The table below looks at the statistics for Mathematics skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Mathematics over the 3 months to 26 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
26 Feb 2017
Same period 2016 Same period 2015
Mathematics (Maths)
UK / England
Rank 104 91 148
Rank change year-on-year
-13 +57
Permanent jobs citing Mathematics 2175 2947 2129
As % of all permanent IT jobs located in England 2.79% 3.07% 2.14%
As % of the Processes & Methodologies category 3.14% 3.47% 2.46%
Number of salaries quoted 1707 2423 1759
Median salary £47,500 £50,000 £42,500
Median salary % change year-on-year
-5.00% +17.64%
90% offered a salary of more than £27,500 £27,000 £25,000
10% offered a salary of more than £85,000 £80,000 £70,000
UK excluding London median salary £42,500 £42,000 £38,500
% change year-on-year
+1.19% +9.09%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the England region.

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
69329 84814 86424
As % of all permanent IT jobs located in England 88.86% 88.38% 86.70%
Number of salaries quoted 57376 71122 71288
Median salary £50,000 £50,000 £48,500
Median salary % change year-on-year
- +3.09%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £76,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Mathematics
Jobs Demand Trend in England

The demand trend of job ads across the England region citing Mathematics as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Mathematics Jobs Demand Trend in England

Mathematics
Salary Trend in England

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

Mathematics Salary Trend in England

Mathematics
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Mathematics across the England region over the 3 months to 26 February 2017.

Mathematics Salary Histogram 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 26 February 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 -9 1008 £60,000 +4.34% 169
East of England +28 370 £45,000 +12.50% 60
South East -24 334 £42,500 -5.11% 74
South West +2 180 £43,000 +14.66% 31
Yorkshire +80 90 £43,000 +86.95% 15
North West -30 85 £37,500 -21.05% 25
West Midlands -74 50 £27,500 -38.88% 21
East Midlands -11 48 £41,250 -1.78% 5
North East +16 12 £40,000 -4.70% 6
Mathematics
UK

Mathematics
Top 30 Related IT Skills in England

For the 6 months to 26 February 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 2739 (60.13%) Degree
2 2184 (47.95%) Computer Science
3 1478 (32.45%) SQL
4 1362 (29.90%) Finance
5 1270 (27.88%) Java
6 1248 (27.40%) C++
7 1186 (26.04%) Python
8 1180 (25.91%) C#
9 1066 (23.40%) Physics
10 1014 (22.26%) Software Engineering
11 871 (19.12%) Analytics
12 850 (18.66%) Agile Software Development
13 805 (17.67%) Analytical Skills
14 799 (17.54%) .NET
15 683 (14.99%) JavaScript
16 666 (14.62%) Linux
17 659 (14.47%) Algorithms
18 643 (14.12%) PhD
19 640 (14.05%) Statistics
20 633 (13.90%) C
21 549 (12.05%) Machine Learning
22 540 (11.86%) R
23 514 (11.28%) SQL Server
24 500 (10.98%) OO
25 479 (10.52%) HTML
26 473 (10.38%) Microsoft
27 461 (10.12%) Windows
28 449 (9.86%) Big Data
29 383 (8.41%) Banking
30 374 (8.21%) ASP.NET

