The table below looks at the prevalence of the term Mathematics 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 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Mathematics (Maths)
Rank 150 147 159
Rank change year-on-year
-3 +12
Permanent jobs citing Mathematics 1821 2256 2071
As % of all permanent IT jobs located in England 2.17% 2.24% 1.93%
As % of the Miscellaneous category 5.31% 5.24% 4.76%
Number of salaries quoted 1468 1796 1652
Median salary £47,000 £45,000 £40,000
Median salary % change year-on-year
+4.44% +12.50%
90% offered a salary of more than £26,000 £25,000 £25,000
10% offered a salary of more than £85,000 £82,500 £62,500
UK excluding London median salary £40,000 £37,500 £37,500
% change year-on-year
+6.66% -
Mathematics
UK

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

Miscellaneous Category
England
Permanent IT job ads with a match in the
Miscellaneous category
34268 43054 43472
As % of all permanent IT jobs located in England 40.83% 42.73% 40.41%
Number of salaries quoted 28157 34769 35415
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £29,500 £29,000 £27,500
10% offered a salary of more than £80,000 £75,000 £80,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 Miscellaneous 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 4 December 2016.

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 4 December 2016. 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
(Click see detailed
statistics and trends)
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 -16 875 £60,000 - 146
South East +10 329 £37,500 - 44
East of England +5 199 £45,000 +12.50% 50
South West +19 148 £45,000 +28.57% 22
North West +10 94 £37,500 - 13
West Midlands -20 71 £27,500 -3.50% 6
East Midlands +19 54 £40,000 +33.33% 7
Yorkshire +27 52 £42,500 +70.00% 12
North East +13 17 £42,500 +41.66% 3
Mathematics
UK

Mathematics
Top 30 Related IT Skills in England

For the 6 months to 4 December 2016, 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 2446 (65.26%) Degree
2 2078 (55.44%) Computer Science
3 1221 (32.58%) SQL
4 1091 (29.11%) Physics
5 1071 (28.58%) Java
6 1062 (28.34%) Finance
7 1017 (27.13%) C#
8 970 (25.88%) Python
9 959 (25.59%) C++
10 885 (23.61%) Software Engineering
11 765 (20.41%) .NET
12 685 (18.28%) Analytical Skills
13 660 (17.61%) Agile Software Development
14 648 (17.29%) Analytics
15 643 (17.16%) Statistics
16 549 (14.65%) Algorithms
17 509 (13.58%) JavaScript
18 507 (13.53%) C
19 497 (13.26%) PhD
20 459 (12.25%) Linux
21 446 (11.90%) SQL Server
22 445 (11.87%) OO
23 435 (11.61%) Machine Learning
24 432 (11.53%) HTML
25 429 (11.45%) Microsoft
26 390 (10.41%) R
27 372 (9.93%) Windows
28 312 (8.32%) Banking
29 306 (8.16%) ASP.NET
29 306 (8.16%) Big Data

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
1 209 (5.58%) SAS
2 184 (4.91%) Apache Spark
3 80 (2.13%) Apache
4 61 (1.63%) Elasticsearch
5 52 (1.39%) SharePoint
6 35 (0.93%) MS Exchange
7 32 (0.85%) Tomcat
8 27 (0.72%) IIS
9 25 (0.67%) JBoss
10 23 (0.61%) CMS
11 22 (0.59%) Oracle SOA Suite
