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 10 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Mathematics (Maths)
Rank 70 81 146
Rank change year-on-year
+11 +65
Permanent jobs citing Mathematics 217 221 202
As % of all permanent IT jobs located in the City of London 4.09% 3.27% 1.84%
As % of the Miscellaneous category 8.46% 6.83% 4.10%
Number of salaries quoted 194 192 175
Median salary £70,000 £70,000 £47,500
Median salary % change year-on-year
- +47.36%
90% offered a salary of more than £37,500 £36,150 £27,700
10% offered a salary of more than £100,000 £105,000 £85,000
UK excluding London median salary £40,000 £37,500 £37,500
% change year-on-year
+6.66% -
Mathematics
London

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
2565 3237 4924
As % of all permanent IT jobs located in the City of London 48.38% 47.91% 44.82%
Number of salaries quoted 2340 2803 4217
Median salary £60,000 £60,000 £55,000
Median salary % change year-on-year
- +9.09%
90% offered a salary of more than £36,500 £36,500 £34,000
10% offered a salary of more than £95,000 £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 10 December 2016.

Mathematics Salary Histogram in the City of London

Mathematics
Top 30 Related IT Skills in the City of London

For the 6 months to 10 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 City of London region with a requirement for Mathematics.

1 252 (58.33%) Finance
2 236 (54.63%) Degree
3 183 (42.36%) Computer Science
4 160 (37.04%) SQL
5 126 (29.17%) Python
6 118 (27.31%) Java
7 110 (25.46%) C#
8 106 (24.54%) Banking
9 104 (24.07%) Analytics
10 101 (23.38%) C++
11 98 (22.69%) Physics
12 92 (21.30%) Front Office
13 79 (18.29%) Statistics
14 69 (15.97%) SQL Server
15 62 (14.35%) Multithreading
16 59 (13.66%) Big Data
17 58 (13.43%) OO
18 54 (12.50%) Marketing
19 53 (12.27%) Linux
20 50 (11.57%) Hadoop
20 50 (11.57%) Analytical Skills
21 49 (11.34%) OOD
22 48 (11.11%) Agile Software Development
22 48 (11.11%) TDD
23 46 (10.65%) Derivative
24 45 (10.42%) Oracle
25 44 (10.19%) Software Engineering
26 43 (9.95%) .NET
27 42 (9.72%) SDLC
27 42 (9.72%) Fintech

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 36 (8.33%) Apache Spark
2 24 (5.56%) SAS
3 7 (1.62%) Apache
4 6 (1.39%) Apache Pig
4 6 (1.39%) JBoss
5 3 (0.69%) Elasticsearch
5 3 (0.69%) IPython
5 3 (0.69%) Jupyter
5 3 (0.69%) MS Exchange
5 3 (0.69%) SharePoint
6 2 (0.46%) Oracle SOA Suite
7 1 (0.23%) Blackberry Enterprise Server
7 1 (0.23%) CMS
7 1 (0.23%) Exchange Server 2010
7 1 (0.23%) K2 blackpearl
7 1 (0.23%) SharePoint 2013
Applications
1 22 (5.09%) MS Office
2 21 (4.86%) MS Excel
3 7 (1.62%) MS PowerPoint
4 6 (1.39%) SPSS
5 4 (0.93%) Stata
Business Applications
1 3 (0.69%) Oracle AML
2 2 (0.46%) Oracle TCA
Cloud Services
1 20 (4.63%) Amazon AWS
2 17 (3.94%) Microsoft Azure
3 4 (0.93%) GitHub
4 3 (0.69%) Google Cloud Platform
