Period
to 14 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Oxfordshire 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 14 December 2018 with a comparison to the same period in the previous 2 years.

Bayesian Techniques (including Bayesian Networks, Statistics and Modelling)
South East > Oxfordshire
6 months to
14 Dec 2018
Same period 2017 Same period 2016
Rank 101 127 168
Rank change year-on-year +26 +41 -
Permanent jobs citing Bayesian Methods 53 44 8
As % of all permanent IT jobs advertised in Oxfordshire 2.14% 1.41% 0.28%
As % of the Processes & Methodologies category 2.35% 1.56% 0.31%
Number of salaries quoted 53 44 5
Oxfordshire median annual salary £55,000 £70,000 £52,500
Median salary % change year-on-year -21.43% +33.33% -
10th Percentile £42,500 £42,500 £36,250
90th Percentile £67,500 £80,125 £57,500
South East median annual salary £55,000 £70,000 £53,750
% change year-on-year -21.43% +30.23% -14.00%

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 Oxfordshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Oxfordshire
Permanent vacancies with a requirement for process or methodology skills 2,260 2,815 2,561
As % of all permanent IT jobs advertised in Oxfordshire 91.35% 90.34% 90.53%
Number of salaries quoted 1,951 2,305 2,032
Oxfordshire median annual salary £50,000 £46,500 £45,000
Median salary % change year-on-year +7.53% +3.33% -
10th Percentile £31,000 £29,000 £27,500
90th Percentile £77,500 £72,500 £66,238
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

Bayesian Methods
Job Vacancy Trend in Oxfordshire

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

Job vacancy trend for Bayesian Methods in Oxfordshire

Bayesian Methods
Salary Trend in Oxfordshire

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

Salary trend for Bayesian Methods in Oxfordshire

Bayesian Methods
Salary Histogram in Oxfordshire

The salary distribution of IT jobs citing Bayesian Methods in Oxfordshire over the 6 months to 14 December 2018.

Salary histogram for Bayesian Methods in Oxfordshire

Bayesian Methods
Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Bayesian Methods within the Oxfordshire region over the 6 months to 14 December 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
Oxford +24 53 £55,000 -21.43% 4
Bayesian Methods
South East

For the 6 months to 14 December 2018, 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 Oxfordshire region with a requirement for Bayesian Methods.

1 53 (100.00%) Python
1 53 (100.00%) Deep Learning
1 53 (100.00%) Machine Learning
2 52 (98.11%) Computer Vision
2 52 (98.11%) PhD
3 49 (92.45%) Reinforcement Learning
4 46 (86.79%) C++
5 40 (75.47%) Natural Language Processing
6 38 (71.70%) Software Engineering
7 37 (69.81%) Artificial Intelligence
7 37 (69.81%) Java
7 37 (69.81%) Algorithms
8 36 (67.92%) Distributed Algorithms
8 36 (67.92%) TensorFlow
8 36 (67.92%) Probabilistic Modelling
8 36 (67.92%) Computational Linguistics
8 36 (67.92%) Computational Biology
8 36 (67.92%) MPhil
8 36 (67.92%) C
8 36 (67.92%) C#
8 36 (67.92%) Biology
8 36 (67.92%) Multithreading
9 17 (32.08%) Neural Network
9 17 (32.08%) Computer Science
9 17 (32.08%) Mathematics
10 6 (11.32%) Robotics
11 4 (7.55%) Signal Processing
11 4 (7.55%) Linux
12 3 (5.66%) Aerospace
12 3 (5.66%) Automotive

Bayesian Methods
Co-occurring IT Skills in Oxfordshire 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 (1.89%) Big Data
General
1 3 (5.66%) Aerospace
1 3 (5.66%) Automotive
Job Titles
1 34 (64.15%) Developer
2 31 (58.49%) Software Engineer
3 27 (50.94%) Developer/Software Engineer
3 27 (50.94%) Software Developer
4 22 (41.51%) C++ Developer
4 22 (41.51%) C++ Software Engineer
5 20 (37.74%) C++ Software Developer
6 16 (30.19%) Computer Engineer
6 16 (30.19%) Computer Vision Engineer
7 11 (20.75%) Python Engineer
8 9 (16.98%) Computer Vision Developer
8 9 (16.98%) Machine Learning Engineer
9 7 (13.21%) Graduate
9 7 (13.21%) Python Developer
9 7 (13.21%) Research Engineer
10 5 (9.43%) Python Software Engineer
11 4 (7.55%) Full Stack Developer
11 4 (7.55%) Linux Developer
11 4 (7.55%) Linux Engineer
12 3 (5.66%) Java Engineer
Libraries, Frameworks & Software Standards
1 40 (75.47%) Natural Language Processing
2 36 (67.92%) TensorFlow
Miscellaneous
1 37 (69.81%) Algorithms
2 6 (11.32%) Robotics
Operating Systems
1 4 (7.55%) Linux
2 3 (5.66%) Robot Operating System
Processes & Methodologies
1 53 (100.00%) Deep Learning
1 53 (100.00%) Machine Learning
2 52 (98.11%) Computer Vision
3 49 (92.45%) Reinforcement Learning
4 38 (71.70%) Software Engineering
5 37 (69.81%) Artificial Intelligence
6 36 (67.92%) Biology
6 36 (67.92%) Computational Biology
6 36 (67.92%) Computational Linguistics
6 36 (67.92%) Distributed Algorithms
6 36 (67.92%) Multithreading
6 36 (67.92%) Probabilistic Modelling
7 17 (32.08%) Computer Science
7 17 (32.08%) Mathematics
7 17 (32.08%) Neural Network
8 4 (7.55%) Signal Processing
9 1 (1.89%) Decision Tree
9 1 (1.89%) Markov Model
9 1 (1.89%) Statistics
Programming Languages
1 53 (100.00%) Python
2 46 (86.79%) C++
3 37 (69.81%) Java
4 36 (67.92%) C
4 36 (67.92%) C#
5 1 (1.89%) Julia
Qualifications
1 52 (98.11%) PhD
2 36 (67.92%) MPhil