12 19 (0.51%) Apache Pig
13 18 (0.48%) Umbraco
13 18 (0.48%) WebSphere
14 16 (0.43%) GlassFish
15 15 (0.40%) WebLogic
16 14 (0.37%) Skype for Business
17 11 (0.29%) SharePoint 2013
18 10 (0.27%) K2 blackpearl
18 10 (0.27%) OpenStack
Applications
1 280 (7.47%) MS Excel
2 160 (4.27%) MS Office
3 106 (2.83%) MS PowerPoint
4 102 (2.72%) SPSS
5 34 (0.91%) MS Visio
6 21 (0.56%) Stata
7 13 (0.35%) GNU Octave
8 12 (0.32%) XMetaL
9 11 (0.29%) SOLIDWORKS
10 9 (0.24%) MS Project
10 9 (0.24%) Spreadsheet
11 7 (0.19%) AutoCAD
12 6 (0.16%) Simulink
13 5 (0.13%) Photoshop
14 3 (0.080%) Adobe Illustrator
14 3 (0.080%) Blender
14 3 (0.080%) Maple
15 2 (0.053%) Adobe Creative Suite
15 2 (0.053%) EViews
15 2 (0.053%) OmniGraffle
Business Applications
1 24 (0.64%) FastStats
2 7 (0.19%) SAP Oil and Gas
3 6 (0.16%) Endur
3 6 (0.16%) Primavera
3 6 (0.16%) SAP HR
4 5 (0.13%) SAP HR-PA
4 5 (0.13%) SAP Payroll
5 3 (0.080%) Oracle AML
5 3 (0.080%) Oracle BPM
5 3 (0.080%) ReMetrica
5 3 (0.080%) SAP ERP
6 2 (0.053%) Adobe Campaign
6 2 (0.053%) Dynamics CRM
6 2 (0.053%) Oracle EBS
6 2 (0.053%) Oracle ERP
6 2 (0.053%) Oracle TCA
6 2 (0.053%) SessionCam
7 1 (0.027%) Advent Geneva
7 1 (0.027%) Magento
7 1 (0.027%) ProductWriter
Cloud Services
1 122 (3.26%) Amazon AWS
2 82 (2.19%) Microsoft Azure
3 61 (1.63%) SaaS
4 43 (1.15%) Google Analytics
5 29 (0.77%) Office 365
6 24 (0.64%) PaaS
7 15 (0.40%) Google Cloud Platform
8 14 (0.37%) GitHub
9 13 (0.35%) Adobe Analytics
10 11 (0.29%) IaaS
11 9 (0.24%) Amazon EC2
11 9 (0.24%) Amazon S3
12 8 (0.21%) Cloud Computing
13 7 (0.19%) Slack
14 5 (0.13%) Amazon Kinesis
14 5 (0.13%) iTunes
15 3 (0.080%) AWS Lambda
15 3 (0.080%) Azure Active Directory
15 3 (0.080%) CloudFront
15 3 (0.080%) Heroku
Communications & Networking
1 80 (2.13%) Firewall
2 71 (1.89%) Internet
3 63 (1.68%) TCP/IP
4 43 (1.15%) LAN
4 43 (1.15%) Wireless
5 40 (1.07%) DNS
6 30 (0.80%) Cisco IOS
7 29 (0.77%) DHCP
8 26 (0.69%) WAN
9 24 (0.64%) Network Security
9 24 (0.64%) VoIP
10 22 (0.59%) HTTP
10 22 (0.59%) VPN
11 18 (0.48%) MPLS
12 15 (0.40%) PBX
13 14 (0.37%) ISDN
13 14 (0.37%) Remote Desktop
13 14 (0.37%) VLAN
14 13 (0.35%) SAN
15 12 (0.32%) SNMP
Database & Business Intelligence
1 446 (11.90%) SQL Server
2 306 (8.16%) Big Data
3 184 (4.91%) Hadoop
4 152 (4.06%) Data Mining
5 149 (3.98%) NoSQL
6 132 (3.52%) Relational Database
7 115 (3.07%) Data Warehouse
8 88 (2.35%) MySQL
9 77 (2.05%) SQL Server Integration Services
10 74 (1.97%) MongoDB
11 59 (1.57%) Apache Cassandra
11 59 (1.57%) RDBMS
12 58 (1.55%) SQL Server Reporting Services
13 53 (1.41%) PostgreSQL
14 44 (1.17%) Apache Hive
14 44 (1.17%) SQL Server 2012
15 43 (1.15%) BusinessObjects
16 41 (1.09%) Redis
17 34 (0.91%) Oracle Database
18 33 (0.88%) SQL Server 2008
Development Applications
1 125 (3.34%) Visual Studio
2 121 (3.23%) Git (software)
3 107 (2.85%) Team Foundation Server
4 72 (1.92%) NUnit
5 66 (1.76%) Selenium
6 56 (1.49%) Subversion
7 36 (0.96%) JIRA
8 33 (0.88%) Jenkins
9 32 (0.85%) Maven
10 26 (0.69%) JUnit
11 22 (0.59%) TeamCity
12 21 (0.56%) Jasmine
