Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Applied Mathematics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Applied Mathematics over the 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Applied Mathematics (Applied Maths)
England > London
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 787 802 844
Rank change year-on-year +15 +42 +55
Permanent jobs citing Applied Mathematics 45 55 67
As % of all permanent IT jobs advertised in London 0.060% 0.073% 0.076%
As % of the Processes & Methodologies category 0.065% 0.080% 0.084%
Number of salaries quoted 38 40 38
London median annual salary £75,000 £45,000 £70,000
Median salary % change year-on-year +66.67% -35.71% -12.50%
10th Percentile £55,875 £32,500 £46,250
90th Percentile £101,125 £77,500 £125,000
England median annual salary £70,000 £47,500 £57,500
% change year-on-year +47.37% -17.39% -20.69%

Applied Mathematics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 69206 68595 79293
As % of all permanent IT jobs advertised in London 91.60% 90.64% 89.56%
Number of salaries quoted 53267 59094 66809
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% -
10th Percentile £35,000 £33,750 £33,000
90th Percentile £90,000 £88,750 £86,250
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Applied Mathematics
Job Vacancy Trend in London

Job postings citing Applied Mathematics as a percentage of all IT jobs advertised in London.

Job vacancy trend for Applied Mathematics in London

Applied Mathematics
Salary Trend in London

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

Salary trend for Applied Mathematics in London

Applied Mathematics
Salary Histogram in London

The salary distribution of IT jobs citing Applied Mathematics in London over the 6 months to 21 November 2017.

Salary histogram for Applied Mathematics in London

Applied 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 Applied Mathematics within the London region over the 6 months to 21 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London +18 8 £85,000 +30.77% 2
Applied Mathematics
England

For the 6 months to 21 November 2017, IT jobs citing Applied 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 Applied Mathematics.

1 45 (100.00%) Mathematics
2 35 (77.78%) Python
3 26 (57.78%) Degree
3 26 (57.78%) Computer Science
4 24 (53.33%) Machine Learning
5 22 (48.89%) C++
6 20 (44.44%) Linux
7 19 (42.22%) Statistics
7 19 (42.22%) Algorithms
8 18 (40.00%) Multithreading
8 18 (40.00%) C
9 16 (35.56%) NumPy
10 15 (33.33%) Physics
11 14 (31.11%) Pandas
12 13 (28.89%) Predictive Modelling
12 13 (28.89%) SQL
13 12 (26.67%) R
13 12 (26.67%) Deep Learning
13 12 (26.67%) Computer Vision
14 11 (24.44%) Analytics
14 11 (24.44%) NoSQL
14 11 (24.44%) C#
14 11 (24.44%) OOP
14 11 (24.44%) OO
15 10 (22.22%) SciPy
16 9 (20.00%) Finance
16 9 (20.00%) Artificial Intelligence
16 9 (20.00%) Software Engineering
17 8 (17.78%) Risk Management
17 8 (17.78%) PhD

