Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in England 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)
UK > England
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 1103 1128 1193
Rank change year-on-year +25 +65 +47
Permanent jobs citing Applied Mathematics 71 70 88
As % of all permanent IT jobs advertised in England 0.042% 0.039% 0.043%
As % of the Processes & Methodologies category 0.047% 0.044% 0.049%
Number of salaries quoted 61 55 57
England median annual salary £70,000 £47,500 £57,500
Median salary % change year-on-year +47.37% -17.39% -20.69%
10th Percentile £38,097 £32,500 £39,500
90th Percentile £95,000 £77,500 £90,000
UK median annual salary £67,500 £47,500 £58,750
% change year-on-year +42.11% -19.15% -18.97%

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 England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Permanent vacancies with a requirement for process or methodology skills 152449 159358 181424
As % of all permanent IT jobs advertised in England 89.91% 89.39% 88.74%
Number of salaries quoted 121294 133740 151021
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £28,750 £28,250 £27,500
90th Percentile £80,000 £80,000 £77,500
UK median annual salary £50,000 £49,500 £47,500
% change year-on-year +1.01% +4.21% +5.56%

Applied Mathematics
Job Vacancy Trend in England

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

Job vacancy trend for Applied Mathematics in England

Applied Mathematics
Salary Trend in England

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

Salary trend for Applied Mathematics in England

Applied Mathematics
Salary Histogram in England

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

Salary histogram for Applied Mathematics in England

Applied Mathematics
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Applied Mathematics within the England 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
London +15 45 £75,000 +66.67% 4
North of England +20 13 £55,000 +4.76% 1
South East +45 8 £70,000 -12.50%
Yorkshire +22 8 £51,250 -2.38% 1
North West - 5 £55,000 -
South West - 3 £39,991 -
Midlands +39 2 £42,500 +13.33%
West Midlands +17 2 £42,500 +13.33%
Applied Mathematics
UK

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 England region with a requirement for Applied Mathematics.

1 71 (100.00%) Mathematics
2 51 (71.83%) Python
3 48 (67.61%) Degree
4 44 (61.97%) Computer Science
5 35 (49.30%) Statistics
6 31 (43.66%) Algorithms
7 30 (42.25%) R
7 30 (42.25%) Machine Learning
8 28 (39.44%) C++
9 27 (38.03%) Analytics
10 21 (29.58%) C
10 21 (29.58%) SQL
11 20 (28.17%) Linux
11 20 (28.17%) Physics
12 19 (26.76%) Big Data
13 18 (25.35%) Multithreading
14 16 (22.54%) C#
14 16 (22.54%) Predictive Modelling
14 16 (22.54%) NumPy
14 16 (22.54%) Apache Spark
15 15 (21.13%) NoSQL
15 15 (21.13%) OO
15 15 (21.13%) Statistical Analysis
16 14 (19.72%) Software Engineering
16 14 (19.72%) PhD
16 14 (19.72%) Deep Learning
16 14 (19.72%) Pandas
17 13 (18.31%) Bayesian Methods
17 13 (18.31%) Analytical Skills
18 12 (16.90%) Computer Vision

