Period
to 13 November 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 13 November 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
13 Nov 2018
Same period 2017 Same period 2016
Rank 67 90 111
Rank change year-on-year +23 +21 -
Permanent jobs citing Bayesian Methods 61 30 9
As % of all permanent IT jobs advertised in Oxford 4.07% 1.90% 0.62%
As % of the Processes & Methodologies category 4.46% 2.06% 0.70%
Number of salaries quoted 61 30 9
Oxford median annual salary £55,000 £70,000 £55,000
Median salary % change year-on-year -21.43% +27.27% -
10th Percentile £42,500 £67,500 £36,750
90th Percentile £72,500 £77,875 £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 1,367 1,458 1,288
As % of all permanent IT jobs advertised in Oxford 91.13% 92.34% 88.89%
Number of salaries quoted 1,247 1,260 1,132
Oxford median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +5.88%
10th Percentile £31,250 £30,000 £27,500
90th Percentile £77,500 £72,500 £65,000
Oxfordshire median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - +4.65%

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 13 November 2018.

Salary histogram for Bayesian Methods in Oxford

For the 6 months to 13 November 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 61 (100.00%) Python
1 61 (100.00%) Machine Learning
2 60 (98.36%) Deep Learning
2 60 (98.36%) PhD
3 58 (95.08%) Computer Vision
4 53 (86.89%) Reinforcement Learning
4 53 (86.89%) C++
5 49 (80.33%) Natural Language Processing
6 45 (73.77%) Software Engineering
7 43 (70.49%) Artificial Intelligence
7 43 (70.49%) Algorithms
7 43 (70.49%) Probabilistic Modelling
8 42 (68.85%) Java
9 41 (67.21%) C
9 41 (67.21%) C#
9 41 (67.21%) Biology
9 41 (67.21%) Multithreading
9 41 (67.21%) TensorFlow
9 41 (67.21%) Computational Linguistics
9 41 (67.21%) Computational Biology
9 41 (67.21%) Distributed Algorithms
9 41 (67.21%) MPhil
10 19 (31.15%) Neural Network
10 19 (31.15%) Computer Science
11 18 (29.51%) Mathematics
12 8 (13.11%) Signal Processing
13 6 (9.84%) Aerospace
13 6 (9.84%) Automotive
14 5 (8.20%) Robotics
15 3 (4.92%) Linux

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 (1.64%) Amazon AWS
Database & Business Intelligence
1 1 (1.64%) Big Data
General
1 6 (9.84%) Aerospace
1 6 (9.84%) Automotive
2 1 (1.64%) Finance
Job Titles
1 39 (63.93%) Developer
2 38 (62.30%) Software Engineer
3 31 (50.82%) Developer/Software Engineer
3 31 (50.82%) Software Developer
4 24 (39.34%) C++ Software Engineer
5 22 (36.07%) C++ Developer
6 20 (32.79%) C++ Software Developer
7 19 (31.15%) Computer Engineer
7 19 (31.15%) Computer Vision Engineer
8 12 (19.67%) Python Engineer
9 11 (18.03%) Machine Learning Engineer
10 10 (16.39%) Computer Vision Developer
11 8 (13.11%) Python Developer
12 7 (11.48%) Graduate
13 6 (9.84%) Java Engineer
14 5 (8.20%) Java Developer
14 5 (8.20%) Java Software Engineer
14 5 (8.20%) Python Software Engineer
14 5 (8.20%) Research Engineer
15 4 (6.56%) Java Software Developer
Libraries, Frameworks & Software Standards
1 49 (80.33%) Natural Language Processing
2 41 (67.21%) TensorFlow
Miscellaneous
1 43 (70.49%) Algorithms
2 19 (31.15%) Computer Science
3 5 (8.20%) Robotics
4 1 (1.64%) Hedge funds
4 1 (1.64%) NHS
Operating Systems
1 3 (4.92%) Linux
2 2 (3.28%) Robot Operating System
Processes & Methodologies
1 61 (100.00%) Machine Learning
2 60 (98.36%) Deep Learning
3 58 (95.08%) Computer Vision
4 53 (86.89%) Reinforcement Learning
5 45 (73.77%) Software Engineering
6 43 (70.49%) Artificial Intelligence
6 43 (70.49%) Probabilistic Modelling
7 41 (67.21%) Biology
7 41 (67.21%) Computational Biology
7 41 (67.21%) Computational Linguistics
7 41 (67.21%) Distributed Algorithms
7 41 (67.21%) Multithreading
8 19 (31.15%) Neural Network
9 18 (29.51%) Mathematics
10 8 (13.11%) Signal Processing
11 2 (3.28%) Markov Model
11 2 (3.28%) Statistics
12 1 (1.64%) Econometrics
12 1 (1.64%) Probabilistic Estimation
12 1 (1.64%) Time Management
Programming Languages
1 61 (100.00%) Python
2 53 (86.89%) C++
3 42 (68.85%) Java
4 41 (67.21%) C
4 41 (67.21%) C#
5 1 (1.64%) Julia
Qualifications
1 60 (98.36%) PhD
2 41 (67.21%) MPhil