.28%) Embedded Linux
16 9 (0.21%) CentOS
17 8 (0.18%) Windows XP
18 3 (0.069%) VMS
18 3 (0.069%) Windows Server 2003
Processes & Methodologies
1 1135 (26.07%) Physics
2 930 (21.36%) Software Engineering
3 869 (19.96%) Agile Software Development
4 841 (19.32%) Analytics
5 628 (14.43%) Machine Learning
6 602 (13.83%) Statistics
7 504 (11.58%) OO
8 388 (8.91%) Business Intelligence
9 289 (6.64%) Scrum
9 289 (6.64%) SDLC
10 277 (6.36%) Visualisation
11 274 (6.29%) Data Analysis
12 252 (5.79%) Test Automation
13 240 (5.51%) MVC
14 217 (4.99%) TDD
15 216 (4.96%) Mentoring
16 208 (4.78%) OOP
17 200 (4.59%) Data Visualisation
18 191 (4.39%) Multithreading
19 186 (4.27%) Economics
Programming Languages
1 1404 (32.25%) SQL
2 1308 (30.05%) Python
3 1272 (29.22%) C++
4 1220 (28.03%) Java
5 1093 (25.11%) C#
6 648 (14.89%) JavaScript
7 570 (13.09%) C
8 488 (11.21%) R
9 395 (9.07%) MATLAB
10 180 (4.14%) Scala
11 161 (3.70%) VBA
12 138 (3.17%) PHP
13 134 (3.08%) Perl
14 120 (2.76%) T-SQL
15 98 (2.25%) F#
16 87 (2.00%) Ruby
17 86 (1.98%) VB
18 77 (1.77%) VB.NET
19 76 (1.75%) Shell Script
20 50 (1.15%) PL/SQL
Qualifications
1 2586 (59.41%) Degree
2 713 (16.38%) PhD
3 602 (13.83%) Numerate Degree
4 469 (10.77%) Computer Science Degree
5 155 (3.56%) Security Cleared
6 104 (2.39%) Master's Degree
7 52 (1.19%) SC Cleared
8 43 (0.99%) CISSP
9 41 (0.94%) ISEB
10 37 (0.85%) CISM
11 35 (0.80%) ISTQB
12 34 (0.78%) Cisco Certification
12 34 (0.78%) PMI Certification
13 26 (0.60%) DV Cleared
14 23 (0.53%) Microsoft Certification
15 22 (0.51%) Postgraduate
16 20 (0.46%) CISA
17 19 (0.44%) CCNP
18 16 (0.37%) ISTQB Foundation Certification
19 15 (0.34%) CCNA
Quality Assurance & Compliance
1 181 (4.16%) QA
2 78 (1.79%) Data Quality
3 43 (0.99%) SLA
4 37 (0.85%) ISO/IEC 27001
5 14 (0.32%) ISO/IEC 15288
6 13 (0.30%) PCI DSS
7 12 (0.28%) MiFID
8 9 (0.21%) EMIR
8 9 (0.21%) Sarbanes-Oxley
9 8 (0.18%) Cyber Essentials
9 8 (0.18%) GDPR
9 8 (0.18%) PMO
10 7 (0.16%) ISO 9001
11 6 (0.14%) Dodd-Frank
11 6 (0.14%) IFRS
11 6 (0.14%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
12 5 (0.11%) Actionable Recommendations
12 5 (0.11%) COBIT
12 5 (0.11%) GCP
12 5 (0.11%) IFRS 9
System Software
1 73 (1.68%) Firmware
2 64 (1.47%) Docker
3 48 (1.10%) Active Directory
4 42 (0.96%) VMware Infrastructure
5 12 (0.28%) Veritas Cluster Server
5 12 (0.28%) XenApp
6 10 (0.23%) HDFS
6 10 (0.23%) Virtual Machines
7 9 (0.21%) Hyper-V
8 5 (0.11%) Apache Flume
8 5 (0.11%) Terminal Services
9 4 (0.092%) Oracle RAC
9 4 (0.092%) Virtual Desktop
9 4 (0.092%) VMware ESXi
10 3 (0.069%) GlusterFS
10 3 (0.069%) Xen
11 2 (0.046%) KVM
12 1 (0.023%) ACF2
12 1 (0.023%) Apache ZooKeeper
12 1 (0.023%) zsh
Systems Management
1 45 (1.03%) Puppet
2 37 (0.85%) Opscode Chef
3 32 (0.74%) Kubernetes
4 30 (0.69%) Graphite
5 29 (0.67%) Ansible
6 26 (0.60%) Nagios
7 20 (0.46%) HP Quality Center
8 19 (0.44%) CA Service Virtualization
9 16 (0.37%) Kibana
9 16 (0.37%) logstash
10 14 (0.32%) SCCM
11 13 (0.30%) Backup Exec
12 12 (0.28%) Grafana
13 5 (0.11%) Cisco Prime
13 5 (0.11%) SolarWinds Orion
14 4 (0.092%) Enterprise Manager Cloud Control
14 4 (0.092%) OPNET
14 4 (0.092%) Oracle Enterprise Manager
