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

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Numerical Analysis
Rank 849 920 928
Rank change year-on-year
+71 +8
Permanent jobs citing Numerical Analysis 7 10 33
As % of all permanent IT jobs located in England 0.008% 0.010% 0.031%
As % of the Processes & Methodologies category 0.009% 0.011% 0.036%
Number of salaries quoted 4 10 25
Median salary £95,000 £90,000 £40,000
Median salary % change year-on-year
+5.55% +125.00%
90% offered a salary of more than £79,500 £42,500 £35,000
10% offered a salary of more than £100,000 £135,000 £52,000
UK excluding London median salary - £42,500 £40,000
% change year-on-year
- +6.25%
Numerical Analysis
UK

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

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
73867 87895 92411
As % of all permanent IT jobs located in England 88.10% 87.44% 85.64%
Number of salaries quoted 61430 73388 76565
Median salary £50,000 £50,000 £49,500
Median salary % change year-on-year
- +1.01%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Numerical Analysis
Jobs Demand Trend in England

The demand trend of job ads across the England 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 England

Numerical Analysis
Salary Trend in England

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

Numerical Analysis Salary Trend in England

Numerical Analysis
Salary Histogram in England

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

Numerical Analysis Salary Histogram in England

Numerical Analysis
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Numerical Analysis within the England region over the 3 months to 3 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +65 5 £95,000 -
North West - 2 - -
Numerical Analysis
UK

Numerical Analysis
Top 30 Related IT Skills in England

For the 6 months to 3 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 England region with a requirement for Numerical Analysis.

1 14 (63.64%) Finance
1 14 (63.64%) Degree
2 12 (54.55%) C++
2 12 (54.55%) Physics
3 11 (50.00%) Stochastic Calculus
3 11 (50.00%) Python
3 11 (50.00%) Statistics
4 10 (45.45%) Statistical Analysis
4 10 (45.45%) Risk Management
4 10 (45.45%) Analytical Skills
5 9 (40.91%) Analytics
5 9 (40.91%) Front Office
6 8 (36.36%) R
6 8 (36.36%) Time Series Analysis
7 7 (31.82%) Boost C++ Libraries
7 7 (31.82%) Computer Science
7 7 (31.82%) QA
7 7 (31.82%) Foreign Exchange (FX)
7 7 (31.82%) Java
7 7 (31.82%) STL
8 6 (27.27%) Marketing
9 5 (22.73%) Derivative
9 5 (22.73%) C#
9 5 (22.73%) PhD
9 5 (22.73%) MATLAB
9 5 (22.73%) Product Marketing
9 5 (22.73%) Rapid Prototyping
9 5 (22.73%) Spreadsheet
9 5 (22.73%) Prototyping
10 4 (18.18%) Presales

