The following table provides summary statistics for permanent job vacancies advertised in London 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)
England / London
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 99 86 129
Rank change year-on-year -13 +43  
Permanent jobs citing Mathematics 1022 1454 1056
As % of all permanent IT jobs advertised in London 3.02% 3.42% 2.46%
As % of the Processes & Methodologies category 3.34% 3.81% 2.81%
Number of salaries quoted 849 1248 898
Median salary £60,000 £60,000 £55,000
Median salary % change year-on-year - +9.09%  
90% offered a salary of more than £31,500 £35,000 £28,000
10% offered a salary of more than £100,000 £90,750 £80,000
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 London with a requirement for process and methodology skills.

Process & Methodology Skills
London
Permanent job vacancies with a requirement for process and methodology skills 30581 38152 37559
As % of all permanent IT job vacancies advertised in London 90.25% 89.74% 87.62%
Number of salaries quoted 25667 32601 31342
Median salary £60,000 £57,500 £57,500
Median salary % change year-on-year +4.34% -  
90% offered a salary of more than £40,000 £38,695 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Mathematics
Job Vacancy Trend in London

The job posting trend of jobs advertised in London 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 London

Mathematics
Salary Trend in London

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

Salary trend for Mathematics in London

Mathematics
Salary Histogram in London

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

Salary histogram for Mathematics in London

Mathematics
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Mathematics within the London 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
City of London -23 172 £62,500 +2.45% 38
West End of London +19 14 £37,500 -6.25% 3
Canary Wharf -4 11 £70,000 +40.00%
Hayes - 3 £24,000 -
Croydon +8 2 £21,750 -51.66%
Wimbledon +5 2 £57,500 +161.36%
Romford - 2 £23,250 -
Kingston Upon Thames +14 1 £37,500 - 1
Mayfair -4 1 £90,000 -10.00%
Hammersmith -23 1 £60,000 -7.69%
Chessington - 1 - -
Docklands, London - 1 £65,000 -
Mathematics
England

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 London region with a requirement for Mathematics.

1 1198 (55.54%) Degree
2 1099 (50.95%) Computer Science
3 999 (46.31%) Finance
4 767 (35.56%) SQL
5 640 (29.67%) Java
5 640 (29.67%) Python
6 560 (25.96%) C++
7 554 (25.68%) Analytics
8 513 (23.78%) C#
9 472 (21.88%) Physics
10 404 (18.73%) Software Engineering
11 377 (17.48%) Agile Software Development
12 353 (16.37%) PhD
12 353 (16.37%) Statistics
13 337 (15.62%) Analytical Skills
14 334 (15.48%) Linux
15 331 (15.35%) Banking
16 321 (14.88%) R
17 311 (14.42%) JavaScript
18 306 (14.19%) .NET
19 304 (14.09%) Algorithms
20 301 (13.95%) Machine Learning
21 290 (13.44%) Big Data
22 280 (12.98%) SQL Server
23 248 (11.50%) HTML
24 228 (10.57%) OO
25 225 (10.43%) Windows
26 210 (9.74%) Microsoft
27 199 (9.23%) Scala
27 199 (9.23%) Hadoop