5 2 (0.46%) Adobe Analytics
5 2 (0.46%) Amazon S3
5 2 (0.46%) SaaS
5 2 (0.46%) Slack
6 1 (0.23%) Amazon EC2
6 1 (0.23%) Amazon Kinesis
6 1 (0.23%) AWS Elastic Beanstalk
6 1 (0.23%) Google Analytics
6 1 (0.23%) Heroku
Communications & Networking
1 8 (1.85%) TCP/IP
2 5 (1.16%) Firewall
2 5 (1.16%) SAN
3 3 (0.69%) FTP
3 3 (0.69%) Internet
3 3 (0.69%) LAN
3 3 (0.69%) SSL
3 3 (0.69%) VPN
3 3 (0.69%) WAN
4 2 (0.46%) ATM
4 2 (0.46%) Kerberos
4 2 (0.46%) SMS
5 1 (0.23%) DNS
5 1 (0.23%) Intranet
5 1 (0.23%) LDAP
5 1 (0.23%) Multicast
5 1 (0.23%) VLAN
5 1 (0.23%) VoIP
Database & Business Intelligence
1 69 (15.97%) SQL Server
2 59 (13.66%) Big Data
3 50 (11.57%) Hadoop
4 30 (6.94%) Data Mining
5 19 (4.40%) NoSQL
6 17 (3.94%) Oracle Database
6 17 (3.94%) Oracle Database 12c
7 14 (3.24%) Apache Hive
7 14 (3.24%) Relational Database
8 13 (3.01%) Apache Cassandra
8 13 (3.01%) MongoDB
9 12 (2.78%) SQL Server 2016
10 11 (2.55%) SQL Server 2012
10 11 (2.55%) SQL Server 2014
11 9 (2.08%) Amazon Redshift
12 7 (1.62%) Data Warehouse
12 7 (1.62%) Redis
12 7 (1.62%) SQL Server Reporting Services
13 6 (1.39%) Impala
14 4 (0.93%) MySQL
Development Applications
1 21 (4.86%) NUnit
2 13 (3.01%) Visual Studio
3 10 (2.31%) Git (software)
3 10 (2.31%) Maven
4 8 (1.85%) Gradle
4 8 (1.85%) JUnit
5 7 (1.62%) Subversion
6 6 (1.39%) Cucumber
7 2 (0.46%) Buildbot
7 2 (0.46%) HP UFT
7 2 (0.46%) Team Foundation Server
7 2 (0.46%) Xcode
8 1 (0.23%) CMake
8 1 (0.23%) Jenkins
8 1 (0.23%) JIRA
8 1 (0.23%) SCons
General
1 252 (58.33%) Finance
2 106 (24.54%) Banking
3 92 (21.30%) Front Office
4 54 (12.50%) Marketing
5 21 (4.86%) Games
6 18 (4.17%) Advertising
7 16 (3.70%) Investment Banking
8 12 (2.78%) Telecoms
9 10 (2.31%) Back Office
10 9 (2.08%) Legal
10 9 (2.08%) Retail
11 7 (1.62%) Financial Institution
12 3 (0.69%) Prime Brokerage
13 2 (0.46%) French Language
13 2 (0.46%) German Language
13 2 (0.46%) Law
14 1 (0.23%) Corporate Banking
14 1 (0.23%) International Banking
14 1 (0.23%) Mandarin Language
14 1 (0.23%) Spanish Language
Job Titles
1 254 (58.80%) Developer
2 89 (20.60%) Java Developer
3 82 (18.98%) Senior Developer
4 69 (15.97%) Analyst
5 61 (14.12%) C# Developer
6 58 (13.43%) Quantitative Developer
7 39 (9.03%) C++ Developer
8 35 (8.10%) Data Scientist
9 32 (7.41%) Front Office Developer
9 32 (7.41%) Senior C# Developer
9 32 (7.41%) SQL Developer
10 30 (6.94%) Junior
10 30 (6.94%) Python Developer
11 28 (6.48%) C++ Quantitative Developer
12 24 (5.56%) Senior SQL Developer
12 24 (5.56%) WPF Developer
13 23 (5.32%) Junior Developer
14 22 (5.09%) Senior Java Developer
15 21 (4.86%) C# WPF Developer
15 21 (4.86%) Consultant
Libraries, Frameworks & Software Standards
1 43 (9.95%) .NET
2 39 (9.03%) WPF
3 32 (7.41%) AngularJS
4 24 (5.56%) Web Services
5 23 (5.32%) HTML
6 21 (4.86%) WCF
7 19 (4.40%) STL
8 16 (3.70%) REST
9 14 (3.24%) CSS