13 18 (0.48%) Cucumber
13 18 (0.48%) Eclipse
13 18 (0.48%) Rhino Mocks
14 16 (0.43%) SpecFlow
14 16 (0.43%) SQL Server Management Studio (SSMS)
15 15 (0.40%) Ranorex
16 13 (0.35%) Gradle
17 12 (0.32%) Octopus Deploy
General
1 1062 (28.34%) Finance
2 312 (8.32%) Banking
3 269 (7.18%) Marketing
4 167 (4.46%) Games
5 166 (4.43%) Front Office
6 125 (3.34%) Telecoms
7 115 (3.07%) Retail
8 101 (2.69%) Electronics
9 76 (2.03%) Investment Banking
9 76 (2.03%) Manufacturing
10 74 (1.97%) Advertising
10 74 (1.97%) Automotive
11 60 (1.60%) Legal
12 51 (1.36%) Aerospace
13 42 (1.12%) Back Office
14 30 (0.80%) Financial Institution
14 30 (0.80%) Pharmaceutical
15 21 (0.56%) Law
16 20 (0.53%) Military
17 19 (0.51%) Publishing
Job Titles
1 1592 (42.48%) Developer
2 601 (16.04%) Analyst
3 586 (15.64%) Graduate
4 399 (10.65%) Software Developer
5 391 (10.43%) C# Developer
6 382 (10.19%) Java Developer
7 354 (9.45%) Software Engineer
8 292 (7.79%) Data Scientist
9 264 (7.04%) .NET Developer
10 242 (6.46%) Graduate Developer
11 241 (6.43%) Senior Developer
12 232 (6.19%) Junior
13 219 (5.84%) C++ Developer
14 214 (5.71%) C# .NET Developer
15 171 (4.56%) Junior Developer
16 164 (4.38%) Consultant
17 162 (4.32%) SQL Developer
18 154 (4.11%) Data Analyst
19 137 (3.66%) Python Developer
20 134 (3.58%) Graduate Analyst
Libraries, Frameworks & Software Standards
1 765 (20.41%) .NET
2 432 (11.53%) HTML
3 306 (8.16%) ASP.NET
4 292 (7.79%) CSS
5 220 (5.87%) XML
6 206 (5.50%) AngularJS
7 179 (4.78%) Web Services
8 171 (4.56%) HTML5
9 152 (4.06%) jQuery
10 125 (3.34%) ASP.NET MVC
11 108 (2.88%) Node.js
11 108 (2.88%) Spring
12 105 (2.80%) WPF
13 98 (2.61%) .NET Framework
14 88 (2.35%) CSS3
15 70 (1.87%) OpenGL
15 70 (1.87%) WCF
16 69 (1.84%) REST
17 67 (1.79%) Qt
18 66 (1.76%) ASP.NET Web API
Miscellaneous
1 2078 (55.44%) Computer Science
2 1091 (29.11%) Physics
3 685 (18.28%) Analytical Skills
4 643 (17.16%) Statistics
5 549 (14.65%) Algorithms
6 189 (5.04%) Economics
7 164 (4.38%) Visualisation
8 149 (3.98%) Management Information System
9 136 (3.63%) Hedge funds
10 115 (3.07%) Derivative
11 111 (2.96%) Data Centre
12 108 (2.88%) Artificial Intelligence
13 94 (2.51%) Data Structures
14 93 (2.48%) Fintech
15 78 (2.08%) User Experience
16 73 (1.95%) Equities
17 72 (1.92%) Foreign Exchange (FX)
18 68 (1.81%) Applied Mathematics
19 66 (1.76%) Driving Licence
20 61 (1.63%) Credit Risk
Operating Systems
1 459 (12.25%) Linux
2 372 (9.93%) Windows
3 191 (5.10%) Unix
4 95 (2.53%) Windows Server
5 59 (1.57%) Android
6 52 (1.39%) Windows 7
6 52 (1.39%) Windows Server 2012
7 35 (0.93%) Mac OS X
8 29 (0.77%) Windows Server 2008
9 28 (0.75%) Windows XP
10 27 (0.72%) Windows Server 2003
11 26 (0.69%) Red Hat Enterprise Linux
12 25 (0.67%) Apple iOS
13 22 (0.59%) Windows 8
14 19 (0.51%) Embedded Linux
15 12 (0.32%) Windows 10
16 11 (0.29%) CentOS
17 6 (0.16%) VMS
17 6 (0.16%) Windows 2000 Server
18 5 (0.13%) MVS
Processes & Methodologies
1 885 (23.61%) Software Engineering
2 660 (17.61%) Agile Software Development
3 648 (17.29%) Analytics
