Period
to 13 December 2019

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Mathematical Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Mathematical Modelling over the 6 months to 13 December 2019 with a comparison to the same period in the previous 2 years.

Mathematical Modelling
England > London
6 months to
13 Dec 2019
Same period 2018 Same period 2017
Rank 692 773 829
Rank change year-on-year +81 +56 -18
Permanent jobs citing Mathematical Modelling 36 39 32
As % of all permanent IT jobs advertised in London 0.067% 0.059% 0.043%
As % of the Processes & Methodologies category 0.072% 0.063% 0.046%
Number of salaries quoted 30 38 20
London median annual salary £68,750 £120,000 £65,000
Median salary % change year-on-year -42.71% +84.62% -7.14%
10th Percentile £47,500 £62,500 £41,250
90th Percentile £110,000 £128,750 £99,875
England median annual salary £50,000 £50,000 £50,000

Mathematical Modelling 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 49,934 61,441 69,634
As % of all permanent IT jobs advertised in London 93.18% 92.55% 93.80%
Number of salaries quoted 40,225 49,650 54,263
London median annual salary £65,000 £62,500 £60,000
Median salary % change year-on-year +4.00% +4.17% +4.35%
10th Percentile £36,250 £35,000 £35,000
90th Percentile £100,000 £95,000 £90,000
England median annual salary £52,789 £52,500 £50,000
% change year-on-year +0.55% +5.00% -

Mathematical Modelling
Job Vacancy Trend in London

Job postings citing Mathematical Modelling as a percentage of all IT jobs advertised in London.

Job vacancy trend for Mathematical Modelling in London

Mathematical Modelling
Salary Trend in London

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

Salary trend for Mathematical Modelling in London

Mathematical Modelling
Salary Histogram in London

The salary distribution of IT jobs citing Mathematical Modelling in London over the 6 months to 13 December 2019.

Salary histogram for Mathematical Modelling in London

Mathematical Modelling
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Mathematical Modelling within the London region over the 6 months to 13 December 2019. 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 +29 7 £50,000 -50.00% 2
East London - 5 £100,000 -
Mathematical Modelling
England

For the 6 months to 13 December 2019, IT jobs citing Mathematical Modelling also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the London region with a requirement for Mathematical Modelling.

1 36 (100.00%) Mathematics
2 20 (55.56%) Python
3 18 (50.00%) Finance
4 17 (47.22%) JavaScript
5 16 (44.44%) Algorithms
6 15 (41.67%) Analytics
6 15 (41.67%) Machine Learning
7 13 (36.11%) C#
8 12 (33.33%) Statistics
8 12 (33.33%) AngularJS
8 12 (33.33%) Analytical Skills
9 11 (30.56%) R
9 11 (30.56%) PhD
10 10 (27.78%) Fixed Income
10 10 (27.78%) Equities
10 10 (27.78%) Front Office
10 10 (27.78%) SQL
10 10 (27.78%) Asset Management
10 10 (27.78%) Data Science
11 9 (25.00%) Java
12 8 (22.22%) Banking
12 8 (22.22%) Computer Science
12 8 (22.22%) Apache Spark
13 7 (19.44%) Hadoop
13 7 (19.44%) .NET
14 6 (16.67%) SQL Server
14 6 (16.67%) T-SQL
14 6 (16.67%) MVC
14 6 (16.67%) Degree
14 6 (16.67%) Fund Management

