Period
to 24 September 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 24 September 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
24 Sep 2018
Same period 2017 Same period 2016
Rank 101 152 165
Rank change year-on-year +51 +13 -
Permanent jobs citing Bayesian Methods 67 22 19
As % of all permanent IT jobs advertised in Oxfordshire 2.39% 0.81% 0.61%
As % of the Processes & Methodologies category 2.65% 0.90% 0.67%
Number of salaries quoted 64 22 14
Oxfordshire median annual salary £55,000 £70,000 £55,000
Median salary % change year-on-year -21.43% +27.27% -
10th Percentile £48,750 £42,500 £38,250
90th Percentile £72,500 £77,500 £57,500
South East median annual salary £55,000 £70,000 £55,000
% change year-on-year -21.43% +27.27% +29.41%

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 2,525 2,451 2,824
As % of all permanent IT jobs advertised in Oxfordshire 90.24% 90.21% 90.66%
Number of salaries quoted 2,215 2,019 2,232
Oxfordshire median annual salary £50,000 £45,000 £47,500
Median salary % change year-on-year +11.11% -5.26% +11.76%
10th Percentile £31,250 £27,500 £26,750
90th Percentile £70,000 £71,250 £67,500
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 24 September 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 24 September 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 +30 64 £55,000 -21.43% 8
Bayesian Methods
South East

For the 6 months to 24 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 Oxfordshire region with a requirement for Bayesian Methods.

1 65 (97.01%) Computer Vision
2 64 (95.52%) Python
2 64 (95.52%) PhD
2 64 (95.52%) Machine Learning
3 63 (94.03%) Deep Learning
4 60 (89.55%) C++
5 57 (85.07%) Natural Language Processing
6 53 (79.10%) Software Engineering
7 51 (76.12%) Reinforcement Learning
8 47 (70.15%) C
9 45 (67.16%) Algorithms
10 44 (65.67%) Java
11 43 (64.18%) Probabilistic Modelling
12 42 (62.69%) Artificial Intelligence
13 41 (61.19%) C#
13 41 (61.19%) Distributed Algorithms
13 41 (61.19%) TensorFlow
13 41 (61.19%) Computational Linguistics
13 41 (61.19%) Computational Biology
13 41 (61.19%) Biology
13 41 (61.19%) Multithreading
13 41 (61.19%) MPhil
14 22 (32.84%) Neural Network
15 21 (31.34%) Mathematics
16 19 (28.36%) Computer Science
17 13 (19.40%) Signal Processing
18 6 (8.96%) MATLAB
18 6 (8.96%) Aerospace
18 6 (8.96%) Automotive
19 4 (5.97%) Statistics

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:

Applications
1 3 (4.48%) Simulink
Cloud Services
1 1 (1.49%) Amazon AWS
General
1 6 (8.96%) Aerospace
1 6 (8.96%) Automotive
2 3 (4.48%) Games
3 1 (1.49%) Finance
Job Titles
1 39 (58.21%) Developer
1 39 (58.21%) Software Engineer
2 27 (40.30%) Computer Engineer
2 27 (40.30%) Computer Vision Engineer
2 27 (40.30%) Developer/Software Engineer
2 27 (40.30%) Software Developer
3 22 (32.84%) C++ Software Engineer
4 17 (25.37%) C++ Developer
5 16 (23.88%) Python Engineer
6 15 (22.39%) C++ Software Developer
7 14 (20.90%) Python Developer
8 12 (17.91%) Computer Vision Developer
9 9 (13.43%) Machine Learning Engineer
10 7 (10.45%) Python Software Engineer
11 6 (8.96%) Graduate
11 6 (8.96%) Java Engineer
12 5 (7.46%) Java Developer
12 5 (7.46%) Java Software Engineer
13 4 (5.97%) Java Software Developer
13 4 (5.97%) Machine Learning Researcher
Libraries, Frameworks & Software Standards
1 57 (85.07%) Natural Language Processing
2 41 (61.19%) TensorFlow
3 3 (4.48%) OpenCL
3 3 (4.48%) OpenCV
4 2 (2.99%) Django
Miscellaneous
1 45 (67.16%) Algorithms
2 19 (28.36%) Computer Science
3 3 (4.48%) CUDA
4 1 (1.49%) Hedge funds
4 1 (1.49%) NHS
Operating Systems
1 3 (4.48%) Linux
1 3 (4.48%) Windows
Processes & Methodologies
1 65 (97.01%) Computer Vision
2 64 (95.52%) Machine Learning
3 63 (94.03%) Deep Learning
4 53 (79.10%) Software Engineering
5 51 (76.12%) Reinforcement Learning
6 43 (64.18%) Probabilistic Modelling
7 42 (62.69%) Artificial Intelligence
8 41 (61.19%) Biology
8 41 (61.19%) Computational Biology
8 41 (61.19%) Computational Linguistics
8 41 (61.19%) Distributed Algorithms
8 41 (61.19%) Multithreading
9 22 (32.84%) Neural Network
10 21 (31.34%) Mathematics
11 13 (19.40%) Signal Processing
12 4 (5.97%) Statistics
13 3 (4.48%) DNA
13 3 (4.48%) Game Theory
13 3 (4.48%) Kalman Filter
13 3 (4.48%) Statistical Analysis
Programming Languages
1 64 (95.52%) Python
2 60 (89.55%) C++
3 47 (70.15%) C
4 44 (65.67%) Java
5 41 (61.19%) C#
6 6 (8.96%) MATLAB
Qualifications
1 64 (95.52%) PhD
2 41 (61.19%) MPhil