4 445 (11.87%) OO
5 435 (11.61%) Machine Learning
6 286 (7.63%) SDLC
7 236 (6.30%) Multithreading
8 234 (6.24%) TDD
9 223 (5.95%) MVC
10 211 (5.63%) Business Intelligence
11 204 (5.44%) Data Analysis
12 196 (5.23%) Data Analytics
13 183 (4.88%) Scrum
14 168 (4.48%) Open Source
15 166 (4.43%) Risk Management
16 157 (4.19%) ITIL
17 148 (3.95%) OOP
18 141 (3.76%) OOD
19 137 (3.66%) ETL
20 131 (3.50%) Mentoring
Programming Languages
1 1221 (32.58%) SQL
2 1071 (28.58%) Java
3 1017 (27.13%) C#
4 970 (25.88%) Python
5 959 (25.59%) C++
6 509 (13.58%) JavaScript
7 507 (13.53%) C
8 390 (10.41%) R
9 188 (5.02%) Scala
10 184 (4.91%) MATLAB
11 131 (3.50%) PHP
12 122 (3.26%) VBA
13 90 (2.40%) Perl
14 80 (2.13%) F#
15 79 (2.11%) Ruby
15 79 (2.11%) T-SQL
16 64 (1.71%) VB.NET
17 59 (1.57%) TypeScript
18 52 (1.39%) VB
19 45 (1.20%) Haskell
Qualifications
1 2446 (65.26%) Degree
2 497 (13.26%) PhD
3 125 (3.34%) Security Cleared
4 62 (1.65%) Microsoft Certification
5 51 (1.36%) DV Cleared
6 41 (1.09%) CISSP
7 37 (0.99%) Cisco Certification
8 35 (0.93%) CISM
9 34 (0.91%) ISTQB
10 32 (0.85%) ISEB
11 27 (0.72%) PMI Certification
12 23 (0.61%) ISTQB Foundation Certification
12 23 (0.61%) NVQ Level 3
13 22 (0.59%) CISA
14 21 (0.56%) CEH
15 20 (0.53%) CCNA
15 20 (0.53%) Postgraduate
16 17 (0.45%) CCNP
17 16 (0.43%) MCSE
17 16 (0.43%) SANS
Quality Assurance & Compliance
1 124 (3.31%) QA
2 47 (1.25%) Data Quality
3 46 (1.23%) SLA
4 30 (0.80%) ISO/IEC 27001
5 15 (0.40%) MiFID
5 15 (0.40%) PCI DSS
6 14 (0.37%) ISO/IEC 17799
7 12 (0.32%) HMG Security Policy Framework
8 11 (0.29%) Dodd-Frank
9 9 (0.24%) EMIR
10 5 (0.13%) Sarbanes-Oxley
10 5 (0.13%) SDET
11 4 (0.11%) FATCA
11 4 (0.11%) SNOMED CT
12 3 (0.080%) Actionable Recommendations
12 3 (0.080%) SAS 70
12 3 (0.080%) SSAE 16
12 3 (0.080%) WAI
13 2 (0.053%) Government Security Classifications
13 2 (0.053%) SEPA
System Software
1 114 (3.04%) Active Directory
2 54 (1.44%) Docker
3 45 (1.20%) Firmware
3 45 (1.20%) VMware Infrastructure
4 16 (0.43%) HDFS
5 15 (0.40%) VMware ESX
6 14 (0.37%) Terminal Services
7 13 (0.35%) Virtual Machines
8 11 (0.29%) Hyper-V
9 9 (0.24%) Apache Flume
10 7 (0.19%) XenApp
11 6 (0.16%) Cygwin
12 5 (0.13%) vSphere
13 4 (0.11%) Virtual Servers
13 4 (0.11%) XenDesktop
14 3 (0.080%) Forefront TMG
14 3 (0.080%) ISA Server
14 3 (0.080%) Microsoft Virtual Server
14 3 (0.080%) Snort
15 2 (0.053%) VMware ESXi
Systems Management
1 27 (0.72%) HP Quality Center
2 22 (0.59%) Opscode Chef
3 20 (0.53%) Puppet
4 19 (0.51%) Grafana
4 19 (0.51%) Graphite
5 12 (0.32%) Nagios
6 9 (0.24%) McAfee ePO
6 9 (0.24%) WSUS
7 8 (0.21%) SCCM
8 6 (0.16%) Nessus
9 5 (0.13%) Nmap
9 5 (0.13%) Oozie
9 5 (0.13%) SCOM
10 4 (0.11%) Ansible
10 4 (0.11%) Kubernetes
11 3 (0.080%) Ambari
11 3 (0.080%) Mesos
11 3 (0.080%) NetBackup
11 3 (0.080%) SCVMM
11 3 (0.080%) SELinux
Vendors
1 429 (11.45%) Microsoft
2 256 (6.83%) Oracle
3 118 (3.15%) Tableau
4 96 (2.56%) Cisco
5 79 (2.11%) SAP
6 67 (1.79%) Google
7 61 (1.63%) VMware
8 44 (1.17%) Citrix
9 23 (0.61%) Intel Security
10 22 (0.59%) Qualys
