The following table provides summary statistics for permanent job vacancies advertised in the City of 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 27 March 2017 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
London / City of London
3 months to
27 Mar 2017
Same period 2016 Same period 2015
Rank 76 60 97
Rank change year-on-year -16 +37  
Permanent jobs citing Mathematics 170 314 286
As % of all permanent IT jobs advertised in the City of London 3.36% 4.43% 2.75%
As % of the Processes & Methodologies category 3.71% 4.90% 3.13%
Number of salaries quoted 146 276 244
Median salary £62,500 £61,000 £56,500
Median salary % change year-on-year +2.45% +7.96%  
90% offered a salary of more than £33,250 £37,000 £28,000
10% offered a salary of more than £96,250 £90,000 £80,000
UK excluding London median salary £40,000 £40,000 £38,000
% change year-on-year - +5.26%  

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 the City of London with a requirement for process and methodology skills.

Process & Methodology Skills
City of London
Permanent job vacancies with a requirement for process and methodology skills 4578 6408 9139
As % of all permanent IT job vacancies advertised in the City of London 90.53% 90.32% 87.79%
Number of salaries quoted 4181 5706 7702
Median salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.16% +4.34%  
90% offered a salary of more than £41,000 £42,500 £37,500
10% offered a salary of more than £85,000 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Mathematics
Job Vacancy Trend in the City of London

The job posting trend of jobs advertised in the City of 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 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 in the City of London.

Salary trend for Mathematics in the City of London

Mathematics
Salary Histogram in the City of London

The salary distribution of IT jobs citing Mathematics in the City of London over the 3 months to 27 March 2017.

Salary histogram for Mathematics in the City of London

Mathematics
Top 30 Co-occurring IT Skills in the City of London

For the 6 months to 27 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 City of London region with a requirement for Mathematics.

1 225 (57.25%) Finance
2 214 (54.45%) Degree
3 162 (41.22%) Computer Science
4 153 (38.93%) SQL
5 128 (32.57%) Python
6 124 (31.55%) Java
7 122 (31.04%) C++
8 104 (26.46%) Physics
9 99 (25.19%) Analytics
10 96 (24.43%) C#
11 80 (20.36%) Banking
12 77 (19.59%) Linux
13 74 (18.83%) SQL Server
13 74 (18.83%) Front Office
14 65 (16.54%) Windows
15 58 (14.76%) Big Data
15 58 (14.76%) Fintech
16 57 (14.50%) Statistics
17 55 (13.99%) R
18 54 (13.74%) Agile Software Development
19 53 (13.49%) Analytical Skills
20 50 (12.72%) Hadoop
21 49 (12.47%) Algorithms
22 48 (12.21%) OO
23 47 (11.96%) SDLC
24 46 (11.70%) .NET
25 45 (11.45%) JavaScript
26 44 (11.20%) Machine Learning
27 40 (10.18%) AngularJS
28 38 (9.67%) Derivative