Applied Mathematics
Co-occurring IT Skills in England 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 16 (22.54%) Apache Spark
2 9 (12.68%) SAS
3 4 (5.63%) Apache Pig
Applications
1 4 (5.63%) Microsoft Excel
1 4 (5.63%) Microsoft Office
1 4 (5.63%) Microsoft PowerPoint
2 3 (4.23%) SPSS
3 1 (1.41%) CPLEX
3 1 (1.41%) Doxygen
3 1 (1.41%) LaTeX
3 1 (1.41%) Simulink
Cloud Services
1 6 (8.45%) Cloud Computing
2 5 (7.04%) Microsoft Azure
3 4 (5.63%) Google Cloud Platform
4 3 (4.23%) Amazon AWS
5 2 (2.82%) SaaS
Database & Business Intelligence
1 19 (26.76%) Big Data
2 15 (21.13%) NoSQL
3 12 (16.90%) Apache Hive
4 11 (15.49%) Hadoop
5 10 (14.08%) Data Mining
6 7 (9.86%) Text Mining
7 5 (7.04%) Apache Cassandra
7 5 (7.04%) SQL Server
8 4 (5.63%) BigQuery
8 4 (5.63%) Geospatial Data
8 4 (5.63%) GIS
8 4 (5.63%) MongoDB
9 3 (4.23%) HBase
9 3 (4.23%) Impala
10 2 (2.82%) Data Lake
10 2 (2.82%) DocumentDB
10 2 (2.82%) Relational Database
11 1 (1.41%) KDB
11 1 (1.41%) Sqoop
Development Applications
1 8 (11.27%) Git (software)
2 4 (5.63%) SQL Server Management Studio (SSMS)
3 3 (4.23%) Eclipse
3 3 (4.23%) Eclipse RCP
4 2 (2.82%) CANoe
5 1 (1.41%) Subversion
General
1 11 (15.49%) Marketing
2 9 (12.68%) Finance
3 6 (8.45%) Games
4 4 (5.63%) Front Office
4 4 (5.63%) Law
5 3 (4.23%) Automotive
5 3 (4.23%) Financial Institution
6 2 (2.82%) Banking
6 2 (2.82%) Investment Banking
6 2 (2.82%) Retail
7 1 (1.41%) Corporate Banking
7 1 (1.41%) Electronics
7 1 (1.41%) Manufacturing
7 1 (1.41%) Retail Banking
Job Titles
1 28 (39.44%) Data Scientist
2 19 (26.76%) Developer
3 14 (19.72%) Python Developer
4 9 (12.68%) Senior Data Scientist
5 7 (9.86%) Software Engineer
6 5 (7.04%) Machine Learning Scientist
7 4 (5.63%) Junior
7 4 (5.63%) Junior Developer
7 4 (5.63%) Research Scientist
7 4 (5.63%) Senior Software Engineer
8 3 (4.23%) Java Developer
8 3 (4.23%) Junior Python Developer
9 2 (2.82%) Analyst
9 2 (2.82%) C++ Developer
9 2 (2.82%) Data Manager
9 2 (2.82%) Machine Learning Engineer
9 2 (2.82%) Qualitative Analyst
9 2 (2.82%) Quantitative Analyst
9 2 (2.82%) Technical Director
9 2 (2.82%) Technical Leader
Libraries, Frameworks & Software Standards
1 16 (22.54%) NumPy
2 14 (19.72%) Pandas
3 10 (14.08%) SciPy
4 8 (11.27%) scikit-learn
5 7 (9.86%) Django
5 7 (9.86%) TensorFlow
6 6 (8.45%) Flask
6 6 (8.45%) Theano
6 6 (8.45%) Unity (Game Engine)
7 5 (7.04%) Natural Language Processing
8 4 (5.63%) SQLAlchemy
9 3 (4.23%) D3.js
9 3 (4.23%) OpenGL
9 3 (4.23%) Swing
9 3 (4.23%) SWT
10 2 (2.82%) .NET
10 2 (2.82%) DirectX
10 2 (2.82%) Node.js
10 2 (2.82%) Web Services
10 2 (2.82%) WebSockets
Miscellaneous
1 44 (61.97%) Computer Science
2 31 (43.66%) Algorithms
3 13 (18.31%) Analytical Skills
4 7 (9.86%) Foreign Exchange (FX)
5 5 (7.04%) Fintech
6 4 (5.63%) Blog
6 4 (5.63%) Management Information System
7 3 (4.23%) Data Protection Act
8 2 (2.82%) HoloLens
9 1 (1.41%) Credit Risk
9 1 (1.41%) Derivative
9 1 (1.41%) Embedded Systems
9 1 (1.41%) Enterprise Software
9 1 (1.41%) Equities
9 1 (1.41%) Fixed Income
9 1 (1.41%) Greenfield Project
9 1 (1.41%) Hedge funds
9 1 (1.41%) Private Cloud
Operating Systems
1 20 (28.17%) Linux
2 1 (1.41%) Unix
Processes & Methodologies
1 71 (100.00%) Mathematics
2 35 (49.30%) Statistics
3 30 (42.25%) Machine Learning
4 27 (38.03%) Analytics
5 20 (28.17%) Physics
6 18 (25.35%) Multithreading
7 16 (22.54%) Predictive Modelling
8 15 (21.13%) OO
8 15 (21.13%) Statistical Analysis
9 14 (19.72%) Deep Learning
9 14 (19.72%) Software Engineering
10 13 (18.31%) Bayesian Methods
11 12 (16.90%) Computer Vision
12 11 (15.49%) OOP
13 10 (14.08%) Agile Software Development
13 10 (14.08%) Artificial Intelligence
13 10 (14.08%) Time Series Analysis
14 8 (11.27%) Data Analytics
14 8 (11.27%) Price Optimisation
14 8 (11.27%) Risk Management
Programming Languages
1 51 (71.83%) Python
2 30 (42.25%) R
3 28 (39.44%) C++
4 21 (29.58%) C
4 21 (29.58%) SQL
5 16 (22.54%) C#
6 12 (16.90%) Java
7 9 (12.68%) MATLAB
8 6 (8.45%) Scala
9 4 (5.63%) Embedded C
10 3 (4.23%) JavaScript
11 2 (2.82%) Embedded C++
11 2 (2.82%) GLSL
11 2 (2.82%) HLSL
12 1 (1.41%) Delphi
12 1 (1.41%) Fortran
12 1 (1.41%) Pascal
12 1 (1.41%) VB
12 1 (1.41%) VBA
Qualifications
1 48 (67.61%) Degree
2 14 (19.72%) PhD
3 12 (16.90%) Master's Degree
4 10 (14.08%) Computer Science Degree
5 5 (7.04%) Numerate Degree
6 4 (5.63%) Postgraduate
Quality Assurance & Compliance
1 2 (2.82%) MISRA
System Software
1 1 (1.41%) Apache Flume
Vendors
1 10 (14.08%) Microsoft
2 4 (5.63%) Oracle
3 1 (1.41%) Alteryx
3 1 (1.41%) ANSYS
3 1 (1.41%) Google
3 1 (1.41%) Informatica
3 1 (1.41%) MicroStrategy
3 1 (1.41%) Tableau