Period
to 19 June 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 19 June 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
19 Jun 2018
Same period 2017 Same period 2016
Rank 126 169 157
Rank change year-on-year +43 -12 +14
Permanent jobs citing Bayesian Methods 52 3 28
As % of all permanent IT jobs advertised in Oxfordshire 1.74% 0.11% 0.93%
As % of the Processes & Methodologies category 1.90% 0.12% 1.05%
Number of salaries quoted 49 3 23
Oxfordshire median annual salary £65,000 £40,000 £55,000
Median salary % change year-on-year +62.50% -27.27% +15.79%
10th Percentile £48,750 £34,500 £52,500
90th Percentile £72,500 £56,500 £57,500
South East median annual salary £65,000 £55,000 £55,000
% change year-on-year +18.18% - +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 2,730 2,488 2,662
As % of all permanent IT jobs advertised in Oxfordshire 91.21% 89.95% 88.41%
Number of salaries quoted 2,414 2,052 2,184
Oxfordshire median annual salary £47,750 £42,500 £46,000
Median salary % change year-on-year +12.35% -7.61% +8.24%
10th Percentile £30,000 £27,000 £26,750
90th Percentile £71,250 £67,500 £68,000
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 19 June 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 19 June 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 +19 46 £67,500 +68.75% 7
Bayesian Methods
South East

For the 6 months to 19 June 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 49 (94.23%) Python
1 49 (94.23%) Machine Learning
2 47 (90.38%) PhD
3 46 (88.46%) C++
3 46 (88.46%) Natural Language Processing
3 46 (88.46%) Deep Learning
4 45 (86.54%) Computer Vision
5 34 (65.38%) Software Engineering
6 29 (55.77%) Neural Network
7 26 (50.00%) C
8 25 (48.08%) Java
8 25 (48.08%) Mathematics
9 24 (46.15%) Algorithms
10 23 (44.23%) Computer Science
10 23 (44.23%) Reinforcement Learning
11 22 (42.31%) Probabilistic Modelling
11 22 (42.31%) Signal Processing
12 21 (40.38%) Artificial Intelligence
13 20 (38.46%) TensorFlow
14 17 (32.69%) C#
14 17 (32.69%) Distributed Algorithms
14 17 (32.69%) Biology
14 17 (32.69%) Multithreading
14 17 (32.69%) Computational Linguistics
14 17 (32.69%) Computational Biology
15 14 (26.92%) MATLAB
16 9 (17.31%) Statistics
17 8 (15.38%) Data Science
18 6 (11.54%) Game Theory
18 6 (11.54%) Statistical Analysis

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 (5.77%) Simulink
Cloud Services
1 1 (1.92%) Amazon AWS
Database & Business Intelligence
1 3 (5.77%) Big Data
General
1 6 (11.54%) Games
2 4 (7.69%) Aerospace
2 4 (7.69%) Automotive
3 3 (5.77%) Finance
Job Titles
1 25 (48.08%) Software Engineer
2 21 (40.38%) Computer Engineer
2 21 (40.38%) Computer Vision Engineer
3 18 (34.62%) Developer
4 12 (23.08%) C++ Software Engineer
5 9 (17.31%) Developer/Software Engineer
5 9 (17.31%) Machine Learning Researcher
5 9 (17.31%) Python Developer
5 9 (17.31%) Software Developer
6 8 (15.38%) Python Engineer
7 5 (9.62%) C++ Developer
8 4 (7.69%) Java Developer
8 4 (7.69%) Java Engineer
9 3 (5.77%) Computer Vision Developer
9 3 (5.77%) Java Software Developer
9 3 (5.77%) Java Software Engineer
9 3 (5.77%) Machine Learning Developer
9 3 (5.77%) Machine Learning Scientist
9 3 (5.77%) Python Software Engineer
10 2 (3.85%) Data Science Developer
Libraries, Frameworks & Software Standards
1 46 (88.46%) Natural Language Processing
2 20 (38.46%) TensorFlow
3 3 (5.77%) OpenCL
3 3 (5.77%) OpenCV
4 2 (3.85%) Django
Miscellaneous
1 24 (46.15%) Algorithms
2 23 (44.23%) Computer Science
3 3 (5.77%) CUDA
4 1 (1.92%) Hedge funds
4 1 (1.92%) NHS
Operating Systems
1 3 (5.77%) Linux
1 3 (5.77%) Windows
Processes & Methodologies
1 49 (94.23%) Machine Learning
2 46 (88.46%) Deep Learning
3 45 (86.54%) Computer Vision
4 34 (65.38%) Software Engineering
5 29 (55.77%) Neural Network
6 25 (48.08%) Mathematics
7 23 (44.23%) Reinforcement Learning
8 22 (42.31%) Probabilistic Modelling
8 22 (42.31%) Signal Processing
9 21 (40.38%) Artificial Intelligence
10 17 (32.69%) Biology
10 17 (32.69%) Computational Biology
10 17 (32.69%) Computational Linguistics
10 17 (32.69%) Distributed Algorithms
10 17 (32.69%) Multithreading
11 9 (17.31%) Statistics
12 8 (15.38%) Data Science
13 6 (11.54%) DNA
13 6 (11.54%) Game Theory
13 6 (11.54%) Statistical Analysis
Programming Languages
1 49 (94.23%) Python
2 46 (88.46%) C++
3 26 (50.00%) C
4 25 (48.08%) Java
5 17 (32.69%) C#
6 14 (26.92%) MATLAB
7 5 (9.62%) R
8 3 (5.77%) Julia
8 3 (5.77%) SQL
Qualifications
1 47 (90.38%) PhD
2 2 (3.85%) Degree