The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire with a requirement for Statistical Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistical Modelling over the 3 months to 28 June 2017 with a comparison to the same period in the previous 2 years.

Statistical Modelling
East of England / Cambridgeshire
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 130 125 131
Rank change year-on-year -5 +6  
Permanent jobs citing Statistical Modelling 8 2 4
As % of all permanent IT jobs advertised in Cambridgeshire 0.42% 0.11% 0.19%
As % of the Processes & Methodologies category 0.47% 0.12% 0.22%
Number of salaries quoted 4 1 4
Median salary £57,500 £65,500 £50,000
Median salary % change year-on-year -12.21% +31.00%  
90% offered a salary of more than £37,625 £65,250 £42,500
10% offered a salary of more than £72,000 £65,750 £59,250
UK excluding London median salary £44,000 £45,000 £45,000
% change year-on-year -2.22% -  

Statistical Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridgeshire with a requirement for process and methodology skills.

Process & Methodology Skills
Cambridgeshire
Permanent job vacancies with a requirement for process and methodology skills 1691 1666 1830
As % of all permanent IT job vacancies advertised in Cambridgeshire 88.26% 88.66% 85.04%
Number of salaries quoted 5974 5070 5893
Median salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% -  
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £72,500 £61,250 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Statistical Modelling
Job Vacancy Trend in Cambridgeshire

Job postings citing Statistical Modelling as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Statistical Modelling in Cambridgeshire

Statistical Modelling
Salary Trend in Cambridgeshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Statistical Modelling in Cambridgeshire.

Salary trend for Statistical Modelling in Cambridgeshire

Statistical Modelling
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Statistical Modelling in Cambridgeshire over the 3 months to 28 June 2017.

Salary histogram for Statistical Modelling in Cambridgeshire

Statistical Modelling
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistical Modelling within the Cambridgeshire region over the 3 months to 28 June 2017. 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 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
Cambridge -2 8 £57,500 -12.21% 1
Statistical Modelling
East of England

For the 6 months to 28 June 2017, IT jobs citing Statistical Modelling 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 Cambridgeshire region with a requirement for Statistical Modelling.

1 7 (87.50%) Python
1 7 (87.50%) Mathematics
1 7 (87.50%) Statistics
1 7 (87.50%) Machine Learning
2 5 (62.50%) Bayesian Methods
2 5 (62.50%) Java
3 4 (50.00%) Analytical Skills
3 4 (50.00%) Degree
4 3 (37.50%) Algorithms
5 2 (25.00%) Analytics
5 2 (25.00%) Data Analytics
5 2 (25.00%) Natural Language Processing
5 2 (25.00%) C++
5 2 (25.00%) Data Mining
5 2 (25.00%) Computer Science
5 2 (25.00%) Linux
5 2 (25.00%) Software Engineering
6 1 (12.50%) Ruby
6 1 (12.50%) OO
6 1 (12.50%) Microsoft Excel
6 1 (12.50%) PhD
6 1 (12.50%) E-Commerce
6 1 (12.50%) OOD
6 1 (12.50%) DNN
6 1 (12.50%) Oracle BI EE
6 1 (12.50%) Lattice Semiconductor
6 1 (12.50%) Boost C++ Libraries
6 1 (12.50%) Amazon AWS
6 1 (12.50%) Predictive Modelling
6 1 (12.50%) Regression Analysis

Statistical Modelling
Co-occurring IT Skills in Cambridgeshire 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 (12.50%) DNN
Applications
1 1 (12.50%) Microsoft Excel
Cloud Services
1 1 (12.50%) Amazon AWS
Database & Business Intelligence
1 2 (25.00%) Data Mining
2 1 (12.50%) Big Data
2 1 (12.50%) Oracle BI EE
General
1 1 (12.50%) Finance
1 1 (12.50%) Games
1 1 (12.50%) Retail
Job Titles
1 5 (62.50%) Data Scientist
1 5 (62.50%) Graduate
2 1 (12.50%) Analytics Manager
2 1 (12.50%) Data Analytics Manager
2 1 (12.50%) Data Manager
2 1 (12.50%) Developer
2 1 (12.50%) Software Developer
Libraries, Frameworks & Software Standards
1 2 (25.00%) Natural Language Processing
2 1 (12.50%) Boost C++ Libraries
2 1 (12.50%) STL
2 1 (12.50%) Theano
2 1 (12.50%) Torch
Miscellaneous
1 4 (50.00%) Analytical Skills
2 3 (37.50%) Algorithms
3 2 (25.00%) Computer Science
4 1 (12.50%) Data Structures
Operating Systems
1 2 (25.00%) Linux
2 1 (12.50%) Unix
Processes & Methodologies
1 7 (87.50%) Machine Learning
1 7 (87.50%) Mathematics
1 7 (87.50%) Statistics
2 5 (62.50%) Bayesian Methods
3 2 (25.00%) Analytics
3 2 (25.00%) Data Analytics
3 2 (25.00%) Software Engineering
4 1 (12.50%) Agile Software Development
4 1 (12.50%) Behavioural Analytics
4 1 (12.50%) Complexity Analysis
4 1 (12.50%) Data Acquisition
4 1 (12.50%) Data Analysis
4 1 (12.50%) Data Strategy
4 1 (12.50%) E-Commerce
4 1 (12.50%) Linear Algebra
4 1 (12.50%) OO
4 1 (12.50%) OOD
4 1 (12.50%) Predictive Modelling
4 1 (12.50%) Regression Analysis
4 1 (12.50%) SDLC
Programming Languages
1 7 (87.50%) Python
2 5 (62.50%) Java
3 2 (25.00%) C++
4 1 (12.50%) C
4 1 (12.50%) Perl
4 1 (12.50%) R
4 1 (12.50%) Ruby
4 1 (12.50%) SQL
4 1 (12.50%) VBA
Qualifications
1 4 (50.00%) Degree
2 1 (12.50%) Computer Science Degree
2 1 (12.50%) Master's Degree
2 1 (12.50%) Numerate Degree
2 1 (12.50%) PhD
Vendors
1 1 (12.50%) Lattice Semiconductor
Cambridge, Cambridgeshire
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