The table below looks at the prevalence of the term Mathematics in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited Mathematics over the 3 months to 23 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Jan 2017
Same period 2016 Same period 2015
Mathematics (Maths)
London / City of London
Rank 101 73 160
Rank change year-on-year
-28 +87
Permanent jobs citing Mathematics 144 238 166
As % of all permanent IT jobs located in the City of London 2.87% 3.72% 1.62%
As % of the Miscellaneous category 5.68% 7.73% 3.63%
Number of salaries quoted 129 214 144
Median salary £77,500 £70,000 £40,750
Median salary % change year-on-year
+10.71% +71.77%
90% offered a salary of more than £37,500 £35,300 £28,000
10% offered a salary of more than £105,000 £100,000 £66,750
UK excluding London median salary £42,500 £40,250 £38,500
% change year-on-year
+5.59% +4.54%

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

Miscellaneous Category
City of London
Permanent IT job ads with a match in the
Miscellaneous category
2534 3080 4574
As % of all permanent IT jobs located in the City of London 50.42% 48.20% 44.62%
Number of salaries quoted 2332 2721 3917
Median salary £60,000 £60,000 £55,000
Median salary % change year-on-year
- +9.09%
90% offered a salary of more than £35,000 £38,000 £35,000
10% offered a salary of more than £97,500 £80,000 £90,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Mathematics
Jobs Demand Trend in the City of London

The demand trend of job ads across the City of London region citing Mathematics as a proportion of all IT jobs with a match in the Miscellaneous category.

Mathematics Jobs Demand Trend in the City of London

Mathematics
Salary Trend in the City of London

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

Mathematics Salary Trend in the City of London

Mathematics
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Mathematics across the City of London region over the 3 months to 23 January 2017.

Mathematics Salary Histogram in the City of London

Mathematics
Top 30 Related IT Skills in the City of London

For the 6 months to 23 January 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 City of London region with a requirement for Mathematics.

1 220 (55.70%) Finance
2 212 (53.67%) Degree
3 166 (42.03%) Computer Science
4 154 (38.99%) SQL
5 118 (29.87%) Java
5 118 (29.87%) Python
6 105 (26.58%) C++
7 104 (26.33%) C#
8 101 (25.57%) Banking
9 95 (24.05%) Front Office
9 95 (24.05%) Analytics
10 93 (23.54%) Physics
11 70 (17.72%) Statistics
12 64 (16.20%) SQL Server
13 61 (15.44%) OO
14 59 (14.94%) Multithreading
15 56 (14.18%) Big Data
16 54 (13.67%) Hadoop
17 52 (13.16%) Linux
18 47 (11.90%) TDD
19 46 (11.65%) Derivative
19 46 (11.65%) OOD
20 45 (11.39%) Agile Software Development
21 44 (11.14%) Windows
22 43 (10.89%) Scala
23 42 (10.63%) Algorithms
23 42 (10.63%) .NET
23 42 (10.63%) SDLC
24 41 (10.38%) Fintech
24 41 (10.38%) Marketing