Mathematics
Co-occurring IT Skills in London 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
1 174 (8.07%) Apache Spark
2 111 (5.15%) SAS
3 57 (2.64%) Apache
4 55 (2.55%) Elasticsearch
5 33 (1.53%) Tomcat
6 24 (1.11%) Jetty
6 24 (1.11%) nginx
7 21 (0.97%) SharePoint
8 20 (0.93%) WebSphere
9 19 (0.88%) WebLogic
10 16 (0.74%) Apache Pig
11 15 (0.70%) IIS
11 15 (0.70%) JBoss
12 13 (0.60%) Apache Solr
13 9 (0.42%) CMS
13 9 (0.42%) Oracle SOA Suite
14 7 (0.32%) Jupyter
15 6 (0.28%) Confluence
15 6 (0.28%) NServiceBus
15 6 (0.28%) Tornado
Applications
1 129 (5.98%) MS Excel
2 52 (2.41%) SPSS
3 44 (2.04%) MS Office
4 32 (1.48%) MS PowerPoint
5 18 (0.83%) Stata
6 12 (0.56%) EViews
7 8 (0.37%) Spreadsheet
8 6 (0.28%) Photoshop
9 5 (0.23%) GIMP
10 3 (0.14%) MS Project
11 2 (0.093%) MS Visio
12 1 (0.046%) Adobe Illustrator
12 1 (0.046%) Gephi
12 1 (0.046%) Maple
12 1 (0.046%) Mathematica
12 1 (0.046%) Simulink
12 1 (0.046%) SPSS Modeler
Business Applications
1 4 (0.19%) Dynamics CRM
2 3 (0.14%) HFM
2 3 (0.14%) Hyperion Planning
2 3 (0.14%) Unica
3 2 (0.093%) Magento
3 2 (0.093%) NetSuite
3 2 (0.093%) Oracle TCA
4 1 (0.046%) Advent Geneva
4 1 (0.046%) Loan IQ
4 1 (0.046%) Markit EDM
4 1 (0.046%) Oracle AML
4 1 (0.046%) Oracle Applications
4 1 (0.046%) Oracle General Ledger
4 1 (0.046%) Oracle Procure-to-Pay
4 1 (0.046%) Oracle Retail
4 1 (0.046%) SAP ERP
4 1 (0.046%) SAP GTS
4 1 (0.046%) SAP Oil and Gas
4 1 (0.046%) Summit
4 1 (0.046%) Temenos Globus
Cloud Services
1 132 (6.12%) Amazon AWS
2 84 (3.89%) Microsoft Azure
3 41 (1.90%) Google Cloud Platform
4 31 (1.44%) SaaS
5 28 (1.30%) GitHub
6 22 (1.02%) Google Analytics
7 12 (0.56%) Amazon S3
7 12 (0.56%) Cloud Computing
8 11 (0.51%) Adobe Analytics
8 11 (0.51%) Azure Machine Learning
9 10 (0.46%) Office 365
10 7 (0.32%) CloudBees
11 5 (0.23%) Amazon EC2
11 5 (0.23%) AWS Lambda
11 5 (0.23%) FinancialForce.com
11 5 (0.23%) Trello
12 4 (0.19%) Google App Engine
12 4 (0.19%) Slack
13 3 (0.14%) Amazon Kinesis
13 3 (0.14%) CloudFront
Communications & Networking
1 27 (1.25%) Firewall
2 26 (1.21%) Internet
3 25 (1.16%) HTTP
4 20 (0.93%) TCP/IP
5 14 (0.65%) HTTPS
6 13 (0.60%) SNMP
7 8 (0.37%) NAS
8 7 (0.32%) Broadband
9 5 (0.23%) FTP
9 5 (0.23%) LAN
9 5 (0.23%) WAN
9 5 (0.23%) Wireless
10 4 (0.19%) Ethernet
11 3 (0.14%) DNS
11 3 (0.14%) Intranet
11 3 (0.14%) SSL
12 2 (0.093%) IP Telephony
12 2 (0.093%) Kerberos
12 2 (0.093%) VoIP
12 2 (0.093%) VPN
Database & Business Intelligence
1 290 (13.44%) Big Data
2 280 (12.98%) SQL Server
3 199 (9.23%) Hadoop
4 185 (8.58%) NoSQL
5 110 (5.10%) Relational Database
6 96 (4.45%) Data Warehouse
7 95 (4.40%) MongoDB
8 91 (4.22%) Data Mining
9 86 (3.99%) PostgreSQL
10 85 (3.94%) MySQL
11 74 (3.43%) QlikView
12 73 (3.38%) SQL Server Integration Services
13 68 (3.15%) SQL Server Reporting Services
14 62 (2.87%) Power BI
15 45 (2.09%) Apache Hive
16 40 (1.85%) Amazon Redshift
17 35 (1.62%) Neo4j
18 33 (1.53%) RDBMS
18 33 (1.53%) SQL Server Analysis Services
19 30 (1.39%) SQL Server 2008
Development Applications
