The table below looks at the statistics for Numerical Analysis skills in IT jobs advertised across the UK. 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 872 947 950
Rank change year-on-year
+75 +3
Permanent jobs citing Numerical Analysis 7 15 28
As % of all permanent IT jobs located in the UK 0.008% 0.014% 0.025%
As % of the Processes & Methodologies category 0.009% 0.016% 0.029%
Number of salaries quoted 4 13 21
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 £55,000
UK excluding London median salary - £42,500 £40,000
% change year-on-year
- +6.25%

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

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
78959 92614 97304
As % of all permanent IT jobs located in the UK 88.07% 87.58% 85.70%
Number of salaries quoted 65112 76492 80079
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,500 £31,000
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

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

Numerical Analysis Jobs Demand Trend in the UK

Numerical Analysis
Salary Trend

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

Numerical Analysis Salary Trend in the UK

Numerical Analysis
Salary Histogram

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

Numerical Analysis Salary Histogram in the UK

Numerical Analysis
Top 4 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Numerical Analysis within the UK over the 3 months to 11 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
England +61 7 £95,000 +5.55%
London +58 5 £95,000 +5.55%
Manchester - 2 - -
North West - 2 - -

Numerical Analysis
Top 30 Related IT Skills

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 with a requirement for Numerical Analysis.

1 16 (66.67%) Degree
2 15 (62.50%) C++
3 14 (58.33%) Finance
4 12 (50.00%) Physics
5 11 (45.83%) Statistics
5 11 (45.83%) Stochastic Calculus
5 11 (45.83%) Python
6 10 (41.67%) Risk Management
6 10 (41.67%) Statistical Analysis
6 10 (41.67%) Analytical Skills
7 9 (37.50%) Analytics
7 9 (37.50%) Front Office
8 8 (33.33%) C#
8 8 (33.33%) R
8 8 (33.33%) Time Series Analysis
9 7 (29.17%) Boost C++ Libraries
9 7 (29.17%) QA
9 7 (29.17%) STL
9 7 (29.17%) Java
9 7 (29.17%) Foreign Exchange (FX)
10 6 (25.00%) OO
10 6 (25.00%) Computer Science
10 6 (25.00%) Visualisation
11 5 (20.83%) Rapid Prototyping
11 5 (20.83%) Derivative
11 5 (20.83%) Marketing
11 5 (20.83%) MATLAB
11 5 (20.83%) PhD
11 5 (20.83%) Prototyping
12 4 (16.67%) Presales

