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 24 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Sep 2016
Same period 2015 Same period 2014
Mathematics (Maths)
Rank 65 98 113
Rank change year-on-year
+33 +15
Permanent jobs citing Mathematics 244 253 276
As % of all permanent IT jobs located in the City of London 4.10% 2.89% 2.41%
As % of the Miscellaneous category 8.82% 6.16% 5.28%
Number of salaries quoted 202 226 212
Median salary £70,000 £55,000 £57,500
Median salary % change year-on-year
+27.27% -4.34%
90% offered a salary of more than £37,500 £37,500 £30,000
10% offered a salary of more than £102,500 £100,000 £85,000
UK excluding London median salary £35,500 £37,500 £37,500
% change year-on-year
-5.33% -
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
2766 4105 5227
As % of all permanent IT jobs located in the City of London 46.51% 46.86% 45.73%
Number of salaries quoted 2504 3417 4292
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £37,500 £35,000 £32,500
10% offered a salary of more than £90,000 £80,000 £85,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 24 September 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 24 September 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.

1 253 (58.43%) Finance
2 218 (50.35%) Degree
3 167 (38.57%) SQL
4 160 (36.95%) Computer Science
5 143 (33.03%) Python
6 127 (29.33%) Banking
7 123 (28.41%) Java
8 110 (25.40%) Front Office
9 105 (24.25%) C#
10 90 (20.79%) Analytics
11 83 (19.17%) C++
12 78 (18.01%) SQL Server
13 71 (16.40%) Statistics
14 70 (16.17%) Physics
15 67 (15.47%) OOD
16 60 (13.86%) Analytical Skills
17 56 (12.93%) Multithreading
18 55 (12.70%) Marketing
19 53 (12.24%) Oracle
20 47 (10.85%) Linux
20 47 (10.85%) OO
21 46 (10.62%) Agile Software Development
21 46 (10.62%) Economics
21 46 (10.62%) Big Data
22 43 (9.93%) Hedge funds
23 41 (9.47%) .NET
23 41 (9.47%) Performance Tuning
24 40 (9.24%) Data Analytics
25 38 (8.78%) VBA
25 38 (8.78%) Equities

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 27 (6.24%) SAS
2 23 (5.31%) Apache Spark
3 8 (1.85%) Apache Pig
4 5 (1.15%) Apache
4 5 (1.15%) SharePoint
5 4 (0.92%) IPython
5 4 (0.92%) JBoss
6 3 (0.69%) MS Exchange
7 1 (0.23%) Confluence
7 1 (0.23%) Elasticsearch
7 1 (0.23%) Gunicorn
7 1 (0.23%) IIS
7 1 (0.23%) Jupyter
7 1 (0.23%) K2 blackpearl
7 1 (0.23%) nginx
Applications
1 31 (7.16%) MS Excel
2 22 (5.08%) MS Office
3 6 (1.39%) MS PowerPoint
4 5 (1.15%) SPSS
5 4 (0.92%) Stata
Business Applications
1 3 (0.69%) Oracle AML
Cloud Services
1 19 (4.39%) Amazon AWS
2 14 (3.23%) Microsoft Azure
3 4 (0.92%) GitHub
4 2 (0.46%) Cloud Computing
5 1 (0.23%) Adobe Analytics
5 1 (0.23%) Amazon EC2
5 1 (0.23%) Amazon EMR
5 1 (0.23%) Amazon Kinesis
5 1 (0.23%) AWS Elastic Beanstalk
5 1 (0.23%) Google Cloud Platform
5 1 (0.23%) Heroku
Communications & Networking
1 13 (3.00%) Internet
2 7 (1.62%) TCP/IP
3 6 (1.39%) Firewall
4 5 (1.15%) LAN
4 5 (1.15%) SAN
4 5 (1.15%) WAN
5 3 (0.69%) ATM
5 3 (0.69%) SMS