1 121 (5.61%) Git (software)
2 75 (3.48%) Subversion
3 62 (2.87%) JIRA
4 50 (2.32%) Visual Studio
5 48 (2.23%) Jenkins
6 43 (1.99%) JUnit
7 41 (1.90%) Selenium
8 35 (1.62%) Hudson
8 35 (1.62%) Maven
9 34 (1.58%) Team Foundation Server
10 27 (1.25%) TeamCity
11 23 (1.07%) Atlassian Bamboo
11 23 (1.07%) Karma Test Runner
12 20 (0.93%) Eclipse
13 19 (0.88%) Mercurial
14 18 (0.83%) Vagrant
14 18 (0.83%) webpack
15 17 (0.79%) Ant
15 17 (0.79%) Jasmine
16 15 (0.70%) Mockito
General
1 999 (46.31%) Finance
2 331 (15.35%) Banking
3 168 (7.79%) Front Office
4 115 (5.33%) Marketing
5 111 (5.15%) Games
6 103 (4.78%) Investment Banking
7 73 (3.38%) Retail
8 72 (3.34%) Telecoms
9 59 (2.74%) Financial Institution
10 50 (2.32%) Advertising
11 40 (1.85%) Automotive
11 40 (1.85%) Electronics
12 37 (1.72%) Legal
13 28 (1.30%) Billing
14 27 (1.25%) Law
15 23 (1.07%) Back Office
16 22 (1.02%) Manufacturing
17 20 (0.93%) Aerospace
18 8 (0.37%) German Language
19 7 (0.32%) Publishing
Job Titles
1 921 (42.70%) Developer
2 349 (16.18%) Analyst
3 251 (11.64%) C# Developer
4 206 (9.55%) Java Developer
5 192 (8.90%) Data Scientist
6 190 (8.81%) C++ Developer
7 136 (6.31%) Senior Developer
8 133 (6.17%) Graduate
9 114 (5.29%) Junior
10 113 (5.24%) Python Developer
11 109 (5.05%) Software Developer
12 108 (5.01%) Quantitative Developer
13 103 (4.78%) Consultant
14 100 (4.64%) .NET Developer
15 89 (4.13%) SQL Developer
16 86 (3.99%) Software Engineer
17 84 (3.89%) C# .NET Developer
17 84 (3.89%) Data Analyst
18 67 (3.11%) Junior Developer
19 64 (2.97%) Data Engineer
Libraries, Frameworks & Software Standards
1 306 (14.19%) .NET
2 248 (11.50%) HTML
3 176 (8.16%) AngularJS
4 169 (7.83%) CSS
5 112 (5.19%) HTML5
6 110 (5.10%) jQuery
6 110 (5.10%) XML
7 96 (4.45%) REST
8 95 (4.40%) ASP.NET
9 79 (3.66%) Web Services
10 63 (2.92%) Spring
11 61 (2.83%) .NET Framework
11 61 (2.83%) RESTful
12 58 (2.69%) STL
13 57 (2.64%) J2EE
14 56 (2.60%) WPF
15 55 (2.55%) Node.js
15 55 (2.55%) Pandas
16 51 (2.36%) NumPy
17 49 (2.27%) WCF
Miscellaneous
1 1099 (50.95%) Computer Science
2 337 (15.62%) Analytical Skills
3 304 (14.09%) Algorithms
4 195 (9.04%) Hedge funds
5 143 (6.63%) Derivative
6 138 (6.40%) Fintech
7 111 (5.15%) Equities
8 103 (4.78%) Data Structures
9 90 (4.17%) Fixed Income
10 87 (4.03%) Foreign Exchange (FX)
11 67 (3.11%) Management Information System
12 55 (2.55%) Data Centre
13 53 (2.46%) Market Risk
14 49 (2.27%) Credit Risk
15 40 (1.85%) Enterprise Software
16 38 (1.76%) User Experience
17 37 (1.72%) Client/Server
18 28 (1.30%) Equity Derivative
18 28 (1.30%) OTC Derivatives
19 27 (1.25%) Field-Programmable Gate Array
Operating Systems
1 334 (15.48%) Linux
2 225 (10.43%) Windows
3 160 (7.42%) Unix
4 28 (1.30%) Windows Server
5 21 (0.97%) Android
6 13 (0.60%) Ubuntu
6 13 (0.60%) Windows Server 2012
7 12 (0.56%) Windows 10
7 12 (0.56%) Windows 7
8 11 (0.51%) Windows Server 2008
9 10 (0.46%) Apple iOS
9 10 (0.46%) Solaris
10 7 (0.32%) CoreOS
11 6 (0.28%) Red Hat Enterprise Linux
12 5 (0.23%) Mac OS X
13 4 (0.19%) VMS
14 2 (0.093%) Mac OS