Numerical Analysis
Top Related 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 3 (13.64%) SAS
2 1 (4.55%) Apache Pig
Applications
1 5 (22.73%) Spreadsheet
2 2 (9.09%) MS Excel
2 2 (9.09%) SPSS
Cloud Services
1 4 (18.18%) Cloud Computing
Communications & Networking
1 1 (4.55%) Firewall
1 1 (4.55%) VPN
Database & Business Intelligence
1 2 (9.09%) Data Mining
2 1 (4.55%) Mahout
2 1 (4.55%) Relational Database
2 1 (4.55%) SQL Server
Development Applications
1 3 (13.64%) Git (software)
2 1 (4.55%) Jenkins
General
1 14 (63.64%) Finance
2 9 (40.91%) Front Office
3 6 (27.27%) Marketing
4 4 (18.18%) Telecoms
5 2 (9.09%) Banking
5 2 (9.09%) Investment Banking
6 1 (4.55%) Games
6 1 (4.55%) Retail
Job Titles
1 12 (54.55%) Developer
2 11 (50.00%) Quantitative Developer
3 8 (36.36%) C++ Developer
4 7 (31.82%) C++ Quantitative Developer
5 6 (27.27%) Product Manager
6 3 (13.64%) Data Scientist
7 2 (9.09%) C# Developer
7 2 (9.09%) C# Quant Developer
7 2 (9.09%) C++/C# Developer
7 2 (9.09%) Junior
7 2 (9.09%) Junior Developer
7 2 (9.09%) Junior Quantitative Developer
7 2 (9.09%) Python Developer
8 1 (4.55%) Analyst
8 1 (4.55%) Quantitative Analyst
8 1 (4.55%) Security Manager
8 1 (4.55%) Senior Data Scientist
8 1 (4.55%) Senior Manager
8 1 (4.55%) Senior Product Manager
8 1 (4.55%) Software Developer
Libraries, Frameworks & Software Standards
1 7 (31.82%) Boost C++ Libraries
1 7 (31.82%) STL
2 3 (13.64%) XML
3 2 (9.09%) NumPy
3 2 (9.09%) Pandas
3 2 (9.09%) SciPy
4 1 (4.55%) .NET
4 1 (4.55%) .NET Framework
4 1 (4.55%) D3.js
4 1 (4.55%) Qt
Miscellaneous
1 12 (54.55%) Physics
2 11 (50.00%) Statistics
3 10 (45.45%) Analytical Skills
4 7 (31.82%) Computer Science
4 7 (31.82%) Foreign Exchange (FX)
5 5 (22.73%) Derivative
6 3 (13.64%) Algorithms
6 3 (13.64%) Data Centre
6 3 (13.64%) Fintech
6 3 (13.64%) Hedge funds
6 3 (13.64%) Swaptions
6 3 (13.64%) Visualisation
7 2 (9.09%) Artificial Intelligence
7 2 (9.09%) Equities
7 2 (9.09%) Market Risk
7 2 (9.09%) Mathematics
8 1 (4.55%) Data Extraction
8 1 (4.55%) Distributed Denial-of-Service
8 1 (4.55%) Wiki
Operating Systems
1 3 (13.64%) Linux
2 2 (9.09%) Unix
Processes & Methodologies
1 11 (50.00%) Stochastic Calculus
2 10 (45.45%) Risk Management
2 10 (45.45%) Statistical Analysis
3 9 (40.91%) Analytics
4 8 (36.36%) Time Series Analysis
5 5 (22.73%) Product Marketing
5 5 (22.73%) Prototyping
5 5 (22.73%) Rapid Prototyping
6 4 (18.18%) Creative Problem-Solving
6 4 (18.18%) Market Research
6 4 (18.18%) Presales
6 4 (18.18%) Product Management
6 4 (18.18%) Strategic Planning
6 4 (18.18%) Validation
7 3 (13.64%) Data Analysis
7 3 (13.64%) OO
7 3 (13.64%) Predictive Modelling
8 2 (9.09%) Functional Programming
8 2 (9.09%) Monte Carlo Method
8 2 (9.09%) Time Series Forecasting
Programming Languages
1 12 (54.55%) C++
2 11 (50.00%) Python
3 8 (36.36%) R
4 7 (31.82%) Java
5 5 (22.73%) C#
5 5 (22.73%) MATLAB
6 3 (13.64%) SQL
7 1 (4.55%) VB.NET
Qualifications
1 14 (63.64%) Degree
2 5 (22.73%) PhD
3 1 (4.55%) CISSP
3 1 (4.55%) Security Cleared
Quality Assurance & Compliance
1 7 (31.82%) QA
System Software
1 1 (4.55%) VMware Infrastructure
1 1 (4.55%) Xen
Vendors
1 1 (4.55%) Cognizant
1 1 (4.55%) Microsoft
1 1 (4.55%) Oracle
1 1 (4.55%) SunGard
1 1 (4.55%) Tableau
1 1 (4.55%) Teradata
1 1 (4.55%) VMware
Bristol, Avon
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