Period
to 21 September 2018

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 21 September 2018 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
21 Sep 2018
Same period 2017 Same period 2016
Rank 75 105 107
Rank change year-on-year +30 +2 -
Permanent jobs citing Bayesian Methods 62 17 16
As % of all permanent IT jobs advertised in Oxford 3.86% 1.14% 1.09%
As % of the Processes & Methodologies category 4.24% 1.23% 1.20%
Number of salaries quoted 62 17 14
Oxford median annual salary £55,000 £70,000 £55,000
Median salary % change year-on-year -21.43% +27.27% -
10th Percentile £48,750 £60,500 £38,250
90th Percentile £72,500 £77,500 £57,500
Oxfordshire median annual salary £55,000 £70,000 £55,000
% change year-on-year -21.43% +27.27% -

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 1,461 1,381 1,330
As % of all permanent IT jobs advertised in Oxford 90.86% 92.81% 90.97%
Number of salaries quoted 1,341 1,155 1,180
Oxford median annual salary £50,000 £45,000 £47,500
Median salary % change year-on-year +11.11% -5.26% +5.56%
10th Percentile £31,250 £28,777 £28,750
90th Percentile £71,250 £72,500 £67,500
Oxfordshire median annual salary £50,000 £45,000 £47,500
% change year-on-year +11.11% -5.26% +11.76%

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 21 September 2018.

Salary histogram for Bayesian Methods in Oxford

For the 6 months to 21 September 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 Oxford region with a requirement for Bayesian Methods.

1 62 (100.00%) Python
1 62 (100.00%) PhD
1 62 (100.00%) Machine Learning
2 61 (98.39%) Deep Learning
3 60 (96.77%) Computer Vision
4 56 (90.32%) Natural Language Processing
4 56 (90.32%) C++
5 49 (79.03%) Software Engineering
5 49 (79.03%) Reinforcement Learning
6 43 (69.35%) Java
6 43 (69.35%) C
7 42 (67.74%) Probabilistic Modelling
8 41 (66.13%) Algorithms
8 41 (66.13%) Artificial Intelligence
9 40 (64.52%) Biology
9 40 (64.52%) C#
9 40 (64.52%) Multithreading
9 40 (64.52%) TensorFlow
9 40 (64.52%) Distributed Algorithms
9 40 (64.52%) Computational Linguistics
9 40 (64.52%) Computational Biology
10 21 (33.87%) Neural Network
11 18 (29.03%) Computer Science
12 17 (27.42%) Mathematics
13 13 (20.97%) Signal Processing
14 6 (9.68%) Aerospace
14 6 (9.68%) Automotive
15 3 (4.84%) Data Science
15 3 (4.84%) Game Theory
15 3 (4.84%) Statistical Analysis

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:

Cloud Services
1 1 (1.61%) Amazon AWS
General
1 6 (9.68%) Aerospace
1 6 (9.68%) Automotive
2 3 (4.84%) Games
3 1 (1.61%) Finance
Job Titles
1 38 (61.29%) Developer
1 38 (61.29%) Software Engineer
2 26 (41.94%) Developer/Software Engineer
2 26 (41.94%) Software Developer
3 23 (37.10%) Computer Engineer
3 23 (37.10%) Computer Vision Engineer
4 22 (35.48%) C++ Software Engineer
5 17 (27.42%) C++ Developer
6 16 (25.81%) Python Engineer
7 15 (24.19%) C++ Software Developer
8 14 (22.58%) Python Developer
9 12 (19.35%) Computer Vision Developer
10 8 (12.90%) Machine Learning Engineer
11 7 (11.29%) Python Software Engineer
12 6 (9.68%) Java Engineer
13 5 (8.06%) Graduate
13 5 (8.06%) Java Developer
13 5 (8.06%) Java Software Engineer
14 4 (6.45%) Full Stack Developer
14 4 (6.45%) Java Software Developer
Libraries, Frameworks & Software Standards
1 56 (90.32%) Natural Language Processing
2 40 (64.52%) TensorFlow
3 2 (3.23%) Django
Miscellaneous
1 41 (66.13%) Algorithms
2 18 (29.03%) Computer Science
3 1 (1.61%) Hedge funds
3 1 (1.61%) NHS
Processes & Methodologies
1 62 (100.00%) Machine Learning
2 61 (98.39%) Deep Learning
3 60 (96.77%) Computer Vision
4 49 (79.03%) Reinforcement Learning
4 49 (79.03%) Software Engineering
5 42 (67.74%) Probabilistic Modelling
6 41 (66.13%) Artificial Intelligence
7 40 (64.52%) Biology
7 40 (64.52%) Computational Biology
7 40 (64.52%) Computational Linguistics
7 40 (64.52%) Distributed Algorithms
7 40 (64.52%) Multithreading
8 21 (33.87%) Neural Network
9 17 (27.42%) Mathematics
10 13 (20.97%) Signal Processing
11 3 (4.84%) Data Science
11 3 (4.84%) DNA
11 3 (4.84%) Game Theory
11 3 (4.84%) Statistical Analysis
12 1 (1.61%) Probabilistic Estimation
Programming Languages
1 62 (100.00%) Python
2 56 (90.32%) C++
3 43 (69.35%) C
3 43 (69.35%) Java
4 40 (64.52%) C#
5 3 (4.84%) MATLAB
Qualifications
1 62 (100.00%) PhD