14 4 (0.092%) Oracle RMAN
15 3 (0.069%) NetBackup
Vendors
1 533 (12.24%) Microsoft
2 331 (7.60%) Oracle
3 192 (4.41%) Tableau
4 129 (2.96%) Google
5 106 (2.44%) SAP
6 72 (1.65%) VMware
7 64 (1.47%) Cisco
8 58 (1.33%) Salesforce.com
9 40 (0.92%) Adobe
10 38 (0.87%) IBM
10 38 (0.87%) Red Hat
11 29 (0.67%) Bloomberg
11 29 (0.67%) MicroStrategy
12 27 (0.62%) NetApp
13 26 (0.60%) SaltStack
14 25 (0.57%) HP
15 24 (0.55%) CA
16 21 (0.48%) Citrix
16 21 (0.48%) Reuters
17 20 (0.46%) AppDynamics
London
ClearCube Consulting
Salary: From £50,000 to £85,000 per annum
Posted: 4 hours ago
Sheffield, South Yorkshire
Engage PSG
Salary: £45000 - £65000 per annum
Posted: 4 hours ago
Cambridge, Cambridgeshire
Technical Futures
Salary: From £25,000 to £30,000 per annum Excellent Starting Package
Posted: 2 hours ago
Central London / West End
IT Connections
Salary: £40,000 to £50,000
Posted: 3 hours ago
Oldham, Lancashire
Innovative Technology Limited
Salary: Highly competitive and negotiable
Posted: 5 hours ago
Northampton, Northamptonshire
IT Connections
Salary: £25,000 to £40,000
Posted: 3 hours ago
Northampton, Northamptonshire
IT Connections
Salary: £25,000 to £33,000
Posted: 3 hours ago
Gloucester, Gloucestershire
Sanderson
Salary: £20000 - £30000 per annum
Posted: 4 hours ago
London
IT Connections
Salary: £25,000 to £30,000
Posted: 3 hours ago
London
Harvey Nash plc
Salary: £40000 - £70000 per annum
Posted: 3 hours ago
London
Senitor Associates
Salary: £30000 per annum + training
Posted: 6 hours ago
Newbury, Berkshire
Oscar
Salary: £20000 - £25000 per annum
Posted: 5 hours ago
Oxford, Oxfordshire
ReThink Recruitment
Salary: £30000 - £50000.00 per annum
Posted: 5 hours ago
London
ISL
Salary: £30000.00 - £35000.00 per annum
Posted: Yesterday
London
ClearCube Consulting
Salary: From £60,000 to £85,000 per annum + Stock Options
Posted: Yesterday
Stoke-On-Trent, Staffordshire
Computer People
Salary: £25000 - £30000 per annum + Accreditations, bonus, gym
Posted: Yesterday
City, London
JM
Salary: £30000 - £50000 per annum
Posted: 57 minutes ago
Leeds, West Yorkshire
Jet2.com
Salary: Excellent
Posted: 2 hours ago
London
ISL
Salary: £35000 - £40000 per annum
Posted: Yesterday
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £27,000 per annum
Posted: 4 hours ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: Yesterday
Bristol, Avon
Novate IT Ltd
Salary: £45000 - £60000 per annum + bonus + bens
Posted: 19 hours ago
Coventry, West Midlands (County)
Redrock Consulting Ltd
Salary: £25000 - £36000 per annum
Posted: 1 hour ago
Welwyn Garden City, Hertfordshire
ClearCube Consulting
Salary: Up to £85,000 per annum
Posted: Yesterday
London
ClearCube Consulting
Salary: From £55,000 to £85,000 per annum
Posted: Yesterday
North West London
Hammersmith Medicines Research
Salary: Competitive
Posted: 6 hours ago
Cambridge, Cambridgeshire
ECM Selection
Salary: Negotiable c£80,000 DoE + package
Posted: Yesterday
City, London
Client Server
Salary: £45k to £55k + bonus + benefits
Posted: Yesterday
Bristol, Avon
ECM Selection
Salary: to £60k DoE plus stock options
Posted: Yesterday
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE plus stock options
Posted: 23 hours ago