Period
to 27 July 2017

The following table provides summary statistics for permanent job vacancies advertised in Cambridge 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 6 months to 27 July 2017 with a comparison to the same period in the previous 2 years.

Statistical Modelling
Cambridgeshire > Cambridge
6 months to
27 Jul 2017
Same period 2016 Same period 2015
Rank 157 156 159
Rank change year-on-year -1 +3 +15
Permanent jobs citing Statistical Modelling 10 2 5
As % of all permanent IT jobs advertised in Cambridge 0.37% 0.078% 0.17%
As % of the Processes & Methodologies category 0.41% 0.088% 0.20%
Number of salaries quoted 5 2 5
Cambridge median annual salary £55,000 £57,750 £50,000
Median salary % change year-on-year -4.76% +15.50% +81.82%
10th Percentile £31,250 £44,775 £42,500
90th Percentile £71,000 £64,925 £59,000
Cambridgeshire median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +81.82%

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 Cambridge with a requirement for process and methodology skills.

Process & Methodology Skills
Cambridge
Permanent job vacancies with a requirement for process and methodology skills 2452 2276 2475
As % of all permanent IT job vacancies advertised in Cambridge 90.01% 89.22% 86.03%
Number of salaries quoted 1846 1818 2081
Cambridge median annual salary £45,000 £45,000 £43,750
Median salary % change year-on-year - +2.86% +9.38%
10th Percentile £28,000 £27,500 £27,500
90th Percentile £71,250 £66,250 £60,000
Cambridgeshire median annual salary £45,000 £45,000 £44,485
% change year-on-year - +1.16% +9.84%

Statistical Modelling
Job Vacancy Trend in Cambridge

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

Job vacancy trend for Statistical Modelling in Cambridge

Statistical Modelling
Salary Trend in Cambridge

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

Salary trend for Statistical Modelling in Cambridge

Statistical Modelling
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Statistical Modelling in Cambridge over the 6 months to 27 July 2017.

Salary histogram for Statistical Modelling in Cambridge

For the 6 months to 27 July 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 Cambridge region with a requirement for Statistical Modelling.

1 9 (90.00%) Python
1 9 (90.00%) Mathematics
1 9 (90.00%) Statistics
1 9 (90.00%) Machine Learning
2 7 (70.00%) Bayesian Methods
2 7 (70.00%) Java
3 5 (50.00%) Analytical Skills
3 5 (50.00%) Degree
4 4 (40.00%) Algorithms
5 3 (30.00%) Analytics
5 3 (30.00%) Data Analytics
6 2 (20.00%) Big Data
6 2 (20.00%) R
6 2 (20.00%) Natural Language Processing
6 2 (20.00%) Linear Algebra
6 2 (20.00%) Behavioural Analytics
6 2 (20.00%) C++
6 2 (20.00%) Linux
6 2 (20.00%) Data Mining
6 2 (20.00%) Computer Science
6 2 (20.00%) Retail
6 2 (20.00%) Data Analysis
6 2 (20.00%) PhD
6 2 (20.00%) E-Commerce
6 2 (20.00%) Software Engineering
7 1 (10.00%) Ruby
7 1 (10.00%) OOD
7 1 (10.00%) Speech Recognition
7 1 (10.00%) Neural Network
7 1 (10.00%) DNN

Statistical Modelling
Co-occurring IT Skills in Cambridge 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 (10.00%) DNN
Applications
1 1 (10.00%) Microsoft Excel
Cloud Services
1 1 (10.00%) Amazon AWS
Database & Business Intelligence
1 2 (20.00%) Big Data
1 2 (20.00%) Data Mining
2 1 (10.00%) Oracle BI EE
General
1 2 (20.00%) Retail
2 1 (10.00%) Finance
2 1 (10.00%) Games
Job Titles
1 7 (70.00%) Data Scientist
1 7 (70.00%) Graduate
2 1 (10.00%) Analytics Manager
2 1 (10.00%) Data Analytics Manager
2 1 (10.00%) Data Manager
2 1 (10.00%) Developer
2 1 (10.00%) Software Developer
Libraries, Frameworks & Software Standards
1 2 (20.00%) Natural Language Processing
2 1 (10.00%) Boost C++ Libraries
2 1 (10.00%) STL
2 1 (10.00%) Theano
2 1 (10.00%) Torch
Miscellaneous
1 5 (50.00%) Analytical Skills
2 4 (40.00%) Algorithms
3 2 (20.00%) Computer Science
4 1 (10.00%) Data Structures
Operating Systems
1 2 (20.00%) Linux
2 1 (10.00%) Unix
Processes & Methodologies
1 9 (90.00%) Machine Learning
1 9 (90.00%) Mathematics
1 9 (90.00%) Statistics
2 7 (70.00%) Bayesian Methods
3 3 (30.00%) Analytics
3 3 (30.00%) Data Analytics
4 2 (20.00%) Behavioural Analytics
4 2 (20.00%) Data Analysis
4 2 (20.00%) E-Commerce
4 2 (20.00%) Linear Algebra
4 2 (20.00%) Software Engineering
5 1 (10.00%) Agile Software Development
5 1 (10.00%) Complexity Analysis
5 1 (10.00%) Data Acquisition
5 1 (10.00%) Data Strategy
5 1 (10.00%) Neural Network
5 1 (10.00%) OO
5 1 (10.00%) OOD
5 1 (10.00%) SDLC
5 1 (10.00%) Speech Recognition
Programming Languages
1 9 (90.00%) Python
2 7 (70.00%) Java
3 2 (20.00%) C++
3 2 (20.00%) R
4 1 (10.00%) C
4 1 (10.00%) Perl
4 1 (10.00%) Ruby
4 1 (10.00%) SQL
4 1 (10.00%) VBA
Qualifications
1 5 (50.00%) Degree
2 2 (20.00%) PhD
3 1 (10.00%) Computer Science Degree
3 1 (10.00%) Master's Degree
3 1 (10.00%) Numerate Degree
Vendors
1 1 (10.00%) Lattice Semiconductor
Cambridge, Cambridgeshire
Computer People
Salary: £25000 - £32000 per annum + Benefits
Posted: 14 hours ago
Cambridge
The Wellcome Trust Sanger Institute
Salary: £31115 - £39004 per annum + excellent benefits
Posted: 20 hours ago
Cambridge
The Wellcome Trust Sanger Institute
Salary: £31115 - £39004 per annum + excellent benefits
Posted: Yesterday
Cambridge, Cambridgeshire
The One Group
Salary: Market related
Posted: 3 days ago
Cambridge
Amazon
Posted: 14 days ago