Mathematics
Top Related 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
1 259 (5.69%) Apache Spark
2 235 (5.16%) SAS
3 114 (2.50%) Apache
4 101 (2.22%) Elasticsearch
5 70 (1.54%) SharePoint
6 46 (1.01%) CMS
6 46 (1.01%) Tomcat
7 37 (0.81%) Umbraco
8 33 (0.72%) IIS
9 28 (0.61%) JBoss
10 25 (0.55%) Apache Pig
11 24 (0.53%) nginx
11 24 (0.53%) WebLogic
11 24 (0.53%) WebSphere
12 22 (0.48%) MS Exchange
13 19 (0.42%) Confluence
14 15 (0.33%) Jetty
15 14 (0.31%) Skype for Business
16 13 (0.29%) SharePoint 2013
17 11 (0.24%) Oracle SOA Suite
Applications
1 323 (7.09%) MS Excel
2 144 (3.16%) MS Office
3 98 (2.15%) SPSS
4 85 (1.87%) MS PowerPoint
5 35 (0.77%) MS Visio
6 32 (0.70%) Stata
7 15 (0.33%) Photoshop
8 13 (0.29%) Simulink
9 10 (0.22%) MS Project
10 9 (0.20%) EViews
11 7 (0.15%) GIMP
11 7 (0.15%) Spreadsheet
12 5 (0.11%) Adobe Illustrator
12 5 (0.11%) SPSS Modeler
13 4 (0.088%) AutoCAD
13 4 (0.088%) Camtasia
13 4 (0.088%) FrameMaker
13 4 (0.088%) RoboHelp
14 3 (0.066%) SOLIDWORKS
15 2 (0.044%) Stateflow
Business Applications
1 10 (0.22%) FastStats
2 7 (0.15%) SAP Oil and Gas
3 6 (0.13%) Endur
3 6 (0.13%) SAP HR
4 5 (0.11%) Dynamics CRM
4 5 (0.11%) Dynamics NAV
4 5 (0.11%) SAP HR-PA
4 5 (0.11%) SAP Payroll
5 4 (0.088%) Primavera
6 3 (0.066%) Oracle BPM
7 2 (0.044%) Magento
7 2 (0.044%) NetSuite
7 2 (0.044%) Oracle EBS
7 2 (0.044%) Oracle TCA
7 2 (0.044%) SAP ERP
7 2 (0.044%) SAP IS-U
8 1 (0.022%) Oracle AML
8 1 (0.022%) Oracle Financials
8 1 (0.022%) Oracle Payroll
8 1 (0.022%) SAP CRM
Cloud Services
1 193 (4.24%) Amazon AWS
2 111 (2.44%) Microsoft Azure
3 84 (1.84%) SaaS
4 39 (0.86%) GitHub
5 38 (0.83%) Google Cloud Platform
6 33 (0.72%) Amazon S3
7 29 (0.64%) Office 365
8 28 (0.61%) Google Analytics
9 24 (0.53%) Cloud Computing
10 19 (0.42%) PaaS
11 13 (0.29%) Adobe Analytics
12 11 (0.24%) IaaS
13 9 (0.20%) Amazon EC2
14 8 (0.18%) Slack
15 5 (0.11%) Heroku
16 4 (0.088%) Amazon Kinesis
16 4 (0.088%) Azure Machine Learning
16 4 (0.088%) CloudFront
16 4 (0.088%) Google App Engine
17 3 (0.066%) AWS Lambda
Communications & Networking
1 95 (2.09%) Firewall
2 84 (1.84%) Wireless
3 72 (1.58%) Internet
4 55 (1.21%) TCP/IP
5 41 (0.90%) HTTP
6 36 (0.79%) Bluetooth
6 36 (0.79%) LAN
7 29 (0.64%) DNS
8 27 (0.59%) Cisco IOS
9 22 (0.48%) Network Security
10 20 (0.44%) MPLS
10 20 (0.44%) Wi-Fi
11 19 (0.42%) SNMP
11 19 (0.42%) WAN
12 17 (0.37%) DHCP
12 17 (0.37%) Intrusion Detection
13 15 (0.33%) 802.11
13 15 (0.33%) HTTPS
13 15 (0.33%) VPN
14 14 (0.31%) VoIP
Database & Business Intelligence
1 514 (11.28%) SQL Server
2 449 (9.86%) Big Data
3 280 (6.15%) Hadoop
4 252 (5.53%) NoSQL
5 183 (4.02%) Relational Database
6 169 (3.71%) Data Warehouse
7 165 (3.62%) Data Mining
8 155 (3.40%) MySQL
9 144 (3.16%) MongoDB
10 138 (3.03%) SQL Server Integration Services
11 118 (2.59%) SQL Server Reporting Services
12 96 (2.11%) PostgreSQL
13 80 (1.76%) QlikView
14 79 (1.73%) Power BI
15 70 (1.54%) Redis
16 60 (1.32%) RDBMS
17 55 (1.21%) SQL Server 2012
18 50 (1.10%) Apache Hive
18 50 (1.10%) SQL Server Analysis Services
19 48 (1.05%) SQL Server 2008
Development Applications
