Period
to 19 July 2018

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 19 July 2018 with a comparison to the same period in the previous 2 years.

Probability Theory
East of England > Cambridgeshire
6 months to
19 Jul 2018
Same period 2017 Same period 2016
Rank 199 189 -
Rank change year-on-year -10 - -
Permanent jobs citing Probability Theory 5 6 0
As % of all permanent IT jobs advertised in Cambridgeshire 0.12% 0.16% -
As % of the Processes & Methodologies category 0.13% 0.18% -
Number of salaries quoted 0 6 0
Cambridgeshire median annual salary - £80,000 -
East of England median annual salary - £80,000 -

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 3,765 3,377 3,620
As % of all permanent IT jobs advertised in Cambridgeshire 92.48% 89.84% 89.89%
Number of salaries quoted 2,423 2,577 2,894
Cambridgeshire median annual salary £45,000 £45,000 £45,000
10th Percentile £27,500 £27,000 £27,500
90th Percentile £67,500 £70,000 £65,000
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +2.51%

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 19 July 2018. 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 -7 5 - -
Probability Theory
East of England

For the 6 months to 19 July 2018, IT jobs citing Probability Theory also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Cambridgeshire region with a requirement for Probability Theory.

1 5 (100.00%) Python
1 5 (100.00%) PhD
1 5 (100.00%) Statistics
1 5 (100.00%) Degree
1 5 (100.00%) Mathematics
1 5 (100.00%) Physics
1 5 (100.00%) Computer Science
1 5 (100.00%) Machine Learning
1 5 (100.00%) Algorithms
1 5 (100.00%) scikit-learn
1 5 (100.00%) TensorFlow
1 5 (100.00%) Julia
1 5 (100.00%) Probabilistic Modelling
1 5 (100.00%) Master's Degree
1 5 (100.00%) Computer Science Degree
1 5 (100.00%) Data Science

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:

Job Titles
1 5 (100.00%) Research Engineer
Libraries, Frameworks & Software Standards
1 5 (100.00%) scikit-learn
1 5 (100.00%) TensorFlow
Miscellaneous
1 5 (100.00%) Algorithms
1 5 (100.00%) Computer Science
Processes & Methodologies
1 5 (100.00%) Data Science
1 5 (100.00%) Machine Learning
1 5 (100.00%) Mathematics
1 5 (100.00%) Physics
1 5 (100.00%) Probabilistic Modelling
1 5 (100.00%) Statistics
Programming Languages
1 5 (100.00%) Julia
1 5 (100.00%) Python
Qualifications
1 5 (100.00%) Computer Science Degree
1 5 (100.00%) Degree
1 5 (100.00%) Master's Degree
1 5 (100.00%) PhD