10 13 (3.01%) JSON
10 13 (3.01%) scikit-learn
11 12 (2.78%) XML
12 11 (2.55%) FIX Protocol
12 11 (2.55%) Task Parallel Library
13 10 (2.31%) ASP.NET
13 10 (2.31%) Django
13 10 (2.31%) Pandas
14 9 (2.08%) Spring
15 8 (1.85%) Akka
15 8 (1.85%) NumPy
Miscellaneous
1 183 (42.36%) Computer Science
2 98 (22.69%) Physics
3 79 (18.29%) Statistics
4 50 (11.57%) Analytical Skills
5 46 (10.65%) Derivative
6 42 (9.72%) Fintech
7 41 (9.49%) Hedge funds
8 40 (9.26%) Algorithms
9 39 (9.03%) Equities
10 36 (8.33%) Foreign Exchange (FX)
11 26 (6.02%) Economics
12 25 (5.79%) Market Risk
13 22 (5.09%) Credit Risk
14 17 (3.94%) Visualisation
15 14 (3.24%) OTC Derivatives
16 10 (2.31%) Data Structures
17 9 (2.08%) Fixed Income
18 8 (1.85%) Artificial Intelligence
19 7 (1.62%) Management Information System
20 6 (1.39%) N-Tier
Operating Systems
1 53 (12.27%) Linux
2 41 (9.49%) Windows
3 28 (6.48%) Unix
4 4 (0.93%) Apple iOS
5 2 (0.46%) Android
5 2 (0.46%) Windows 7
5 2 (0.46%) Windows 8
5 2 (0.46%) Windows Server
6 1 (0.23%) Solaris
6 1 (0.23%) Windows Server 2008
6 1 (0.23%) Windows Server 2012
Processes & Methodologies
1 104 (24.07%) Analytics
2 62 (14.35%) Multithreading
3 58 (13.43%) OO
4 49 (11.34%) OOD
5 48 (11.11%) Agile Software Development
5 48 (11.11%) TDD
6 44 (10.19%) Software Engineering
7 42 (9.72%) SDLC
8 39 (9.03%) Machine Learning
9 38 (8.80%) Data Analytics
10 36 (8.33%) Continuous Integration
11 33 (7.64%) MVVM
12 30 (6.94%) Risk Management
13 29 (6.71%) Low Latency
14 25 (5.79%) Performance Tuning
15 24 (5.56%) Functional Programming
16 23 (5.32%) Concurrent Programming
17 21 (4.86%) Investment Management
17 21 (4.86%) Open Source
18 19 (4.40%) Statistical Analysis
Programming Languages
1 160 (37.04%) SQL
2 126 (29.17%) Python
3 118 (27.31%) Java
4 110 (25.46%) C#
5 101 (23.38%) C++
6 41 (9.49%) Scala
7 29 (6.71%) R
8 27 (6.25%) VBA
9 26 (6.02%) JavaScript
10 19 (4.40%) C
11 17 (3.94%) Haskell
11 17 (3.94%) PL/SQL
12 11 (2.55%) MATLAB
13 9 (2.08%) Erlang
14 8 (1.85%) sed
15 7 (1.62%) Clojure
15 7 (1.62%) VB
16 6 (1.39%) PowerShell
16 6 (1.39%) Ruby
17 5 (1.16%) Bash Shell
Qualifications
1 236 (54.63%) Degree
2 35 (8.10%) PhD
3 2 (0.46%) ISEB
3 2 (0.46%) ISTQB
3 2 (0.46%) ISTQB Advanced Certification
3 2 (0.46%) ISTQB Foundation Certification
4 1 (0.23%) CCNA
4 1 (0.23%) Cisco Certification
4 1 (0.23%) CISM
4 1 (0.23%) CISSP
4 1 (0.23%) Security Cleared
Quality Assurance & Compliance
1 17 (3.94%) QA
2 8 (1.85%) MiFID
3 6 (1.39%) Dodd-Frank
3 6 (1.39%) EMIR
4 3 (0.69%) Data Quality
5 2 (0.46%) FATCA
6 1 (0.23%) ISO/IEC 27001
System Software
1 15 (3.47%) Docker
2 12 (2.78%) Active Directory
3 3 (0.69%) HDFS
3 3 (0.69%) XenApp
4 2 (0.46%) Hyper-V
4 2 (0.46%) Microsoft Virtual Server
4 2 (0.46%) Virtual Servers
4 2 (0.46%) VMware Infrastructure
4 2 (0.46%) XenDesktop
5 1 (0.23%) Apache Flume
5 1 (0.23%) ISA Server
5 1 (0.23%) vSphere
