Period
to 17 February 2020

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 17 February 2020 with a comparison to the same period in the previous 2 years.

Mathematical Modelling
England > London
6 months to
17 Feb 2020
Same period 2019 Same period 2018
Rank 669 721 790
Rank change year-on-year +52 +69 -7
Permanent jobs citing Mathematical Modelling 29 44 46
As % of all permanent IT jobs advertised in London 0.057% 0.071% 0.066%
As % of the Processes & Methodologies category 0.061% 0.076% 0.071%
Number of salaries quoted 18 43 31
London median annual salary £66,250 £115,000 £65,000
Median salary % change year-on-year -42.39% +76.92% -7.14%
10th Percentile £51,000 £67,500 £41,250
90th Percentile £106,500 £128,750 £98,750
England median annual salary £40,000 £50,000 £50,000
% change year-on-year -20.00% - +11.11%

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 47,334 57,566 65,209
As % of all permanent IT jobs advertised in London 93.32% 92.70% 93.58%
Number of salaries quoted 37,973 46,464 53,405
London median annual salary £65,000 £62,500 £60,000
Median salary % change year-on-year +4.00% +4.17% +0.84%
10th Percentile £37,183 £35,000 £35,000
90th Percentile £100,000 £95,000 £92,500
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +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 17 February 2020.

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 17 February 2020. 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 +27 4 £70,000 -22.22% 2
East London - 4 £105,000 -
Mathematical Modelling
England

For the 6 months to 17 February 2020, 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 29 (100.00%) Mathematics
2 23 (79.31%) Python
3 18 (62.07%) Machine Learning
4 17 (58.62%) Analytics
4 17 (58.62%) Analytical Skills
5 15 (51.72%) Algorithms
5 15 (51.72%) Finance
6 13 (44.83%) R
6 13 (44.83%) Data Science
7 11 (37.93%) Statistical Modelling
7 11 (37.93%) Degree
8 10 (34.48%) Statistics
8 10 (34.48%) Web Services
8 10 (34.48%) Java
8 10 (34.48%) Big Data
8 10 (34.48%) Apache Spark
8 10 (34.48%) Hadoop
9 9 (31.03%) Computer Science
10 8 (27.59%) PhD
11 7 (24.14%) Predictive Modelling
11 7 (24.14%) JavaScript
12 6 (20.69%) OO
12 6 (20.69%) Quantitative Research
12 6 (20.69%) Master's Degree
12 6 (20.69%) Numerate Degree
13 5 (17.24%) Innovative Thinking
13 5 (17.24%) Automated Trading
13 5 (17.24%) Wireframes
13 5 (17.24%) Front End Development
13 5 (17.24%) Git (software)

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 10 (34.48%) Apache Spark
2 1 (3.45%) Apache Airflow
2 1 (3.45%) Jupyter
Applications
1 5 (17.24%) SPSS
Cloud Services
1 5 (17.24%) AWS
2 3 (10.34%) Google Analytics
Database & Business Intelligence
1 10 (34.48%) Big Data
1 10 (34.48%) Hadoop
2 5 (17.24%) Neo4j
3 1 (3.45%) PostgreSQL
Development Applications
1 5 (17.24%) Git (software)
1 5 (17.24%) JIRA
2 4 (13.79%) Jenkins
2 4 (13.79%) Maven
General
1 15 (51.72%) Finance
2 5 (17.24%) Legal
3 4 (13.79%) Financial Institution
3 4 (13.79%) Front Office
4 3 (10.34%) Marketing
Job Titles
1 8 (27.59%) Data Scientist
1 8 (27.59%) Developer
2 5 (17.24%) Analytics Manager
2 5 (17.24%) Data Science Manager
2 5 (17.24%) Forensic Manager
2 5 (17.24%) JavaScript Developer
3 4 (13.79%) Algorithm Engineer
3 4 (13.79%) Java Engineer
3 4 (13.79%) Java Software Engineer
3 4 (13.79%) Optimisation Engineer
3 4 (13.79%) Quantitative Researcher
3 4 (13.79%) Senior Algorithm Engineer
3 4 (13.79%) Senior Data Scientist
3 4 (13.79%) Senior Java Engineer
3 4 (13.79%) Senior Java Software Engineer
3 4 (13.79%) Senior Software Engineer
3 4 (13.79%) Software Engineer
4 3 (10.34%) Front End Developer (Client-Side Developer)
4 3 (10.34%) UI Developer
4 3 (10.34%) UX Developer
Libraries, Frameworks & Software Standards
1 10 (34.48%) Web Services
2 5 (17.24%) Ajax
2 5 (17.24%) CSS
2 5 (17.24%) HTML
2 5 (17.24%) JSON
2 5 (17.24%) Natural Language Processing
2 5 (17.24%) NetworkX
2 5 (17.24%) REST
2 5 (17.24%) XML
3 2 (6.90%) .NET
3 2 (6.90%) .NET Core
3 2 (6.90%) AngularJS
3 2 (6.90%) ASP.NET Web API
3 2 (6.90%) ASP.NET Web Forms
4 1 (3.45%) Node.js
Miscellaneous
1 17 (58.62%) Analytical Skills
2 15 (51.72%) Algorithms
3 5 (17.24%) Derivative
3 5 (17.24%) User Experience
4 4 (13.79%) Equities
4 4 (13.79%) Fixed Income
5 1 (3.45%) Equity Derivative
Operating Systems
1 4 (13.79%) Linux
1 4 (13.79%) Windows
Processes & Methodologies
1 29 (100.00%) Mathematics
2 18 (62.07%) Machine Learning
3 17 (58.62%) Analytics
4 13 (44.83%) Data Science
5 11 (37.93%) Statistical Modelling
6 10 (34.48%) Statistics
7 9 (31.03%) Computer Science
8 7 (24.14%) Predictive Modelling
9 6 (20.69%) OO
9 6 (20.69%) Quantitative Research
10 5 (17.24%) Agile Software Development
10 5 (17.24%) Artificial Intelligence
10 5 (17.24%) Automated Trading
10 5 (17.24%) Business Intelligence
10 5 (17.24%) Data Analysis
10 5 (17.24%) Data Modelling
10 5 (17.24%) Stakeholder Management
10 5 (17.24%) Statistical Analysis
10 5 (17.24%) Visualisation
10 5 (17.24%) Web Development
Programming Languages
1 23 (79.31%) Python
2 13 (44.83%) R
3 10 (34.48%) Java
4 7 (24.14%) JavaScript
5 5 (17.24%) C++
5 5 (17.24%) MATLAB
5 5 (17.24%) Scala
5 5 (17.24%) SQL
6 4 (13.79%) Java 8
6 4 (13.79%) Java 9
6 4 (13.79%) Perl
6 4 (13.79%) Ruby
6 4 (13.79%) Smalltalk
7 2 (6.90%) C#
7 2 (6.90%) Go
7 2 (6.90%) T-SQL
8 1 (3.45%) Haskell
Qualifications
1 11 (37.93%) Degree
2 8 (27.59%) PhD
3 6 (20.69%) Master's Degree
3 6 (20.69%) Numerate Degree
4 5 (17.24%) Postgraduate
System Software
1 1 (3.45%) Docker
Systems Management
1 1 (3.45%) Kubernetes
1 1 (3.45%) Terraform
Vendors
1 3 (10.34%) Facebook
1 3 (10.34%) Google
2 1 (3.45%) Alias