Period
to 15 December 2017

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire with a requirement for Probability Theory skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Probability Theory over the 6 months to 15 December 2017 with a comparison to the same period in the previous 2 years.

Probability Theory
East of England > Cambridgeshire
6 months to
15 Dec 2017
Same period 2016 Same period 2015
Rank 200 182 -
Rank change year-on-year -18 - -
Permanent jobs citing Probability Theory 14 2 0
As % of all permanent IT jobs advertised in Cambridgeshire 0.32% 0.058% -
As % of the Processes & Methodologies category 0.35% 0.065% -
Number of salaries quoted 14 2 0
Cambridgeshire median annual salary £80,000 £51,250 -
Median salary % change year-on-year +56.10% - -
East of England median annual salary £80,000 £51,250 -
% change year-on-year +56.10% - -

Probability Theory 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 Cambridgeshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridgeshire
Permanent vacancies with a requirement for process or methodology skills 3981 3059 3639
As % of all permanent IT jobs advertised in Cambridgeshire 92.39% 87.98% 88.99%
Number of salaries quoted 3014 2519 3135
Cambridgeshire median annual salary £48,000 £45,000 £44,500
Median salary % change year-on-year +6.67% +1.12% +5.95%
10th Percentile £28,250 £26,250 £28,250
90th Percentile £70,000 £66,250 £65,000
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +2.27%

Probability Theory
Job Vacancy Trend in Cambridgeshire

Job postings citing Probability Theory as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Probability Theory in Cambridgeshire

Probability Theory
Salary Trend in Cambridgeshire

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

Salary trend for Probability Theory in Cambridgeshire

Probability Theory
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Probability Theory within the Cambridgeshire region over the 6 months to 15 December 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
Cambridge -21 14 £80,000 +68.42%
Probability Theory
East of England

For the 6 months to 15 December 2017, IT jobs citing Probability Theory 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 Probability Theory.

1 14 (100.00%) Artificial Intelligence
1 14 (100.00%) Software Engineering
1 14 (100.00%) Economics
1 14 (100.00%) Statistics
1 14 (100.00%) Mathematics
1 14 (100.00%) Physics
1 14 (100.00%) Computer Science
1 14 (100.00%) Open Source
1 14 (100.00%) Python
1 14 (100.00%) PhD
1 14 (100.00%) MATLAB
1 14 (100.00%) Machine Learning
1 14 (100.00%) Algorithms
1 14 (100.00%) Julia
1 14 (100.00%) Creative Thinking
2 12 (85.71%) C++
2 12 (85.71%) Java
3 8 (57.14%) Finance
4 4 (28.57%) Time Series Forecasting
5 1 (7.14%) Decision Tree
5 1 (7.14%) Bayesian Methods

Probability Theory
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:

General
1 8 (57.14%) Finance
Job Titles
1 14 (100.00%) Research Engineer
2 12 (85.71%) Software Engineer
3 10 (71.43%) Python Software Engineer
4 4 (28.57%) Machine Learning Engineer
5 2 (14.29%) Optimisation Engineer
6 1 (7.14%) Algorithm Engineer
Miscellaneous
1 14 (100.00%) Algorithms
1 14 (100.00%) Computer Science
Processes & Methodologies
1 14 (100.00%) Artificial Intelligence
1 14 (100.00%) Creative Thinking
1 14 (100.00%) Economics
1 14 (100.00%) Machine Learning
1 14 (100.00%) Mathematics
1 14 (100.00%) Open Source
1 14 (100.00%) Physics
1 14 (100.00%) Software Engineering
1 14 (100.00%) Statistics
2 4 (28.57%) Time Series Forecasting
3 1 (7.14%) Bayesian Methods
3 1 (7.14%) Decision Tree
Programming Languages
1 14 (100.00%) Julia
1 14 (100.00%) MATLAB
1 14 (100.00%) Python
2 12 (85.71%) C++
2 12 (85.71%) Java
Qualifications
1 14 (100.00%) PhD