Mathematics
Top Related IT Skills in the City of 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 35 (8.86%) Apache Spark
2 18 (4.56%) SAS
3 6 (1.52%) Apache
3 6 (1.52%) Apache Pig
3 6 (1.52%) Elasticsearch
4 5 (1.27%) JBoss
5 3 (0.76%) IPython
5 3 (0.76%) Jupyter
6 1 (0.25%) Blackberry Enterprise Server
6 1 (0.25%) CMS
6 1 (0.25%) Exchange Server 2010
6 1 (0.25%) K2 blackpearl
6 1 (0.25%) MS Exchange
6 1 (0.25%) NServiceBus
6 1 (0.25%) SharePoint
6 1 (0.25%) SharePoint 2013
Applications
1 14 (3.54%) MS Excel
1 14 (3.54%) MS Office
2 6 (1.52%) SPSS
3 5 (1.27%) MS PowerPoint
4 3 (0.76%) Stata
Business Applications
1 3 (0.76%) Oracle AML
2 2 (0.51%) Oracle TCA
Cloud Services
1 21 (5.32%) Amazon AWS
2 16 (4.05%) Microsoft Azure
3 4 (1.01%) GitHub
4 3 (0.76%) Google Cloud Platform
5 2 (0.51%) Adobe Analytics
5 2 (0.51%) Amazon S3
5 2 (0.51%) SaaS
5 2 (0.51%) Slack
6 1 (0.25%) Amazon EC2
6 1 (0.25%) Amazon Kinesis
6 1 (0.25%) AWS Elastic Beanstalk
6 1 (0.25%) Google Analytics
6 1 (0.25%) Heroku
Communications & Networking
1 6 (1.52%) TCP/IP
2 3 (0.76%) Firewall
2 3 (0.76%) FTP
2 3 (0.76%) SSL
3 2 (0.51%) Kerberos
4 1 (0.25%) Internet
4 1 (0.25%) Intranet
4 1 (0.25%) LAN
4 1 (0.25%) SAN
4 1 (0.25%) VLAN
4 1 (0.25%) VoIP
4 1 (0.25%) VPN
Database & Business Intelligence
1 64 (16.20%) SQL Server
2 56 (14.18%) Big Data
3 54 (13.67%) Hadoop
4 23 (5.82%) Data Mining
5 21 (5.32%) NoSQL
6 16 (4.05%) Relational Database
7 13 (3.29%) Apache Hive
8 12 (3.04%) Apache Cassandra
8 12 (3.04%) MongoDB
8 12 (3.04%) Oracle Database
8 12 (3.04%) Oracle Database 12c
9 10 (2.53%) SQL Server 2016
10 9 (2.28%) SQL Server 2012
10 9 (2.28%) SQL Server 2014
11 7 (1.77%) Amazon Redshift
11 7 (1.77%) Impala
11 7 (1.77%) Redis
12 5 (1.27%) SQL Server Reporting Services
13 4 (1.01%) Data Warehouse
14 3 (0.76%) Neo4j
Development Applications
1 21 (5.32%) NUnit
2 16 (4.05%) Visual Studio
3 11 (2.78%) Maven
3 11 (2.78%) Subversion
4 9 (2.28%) Gradle
4 9 (2.28%) JUnit
5 7 (1.77%) Git (software)
6 5 (1.27%) Cucumber
7 3 (0.76%) Team Foundation Server
8 2 (0.51%) Buildbot
8 2 (0.51%) Xcode
9 1 (0.25%) Jenkins
9 1 (0.25%) SQL Server Management Studio (SSMS)
General
1 220 (55.70%) Finance
2 101 (25.57%) Banking
3 95 (24.05%) Front Office
4 41 (10.38%) Marketing
5 20 (5.06%) Games
6 16 (4.05%) Advertising
6 16 (4.05%) Investment Banking
7 10 (2.53%) Retail
8 9 (2.28%) Legal
9 8 (2.03%) Back Office
9 8 (2.03%) Telecoms
10 7 (1.77%) Financial Institution
11 3 (0.76%) Prime Brokerage
12 2 (0.51%) German Language
12 2 (0.51%) Law
13 1 (0.25%) Corporate Banking
13 1 (0.25%) French Language
13 1 (0.25%) Mandarin Language
13 1 (0.25%) Publishing
13 1 (0.25%) Spanish Language
Job Titles
1 241 (61.01%) Developer
2 92 (23.29%) Java Developer
3 75 (18.99%) Senior Developer
4 65 (16.46%) C# Developer
5 55 (13.92%) Analyst
6 49 (12.41%) Quantitative Developer
7 43 (10.89%) C++ Developer
8 36 (9.11%) Front Office Developer
9 35 (8.86%) Data Scientist
10 32 (8.10%) Senior C# Developer