1 207 (4.54%) Git (software)
2 144 (3.16%) Visual Studio
3 94 (2.06%) Selenium
4 86 (1.89%) Subversion
5 81 (1.78%) Team Foundation Server
6 74 (1.62%) JIRA
7 69 (1.51%) Jenkins
8 51 (1.12%) NUnit
9 44 (0.97%) Maven
10 43 (0.94%) JUnit
11 40 (0.88%) Jasmine
12 33 (0.72%) TeamCity
13 28 (0.61%) Ant
14 26 (0.57%) Eclipse
15 22 (0.48%) Cucumber
16 21 (0.46%) Gradle
16 21 (0.46%) QUnit
16 21 (0.46%) Rational DOORS
17 19 (0.42%) Mercurial
18 18 (0.40%) Hudson
General
1 1362 (29.90%) Finance
2 383 (8.41%) Banking
3 246 (5.40%) Marketing
4 180 (3.95%) Front Office
5 170 (3.73%) Games
6 160 (3.51%) Telecoms
7 153 (3.36%) Electronics
8 132 (2.90%) Retail
9 95 (2.09%) Investment Banking
10 71 (1.56%) Legal
11 68 (1.49%) Automotive
12 66 (1.45%) Manufacturing
13 64 (1.41%) Advertising
14 55 (1.21%) Military
15 54 (1.19%) Aerospace
16 50 (1.10%) Financial Institution
17 47 (1.03%) Pharmaceutical
18 35 (0.77%) Back Office
19 34 (0.75%) Billing
20 30 (0.66%) Law
Job Titles
1 1864 (40.92%) Developer
2 763 (16.75%) Analyst
3 557 (12.23%) Graduate
4 468 (10.27%) C# Developer
5 451 (9.90%) Software Developer
6 400 (8.78%) Software Engineer
7 387 (8.50%) Java Developer
8 342 (7.51%) Data Scientist
9 305 (6.70%) Junior
10 301 (6.61%) Senior Developer
11 265 (5.82%) C++ Developer
12 264 (5.80%) .NET Developer
13 218 (4.79%) Consultant
14 209 (4.59%) C# .NET Developer
15 205 (4.50%) Junior Developer
16 203 (4.46%) Graduate Developer
17 185 (4.06%) Data Analyst
18 169 (3.71%) SQL Developer
19 155 (3.40%) C++ Software Engineer
20 151 (3.32%) Graduate Software Developer
Libraries, Frameworks & Software Standards
1 799 (17.54%) .NET
2 479 (10.52%) HTML
3 374 (8.21%) ASP.NET
4 348 (7.64%) CSS
5 280 (6.15%) AngularJS
6 265 (5.82%) XML
7 203 (4.46%) jQuery
8 182 (4.00%) HTML5
9 168 (3.69%) Web Services
10 146 (3.21%) ASP.NET MVC
11 136 (2.99%) Node.js
12 130 (2.85%) REST
13 127 (2.79%) .NET Framework
14 124 (2.72%) WPF
15 121 (2.66%) Spring
16 105 (2.31%) RESTful
17 104 (2.28%) WebSockets
18 83 (1.82%) ASP.NET Web API
19 81 (1.78%) D3.js
20 80 (1.76%) WCF
Miscellaneous
1 2184 (47.95%) Computer Science
2 805 (17.67%) Analytical Skills
3 659 (14.47%) Algorithms
4 197 (4.32%) Hedge funds
5 160 (3.51%) Data Structures
6 154 (3.38%) Management Information System
7 147 (3.23%) Fintech
8 142 (3.12%) Derivative
9 122 (2.68%) Equities
10 104 (2.28%) Data Centre
11 95 (2.09%) Foreign Exchange (FX)
12 92 (2.02%) Fixed Income
13 84 (1.84%) User Experience
14 69 (1.51%) Enterprise Software
15 61 (1.34%) Credit Risk
16 53 (1.16%) Linux Command Line
17 52 (1.14%) Mobile App
18 50 (1.10%) Market Risk
18 50 (1.10%) NHS
19 46 (1.01%) Driving Licence
Operating Systems
1 666 (14.62%) Linux
2 461 (10.12%) Windows
3 238 (5.23%) Unix
4 75 (1.65%) Android
5 73 (1.60%) Windows Server
6 54 (1.19%) Windows Server 2012
7 47 (1.03%) Windows 7
8 39 (0.86%) Mac OS X
9 37 (0.81%) Apple iOS
10 34 (0.75%) Windows XP
11 27 (0.59%) Windows Server 2008
12 25 (0.55%) Red Hat Enterprise Linux
13 18 (0.40%) Windows Server 2003
14 16 (0.35%) Windows 10
15 14 (0.31%) Embedded Linux
16 12 (0.26%) CentOS