Mathematics
Co-occurring 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 30 (7.63%) Apache Spark
2 20 (5.09%) SAS
3 6 (1.53%) Elasticsearch
4 4 (1.02%) Apache
5 2 (0.51%) JBoss
5 2 (0.51%) Jupyter
5 2 (0.51%) SharePoint
6 1 (0.25%) Apache Solr
6 1 (0.25%) Blackberry Enterprise Server
6 1 (0.25%) CMS
6 1 (0.25%) DataSynapse
6 1 (0.25%) Exchange Server 2010
6 1 (0.25%) MS Exchange
6 1 (0.25%) NServiceBus
6 1 (0.25%) Oracle SOA Suite
6 1 (0.25%) SharePoint 2013
Applications
1 14 (3.56%) MS Excel
2 9 (2.29%) MS Office
3 8 (2.04%) SPSS
4 4 (1.02%) MS PowerPoint
5 1 (0.25%) Gephi
5 1 (0.25%) MS Project
5 1 (0.25%) MS Visio
Business Applications
1 2 (0.51%) Oracle TCA
2 1 (0.25%) HFM
2 1 (0.25%) Hyperion Planning
2 1 (0.25%) Markit EDM
Cloud Services
1 16 (4.07%) Amazon AWS
2 11 (2.80%) Microsoft Azure
3 5 (1.27%) GitHub
4 4 (1.02%) Google Cloud Platform
5 3 (0.76%) Amazon S3
6 2 (0.51%) SaaS
6 2 (0.51%) Slack
7 1 (0.25%) Adobe Analytics
7 1 (0.25%) Google Analytics
7 1 (0.25%) Google App Engine
7 1 (0.25%) IBM Cloud
Communications & Networking
1 3 (0.76%) SSL
1 3 (0.76%) TCP/IP
2 2 (0.51%) Firewall
2 2 (0.51%) FTP
2 2 (0.51%) Kerberos
2 2 (0.51%) NAS
3 1 (0.25%) Ethernet
3 1 (0.25%) Intranet
3 1 (0.25%) LAN
3 1 (0.25%) VLAN
3 1 (0.25%) VoIP
3 1 (0.25%) VPN
Database & Business Intelligence
1 74 (18.83%) SQL Server
2 58 (14.76%) Big Data
3 50 (12.72%) Hadoop
4 32 (8.14%) NoSQL
5 16 (4.07%) Apache Hive
5 16 (4.07%) SQL Server Reporting Services
6 15 (3.82%) Data Mining
6 15 (3.82%) Data Warehouse
7 14 (3.56%) SQL Server Integration Services
8 13 (3.31%) MongoDB
9 12 (3.05%) KDB
9 12 (3.05%) Power BI
10 11 (2.80%) Relational Database
10 11 (2.80%) SQL Server 2008
11 10 (2.54%) SQL Server Analysis Services
12 8 (2.04%) Data Lake
12 8 (2.04%) Impala
12 8 (2.04%) MySQL
13 7 (1.78%) Oracle Database
13 7 (1.78%) Oracle Database 12c
Development Applications
1 17 (4.33%) Subversion
2 14 (3.56%) Visual Studio
3 8 (2.04%) JUnit
4 7 (1.78%) Gradle
4 7 (1.78%) Maven
5 5 (1.27%) Team Foundation Server
6 3 (0.76%) Git (software)
7 2 (0.51%) Buildbot
7 2 (0.51%) Cucumber
7 2 (0.51%) Jenkins
7 2 (0.51%) Xcode
8 1 (0.25%) Atlassian Bamboo
8 1 (0.25%) JIRA
8 1 (0.25%) NUnit
8 1 (0.25%) SQL Server Management Studio (SSMS)
8 1 (0.25%) TeamCity
8 1 (0.25%) TestNG
8 1 (0.25%) Vagrant
General
1 225 (57.25%) Finance
2 80 (20.36%) Banking
3 74 (18.83%) Front Office
4 29 (7.38%) Marketing
5 24 (6.11%) Advertising
6 15 (3.82%) Games
6 15 (3.82%) Investment Banking
7 11 (2.80%) Retail
8 8 (2.04%) Legal
9 4 (1.02%) Financial Institution
9 4 (1.02%) Telecoms
10 3 (0.76%) Publishing
11 2 (0.51%) Electronics
11 2 (0.51%) Law
11 2 (0.51%) Prime Brokerage
12 1 (0.25%) Back Office
12 1 (0.25%) German Language
12 1 (0.25%) Mandarin Language
Job Titles
1 214 (54.45%) Developer
2 69 (17.56%) Java Developer
3 68 (17.30%) Analyst
4 60 (15.27%) C++ Developer
5 58 (14.76%) C# Developer
6 49 (12.47%) Quantitative Developer
7 30 (7.63%) C++ Quantitative Developer
8 29 (7.38%) Senior Developer
8 29 (7.38%) SQL Developer
9 28 (7.12%) Data Scientist
10 27 (6.87%) Python Developer
11 26 (6.62%) Junior
12 23 (5.85%) Front Office Developer
13 19 (4.83%) C++/Java Developer
14 18 (4.58%) C# Quant Developer