11 29 (7.34%) Python Developer
12 28 (7.09%) Junior
13 27 (6.84%) SQL Developer
14 26 (6.58%) C++ Quantitative Developer
15 24 (6.08%) Senior Java Developer
15 24 (6.08%) WPF Developer
16 21 (5.32%) C# WPF Developer
17 20 (5.06%) Core Java Developer
17 20 (5.06%) Senior SQL Developer
17 20 (5.06%) Senior WPF Developer
Libraries, Frameworks & Software Standards
1 42 (10.63%) .NET
2 40 (10.13%) WPF
3 34 (8.61%) AngularJS
4 22 (5.57%) WCF
5 20 (5.06%) HTML
5 20 (5.06%) Web Services
6 15 (3.80%) STL
7 14 (3.54%) REST
8 11 (2.78%) JSON
8 11 (2.78%) RabbitMQ
9 10 (2.53%) ASP.NET
9 10 (2.53%) CSS
9 10 (2.53%) Django
9 10 (2.53%) Pandas
9 10 (2.53%) scikit-learn
9 10 (2.53%) Spring
10 9 (2.28%) Akka
10 9 (2.28%) FIX Protocol
10 9 (2.28%) Task Parallel Library
10 9 (2.28%) XML
Miscellaneous
1 166 (42.03%) Computer Science
2 93 (23.54%) Physics
3 70 (17.72%) Statistics
4 46 (11.65%) Derivative
5 42 (10.63%) Algorithms
6 41 (10.38%) Fintech
7 40 (10.13%) Hedge funds
8 36 (9.11%) Analytical Skills
8 36 (9.11%) Equities
9 35 (8.86%) Foreign Exchange (FX)
10 29 (7.34%) Market Risk
11 22 (5.57%) Credit Risk
11 22 (5.57%) Economics
12 15 (3.80%) OTC Derivatives
12 15 (3.80%) Visualisation
13 10 (2.53%) Fixed Income
14 9 (2.28%) Artificial Intelligence
15 7 (1.77%) Data Extraction
15 7 (1.77%) Data Structures
16 6 (1.52%) Management Information System
Operating Systems
1 52 (13.16%) Linux
2 44 (11.14%) Windows
3 22 (5.57%) Unix
4 4 (1.01%) Apple iOS
5 3 (0.76%) Android
6 1 (0.25%) Windows Server 2008
6 1 (0.25%) Windows Server 2012
Processes & Methodologies
1 95 (24.05%) Analytics
2 61 (15.44%) OO
3 59 (14.94%) Multithreading
4 47 (11.90%) TDD
5 46 (11.65%) OOD
6 45 (11.39%) Agile Software Development
7 42 (10.63%) SDLC
8 39 (9.87%) Machine Learning
9 38 (9.62%) Continuous Integration
10 37 (9.37%) Software Engineering
11 33 (8.35%) Risk Management
12 32 (8.10%) Data Analytics
13 31 (7.85%) Low Latency
13 31 (7.85%) MVVM
14 24 (6.08%) Concurrent Programming
15 21 (5.32%) Functional Programming
16 19 (4.81%) Business Intelligence
17 18 (4.56%) Financial Modelling
17 18 (4.56%) MapReduce
17 18 (4.56%) Performance Tuning
Programming Languages
1 154 (38.99%) SQL
2 118 (29.87%) Java
2 118 (29.87%) Python
3 105 (26.58%) C++
4 104 (26.33%) C#
5 43 (10.89%) Scala
6 37 (9.37%) R
7 27 (6.84%) JavaScript
8 20 (5.06%) VBA
9 16 (4.05%) Haskell
10 12 (3.04%) PL/SQL
11 11 (2.78%) C
11 11 (2.78%) MATLAB
12 8 (2.03%) Erlang
12 8 (2.03%) sed
13 7 (1.77%) T-SQL
14 6 (1.52%) Clojure
14 6 (1.52%) Ruby
14 6 (1.52%) Shell Script
15 5 (1.27%) PowerShell
Qualifications
1 212 (53.67%) Degree
2 30 (7.59%) PhD
3 1 (0.25%) CISM
3 1 (0.25%) CISSP
3 1 (0.25%) Security Cleared
Quality Assurance & Compliance
1 13 (3.29%) QA
2 8 (2.03%) MiFID
3 6 (1.52%) Dodd-Frank
3 6 (1.52%) EMIR
4 2 (0.51%) Data Quality
4 2 (0.51%) FATCA
5 1 (0.25%) COBIT
5 1 (0.25%) ISO/IEC 27001
System Software
1 13 (3.29%) Docker
2 6 (1.52%) Active Directory
3 3 (0.76%) HDFS
