Period
to 17 November 2017

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Numerical Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Numerical Analysis over the 6 months to 17 November 2017 with a comparison to the same period in the previous 2 years.

Numerical Analysis
UK > England
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 1132 1189 1249
Rank change year-on-year +57 +60 -24
Permanent jobs citing Numerical Analysis 19 23 29
As % of all permanent IT jobs advertised in England 0.011% 0.013% 0.014%
As % of the Processes & Methodologies category 0.013% 0.014% 0.016%
Number of salaries quoted 17 16 24
England median annual salary £45,000 £87,500 £60,000
Median salary % change year-on-year -48.57% +45.83% +50.00%
10th Percentile £34,550 £42,500 £27,500
90th Percentile £77,000 £117,500 £95,000
UK median annual salary £45,000 £67,500 £60,000
% change year-on-year -33.33% +12.50% +50.00%

Numerical Analysis 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 151850 160342 182990
As % of all permanent IT jobs advertised in England 89.91% 89.36% 88.71%
Number of salaries quoted 120745 134485 152252
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 £49,000 £47,500
% change year-on-year +2.04% +3.16% +5.56%

Numerical Analysis
Job Vacancy Trend in England

Job postings citing Numerical Analysis as a percentage of all IT jobs advertised in England.

Job vacancy trend for Numerical Analysis 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 in England.

Salary trend for Numerical Analysis in England

Numerical Analysis
Salary Histogram in England

The salary distribution of IT jobs citing Numerical Analysis in England over the 6 months to 17 November 2017.

Salary histogram for Numerical Analysis 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 6 months to 17 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 +13 16 £51,250 -43.06% 1
South East +39 1 £45,000 -18.18%
West Midlands - 1 £37,500 -
East of England - 1 £42,500 -
Midlands - 1 £37,500 -
Numerical Analysis
UK

For the 6 months to 17 November 2017, 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 10 (52.63%) Statistics
2 9 (47.37%) Analytical Skills
3 8 (42.11%) Mathematics
3 8 (42.11%) Computer Science
3 8 (42.11%) Python
3 8 (42.11%) Finance
4 7 (36.84%) C++
4 7 (36.84%) Java
4 7 (36.84%) Analytics
5 6 (31.58%) Machine Learning
5 6 (31.58%) Big Data
5 6 (31.58%) Business Intelligence
5 6 (31.58%) Physics
6 5 (26.32%) Hadoop
6 5 (26.32%) Asset Management
6 5 (26.32%) R
6 5 (26.32%) Apache Spark
6 5 (26.32%) Algorithms
7 4 (21.05%) MongoDB
7 4 (21.05%) AngularJS
7 4 (21.05%) MATLAB
7 4 (21.05%) Oracle
7 4 (21.05%) PhD
7 4 (21.05%) Retail
7 4 (21.05%) Degree
8 3 (15.79%) JIRA
8 3 (15.79%) FMCG
8 3 (15.79%) Mathematica
8 3 (15.79%) Subversion
8 3 (15.79%) Spring

Numerical Analysis
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 5 (26.32%) Apache Spark
2 3 (15.79%) Apache
2 3 (15.79%) Oracle SOA Suite
2 3 (15.79%) SAS
Applications
1 3 (15.79%) Mathematica
1 3 (15.79%) SPSS
2 2 (10.53%) Microsoft Excel
2 2 (10.53%) Microsoft Office
3 1 (5.26%) Microsoft PowerPoint
Cloud Services
1 3 (15.79%) GitHub
Database & Business Intelligence
1 6 (31.58%) Big Data
2 5 (26.32%) Hadoop
3 4 (21.05%) MongoDB
4 3 (15.79%) Oracle Reports
4 3 (15.79%) RDBMS
4 3 (15.79%) Relational Database
5 2 (10.53%) Data Warehouse
Development Applications
1 3 (15.79%) JIRA
1 3 (15.79%) Subversion
General
1 8 (42.11%) Finance
2 4 (21.05%) Retail
3 3 (15.79%) Legal
4 1 (5.26%) Advertising
4 1 (5.26%) Front Office
4 1 (5.26%) Games
4 1 (5.26%) Marketing
Job Titles
1 6 (31.58%) Data Scientist
2 5 (26.32%) Developer
3 4 (21.05%) Java Developer
4 3 (15.79%) Software Engineer
5 2 (10.53%) Junior
5 2 (10.53%) Junior Developer
5 2 (10.53%) Junior Java Developer
5 2 (10.53%) Service Manager
6 1 (5.26%) Analyst
6 1 (5.26%) Client Director
6 1 (5.26%) Data Analyst
6 1 (5.26%) Insight Director
6 1 (5.26%) Platform Manager
6 1 (5.26%) Quantitative Developer
Libraries, Frameworks & Software Standards
1 4 (21.05%) AngularJS
2 3 (15.79%) Apache Camel
2 3 (15.79%) HTML
2 3 (15.79%) HTML5
2 3 (15.79%) JAX-RS
2 3 (15.79%) RESTful
2 3 (15.79%) Spring
3 1 (5.26%) Angular 2
3 1 (5.26%) Keras
3 1 (5.26%) NumPy
3 1 (5.26%) Pandas
3 1 (5.26%) REST
3 1 (5.26%) scikit-learn
3 1 (5.26%) SciPy
3 1 (5.26%) Web Services
Miscellaneous
1 9 (47.37%) Analytical Skills
2 8 (42.11%) Computer Science
3 5 (26.32%) Algorithms
4 3 (15.79%) FMCG
Operating Systems
1 3 (15.79%) Linux
2 1 (5.26%) Unix
Processes & Methodologies
1 10 (52.63%) Statistics
2 8 (42.11%) Mathematics
3 7 (36.84%) Analytics
4 6 (31.58%) Business Intelligence
4 6 (31.58%) Machine Learning
4 6 (31.58%) Physics
5 5 (26.32%) Asset Management
6 3 (15.79%) Actionable Insight
6 3 (15.79%) Automated Trading
6 3 (15.79%) BDD
6 3 (15.79%) Data Analytics
6 3 (15.79%) SOA
6 3 (15.79%) Software Engineering
6 3 (15.79%) SOLID
6 3 (15.79%) Statistical Modelling
7 2 (10.53%) Bayesian Methods
7 2 (10.53%) ITIL
7 2 (10.53%) Matrix Management
7 2 (10.53%) Stakeholder and Relationship Management
7 2 (10.53%) Supplier Management
Programming Languages
1 8 (42.11%) Python
2 7 (36.84%) C++
2 7 (36.84%) Java
3 5 (26.32%) R
4 4 (21.05%) MATLAB
5 3 (15.79%) C
5 3 (15.79%) Fortran
5 3 (15.79%) SQL
6 1 (5.26%) Julia
Qualifications
1 4 (21.05%) Degree
1 4 (21.05%) PhD
2 3 (15.79%) Computer Science Degree
3 1 (5.26%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 1 (5.26%) QA
1 1 (5.26%) SLA
Vendors
1 4 (21.05%) Oracle
2 3 (15.79%) Microsoft