The table below looks at the statistics for Numerical Analysis skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Numerical Analysis over the 3 months to 11 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
11 Dec 2016
Same period 2015 Same period 2014
Numerical Analysis
Rank 597 655 657
Rank change year-on-year
+58 +2
Permanent jobs citing Numerical Analysis 5 9 8
As % of all permanent IT jobs located in London 0.014% 0.021% 0.018%
As % of the Processes & Methodologies category 0.016% 0.024% 0.021%
Number of salaries quoted 4 9 7
Median salary £95,000 £90,000 £35,000
Median salary % change year-on-year
+5.55% +157.14%
UK excluding London median salary - £42,500 £40,000
% change year-on-year
- +6.25%
Numerical Analysis
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the London region.

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
31364 38142 38710
As % of all permanent IT jobs located in London 89.06% 88.28% 86.23%
Number of salaries quoted 26567 32224 32689
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £39,250 £38,510 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Numerical Analysis
Jobs Demand Trend in London

The demand trend of job ads across the London region citing Numerical Analysis as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Numerical Analysis Jobs Demand Trend in London

Numerical Analysis
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Numerical Analysis across the London region.

Numerical Analysis Salary Trend in London

Numerical Analysis
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Numerical Analysis across the London region over the 3 months to 11 December 2016.

Numerical Analysis Salary Histogram in London

Numerical Analysis
Top 30 Related IT Skills in London

For the 6 months to 11 December 2016, IT jobs citing Numerical Analysis 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 Numerical Analysis.

1 14 (73.68%) Finance
2 13 (68.42%) Degree
3 11 (57.89%) Stochastic Calculus
4 10 (52.63%) Physics
4 10 (52.63%) Statistical Analysis
4 10 (52.63%) Risk Management
4 10 (52.63%) C++
5 9 (47.37%) Python
5 9 (47.37%) Front Office
5 9 (47.37%) Statistics
5 9 (47.37%) Analytics
6 8 (42.11%) Time Series Analysis
6 8 (42.11%) Analytical Skills
7 7 (36.84%) Foreign Exchange (FX)
7 7 (36.84%) STL
7 7 (36.84%) QA
7 7 (36.84%) Boost C++ Libraries
8 6 (31.58%) R
9 5 (26.32%) Prototyping
9 5 (26.32%) Rapid Prototyping
9 5 (26.32%) Java
9 5 (26.32%) MATLAB
9 5 (26.32%) Derivative
9 5 (26.32%) Marketing
10 4 (21.05%) Spreadsheet
10 4 (21.05%) Computer Science
10 4 (21.05%) Product Marketing
10 4 (21.05%) Presales
11 3 (15.79%) Fintech
11 3 (15.79%) Algorithms

Numerical Analysis
Top Related 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 1 (5.26%) Apache Pig
1 1 (5.26%) SAS
Applications
1 4 (21.05%) Spreadsheet
2 2 (10.53%) MS Excel
2 2 (10.53%) SPSS
Cloud Services
1 3 (15.79%) Cloud Computing
Communications & Networking
1 1 (5.26%) Firewall
1 1 (5.26%) VPN
Database & Business Intelligence
1 1 (5.26%) Mahout
1 1 (5.26%) Relational Database
1 1 (5.26%) SQL Server
Development Applications
1 3 (15.79%) Git (software)
2 1 (5.26%) Jenkins
General
1 14 (73.68%) Finance
2 9 (47.37%) Front Office
3 5 (26.32%) Marketing
4 3 (15.79%) Telecoms
5 2 (10.53%) Banking
5 2 (10.53%) Investment Banking
6 1 (5.26%) Games
6 1 (5.26%) Retail
Job Titles
1 12 (63.16%) Developer
2 11 (57.89%) Quantitative Developer
3 8 (42.11%) C++ Developer
4 7 (36.84%) C++ Quantitative Developer
5 5 (26.32%) Product Manager
6 2 (10.53%) C# Developer
6 2 (10.53%) C# Quant Developer
6 2 (10.53%) C++/C# Developer
6 2 (10.53%) Junior
6 2 (10.53%) Junior Developer
6 2 (10.53%) Junior Quantitative Developer
6 2 (10.53%) Python Developer
7 1 (5.26%) Data Scientist
7 1 (5.26%) Pricing Analyst
7 1 (5.26%) Qualitative Analyst
7 1 (5.26%) Quantitative Risk Analyst
7 1 (5.26%) Security Manager
7 1 (5.26%) Security Product Manager
7 1 (5.26%) Senior Data Scientist
7 1 (5.26%) Senior Product Manager
Libraries, Frameworks & Software Standards
1 7 (36.84%) Boost C++ Libraries
1 7 (36.84%) STL
2 3 (15.79%) XML
3 2 (10.53%) NumPy
3 2 (10.53%) Pandas
3 2 (10.53%) SciPy
4 1 (5.26%) .NET
4 1 (5.26%) .NET Framework
4 1 (5.26%) D3.js
4 1 (5.26%) Qt
Miscellaneous
1 10 (52.63%) Physics
2 9 (47.37%) Statistics
3 8 (42.11%) Analytical Skills
4 7 (36.84%) Foreign Exchange (FX)
5 5 (26.32%) Derivative
6 4 (21.05%) Computer Science
7 3 (15.79%) Algorithms
7 3 (15.79%) Fintech
7 3 (15.79%) Hedge funds
7 3 (15.79%) Swaptions
8 2 (10.53%) Data Centre
8 2 (10.53%) Equities
8 2 (10.53%) Market Risk
8 2 (10.53%) Mathematics
9 1 (5.26%) Data Extraction
9 1 (5.26%) Distributed Denial-of-Service
9 1 (5.26%) Visualisation
9 1 (5.26%) Wiki
Operating Systems
1 1 (5.26%) Linux
Processes & Methodologies
1 11 (57.89%) Stochastic Calculus
2 10 (52.63%) Risk Management
2 10 (52.63%) Statistical Analysis
3 9 (47.37%) Analytics
4 8 (42.11%) Time Series Analysis
5 5 (26.32%) Prototyping
5 5 (26.32%) Rapid Prototyping
6 4 (21.05%) Presales
6 4 (21.05%) Product Marketing
7 3 (15.79%) Market Research
7 3 (15.79%) OO
7 3 (15.79%) Product Management
7 3 (15.79%) Strategic Planning
8 2 (10.53%) Complexity Analysis
8 2 (10.53%) Creative Problem-Solving
8 2 (10.53%) Monte Carlo Method
8 2 (10.53%) Multithreading
8 2 (10.53%) OOP
8 2 (10.53%) Quantitative Finance
8 2 (10.53%) Validation
Programming Languages
1 10 (52.63%) C++
2 9 (47.37%) Python
3 6 (31.58%) R
4 5 (26.32%) Java
4 5 (26.32%) MATLAB
5 3 (15.79%) C#
6 1 (5.26%) SQL
6 1 (5.26%) VB.NET
Qualifications
1 13 (68.42%) Degree
2 3 (15.79%) PhD
3 1 (5.26%) CISSP
3 1 (5.26%) Security Cleared
Quality Assurance & Compliance
1 7 (36.84%) QA
System Software
1 1 (5.26%) VMware Infrastructure
1 1 (5.26%) Xen
Vendors
1 1 (5.26%) Cognizant
1 1 (5.26%) Microsoft
1 1 (5.26%) Oracle
1 1 (5.26%) SunGard
1 1 (5.26%) Tableau
1 1 (5.26%) Teradata
1 1 (5.26%) VMware