14 2 (0.093%) Windows XP
Processes & Methodologies
1 554 (25.68%) Analytics
2 472 (21.88%) Physics
3 404 (18.73%) Software Engineering
4 377 (17.48%) Agile Software Development
5 353 (16.37%) Statistics
6 301 (13.95%) Machine Learning
7 228 (10.57%) OO
8 182 (8.44%) Business Intelligence
9 159 (7.37%) Multithreading
10 149 (6.91%) TDD
11 144 (6.68%) DevOps
12 142 (6.58%) Low Latency
13 140 (6.49%) SDLC
14 130 (6.03%) Economics
15 127 (5.89%) Visualisation
16 119 (5.52%) Continuous Integration
17 114 (5.29%) Data Analytics
18 112 (5.19%) Data Analysis
19 108 (5.01%) Mentoring
20 104 (4.82%) E-Commerce
Programming Languages
1 767 (35.56%) SQL
2 640 (29.67%) Java
2 640 (29.67%) Python
3 560 (25.96%) C++
4 513 (23.78%) C#
5 321 (14.88%) R
6 311 (14.42%) JavaScript
7 199 (9.23%) Scala
8 165 (7.65%) C
9 125 (5.80%) F#
10 122 (5.66%) MATLAB
11 85 (3.94%) VBA
12 65 (3.01%) Shell Script
13 57 (2.64%) Ruby
14 44 (2.04%) PHP
15 42 (1.95%) T-SQL
16 41 (1.90%) Haskell
17 38 (1.76%) VB.NET
18 37 (1.72%) Perl
19 36 (1.67%) VB
Qualifications
1 1198 (55.54%) Degree
2 353 (16.37%) PhD
3 19 (0.88%) Microsoft Certification
4 16 (0.74%) Postgraduate
5 15 (0.70%) CISSP
6 12 (0.56%) CISM
6 12 (0.56%) ISTQB
7 9 (0.42%) Security Cleared
8 8 (0.37%) ISEB
9 7 (0.32%) ITIL Certification
9 7 (0.32%) MCTS
9 7 (0.32%) SANS
10 6 (0.28%) CIMA
10 6 (0.28%) CISA
10 6 (0.28%) DV Cleared
11 5 (0.23%) CCNA
11 5 (0.23%) CEH
11 5 (0.23%) Cisco Certification
11 5 (0.23%) SSCP
12 4 (0.19%) RHCE
Quality Assurance & Compliance
1 123 (5.70%) QA
2 17 (0.79%) Data Quality
3 13 (0.60%) MiFID
3 13 (0.60%) PCI DSS
4 12 (0.56%) EMIR
5 10 (0.46%) SLA
6 9 (0.42%) Dodd-Frank
7 7 (0.32%) ISO/IEC 27001
7 7 (0.32%) PMO
8 6 (0.28%) GDPR
9 4 (0.19%) IFRS
9 4 (0.19%) IFRS 9
10 3 (0.14%) Basel III
10 3 (0.14%) ISO/IEC 17799
10 3 (0.14%) SNOMED CT
11 2 (0.093%) HMG Security Policy Framework
12 1 (0.046%) Actionable Recommendations
12 1 (0.046%) FATCA
12 1 (0.046%) Government Security Classifications
12 1 (0.046%) SDET
System Software
1 42 (1.95%) Docker
2 35 (1.62%) Active Directory
3 14 (0.65%) Virtual Machines
4 11 (0.51%) HDFS
4 11 (0.51%) VMware Infrastructure
4 11 (0.51%) XenApp
5 7 (0.32%) Hyper-V
6 6 (0.28%) Apache Flume
7 4 (0.19%) Firmware
8 3 (0.14%) Apache ZooKeeper
8 3 (0.14%) Snort
9 2 (0.093%) Veritas Cluster Server
9 2 (0.093%) VirtualBox
10 1 (0.046%) ISA Server
10 1 (0.046%) ProxySG
10 1 (0.046%) Virtual Desktop
10 1 (0.046%) vSphere
10 1 (0.046%) Xen
Systems Management
1 24 (1.11%) Puppet
2 17 (0.79%) Nagios
2 17 (0.79%) Opscode Chef
3 15 (0.70%) Ansible
4 13 (0.60%) Kibana
4 13 (0.60%) logstash
5 9 (0.42%) Kubernetes
6 7 (0.32%) CA Service Virtualization
6 7 (0.32%) Graphite
7 4 (0.19%) Docker Swarm
7 4 (0.19%) HP Quality Center
8 3 (0.14%) Ambari
8 3 (0.14%) Control-M
8 3 (0.14%) Oozie
8 3 (0.14%) SCCM
9 2 (0.093%) Backup Exec
9 2 (0.093%) Computer Emergency Response Teams
9 2 (0.093%) CSIRT
9 2 (0.093%) Mesos
10 1 (0.046%) Nessus
Vendors
1 210 (9.74%) Microsoft
2 171 (7.93%) Oracle
3 152 (7.05%) Tableau
4 81 (3.76%) Google
