Period
to 20 January 2018

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 20 January 2018 with a comparison to the same period in the previous 2 years.

Statistical Modelling
Cambridgeshire > Cambridge
6 months to
20 Jan 2018
Same period 2017 Same period 2016
Rank 169 - 163
Rank change year-on-year - +163 +4
Permanent jobs citing Statistical Modelling 9 0 4
As % of all permanent IT jobs advertised in Cambridge 0.29% - 0.14%
As % of the Processes & Methodologies category 0.31% - 0.15%
Number of salaries quoted 3 0 4
Cambridge median annual salary £55,000 - £50,000
10th Percentile £52,500 - £45,750
90th Percentile £60,500 - £61,125
Cambridgeshire median annual salary £55,000 £40,000 £51,250
% change year-on-year +37.50% -21.95% +13.89%

Statistical Modelling 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 Cambridge with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridge
Permanent vacancies with a requirement for process or methodology skills 2,940 1,991 2,637
As % of all permanent IT jobs advertised in Cambridge 93.75% 90.13% 89.75%
Number of salaries quoted 2,163 1,686 2,206
Cambridge median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +9.76%
10th Percentile £30,000 £26,250 £29,500
90th Percentile £71,250 £67,500 £65,000
Cambridgeshire median annual salary £50,000 £45,000 £44,000
% change year-on-year +11.11% +2.27% +3.53%

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

For the 6 months to 20 January 2018, 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 8 (88.89%) Mathematics
2 7 (77.78%) Algorithms
3 6 (66.67%) SQL
4 5 (55.56%) C#
4 5 (55.56%) Machine Learning
5 4 (44.44%) Big Data
5 4 (44.44%) User Stories
5 4 (44.44%) Analytical Skills
5 4 (44.44%) WPF
5 4 (44.44%) Use Case
5 4 (44.44%) Team Foundation Server
5 4 (44.44%) MVVM
5 4 (44.44%) Visual Studio
5 4 (44.44%) Statistics
5 4 (44.44%) Degree
5 4 (44.44%) ReSharper
5 4 (44.44%) Code Coverage
5 4 (44.44%) Agile Software Development
5 4 (44.44%) TDD
5 4 (44.44%) NUnit
6 3 (33.33%) Python
6 3 (33.33%) PhD
6 3 (33.33%) Java
7 2 (22.22%) Open Source
7 2 (22.22%) Software Engineering
7 2 (22.22%) Computer Science
7 2 (22.22%) Bayesian Methods
8 1 (11.11%) TensorFlow
8 1 (11.11%) Distributed Algorithms
8 1 (11.11%) Deep Learning

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:

Database & Business Intelligence
1 4 (44.44%) Big Data
Development Applications
1 4 (44.44%) NUnit
1 4 (44.44%) ReSharper
1 4 (44.44%) Team Foundation Server
1 4 (44.44%) Visual Studio
Job Titles
1 4 (44.44%) Agile Developer
1 4 (44.44%) Data Scientist
1 4 (44.44%) Developer
2 2 (22.22%) Graduate
3 1 (11.11%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 4 (44.44%) WPF
2 1 (11.11%) Natural Language Processing
2 1 (11.11%) TensorFlow
Miscellaneous
1 7 (77.78%) Algorithms
2 4 (44.44%) Analytical Skills
3 2 (22.22%) Computer Science
Processes & Methodologies
1 8 (88.89%) Mathematics
2 5 (55.56%) Machine Learning
3 4 (44.44%) Agile Software Development
3 4 (44.44%) Code Coverage
3 4 (44.44%) MVVM
3 4 (44.44%) Statistics
3 4 (44.44%) TDD
3 4 (44.44%) Use Case
3 4 (44.44%) User Stories
4 2 (22.22%) Bayesian Methods
4 2 (22.22%) Open Source
4 2 (22.22%) Software Engineering
5 1 (11.11%) Artificial Intelligence
5 1 (11.11%) Biology
5 1 (11.11%) Computational Biology
5 1 (11.11%) Computational Linguistics
5 1 (11.11%) Distributed Algorithms
5 1 (11.11%) Multithreading
5 1 (11.11%) Reinforcement Learning
5 1 (11.11%) Signal Processing
Programming Languages
1 6 (66.67%) SQL
2 5 (55.56%) C#
3 3 (33.33%) Java
3 3 (33.33%) Python
4 1 (11.11%) C
4 1 (11.11%) C++
Qualifications
1 4 (44.44%) Degree
2 3 (33.33%) PhD