15 17 (4.33%) Qualitative Analyst
15 17 (4.33%) Quantitative Analyst
16 16 (4.07%) Junior Developer
17 15 (3.82%) .NET Developer
17 15 (3.82%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 46 (11.70%) .NET
2 40 (10.18%) AngularJS
3 32 (8.14%) HTML
4 20 (5.09%) WCF
5 19 (4.83%) WPF
6 18 (4.58%) CSS
7 17 (4.33%) XML
8 15 (3.82%) ASP.NET
9 14 (3.56%) Web Services
10 13 (3.31%) .NET Framework
10 13 (3.31%) ASP.NET Web API
11 12 (3.05%) STL
12 11 (2.80%) JSON
13 10 (2.54%) D3.js
14 9 (2.29%) Spring
15 7 (1.78%) Hibernate
15 7 (1.78%) J2EE
15 7 (1.78%) JAX-WS
15 7 (1.78%) jQuery
15 7 (1.78%) Pandas
Miscellaneous
1 162 (41.22%) Computer Science
2 58 (14.76%) Fintech
3 53 (13.49%) Analytical Skills
4 49 (12.47%) Algorithms
5 38 (9.67%) Derivative
6 34 (8.65%) Equities
6 34 (8.65%) Foreign Exchange (FX)
7 32 (8.14%) Hedge funds
8 26 (6.62%) Credit Risk
9 23 (5.85%) Market Risk
10 18 (4.58%) Fixed Income
11 13 (3.31%) OTC Derivatives
12 8 (2.04%) Data Structures
13 6 (1.53%) Management Information System
13 6 (1.53%) Reference Data
13 6 (1.53%) Reinsurance
14 5 (1.27%) User Experience
15 4 (1.02%) Data Centre
16 3 (0.76%) FMCG
16 3 (0.76%) Robotics
Operating Systems
1 77 (19.59%) Linux
2 65 (16.54%) Windows
3 32 (8.14%) Unix
4 7 (1.78%) Windows Server
5 3 (0.76%) Android
5 3 (0.76%) Apple iOS
6 2 (0.51%) Ubuntu
7 1 (0.25%) Mac OS
7 1 (0.25%) Red Hat Enterprise Linux
7 1 (0.25%) Solaris
7 1 (0.25%) Windows Server 2008
7 1 (0.25%) Windows Server 2012
Processes & Methodologies
1 104 (26.46%) Physics
2 99 (25.19%) Analytics
3 57 (14.50%) Statistics
4 54 (13.74%) Agile Software Development
5 48 (12.21%) OO
6 47 (11.96%) SDLC
7 44 (11.20%) Machine Learning
8 37 (9.41%) Multithreading
9 33 (8.40%) TDD
10 32 (8.14%) Low Latency
11 31 (7.89%) Software Engineering
12 30 (7.63%) Business Intelligence
13 27 (6.87%) OOP
14 26 (6.62%) Risk Management
15 24 (6.11%) Data Analysis
16 22 (5.60%) Data Analytics
17 21 (5.34%) Visualisation
18 20 (5.09%) Continuous Integration
18 20 (5.09%) Data Management
18 20 (5.09%) Validation
Programming Languages
1 153 (38.93%) SQL
2 128 (32.57%) Python
3 124 (31.55%) Java
4 122 (31.04%) C++
5 96 (24.43%) C#
6 55 (13.99%) R
7 45 (11.45%) JavaScript
8 28 (7.12%) Scala
9 18 (4.58%) T-SQL
10 17 (4.33%) MATLAB
11 16 (4.07%) C
11 16 (4.07%) VBA
12 13 (3.31%) Shell Script
13 8 (2.04%) F#
13 8 (2.04%) VB.NET
14 7 (1.78%) PL/SQL
14 7 (1.78%) PowerShell
14 7 (1.78%) Ruby
15 6 (1.53%) VB
16 5 (1.27%) Perl
Qualifications
1 214 (54.45%) Degree
2 31 (7.89%) PhD
3 1 (0.25%) CIMA
3 1 (0.25%) CISM
3 1 (0.25%) CISSP
3 1 (0.25%) ISTQB
Quality Assurance & Compliance
1 10 (2.54%) MiFID
2 9 (2.29%) Dodd-Frank
2 9 (2.29%) EMIR
2 9 (2.29%) QA
3 3 (0.76%) Data Quality
3 3 (0.76%) SLA
4 1 (0.25%) Basel III
4 1 (0.25%) COBIT
4 1 (0.25%) ISO/IEC 27001
4 1 (0.25%) PMO
System Software
1 6 (1.53%) Docker
2 2 (0.51%) Active Directory
2 2 (0.51%) HDFS
2 2 (0.51%) VMware Infrastructure
3 1 (0.25%) Apache Flume
3 1 (0.25%) ISA Server
3 1 (0.25%) Veritas Cluster Server
3 1 (0.25%) Virtual Machines
3 1 (0.25%) VirtualBox
3 1 (0.25%) vSphere
3 1 (0.25%) XenApp
Systems Management
1 2 (0.51%) Puppet
1 2 (0.51%) SCCM
2 1 (0.25%) Backup Exec
2 1 (0.25%) Cobbler