5 3 (0.69%) VoIP
5 3 (0.69%) VPN
6 2 (0.46%) DNS
6 2 (0.46%) LDAP
6 2 (0.46%) Multicast
7 1 (0.23%) Ethernet
7 1 (0.23%) FTP
7 1 (0.23%) Kerberos
Database & Business Intelligence
1 78 (18.01%) SQL Server
2 46 (10.62%) Big Data
3 33 (7.62%) Hadoop
4 30 (6.93%) Data Mining
5 20 (4.62%) Oracle Database
5 20 (4.62%) Oracle Database 12c
6 13 (3.00%) Data Warehouse
7 12 (2.77%) Apache Cassandra
7 12 (2.77%) Relational Database
8 10 (2.31%) Redis
8 10 (2.31%) SQL Server Reporting Services
9 9 (2.08%) NoSQL
10 8 (1.85%) Apache Hive
10 8 (1.85%) SQL Server 2012
10 8 (1.85%) SQL Server 2014
10 8 (1.85%) SQL Server 2016
11 7 (1.62%) MongoDB
12 6 (1.39%) Amazon Redshift
12 6 (1.39%) MySQL
13 5 (1.15%) PostgreSQL
Development Applications
1 29 (6.70%) Maven
2 27 (6.24%) Gradle
2 27 (6.24%) JUnit
3 18 (4.16%) NUnit
4 12 (2.77%) Git (software)
5 5 (1.15%) Visual Studio
6 4 (0.92%) Cucumber
6 4 (0.92%) HP UFT
7 2 (0.46%) Bitbucket
7 2 (0.46%) JIRA
7 2 (0.46%) Vagrant
8 1 (0.23%) CircleCI
8 1 (0.23%) CMake
8 1 (0.23%) Jenkins
8 1 (0.23%) LoadRunner
8 1 (0.23%) Oracle APEX
8 1 (0.23%) Protractor
8 1 (0.23%) SCons
8 1 (0.23%) Team Foundation Server
General
1 253 (58.43%) Finance
2 127 (29.33%) Banking
3 110 (25.40%) Front Office
4 55 (12.70%) Marketing
5 22 (5.08%) Telecoms
6 19 (4.39%) Back Office
7 17 (3.93%) Games
8 15 (3.46%) Advertising
8 15 (3.46%) Investment Banking
9 5 (1.15%) International Banking
9 5 (1.15%) Retail
10 4 (0.92%) Financial Institution
11 3 (0.69%) French Language
11 3 (0.69%) German Language
11 3 (0.69%) Legal
12 2 (0.46%) Online Betting
12 2 (0.46%) Spanish Language
13 1 (0.23%) Corporate Banking
13 1 (0.23%) Electronics
Job Titles
1 252 (58.20%) Developer
2 112 (25.87%) Senior Developer
3 88 (20.32%) Java Developer
4 83 (19.17%) Analyst
5 53 (12.24%) Front Office Developer
6 48 (11.09%) SQL Developer
7 45 (10.39%) C# Developer
8 42 (9.70%) Senior SQL Developer
9 41 (9.47%) Quantitative Developer
10 34 (7.85%) Senior Java Developer
11 33 (7.62%) Oracle Developer
12 32 (7.39%) Data Scientist
13 31 (7.16%) Python Developer
13 31 (7.16%) Senior Oracle Developer
14 30 (6.93%) PL/SQL Developer
14 30 (6.93%) Senior C# Developer
14 30 (6.93%) Senior PL/SQL Developer
15 26 (6.00%) Junior
16 22 (5.08%) C++ Developer
17 20 (4.62%) Graduate
Libraries, Frameworks & Software Standards
1 41 (9.47%) .NET
2 35 (8.08%) Spring
3 27 (6.24%) J2SE
3 27 (6.24%) JDBC
3 27 (6.24%) WPF
4 26 (6.00%) Web Services
5 24 (5.54%) HTML
6 20 (4.62%) AngularJS
7 17 (3.93%) XML
8 16 (3.70%) Esper
8 16 (3.70%) STL
9 13 (3.00%) CSS
9 13 (3.00%) Django
9 13 (3.00%) REST
10 12 (2.77%) RabbitMQ
11 11 (2.54%) Boost C++ Libraries
11 11 (2.54%) NumPy
11 11 (2.54%) Pandas
11 11 (2.54%) WCF
12 10 (2.31%) scikit-learn
Miscellaneous
1 160 (36.95%) Computer Science
2 71 (16.40%) Statistics
3 70 (16.17%) Physics
4 60 (13.86%) Analytical Skills
5 46 (10.62%) Economics
6 43 (9.93%) Hedge funds
7 38 (8.78%) Equities
8 32 (7.39%) Algorithms
9 30 (6.93%) Foreign Exchange (FX)
10 29 (6.70%) Derivative