17 11 (0.24%) Ubuntu
18 8 (0.18%) Windows 8
19 7 (0.15%) Solaris
20 4 (0.088%) VMS
Processes & Methodologies
1 1066 (23.40%) Physics
2 1014 (22.26%) Software Engineering
3 871 (19.12%) Analytics
4 850 (18.66%) Agile Software Development
5 640 (14.05%) Statistics
6 549 (12.05%) Machine Learning
7 500 (10.98%) OO
8 362 (7.95%) SDLC
9 347 (7.62%) Business Intelligence
10 293 (6.43%) TDD
11 286 (6.28%) Multithreading
12 276 (6.06%) Scrum
13 266 (5.84%) MVC
14 248 (5.44%) Data Analysis
15 247 (5.42%) Data Analytics
16 234 (5.14%) Visualisation
17 204 (4.48%) Economics
18 203 (4.46%) OOP
19 194 (4.26%) Continuous Integration
19 194 (4.26%) Web Development
Programming Languages
1 1478 (32.45%) SQL
2 1270 (27.88%) Java
3 1248 (27.40%) C++
4 1186 (26.04%) Python
5 1180 (25.91%) C#
6 683 (14.99%) JavaScript
7 633 (13.90%) C
8 540 (11.86%) R
9 310 (6.81%) MATLAB
10 257 (5.64%) Scala
11 172 (3.78%) PHP
12 169 (3.71%) VBA
13 156 (3.42%) F#
14 112 (2.46%) T-SQL
15 102 (2.24%) Perl
16 100 (2.20%) Ruby
17 85 (1.87%) VB.NET
18 74 (1.62%) TypeScript
19 71 (1.56%) Shell Script
20 62 (1.36%) Haskell
Qualifications
1 2739 (60.13%) Degree
2 643 (14.12%) PhD
3 154 (3.38%) Security Cleared
4 63 (1.38%) Microsoft Certification
5 50 (1.10%) DV Cleared
6 44 (0.97%) CISSP
7 42 (0.92%) PMI Certification
7 42 (0.92%) Postgraduate
8 38 (0.83%) CISM
9 37 (0.81%) Cisco Certification
10 31 (0.68%) ISTQB
11 30 (0.66%) SC Cleared
12 23 (0.50%) ISEB
12 23 (0.50%) NVQ Level 3
13 22 (0.48%) CCNP
14 16 (0.35%) CEH
15 14 (0.31%) CISA
16 13 (0.29%) SANS
17 12 (0.26%) ITIL Certification
17 12 (0.26%) MCSE
Quality Assurance & Compliance
1 175 (3.84%) QA
2 47 (1.03%) SLA
3 45 (0.99%) Data Quality
4 42 (0.92%) ISO/IEC 27001
5 29 (0.64%) PCI DSS
6 20 (0.44%) Cyber Essentials
7 17 (0.37%) ISO/IEC 17799
8 13 (0.29%) HMG Security Policy Framework
9 11 (0.24%) MiFID
10 10 (0.22%) EMIR
11 8 (0.18%) PMO
12 7 (0.15%) Dodd-Frank
13 6 (0.13%) IFRS
13 6 (0.13%) IFRS 9
14 5 (0.11%) ISO 9001
15 4 (0.088%) Sarbanes-Oxley
15 4 (0.088%) SDET
16 3 (0.066%) GDPR
16 3 (0.066%) SNOMED CT
16 3 (0.066%) WAI
System Software
1 85 (1.87%) Active Directory
2 74 (1.62%) Docker
3 58 (1.27%) Firmware
4 30 (0.66%) VMware Infrastructure
5 23 (0.50%) Virtual Machines
6 13 (0.29%) HDFS
7 11 (0.24%) XenApp
8 10 (0.22%) Terminal Services
8 10 (0.22%) VMware ESX
9 7 (0.15%) Apache Flume
10 6 (0.13%) Hyper-V
11 5 (0.11%) Oracle RAC
12 4 (0.088%) vSphere
13 3 (0.066%) Apache ZooKeeper
13 3 (0.066%) Cygwin
13 3 (0.066%) Forefront TMG
13 3 (0.066%) Snort
13 3 (0.066%) Xen
14 2 (0.044%) LXC
14 2 (0.044%) Shibboleth
Systems Management
1 36 (0.79%) Graphite
2 34 (0.75%) Grafana
3 28 (0.61%) Opscode Chef
4 23 (0.50%) Puppet
5 17 (0.37%) HP Quality Center
6 16 (0.35%) Nagios
7 11 (0.24%) logstash
8 10 (0.22%) Ansible
8 10 (0.22%) Kibana
9 6 (0.13%) McAfee ePO
9 6 (0.13%) WSUS
10 5 (0.11%) Enterprise Manager Cloud Control
10 5 (0.11%) Oracle Enterprise Manager
10 5 (0.11%) Oracle RMAN
11 4 (0.088%) Docker Swarm
11 4 (0.088%) Kubernetes
11 4 (0.088%) Mesos
11 4 (0.088%) Nessus
11 4 (0.088%) OPNET
12 3 (0.066%) NetBackup
Vendors