4 1 (0.25%) Apache Flume
4 1 (0.25%) ISA Server
4 1 (0.25%) vSphere
4 1 (0.25%) XenApp
Systems Management
1 2 (0.51%) Ansible
1 2 (0.51%) Opscode Chef
2 1 (0.25%) PaperCut
2 1 (0.25%) SCCM
Vendors
1 37 (9.37%) Oracle
2 18 (4.56%) Tableau
3 10 (2.53%) Microsoft
4 4 (1.01%) Google
4 4 (1.01%) Sybase
5 3 (0.76%) Citrix
5 3 (0.76%) MicroStrategy
5 3 (0.76%) Mitel
6 2 (0.51%) Adobe
6 2 (0.51%) Alias
6 2 (0.51%) Cloudera
6 2 (0.51%) Hortonworks
6 2 (0.51%) MapR
6 2 (0.51%) StreamBase
7 1 (0.25%) Coremetrics
7 1 (0.25%) Equitrac
7 1 (0.25%) GoldenSource
7 1 (0.25%) Optimizely
7 1 (0.25%) Solace
7 1 (0.25%) VMware
City, London
Understanding Recruitment
Salary: £30000.00 - £40000.00 per annum + Benefits
Posted: 21 hours ago
City, London
Understanding Recruitment
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 21 hours ago
City, London
TEKsystems
Posted: 10 hours ago
City, London
Talent International
Posted: 2 days ago
City, London
JM
Salary: £34000 - £34001 per annum
Posted: 3 days ago
City, London
Best Practice Talent Solutions
Salary: From £35,000 to £60,000 per annum Salary offered dependent on current
Posted: 23 hours ago
City, London
Pioneer Search
Salary: £75000 - £90000 per annum
Posted: 3 days ago
City, London
Client Server
Salary: £40k to £55k + bonus + benefits
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: Competitive Market Rate
Posted: 3 days ago
City, London
Pioneer Search
Salary: £60000 - £70000 per annum
Posted: 3 days ago
City, London
Harvey Nash plc
Salary: £75000 - £85000 per annum
Posted: 3 days ago
City, London
Client Server
Salary: £65k to £90k + bonus + benefits
Posted: 3 days ago
City, London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: Competitive Market Rate
Posted: 3 days ago
City, London
Miller Maxwell Ltd
Salary: From £90,000 to £125,000 per annum + Bonus + Benefits
Posted: 4 days ago
City, London
Real Time Recruitment Solutions
Salary: 30,000 to 50,000
Posted: 6 days ago
City, London
TEKsystems
Salary: £50000 - £85000 per annum
Posted: 2 days ago
City, London
Pioneer Search
Salary: £550.00 - £700.00 per annum
Posted: 4 days ago
City, London
Oliver James Associates
Salary: £60000 - £80000 per annum + Pension, healthcare + More
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: Competitive Market Rate
Posted: 3 days ago
City, London
Digital Gurus
Salary: £35000 - £50000 Per Annum + benefits
Posted: 12 days ago
City, London
Quant Capital
Salary: Up to £50,000 per annum + bonus and benefits
Posted: 6 days ago
City, London
Harvey Nash plc
Salary: £80000 - £100000 per annum
Posted: 6 days ago
City, London
JM
Salary: £55000 - £95000 per annum
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: Competitive Market Rate
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £75,000 - £85,000
Posted: 3 days ago
City, London
Bluetownonline
Salary: £23000 per annum
Posted: 5 days ago
City of London
Real Staffing
Salary: competitive
Posted: 13 days ago
City, London
Schroders plc
Posted: 13 days ago