11 20 (4.62%) Fintech
12 17 (3.93%) Data Structures
13 16 (3.70%) Credit Risk
14 15 (3.46%) Visualisation
15 13 (3.00%) Market Risk
16 10 (2.31%) Artificial Intelligence
17 6 (1.39%) Mobile App
17 6 (1.39%) Online Games
17 6 (1.39%) Social Media
18 5 (1.15%) Equity Derivative
Operating Systems
1 47 (10.85%) Linux
2 36 (8.31%) Unix
3 22 (5.08%) Windows
4 2 (0.46%) Android
4 2 (0.46%) Apple iOS
4 2 (0.46%) Solaris
4 2 (0.46%) Windows 7
4 2 (0.46%) Windows 8
4 2 (0.46%) Windows Server
Processes & Methodologies
1 90 (20.79%) Analytics
2 67 (15.47%) OOD
3 56 (12.93%) Multithreading
4 47 (10.85%) OO
5 46 (10.62%) Agile Software Development
6 41 (9.47%) Performance Tuning
7 40 (9.24%) Data Analytics
8 36 (8.31%) Investment Management
8 36 (8.31%) Machine Learning
8 36 (8.31%) Software Engineering
9 34 (7.85%) TDD
10 32 (7.39%) Continuous Integration
11 26 (6.00%) Concurrent Programming
11 26 (6.00%) MVVM
12 22 (5.08%) Business Intelligence
12 22 (5.08%) SDLC
12 22 (5.08%) Statistical Modelling
13 21 (4.85%) E-Commerce
13 21 (4.85%) Risk Management
14 19 (4.39%) Data Modelling
Programming Languages
1 167 (38.57%) SQL
2 143 (33.03%) Python
3 123 (28.41%) Java
4 105 (24.25%) C#
5 83 (19.17%) C++
6 38 (8.78%) VBA
7 33 (7.62%) PL/SQL
8 32 (7.39%) C
9 29 (6.70%) Scala
10 20 (4.62%) JavaScript
11 18 (4.16%) R
12 16 (3.70%) Haskell
13 11 (2.54%) Erlang
13 11 (2.54%) VB
14 8 (1.85%) MATLAB
14 8 (1.85%) sed
15 7 (1.62%) Perl
16 6 (1.39%) Ruby
17 5 (1.15%) Objective-C
17 5 (1.15%) PowerShell
Qualifications
1 218 (50.35%) Degree
2 29 (6.70%) PhD
3 5 (1.15%) ISTQB
3 5 (1.15%) ISTQB Foundation Certification
4 4 (0.92%) ISEB
4 4 (0.92%) ISTQB Advanced Certification
5 1 (0.23%) CCNA
5 1 (0.23%) CESG Certified Professional
5 1 (0.23%) Cisco Certification
5 1 (0.23%) CISSP
5 1 (0.23%) CLAS
5 1 (0.23%) PMI Certification
5 1 (0.23%) PMP
5 1 (0.23%) PRINCE2 Certification
5 1 (0.23%) Security Cleared
Quality Assurance & Compliance
1 13 (3.00%) QA
2 5 (1.15%) MiFID
3 4 (0.92%) Data Quality
4 3 (0.69%) Dodd-Frank
4 3 (0.69%) EMIR
5 2 (0.46%) FATCA
6 1 (0.23%) ISO/IEC 27001
6 1 (0.23%) SLA
6 1 (0.23%) Solvency II
System Software
1 14 (3.23%) Active Directory
2 10 (2.31%) Docker
3 3 (0.69%) HDFS
3 3 (0.69%) Hyper-V
3 3 (0.69%) Microsoft Virtual Server
3 3 (0.69%) Virtual Servers
3 3 (0.69%) VMware Infrastructure
3 3 (0.69%) XenApp
3 3 (0.69%) XenDesktop
4 1 (0.23%) Apache Flume
Systems Management
1 4 (0.92%) Opscode Chef
2 3 (0.69%) Ansible
2 3 (0.69%) SCCM
2 3 (0.69%) SCVMM
3 2 (0.46%) Mesos
4 1 (0.23%) HAProxy
Vendors
1 53 (12.24%) Oracle
2 35 (8.08%) Microsoft
3 18 (4.16%) Tableau
4 16 (3.70%) StreamBase
5 11 (2.54%) Citrix
6 8 (1.85%) VMware
7 7 (1.62%) SAP
8 6 (1.39%) Mitel
8 6 (1.39%) Sybase
9 4 (0.92%) Cisco
9 4 (0.92%) HP
9 4 (0.92%) Pega
10 3 (0.69%) Cloudera
10 3 (0.69%) Facebook
10 3 (0.69%) Hortonworks
10 3 (0.69%) MapR
10 3 (0.69%) SolarWinds
10 3 (0.69%) Veeam
10 3 (0.69%) Vertica
11 2 (0.46%) Akamai
City, London
Informatiq Consulting
Salary: Competitive!