Systems Management
1 3 (0.69%) SCCM
2 2 (0.46%) Ansible
2 2 (0.46%) Opscode Chef
2 2 (0.46%) SCVMM
3 1 (0.23%) PaperCut
Vendors
1 45 (10.42%) Oracle
2 21 (4.86%) Microsoft
2 21 (4.86%) Tableau
3 9 (2.08%) Citrix
4 7 (1.62%) Mitel
4 7 (1.62%) VMware
5 6 (1.39%) Sybase
6 5 (1.16%) SAP
7 4 (0.93%) Cisco
7 4 (0.93%) Cloudera
7 4 (0.93%) Google
7 4 (0.93%) Hortonworks
7 4 (0.93%) MapR
7 4 (0.93%) Pega
8 3 (0.69%) HP
8 3 (0.69%) MicroStrategy
8 3 (0.69%) Vertica
9 2 (0.46%) Adobe
9 2 (0.46%) Alias
9 2 (0.46%) Facebook
City, London
MACQUARIE
Posted: Yesterday
City, London
Henderson Drake
Salary: From £32,000 to £35,000 per annum Bonus + Pension + Healthcare + Holid
Posted: Yesterday
City, London
Client Server
Salary: £40k to £55k + bonus + benefits
Posted: 2 days ago
City, London
Digital Gurus
Salary: £10000 - £70000 Per Annum + benefits
Posted: 22 hours ago
City, London
McGregor Boyall
Salary: £110000 - £150000 per annum + bonus
Posted: Yesterday
City, London
ANSON MCCADE
Salary: Up to £45,000 + Benefits
Posted: 2 days ago
City, London
Oho Group Ltd.
Salary: £28000 - £40000 per annum
Posted: 5 days ago
City, London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 4 days ago
City, London
Best Practice Talent Solutions
Salary: From £35,000 to £60,000 per annum Salary offered dependent on current
Posted: Yesterday
City, London
Client Server
Salary: £60k to £75k + equity
Posted: 3 days ago
City, London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: Up to £85,000 + Bonus + Benefits
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £35,000 - £45,000 + extensive benefits package
Posted: 5 days ago
City, London
Miller Maxwell Ltd
Salary: From £80,000 to £100,000 per annum + Bonus + Benefits Package
Posted: 4 days ago
City, London
Quant Capital
Salary: Up to £70,000 per annum Bonus Medical Pension
Posted: 4 days ago
City, London
Client Server
Salary: £65k to £90k + bonus + benefits
Posted: 4 days ago
City, London
set2recruit
Salary: Up to £50,000 per annum Excellent Salary and Benefits Package
Posted: 4 days ago
City, London
Quant Capital
Salary: Up to £70,000 per annum + benefits and bonus
Posted: 4 days ago
City, London
Quant Capital
Salary: Up to £45,000 per annum + bonus and benefits
Posted: 4 days ago
City, London
Quant Capital
Salary: Up to £85,000 per annum +benefits
Posted: 4 days ago
City, London
Harrington Starr
Salary: £100000 - £120000 per annum + Bonus + Benefits + Training
Posted: 4 days ago
City, London
Best Practice Talent Solutions
Salary: From £27,000 to £47,000 per annum Salary will be given based on experi
Posted: 6 days ago
City of London
Energon Global
Salary: £55000 - £70000 per annum + bonus + benefits
Posted: 12 days ago
City, London
MACQUARIE
Posted: 18 days ago
City of London
Bankside Recruitment
Salary: £40,000 - £50,000 per year
Posted: 24 days ago
City, London
GTA
Posted: 23 days ago