Period
to 20 February 2019

The following table provides summary statistics for permanent job vacancies advertised in Oxford 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 20 February 2019 with a comparison to the same period in the previous 2 years.

Bayesian Techniques (including Bayesian Networks, Statistics and Modelling)
Oxfordshire > Oxford
6 months to
20 Feb 2019
Same period 2018 Same period 2017
Rank 89 82 104
Rank change year-on-year -7 +22 +17
Permanent jobs citing Bayesian Methods 27 38 1
As % of all permanent IT jobs advertised in Oxford 2.02% 2.42% 0.077%
As % of the Processes & Methodologies category 2.14% 2.61% 0.086%
Number of salaries quoted 27 38 1
Oxford median annual salary £55,000 £70,000 £52,500
Median salary % change year-on-year -21.43% +33.33% -4.55%
10th Percentile £42,500 £67,500 £48,750
90th Percentile £60,000 £77,500 £56,250
Oxfordshire median annual salary £55,000 £70,000 £52,500
% change year-on-year -21.43% +33.33% -4.55%

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 Oxford with a requirement for process or methodology skills.

All Process and Methodology Skills
Oxford
Permanent vacancies with a requirement for process or methodology skills 1,261 1,456 1,157
As % of all permanent IT jobs advertised in Oxford 94.46% 92.74% 89.07%
Number of salaries quoted 1,106 1,336 973
Oxford median annual salary £52,500 £47,500 £42,500
Median salary % change year-on-year +10.53% +11.76% -5.56%
10th Percentile £31,250 £30,000 £27,500
90th Percentile £79,000 £72,500 £65,000
Oxfordshire median annual salary £50,000 £46,500 £42,500
% change year-on-year +7.53% +9.41% -5.56%

Bayesian Methods
Job Vacancy Trend in Oxford

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

Job vacancy trend for Bayesian Methods in Oxford

Bayesian Methods
Salary Trend in Oxford

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

Salary trend for Bayesian Methods in Oxford

Bayesian Methods
Salary Histogram in Oxford

The salary distribution of IT jobs citing Bayesian Methods in Oxford over the 6 months to 20 February 2019.

Salary histogram for Bayesian Methods in Oxford

For the 6 months to 20 February 2019, IT jobs citing Bayesian Methods 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 Oxford region with a requirement for Bayesian Methods.

1 27 (100.00%) Python
1 27 (100.00%) Deep Learning
1 27 (100.00%) Machine Learning
1 27 (100.00%) Reinforcement Learning
2 26 (96.30%) Computer Vision
2 26 (96.30%) PhD
3 21 (77.78%) C++
4 16 (59.26%) Java
4 16 (59.26%) Artificial Intelligence
4 16 (59.26%) Algorithms
5 15 (55.56%) Multithreading
5 15 (55.56%) Natural Language Processing
5 15 (55.56%) Software Engineering
5 15 (55.56%) Biology
5 15 (55.56%) C
5 15 (55.56%) C#
5 15 (55.56%) Distributed Algorithms
5 15 (55.56%) Probabilistic Modelling
5 15 (55.56%) TensorFlow
5 15 (55.56%) Computational Linguistics
5 15 (55.56%) Computational Biology
5 15 (55.56%) MPhil
6 12 (44.44%) Neural Network
6 12 (44.44%) Computer Science
6 12 (44.44%) Mathematics
7 6 (22.22%) Robotics
8 4 (14.81%) Linux
9 3 (11.11%) Robot Operating System
10 1 (3.70%) Markov Model
10 1 (3.70%) Decision Tree

Bayesian Methods
Co-occurring IT Skills in Oxford 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 1 (3.70%) Big Data
Job Titles
1 15 (55.56%) Developer
2 13 (48.15%) Developer/Software Engineer
2 13 (48.15%) Software Developer
2 13 (48.15%) Software Engineer
3 11 (40.74%) C++ Developer
4 10 (37.04%) C++ Software Developer
4 10 (37.04%) C++ Software Engineer
5 7 (25.93%) Machine Learning Engineer
6 6 (22.22%) Computer Engineer
6 6 (22.22%) Computer Vision Engineer
6 6 (22.22%) Graduate
7 5 (18.52%) Research Engineer
8 4 (14.81%) Linux Developer
8 4 (14.81%) Linux Engineer
9 3 (11.11%) Python Engineer
10 1 (3.70%) AWS Developer
10 1 (3.70%) AWS Engineer
10 1 (3.70%) Computer Vision Developer
10 1 (3.70%) Full Stack Developer
10 1 (3.70%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 15 (55.56%) Natural Language Processing
1 15 (55.56%) TensorFlow
Miscellaneous
1 16 (59.26%) Algorithms
2 6 (22.22%) Robotics
Operating Systems
1 4 (14.81%) Linux
2 3 (11.11%) Robot Operating System
Processes & Methodologies
1 27 (100.00%) Deep Learning
1 27 (100.00%) Machine Learning
1 27 (100.00%) Reinforcement Learning
2 26 (96.30%) Computer Vision
3 16 (59.26%) Artificial Intelligence
4 15 (55.56%) Biology
4 15 (55.56%) Computational Biology
4 15 (55.56%) Computational Linguistics
4 15 (55.56%) Distributed Algorithms
4 15 (55.56%) Multithreading
4 15 (55.56%) Probabilistic Modelling
4 15 (55.56%) Software Engineering
5 12 (44.44%) Computer Science
5 12 (44.44%) Mathematics
5 12 (44.44%) Neural Network
6 1 (3.70%) Decision Tree
6 1 (3.70%) Markov Model
6 1 (3.70%) Statistics
Programming Languages
1 27 (100.00%) Python
2 21 (77.78%) C++
3 16 (59.26%) Java
4 15 (55.56%) C
4 15 (55.56%) C#
5 1 (3.70%) Julia
Qualifications
1 26 (96.30%) PhD
2 15 (55.56%) MPhil