11 21 (0.56%) Adobe
11 21 (0.56%) Sybase
12 20 (0.53%) Cognos
13 19 (0.51%) CheckPoint
14 18 (0.48%) HP
14 18 (0.48%) Informatica
14 18 (0.48%) Splunk
15 16 (0.43%) Salesforce.com
15 16 (0.43%) Tripwire
16 15 (0.40%) Red Hat
Luton, Bedfordshire
Understanding Recruitment
Salary: £30000 - £40000 per annum + bens - shares, pens, health+
Posted: 1 hour ago
City, London
Best Practice Talent Solutions
Salary: From £27,000 to £47,000 per annum Salary will be given based on experi
Posted: 9 hours ago
Woking, Surrey
Informatiq Consulting
Posted: 2 days ago
London
Oho Group Ltd.
Salary: £35000 - £45000 per annum
Posted: Yesterday
St. Albans, Hertfordshire
Understanding Recruitment
Salary: £50000 - £60000 per annum + benefits
Posted: 1 hour ago
London
Senitor Associates
Salary: £45000 - £70000 per annum + Excellent Bonuses + Benefits
Posted: Yesterday
London
First Point
Salary: £45000.00 - £55000.00 per annum + Bonus + Benefits
Posted: Yesterday
Ipswich, Suffolk
Bristow Holland
Salary: £20k - 22k per year
Posted: 2 days ago
St. Albans, Hertfordshire
Understanding Recruitment
Salary: £35000 - £50000 per annum + benefits
Posted: 2 hours ago
Basingstoke, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £30000 per annum
Posted: 2 days ago
Brighton, East Sussex
ARC IT Recruitment Ltd
Salary: £competitive
Posted: Yesterday
London
Churchill Frank
Salary: £40000 - £50000 per annum
Posted: Yesterday
Woking, Surrey
Informatiq Consulting
Salary: £20000 - £25000 per annum + Excellent Bonus and Benefits
Posted: 2 days ago
London
Oho Group Ltd.
Salary: £35000 - £60000 per annum
Posted: 2 days ago
West London
set2recruit
Salary: From £45,000 to £60,000 per annum (Incl Bonuses)
Posted: 2 days ago
Dorset
McGregor Boyall
Salary: £55000 - £95000 per annum + bonus
Posted: 2 days ago
London
Churchill Frank
Salary: £50000 - £70000 per annum
Posted: Yesterday
City, London
Client Server
Salary: £45k to £55k + bonus + benefits
Posted: 3 days ago
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £35000 per annum
Posted: 2 days ago
Woking, Surrey
Informatiq Consulting
Salary: £20000 - £25000 per annum + Excellent Bonus and Benefits
Posted: 2 days ago
London
McGregor Boyall
Salary: £90000 - £120000 per annum + bonus
Posted: 2 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £30000 - £45000 per annum + Excellent Base + Lucrative Benefits
Posted: 3 days ago
London
IT Connections
Salary: 60000
Posted: Yesterday
Bristol, Avon
Redrock Consulting Ltd
Salary: £30000 - £40000 per annum + Benefits
Posted: 4 days ago
South East London
Client Server
Salary: £75k to £90k + benefits
Posted: 2 days ago
London
Parallel Consulting
Salary: £50000 - £60000 per annum + £5,000 Car Allowance
Posted: 2 days ago
London
Oho Group Ltd.
Salary: £40000 - £100000 per annum, Benefits Share options
Posted: 3 days ago
City, London
Harrington Starr
Salary: £55000 - £70000 per annum + Benefits + Bonus
Posted: Yesterday
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 4 days ago
London
Churchill Frank
Salary: £25000 - £30000 per annum
Posted: Yesterday