Period
to 15 December 2017

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

Bayesian Techniques (including Bayesian Networks, Statistics and Modelling)
Cambridgeshire > Cambridge
6 months to
15 Dec 2017
Same period 2016 Same period 2015
Rank 138 149 -
Rank change year-on-year +11 - +162
Permanent jobs citing Bayesian Methods 46 1 0
As % of all permanent IT jobs advertised in Cambridge 1.44% 0.043% -
As % of the Processes & Methodologies category 1.54% 0.048% -
Number of salaries quoted 43 1 0
Cambridge median annual salary £35,000 £90,000 -
Median salary % change year-on-year -61.11% - -
Cambridgeshire median annual salary £35,000 £90,000 -
% change year-on-year -61.11% - -

Bayesian Methods 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 2990 2081 2569
As % of all permanent IT jobs advertised in Cambridge 93.44% 89.54% 89.29%
Number of salaries quoted 2247 1722 2195
Cambridge median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +9.76%
10th Percentile £29,500 £26,250 £30,000
90th Percentile £71,250 £67,500 £65,000
Cambridgeshire median annual salary £48,000 £45,000 £44,500
% change year-on-year +6.67% +1.12% +5.95%

Bayesian Methods
Job Vacancy Trend in Cambridge

Job postings citing Bayesian Methods as a percentage of all IT jobs advertised in Cambridge.

Job vacancy trend for Bayesian Methods in Cambridge

Bayesian Methods
Salary Trend in Cambridge

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

Salary trend for Bayesian Methods in Cambridge

Bayesian Methods
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Bayesian Methods in Cambridge over the 6 months to 15 December 2017.

Salary histogram for Bayesian Methods in Cambridge

For the 6 months to 15 December 2017, IT jobs citing Bayesian Methods 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 Bayesian Methods.

1 45 (97.83%) Python
1 45 (97.83%) Machine Learning
2 44 (95.65%) Mathematics
3 43 (93.48%) Statistics
4 39 (84.78%) Physics
5 37 (80.43%) MATLAB
6 35 (76.09%) Computer Science
7 27 (58.70%) Artificial Intelligence
7 27 (58.70%) PhD
8 25 (54.35%) Java
9 21 (45.65%) R
10 19 (41.30%) C++
11 18 (39.13%) C#
11 18 (39.13%) Economics
11 18 (39.13%) Julia
12 17 (36.96%) Deep Learning
12 17 (36.96%) Neural Network
12 17 (36.96%) Software Engineering
12 17 (36.96%) SQL
12 17 (36.96%) Probabilistic Modelling
13 16 (34.78%) Project Management
14 13 (28.26%) Finance
15 9 (19.57%) Algorithms
16 6 (13.04%) Degree
17 5 (10.87%) Statistical Modelling
17 5 (10.87%) C
18 3 (6.52%) JavaScript
18 3 (6.52%) E-Commerce
18 3 (6.52%) Data Analysis
18 3 (6.52%) Analytics

Bayesian Methods
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 (2.17%) SAS
Database & Business Intelligence
1 2 (4.35%) Big Data
2 1 (2.17%) Data Mining
General
1 13 (28.26%) Finance
2 2 (4.35%) Retail
3 1 (2.17%) Marketing
Job Titles
1 24 (52.17%) Graduate
2 16 (34.78%) Analyst
2 16 (34.78%) Graduate Analyst
2 16 (34.78%) Graduate Software Analyst
2 16 (34.78%) Software Analyst
3 15 (32.61%) Machine Learning Researcher
4 7 (15.22%) Data Scientist
4 7 (15.22%) Software Engineering Graduate
5 3 (6.52%) Mathematician
5 3 (6.52%) Physicist
6 2 (4.35%) Machine Learning Engineer
6 2 (4.35%) Machine Learning Scientist
6 2 (4.35%) Research Scientist
7 1 (2.17%) Clinical Statistician
7 1 (2.17%) Junior Consultant
7 1 (2.17%) Junior Statistician
7 1 (2.17%) Quantitative Consultant
7 1 (2.17%) Research Engineer
7 1 (2.17%) Statistical Researcher
7 1 (2.17%) Statistician
Libraries, Frameworks & Software Standards
1 3 (6.52%) TensorFlow
Miscellaneous
1 35 (76.09%) Computer Science
2 9 (19.57%) Algorithms
3 2 (4.35%) Analytical Skills
3 2 (4.35%) Smart City
Processes & Methodologies
1 45 (97.83%) Machine Learning
2 44 (95.65%) Mathematics
3 43 (93.48%) Statistics
4 39 (84.78%) Physics
5 27 (58.70%) Artificial Intelligence
6 18 (39.13%) Economics
7 17 (36.96%) Deep Learning
7 17 (36.96%) Neural Network
7 17 (36.96%) Probabilistic Modelling
7 17 (36.96%) Software Engineering
8 16 (34.78%) Project Management
9 5 (10.87%) Statistical Modelling
10 3 (6.52%) Analytics
10 3 (6.52%) Data Analysis
10 3 (6.52%) Data Visualisation
10 3 (6.52%) E-Commerce
10 3 (6.52%) Visualisation
11 2 (4.35%) Chemistry
11 2 (4.35%) Distributed Algorithms
11 2 (4.35%) Linear Algebra
Programming Languages
1 45 (97.83%) Python
2 37 (80.43%) MATLAB
3 25 (54.35%) Java
4 21 (45.65%) R
5 19 (41.30%) C++
6 18 (39.13%) C#
6 18 (39.13%) Julia
7 17 (36.96%) SQL
8 5 (10.87%) C
9 3 (6.52%) JavaScript
10 1 (2.17%) Scala
Qualifications
1 27 (58.70%) PhD
2 6 (13.04%) Degree
3 3 (6.52%) Security Cleared