Period
to 21 July 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 July 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 Jul 2018
Same period 2017 Same period 2016
Rank 86 119 96
Rank change year-on-year +33 -23 -
Permanent jobs citing Bayesian Methods 53 3 24
As % of all permanent IT jobs advertised in Oxford 3.04% 0.21% 1.68%
As % of the Processes & Methodologies category 3.33% 0.23% 1.88%
Number of salaries quoted 53 3 21
Oxford median annual salary £60,000 £40,000 £55,000
Median salary % change year-on-year +50.00% -27.27% -
10th Percentile £48,750 £34,500 £52,500
90th Percentile £72,500 £56,500 £57,500
Oxfordshire median annual salary £60,000 £40,000 £55,000
% change year-on-year +50.00% -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 1,590 1,322 1,280
As % of all permanent IT jobs advertised in Oxford 91.27% 91.61% 89.39%
Number of salaries quoted 1,480 1,114 1,144
Oxford median annual salary £50,000 £44,000 £49,750
Median salary % change year-on-year +13.64% -11.56% +10.56%
10th Percentile £31,250 £28,533 £29,000
90th Percentile £71,250 £70,000 £68,000
Oxfordshire median annual salary £50,000 £45,000 £47,500
% change year-on-year +11.11% -5.26% +10.47%

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 July 2018.

Salary histogram for Bayesian Methods in Oxford

For the 6 months to 21 July 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 53 (100.00%) Python
1 53 (100.00%) PhD
1 53 (100.00%) Machine Learning
2 52 (98.11%) Natural Language Processing
2 52 (98.11%) Deep Learning
3 51 (96.23%) C++
4 50 (94.34%) Computer Vision
5 42 (79.25%) Software Engineering
6 33 (62.26%) Reinforcement Learning
7 32 (60.38%) Java
7 32 (60.38%) C
8 30 (56.60%) Probabilistic Modelling
9 29 (54.72%) Algorithms
9 29 (54.72%) Artificial Intelligence
10 28 (52.83%) TensorFlow
11 27 (50.94%) Computational Linguistics
11 27 (50.94%) Computational Biology
11 27 (50.94%) Biology
11 27 (50.94%) Multithreading
11 27 (50.94%) C#
11 27 (50.94%) Distributed Algorithms
12 25 (47.17%) Neural Network
13 20 (37.74%) Computer Science
14 19 (35.85%) Mathematics
14 19 (35.85%) Signal Processing
15 6 (11.32%) MATLAB
15 6 (11.32%) Aerospace
15 6 (11.32%) Automotive
16 5 (9.43%) Games
16 5 (9.43%) DNA

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 (1.89%) Amazon AWS
Database & Business Intelligence
1 1 (1.89%) Big Data
General
1 6 (11.32%) Aerospace
1 6 (11.32%) Automotive
2 5 (9.43%) Games
3 1 (1.89%) Finance
Job Titles
1 35 (66.04%) Software Engineer
2 25 (47.17%) Developer
3 22 (41.51%) Computer Engineer
3 22 (41.51%) Computer Vision Engineer
4 17 (32.08%) C++ Software Engineer
4 17 (32.08%) Developer/Software Engineer
4 17 (32.08%) Software Developer
5 12 (22.64%) Python Engineer
6 11 (20.75%) Python Developer
7 7 (13.21%) C++ Developer
7 7 (13.21%) Computer Vision Developer
8 6 (11.32%) C++ Software Developer
8 6 (11.32%) Java Engineer
8 6 (11.32%) Python Software Engineer
9 5 (9.43%) Java Developer
9 5 (9.43%) Java Software Engineer
9 5 (9.43%) Machine Learning Researcher
10 4 (7.55%) Java Software Developer
11 3 (5.66%) Machine Learning Engineer
12 2 (3.77%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 52 (98.11%) Natural Language Processing
2 28 (52.83%) TensorFlow
3 2 (3.77%) Django
Miscellaneous
1 29 (54.72%) Algorithms
2 20 (37.74%) Computer Science
3 1 (1.89%) Hedge funds
3 1 (1.89%) NHS
Processes & Methodologies
1 53 (100.00%) Machine Learning
2 52 (98.11%) Deep Learning
3 50 (94.34%) Computer Vision
4 42 (79.25%) Software Engineering
5 33 (62.26%) Reinforcement Learning
6 30 (56.60%) Probabilistic Modelling
7 29 (54.72%) Artificial Intelligence
8 27 (50.94%) Biology
8 27 (50.94%) Computational Biology
8 27 (50.94%) Computational Linguistics
8 27 (50.94%) Distributed Algorithms
8 27 (50.94%) Multithreading
9 25 (47.17%) Neural Network
10 19 (35.85%) Mathematics
10 19 (35.85%) Signal Processing
11 5 (9.43%) Data Science
11 5 (9.43%) DNA
11 5 (9.43%) Game Theory
11 5 (9.43%) Statistical Analysis
12 2 (3.77%) Statistics
Programming Languages
1 53 (100.00%) Python
2 51 (96.23%) C++
3 32 (60.38%) C
3 32 (60.38%) Java
4 27 (50.94%) C#
5 6 (11.32%) MATLAB
6 1 (1.89%) Julia
6 1 (1.89%) R
6 1 (1.89%) SQL
Qualifications
1 53 (100.00%) PhD