Numerical Analysis
Top Related IT Skills 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 (12.50%) SAS
2 1 (4.17%) Apache Pig
Applications
1 4 (16.67%) MS Excel
1 4 (16.67%) Spreadsheet
2 2 (8.33%) SPSS
Cloud Services
1 3 (12.50%) Cloud Computing
Communications & Networking
1 3 (12.50%) Ethernet
2 1 (4.17%) Firewall
2 1 (4.17%) RS-232
2 1 (4.17%) VPN
Database & Business Intelligence
1 2 (8.33%) Data Mining
2 1 (4.17%) Mahout
2 1 (4.17%) Relational Database
2 1 (4.17%) SQL Server
Development Applications
1 3 (12.50%) Git (software)
2 1 (4.17%) Jenkins
General
1 14 (58.33%) Finance
2 9 (37.50%) Front Office
3 5 (20.83%) Marketing
4 3 (12.50%) Telecoms
5 2 (8.33%) Banking
5 2 (8.33%) Investment Banking
6 1 (4.17%) Electronics
6 1 (4.17%) Games
6 1 (4.17%) Retail
Job Titles
1 12 (50.00%) Developer
2 11 (45.83%) Quantitative Developer
3 8 (33.33%) C++ Developer
4 7 (29.17%) C++ Quantitative Developer
5 5 (20.83%) Product Manager
6 3 (12.50%) C# Software Engineer
6 3 (12.50%) C++ Software Engineer
6 3 (12.50%) Data Scientist
6 3 (12.50%) Delphi Software Engineer
6 3 (12.50%) Software Engineer
7 2 (8.33%) C# Developer
7 2 (8.33%) C# Quant Developer
7 2 (8.33%) C++/C# Developer
7 2 (8.33%) Junior
7 2 (8.33%) Junior Developer
7 2 (8.33%) Junior Quantitative Developer
7 2 (8.33%) Python Developer
7 2 (8.33%) UI Engineer
7 2 (8.33%) Windows Engineer
8 1 (4.17%) Embedded Software Engineer
Libraries, Frameworks & Software Standards
1 7 (29.17%) Boost C++ Libraries
1 7 (29.17%) STL
2 3 (12.50%) XML
3 2 (8.33%) NumPy
3 2 (8.33%) Pandas
3 2 (8.33%) SciPy
4 1 (4.17%) .NET
4 1 (4.17%) .NET Framework
4 1 (4.17%) D3.js
4 1 (4.17%) Qt
Miscellaneous
1 12 (50.00%) Physics
2 11 (45.83%) Statistics
3 10 (41.67%) Analytical Skills
4 7 (29.17%) Foreign Exchange (FX)
5 6 (25.00%) Computer Science
5 6 (25.00%) Visualisation
6 5 (20.83%) Derivative
7 3 (12.50%) Algorithms
7 3 (12.50%) Fintech
7 3 (12.50%) Hedge funds
7 3 (12.50%) Swaptions
8 2 (8.33%) Artificial Intelligence
8 2 (8.33%) Data Centre
8 2 (8.33%) Equities
8 2 (8.33%) Market Risk
8 2 (8.33%) Mathematics
9 1 (4.17%) Data Extraction
9 1 (4.17%) Distributed Denial-of-Service
9 1 (4.17%) Field-Programmable Gate Array
9 1 (4.17%) Wiki
Operating Systems
1 3 (12.50%) Linux
1 3 (12.50%) Windows
2 2 (8.33%) Unix
Processes & Methodologies
1 11 (45.83%) Stochastic Calculus
2 10 (41.67%) Risk Management
2 10 (41.67%) Statistical Analysis
3 9 (37.50%) Analytics
4 8 (33.33%) Time Series Analysis
5 6 (25.00%) OO
6 5 (20.83%) Prototyping
6 5 (20.83%) Rapid Prototyping
7 4 (16.67%) Creative Problem-Solving
7 4 (16.67%) OOD
7 4 (16.67%) Presales
7 4 (16.67%) Product Marketing
7 4 (16.67%) Validation
8 3 (12.50%) Data Analysis
8 3 (12.50%) Data Visualisation
8 3 (12.50%) Market Research
8 3 (12.50%) Predictive Modelling
8 3 (12.50%) Product Management
8 3 (12.50%) Software Engineering
8 3 (12.50%) Strategic Planning
Programming Languages
1 15 (62.50%) C++
2 11 (45.83%) Python
3 8 (33.33%) C#
3 8 (33.33%) R
4 7 (29.17%) Java
5 5 (20.83%) MATLAB
6 3 (12.50%) Delphi
6 3 (12.50%) SQL
7 1 (4.17%) VB.NET
Qualifications
1 16 (66.67%) Degree
2 5 (20.83%) PhD
3 1 (4.17%) CISSP
3 1 (4.17%) Security Cleared
Quality Assurance & Compliance
1 7 (29.17%) QA
System Software
1 2 (8.33%) Firmware
2 1 (4.17%) VMware Infrastructure
2 1 (4.17%) Xen
Vendors
1 3 (12.50%) Microsoft
2 1 (4.17%) Cognizant
2 1 (4.17%) Oracle
2 1 (4.17%) SunGard
2 1 (4.17%) Tableau
2 1 (4.17%) Teradata
2 1 (4.17%) VMware