Applied 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 8 (17.78%) Apache Spark
2 4 (8.89%) Apache Pig
2 4 (8.89%) SAS
Applications
1 1 (2.22%) CPLEX
1 1 (2.22%) Doxygen
1 1 (2.22%) LaTeX
Cloud Services
1 5 (11.11%) Microsoft Azure
2 3 (6.67%) Amazon AWS
3 2 (4.44%) SaaS
Database & Business Intelligence
1 11 (24.44%) NoSQL
2 7 (15.56%) Apache Hive
2 7 (15.56%) Text Mining
3 6 (13.33%) Big Data
3 6 (13.33%) Hadoop
4 4 (8.89%) MongoDB
5 3 (6.67%) Apache Cassandra
6 2 (4.44%) Data Mining
6 2 (4.44%) DocumentDB
6 2 (4.44%) Relational Database
7 1 (2.22%) Geospatial Data
7 1 (2.22%) GIS
7 1 (2.22%) HBase
7 1 (2.22%) KDB
7 1 (2.22%) Sqoop
Development Applications
1 2 (4.44%) Git (software)
2 1 (2.22%) Subversion
General
1 9 (20.00%) Finance
2 7 (15.56%) Marketing
3 6 (13.33%) Games
4 4 (8.89%) Front Office
5 3 (6.67%) Financial Institution
6 2 (4.44%) Banking
6 2 (4.44%) Investment Banking
6 2 (4.44%) Retail
7 1 (2.22%) Corporate Banking
7 1 (2.22%) Electronics
7 1 (2.22%) Law
7 1 (2.22%) Retail Banking
Job Titles
1 15 (33.33%) Developer
2 14 (31.11%) Data Scientist
2 14 (31.11%) Python Developer
3 5 (11.11%) Machine Learning Scientist
4 4 (8.89%) Senior Data Scientist
4 4 (8.89%) Senior Software Engineer
4 4 (8.89%) Software Engineer
5 3 (6.67%) Junior
5 3 (6.67%) Junior Developer
5 3 (6.67%) Junior Python Developer
6 2 (4.44%) Analyst
6 2 (4.44%) Data Manager
6 2 (4.44%) Machine Learning Engineer
6 2 (4.44%) Qualitative Analyst
6 2 (4.44%) Quantitative Analyst
6 2 (4.44%) Technical Director
6 2 (4.44%) Technical Leader
7 1 (2.22%) Data Analytics Engineer
7 1 (2.22%) Data Analytics Scientist
7 1 (2.22%) Data Engineer
Libraries, Frameworks & Software Standards
1 16 (35.56%) NumPy
2 14 (31.11%) Pandas
3 10 (22.22%) SciPy
4 8 (17.78%) scikit-learn
5 7 (15.56%) Django
6 6 (13.33%) Flask
6 6 (13.33%) Unity (Game Engine)
7 4 (8.89%) SQLAlchemy
7 4 (8.89%) TensorFlow
8 3 (6.67%) Theano
9 2 (4.44%) .NET
9 2 (4.44%) AngularJS
9 2 (4.44%) Kafka
9 2 (4.44%) Node.js
9 2 (4.44%) OpenGL
9 2 (4.44%) OpenGL ES
9 2 (4.44%) Spring Boot
9 2 (4.44%) Vulkan
9 2 (4.44%) Web Services
9 2 (4.44%) WebSockets
Miscellaneous
1 26 (57.78%) Computer Science
2 19 (42.22%) Algorithms
3 7 (15.56%) Foreign Exchange (FX)
4 2 (4.44%) HoloLens
5 1 (2.22%) Blog
5 1 (2.22%) Credit Risk
5 1 (2.22%) Derivative
5 1 (2.22%) Enterprise Software
5 1 (2.22%) Equities
5 1 (2.22%) Fixed Income
5 1 (2.22%) Greenfield Project
5 1 (2.22%) Hedge funds
5 1 (2.22%) Management Information System
5 1 (2.22%) Private Cloud
Operating Systems
1 20 (44.44%) Linux
2 1 (2.22%) Unix
Processes & Methodologies
1 45 (100.00%) Mathematics
2 24 (53.33%) Machine Learning
3 19 (42.22%) Statistics
4 18 (40.00%) Multithreading
5 15 (33.33%) Physics
6 13 (28.89%) Predictive Modelling
7 12 (26.67%) Computer Vision
7 12 (26.67%) Deep Learning
8 11 (24.44%) Analytics
8 11 (24.44%) OO
8 11 (24.44%) OOP
9 9 (20.00%) Artificial Intelligence
9 9 (20.00%) Software Engineering
10 8 (17.78%) Risk Management
10 8 (17.78%) Statistical Analysis
11 6 (13.33%) Bayesian Methods
11 6 (13.33%) Data Analysis
11 6 (13.33%) Demand Forecasting
11 6 (13.33%) Game Development
11 6 (13.33%) Time Series Forecasting
Programming Languages
1 35 (77.78%) Python
2 22 (48.89%) C++
3 18 (40.00%) C
4 13 (28.89%) SQL
5 12 (26.67%) R
6 11 (24.44%) C#
7 6 (13.33%) Scala
8 4 (8.89%) Java
9 2 (4.44%) Embedded C
9 2 (4.44%) Embedded C++
9 2 (4.44%) GLSL
9 2 (4.44%) HLSL
9 2 (4.44%) MATLAB
10 1 (2.22%) VBA
Qualifications
1 26 (57.78%) Degree
2 8 (17.78%) Master's Degree
2 8 (17.78%) PhD
3 6 (13.33%) Computer Science Degree
4 2 (4.44%) Numerate Degree
5 1 (2.22%) Postgraduate
System Software
1 1 (2.22%) Apache Flume
Vendors
1 6 (13.33%) Microsoft
2 1 (2.22%) Alteryx
2 1 (2.22%) Informatica
2 1 (2.22%) MicroStrategy
2 1 (2.22%) Oracle
2 1 (2.22%) Tableau