5 80 (3.71%) SAP
6 44 (2.04%) Salesforce.com
7 27 (1.25%) Actimize
8 21 (0.97%) MicroStrategy
9 19 (0.88%) VMware
10 18 (0.83%) Adobe
10 18 (0.83%) Splunk
10 18 (0.83%) Sybase
11 17 (0.79%) Cadence
12 16 (0.74%) Bloomberg
12 16 (0.74%) Citrix
12 16 (0.74%) SaltStack
13 14 (0.65%) Cisco
14 13 (0.60%) Altova
14 13 (0.60%) Apple
14 13 (0.60%) ILOG
City, London
Durlston Partners
Salary: From £75,000 to £150,000 per annum Huge bonus potential, uncapped
Posted: 53 minutes ago
London
ClearCube Consulting
Salary: From £80,000 to £120,000 per annum
Posted: 4 hours ago
London
ClearCube Consulting
Salary: Up to £75,000 per annum
Posted: 5 hours ago
London
ClearCube Consulting
Salary: Up to £90,000 per annum
Posted: 4 hours ago
London
Lorien Resourcing
Salary: Car Allowance & Benefits & Bonus
Posted: 40 minutes ago
City, London
Harrington Starr
Salary: £40000 - £50000 per annum + Bonus + Benefits + Training
Posted: Yesterday
London
Pioneer Search
Salary: £45000.00 - £55000.00 per annum
Posted: Yesterday
London
Hays Finance Technology
Salary: £60000.00 - £75000.00 per annum
Posted: Yesterday
West London
Understanding Recruitment
Salary: £40000 - £65000 per annum + Share Options + 2 days from home
Posted: Yesterday
City, London
Codex
Salary: From £40,000 to £60,000 per annum
Posted: 3 days ago
City, London
Miller Maxwell Ltd
Salary: From £90,000 to £125,000 per annum + Bonus + Benefits
Posted: 2 days ago
London
Computer People
Salary: Benefits
Posted: 2 days ago
London
Careerwise UK Limited
Salary: £50000 - £60000 per annum + package
Posted: Yesterday
London
ClearCube Consulting
Salary: From £40,000 to £90,000 per annum
Posted: 3 days ago
London
Burns Sheehan
Salary: £30000 - £80000 per annum + bonus + benefits
Posted: 2 days ago
London
ClearCube Consulting
Salary: From £40,000 to £90,000 per annum
Posted: 3 days ago
London
TEKsystems
Salary: £40000 - £50000 per annum + bonus and benefits
Posted: Yesterday
City, London
Understanding Recruitment
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: Up to £65,000 + Bonus
Posted: 2 days ago
London
TEKsystems
Posted: Yesterday
London
ClearCube Consulting
Salary: From £60,000 to £100,000 per annum
Posted: 3 days ago
London
ClearCube Consulting
Salary: From £60,000 to £100,000 per annum
Posted: 3 days ago
City, London
Understanding Recruitment
Salary: £55000.00 - £65000.00 per annum + Bens - Share Options
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £65,000 - £110,000 + Bonus
Posted: 2 days ago
London
Harrington Starr
Salary: £50000 - £65000 per annum + Bonus + Benefits
Posted: Yesterday
City, London
Client Server
Salary: £45k to £60k + benefits
Posted: 3 days ago
London
ClearCube Consulting
Salary: From £40,000 to £90,000 per annum
Posted: 3 days ago
London
Careerwise UK Limited
Salary: £50000 - £61000 per annum + benefits
Posted: 2 days ago
City, London
Quant Capital
Salary: Up to £70,000 per annum Bonus Medical Pension
Posted: 2 days ago
City, London
Quant Capital
Salary: Up to £60,000 per annum Bonus Medical Pension
Posted: 2 days ago