Posted: Yesterday
City, London
Harrington Starr
Salary: £50000 - £55000 per annum + Benefits + Bonus
Posted: 16 hours ago
City, London
Client Server
Salary: £75k to £150k + bonus + benefits
Posted: Yesterday
City, London
Pioneer Search
Salary: £40000 - £60000 per annum + bonus+benefits
Posted: 2 days ago
City, London
Harrington Starr
Salary: £30000 - £40000 per annum + Bonus + Benefits + Training
Posted: Yesterday
City, London
Client Server
Salary: £65k to £80k + bonus + benefits
Posted: 2 days ago
City, London
Real Time Recruitment Solutions
Salary: 35,000 to 45,000
Posted: 2 days ago
City, London
JM
Salary: £80000 - £120000 per annum + Competitive Benefits Package
Posted: Yesterday
City, London
McGregor Boyall
Salary: £30000 - £33000 per annum + package
Posted: 5 days ago
City, London
TEKsystems
Salary: £50000 - £63000 per annum + bonus and benefits
Posted: 2 days ago
City, London
Vantage Recruitment Solutions Ltd
Salary: From £70,000 to £75,000 per annum Benefits Inc: Bonus, Gym, Travel Loa
Posted: Yesterday
City, London
Quant Capital
Salary: Up to £35,000 per annum + benefits and bonus
Posted: Yesterday
City, London
ISL
Salary: £60000 - £75000 per annum
Posted: 3 days ago
City, London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 3 days ago
City, London
Quant Capital
Salary: Up to £45,000 per annum + bonus and benefits
Posted: 2 days ago
City, London
Harvey Nash plc
Salary: £65000 - £75000 per annum
Posted: Yesterday
City, London
Exclusive Recruitment
Salary: From £25,000 to £25,000 per annum Discretionary bonus & discounted gym
Posted: 2 days ago
City, London
Quant Capital
Salary: Up to £60,000 per annum + benefits and bonus
Posted: Yesterday
City, London
Client Server
Salary: £65k to £80k
Posted: 5 days ago
City, London
Client Server
Salary: £60k to £75k + equity
Posted: 4 days ago
City, London
Quant Capital
Salary: From £50,000 to £55,000 per annum + benefits and bonus
Posted: 2 days ago
City, London
Harvey Nash plc
Salary: £70000 - £80000 per annum
Posted: 2 days ago
City, London
Square One Resources
Salary: From £70,000 to £80,000 per annum + benefits
Posted: 3 days ago
City, London
Harrington Starr
Salary: £40000 - £50000 per annum + bonus + benefits
Posted: 3 days ago
City, London
Harrington Starr
Salary: £40000 - £50000 per annum + Bonus + Benefits + Training
Posted: 3 days ago
City, London
Harrington Starr
Salary: £100000 - £120000 per annum + Bonus + Benefits + Training
Posted: 3 days ago
City, London
Client Server
Salary: £65k to £90k + bonus + benefits
Posted: 5 days ago
City, London
Ashdown IT
Salary: £29000 per annum + Pension, Healthcare, Gym, Bonus
Posted: Yesterday
City, London
Best Practice Talent Solutions
Salary: From £35,000 to £50,000 per annum Salary offered dependent on current
Posted: 4 days ago
City, London
Venturi
Salary: £30000 - £45000 per annum + Benefits
Posted: 4 days ago