1 473 (10.38%) Microsoft
2 304 (6.67%) Oracle
3 186 (4.08%) Tableau
4 101 (2.22%) SAP
5 88 (1.93%) Google
6 78 (1.71%) Cisco
7 47 (1.03%) VMware
8 36 (0.79%) Salesforce.com
9 29 (0.64%) Adobe
10 28 (0.61%) MicroStrategy
11 22 (0.48%) Citrix
11 22 (0.48%) Splunk
12 20 (0.44%) Red Hat
13 19 (0.42%) Sybase
14 18 (0.40%) Cadence
14 18 (0.40%) HP
15 17 (0.37%) Actimize
15 17 (0.37%) Intel Security
15 17 (0.37%) Qualys
16 16 (0.35%) CheckPoint
City, London
Harrington Starr
Salary: £30000 - £40000 per annum + Bonus + Benefits + Training
Posted: 2 hours ago
Poole, Dorset
Informatiq Consulting
Posted: Yesterday
Bristol, Avon
Redrock Consulting Ltd
Salary: £30000 - £55000 per annum + Excellent Benefits
Posted: Yesterday
Peterborough, Cambridgeshire
Maclean Moore Consulting
Salary: From £30,000 to £40,000 per annum plus great benefits
Posted: Yesterday
Leeds, West Yorkshire
Informatiq Consulting
Salary: £60000 per annum
Posted: 3 days ago
Leatherhead, Surrey
CGI
Salary: £30000 - £35000 per annum
Posted: Yesterday
City, London
Harrington Starr
Salary: £35000 - £40000 per annum + Bonus + Benefits + Training
Posted: Yesterday
Cheltenham, Gloucestershire
Informatiq Consulting
Salary: £25000 - £75000 per annum + Pension + Medical
Posted: Yesterday
Telford, Shropshire
Lorien Resourcing
Salary: £1 per annum
Posted: 2 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 3 days ago
Liskeard, Cornwall
Sopra Steria Recruitment
Salary: From £30,000 to £45,000 per annum
Posted: Yesterday
City, London
Miller Maxwell Ltd
Salary: From £90,000 to £125,000 per annum + Bonus + Benefits
Posted: Yesterday
Bristol, Avon
Novate IT Ltd
Salary: £45000 - £60000 per annum + bonus + bens
Posted: Yesterday
Woking, Surrey
Informatiq Consulting
Posted: 3 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £45k DoE + package
Posted: Yesterday
Central London / West End
IT Connections
Salary: £30,000 to £40,000
Posted: Yesterday
London
TEKsystems
Salary: £50000 - £75000 per annum
Posted: Yesterday
Bristol, Avon
Bristol DT
Salary: £35000.00 - £65000.00 per annum + DOE + benefits
Posted: 2 days ago
London
ClearCube Consulting
Salary: Up to £70,000 per annum + Benefits
Posted: Yesterday
South East London
Ventula Consulting Ltd
Salary: From £40,000 to £45,000 per annum £40,000- £45,000
Posted: Yesterday
West Midlands
IT Connections
Salary: to £45000
Posted: Yesterday
London
McGregor Boyall
Salary: £80000 - £120000 per annum + bonus
Posted: Yesterday
Lichfield, Staffordshire
Coburg Banks IT
Salary: £25000 - £35000 per annum + Excellent Benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent + benefits + options
Posted: Yesterday
City, London
Client Server
Salary: £75k to £150k + bonus + benefits
Posted: 3 days ago
City, London
Real Time Recruitment Solutions
Salary: 35,000 - 45,000
Posted: 3 days ago
Bristol, Avon
ComputerWorld Personnel Ltd
Salary: £20000.0000 - £25000.0000 per annum + benefits
Posted: 3 days ago
London
IT Connections
Salary: £25,000 to £35,000
Posted: Yesterday
Cambridge, Cambridgeshire
ARC IT Recruitment Ltd
Salary: £55000 per annum + Plus Benefits
Posted: Yesterday