2 1 (0.25%) PaperCut
Vendors
1 26 (6.62%) Oracle
2 25 (6.36%) Microsoft
3 17 (4.33%) Tableau
4 6 (1.53%) GoldenSource
4 6 (1.53%) Sybase
5 5 (1.27%) Google
6 3 (0.76%) VMware
7 2 (0.51%) Alias
7 2 (0.51%) Apple
7 2 (0.51%) Cloudera
7 2 (0.51%) Hortonworks
7 2 (0.51%) MicroStrategy
7 2 (0.51%) NetApp
7 2 (0.51%) Red Hat
7 2 (0.51%) Salesforce.com
8 1 (0.25%) 3Com
8 1 (0.25%) Bloomberg
8 1 (0.25%) CheckPoint
8 1 (0.25%) TIBCO
8 1 (0.25%) Veritas
City, London
Codex
Salary: From £40,000 to £60,000 per annum
Posted: 15 hours ago
City, London
Understanding Recruitment
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 10 hours ago
City, London
ANSON MCCADE
Salary: Up to £65,000 + Bonus
Posted: 11 hours ago
City, London
Understanding Recruitment
Salary: £55000.00 - £65000.00 per annum + Bens - Share Options
Posted: 20 hours ago
City, London
ANSON MCCADE
Salary: £65,000 - £110,000 + Bonus
Posted: 10 hours ago
City, London
Client Server
Salary: £45k to £60k + benefits
Posted: 19 hours ago
City, London
Hays Finance Technology
Salary: £90000.00 - £120000.00 per annum
Posted: 8 hours ago
City, London
Understanding Recruitment
Salary: £45000.00 - £50000.00 per annum + benefits
Posted: 20 hours ago
City, London
Accenture
Salary: Up to £56,300 per annum depending on experience
Posted: 10 hours ago
City, London
Harrington Starr
Salary: £40000 - £50000 per annum + Bonus + Benefits + Training
Posted: Yesterday
City, London
Harrington Starr
Salary: £30000 - £35000 per annum + Bonus + Benefits + Training
Posted: Yesterday
City, London
TEKsystems
Salary: £70000 - £140000 per annum + bonus and pension
Posted: Yesterday
City, London
AlixPartners
Salary: Negotiable
Posted: 3 days ago
City, London
TEKsystems
Salary: £50000 - £120000 per annum
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: Up to £53,000, subsidised gym membership, Cycle2Work scheme, company h
Posted: 6 days ago
City, London
Client Server
Salary: £85k to £110k + bonus + benefits
Posted: 3 days ago
City, London
Harvey Nash plc
Posted: 3 days ago
City, London
Quant Capital
Salary: Up to £50,000 per annum + bonus and benefits
Posted: 3 days ago
City, London
Miller Maxwell Ltd
Salary: From £90,000 to £125,000 per annum + Bonus + Benefits
Posted: 6 days ago
City, London
Evolution Recruitment Solutions
Salary: Excellent Salary + Benefits
Posted: 4 days ago
City, London
Client Server
Salary: £50k to £65k + stock options
Posted: 6 days ago
City, London
ARC IT Recruitment Ltd
Salary: Circa £55K Plus Bonus & Benefits
Posted: 3 days ago
City, London
Morgan Mckinley
Salary: £60000 - £70000 per annum
Posted: 3 days ago
City, London
Quant Capital
Salary: Up to £90,000 per annum Bonus Medical Pension
Posted: 5 days ago
City, London
Explore Recruitment Solutions
Salary: £35000 - £38000 per annum
Posted: 3 days ago
City, London
McGregor Boyall
Posted: 6 days ago
City, London
Harrington Starr
Salary: £60000 - £80000 per annum
Posted: 6 days ago
City, London
Digital Gurus
Salary: £35000 - £50000 Per Annum + benefits
Posted: 24 days ago
City of London
Michael Page Technology
Salary: £40000 - £65000 per annum + benefits
Posted: 18 days ago
City of London
Energon Global
Salary: £100000.00 per annum
Posted: 17 days ago