Mathematical Modelling
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 (22.22%) Apache Spark
Applications
1 1 (2.78%) Mathematica
Cloud Services
1 3 (8.33%) Google Analytics
Database & Business Intelligence
1 7 (19.44%) Hadoop
2 6 (16.67%) SQL Server
3 5 (13.89%) Big Data
4 1 (2.78%) Pentaho
Development Applications
1 5 (13.89%) Git (software)
1 5 (13.89%) JIRA
2 4 (11.11%) Jenkins
2 4 (11.11%) Maven
General
1 18 (50.00%) Finance
2 10 (27.78%) Front Office
3 8 (22.22%) Banking
4 6 (16.67%) Financial Institution
5 3 (8.33%) Marketing
6 1 (2.78%) Automotive
6 1 (2.78%) Games
Job Titles
1 17 (47.22%) Developer
2 11 (30.56%) C# Developer
3 10 (27.78%) Data Scientist
4 6 (16.67%) C# Quant Developer
4 6 (16.67%) Quantitative Developer
4 6 (16.67%) React Developer
4 6 (16.67%) Senior Data Scientist
4 6 (16.67%) SQL Developer
5 5 (13.89%) .NET Developer
5 5 (13.89%) ASP.NET MVC Developer
5 5 (13.89%) C# .NET Developer
5 5 (13.89%) JavaScript Developer
6 4 (11.11%) Algorithm Engineer
6 4 (11.11%) Java Engineer
6 4 (11.11%) Optimisation Engineer
6 4 (11.11%) Quantitative Researcher
6 4 (11.11%) Senior Algorithm Engineer
6 4 (11.11%) Senior Java Engineer
6 4 (11.11%) Senior Java Software Engineer
6 4 (11.11%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 12 (33.33%) AngularJS
2 7 (19.44%) .NET
3 6 (16.67%) .NET Core
3 6 (16.67%) ASP.NET Web API
3 6 (16.67%) ASP.NET Web Forms
3 6 (16.67%) React
4 5 (13.89%) Ajax
4 5 (13.89%) CSS
4 5 (13.89%) HTML
4 5 (13.89%) JSON
4 5 (13.89%) REST
4 5 (13.89%) Web Services
4 5 (13.89%) XML
5 3 (8.33%) TensorFlow
6 1 (2.78%) Natural Language Processing
Miscellaneous
1 16 (44.44%) Algorithms
2 12 (33.33%) Analytical Skills
3 10 (27.78%) Equities
3 10 (27.78%) Fixed Income
4 5 (13.89%) User Experience
5 4 (11.11%) Derivative
Operating Systems
1 4 (11.11%) Linux
1 4 (11.11%) Windows
Processes & Methodologies
1 36 (100.00%) Mathematics
2 15 (41.67%) Analytics
2 15 (41.67%) Machine Learning
3 12 (33.33%) Statistics
4 10 (27.78%) Asset Management
4 10 (27.78%) Data Science
5 8 (22.22%) Computer Science
6 6 (16.67%) Fund Management
6 6 (16.67%) MVC
6 6 (16.67%) Quantitative Research
6 6 (16.67%) Visualisation
7 5 (13.89%) Anomaly Detection
7 5 (13.89%) Business Intelligence
7 5 (13.89%) Deep Learning
7 5 (13.89%) Front End Development
7 5 (13.89%) OO
7 5 (13.89%) Statistical Modelling
7 5 (13.89%) Time Series Analysis
7 5 (13.89%) Web Development
7 5 (13.89%) Wireframes
Programming Languages
1 20 (55.56%) Python
2 17 (47.22%) JavaScript
3 13 (36.11%) C#
4 11 (30.56%) R
5 10 (27.78%) SQL
6 9 (25.00%) Java
7 6 (16.67%) T-SQL
8 5 (13.89%) MATLAB
9 4 (11.11%) C++
9 4 (11.11%) Java 8
9 4 (11.11%) Java 9
9 4 (11.11%) Perl
9 4 (11.11%) Ruby
9 4 (11.11%) Smalltalk
10 3 (8.33%) Scala
11 2 (5.56%) Go
12 1 (2.78%) F#
12 1 (2.78%) PL/SQL
Qualifications
1 11 (30.56%) PhD
2 6 (16.67%) Degree
2 6 (16.67%) Master's Degree
2 6 (16.67%) Numerate Degree
Quality Assurance & Compliance
1 1 (2.78%) QA
Vendors
1 3 (8.33%) Facebook
1 3 (8.33%) Google
2 1 (2.78%) Tableau