Period
to 22 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Oxfordshire with a requirement for Probabilistic Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Probabilistic Modelling over the 6 months to 22 July 2018 with a comparison to the same period in the previous 2 years.

Probabilistic Modelling
South East > Oxfordshire
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 156 166 171
Rank change year-on-year +10 +5 +3
Permanent jobs citing Probabilistic Modelling 29 1 18
As % of all permanent IT jobs advertised in Oxfordshire 0.95% 0.036% 0.57%
As % of the Processes & Methodologies category 1.05% 0.040% 0.64%
Number of salaries quoted 29 1 17
Oxfordshire median annual salary £55,000 £55,000 £55,000
10th Percentile £48,750 £50,000 £52,500
90th Percentile £67,500 £60,000 £57,500
South East median annual salary £55,000 £55,000 £55,000

Probabilistic Modelling 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 2,761 2,520 2,822
As % of all permanent IT jobs advertised in Oxfordshire 90.88% 89.74% 89.11%
Number of salaries quoted 2,468 2,127 2,297
Oxfordshire median annual salary £50,000 £45,000 £47,500
Median salary % change year-on-year +11.11% -5.26% +11.76%
10th Percentile £31,000 £27,500 £27,000
90th Percentile £71,250 £67,500 £67,500
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

Probabilistic Modelling
Job Vacancy Trend in Oxfordshire

Job postings citing Probabilistic Modelling as a percentage of all IT jobs advertised in Oxfordshire.

Job vacancy trend for Probabilistic Modelling in Oxfordshire

Probabilistic Modelling
Salary Trend in Oxfordshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Probabilistic Modelling in Oxfordshire.

Salary trend for Probabilistic Modelling in Oxfordshire

Probabilistic Modelling
Salary Histogram in Oxfordshire

The salary distribution of IT jobs citing Probabilistic Modelling in Oxfordshire over the 6 months to 22 July 2018.

Salary histogram for Probabilistic Modelling in Oxfordshire

Probabilistic Modelling
Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Probabilistic Modelling within the Oxfordshire region over the 6 months to 22 July 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 +21 29 £55,000 - 5
Probabilistic Modelling
South East

For the 6 months to 22 July 2018, IT jobs citing Probabilistic Modelling 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 Probabilistic Modelling.

1 29 (100.00%) Python
1 29 (100.00%) PhD
1 29 (100.00%) Machine Learning
1 29 (100.00%) Bayesian Methods
2 28 (96.55%) Algorithms
2 28 (96.55%) Deep Learning
2 28 (96.55%) Natural Language Processing
2 28 (96.55%) Reinforcement Learning
2 28 (96.55%) C++
2 28 (96.55%) Artificial Intelligence
3 27 (93.10%) Multithreading
3 27 (93.10%) Biology
3 27 (93.10%) Java
3 27 (93.10%) C
3 27 (93.10%) C#
3 27 (93.10%) Computational Linguistics
3 27 (93.10%) Computational Biology
3 27 (93.10%) Computer Vision
3 27 (93.10%) Distributed Algorithms
3 27 (93.10%) TensorFlow
4 25 (86.21%) Software Engineering
5 6 (20.69%) Aerospace
5 6 (20.69%) Automotive
6 2 (6.90%) Django
7 1 (3.45%) Hedge funds
7 1 (3.45%) Signal Processing
7 1 (3.45%) Probabilistic Estimation
7 1 (3.45%) Statistical Computing
7 1 (3.45%) Quantitative Research
7 1 (3.45%) Statistics

Probabilistic Modelling
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:

Cloud Services
1 1 (3.45%) Amazon AWS
General
1 6 (20.69%) Aerospace
1 6 (20.69%) Automotive
2 1 (3.45%) Finance
Job Titles
1 25 (86.21%) Developer
2 18 (62.07%) Software Engineer
3 17 (58.62%) Developer/Software Engineer
3 17 (58.62%) Software Developer
4 11 (37.93%) Python Developer
4 11 (37.93%) Python Engineer
5 8 (27.59%) Computer Engineer
5 8 (27.59%) Computer Vision Engineer
6 7 (24.14%) C++ Developer
6 7 (24.14%) Computer Vision Developer
7 6 (20.69%) C++ Software Developer
7 6 (20.69%) C++ Software Engineer
7 6 (20.69%) Java Engineer
8 5 (17.24%) Java Developer
8 5 (17.24%) Java Software Engineer
8 5 (17.24%) Python Software Engineer
9 4 (13.79%) Java Software Developer
10 2 (6.90%) Django Developer
10 2 (6.90%) Machine Learning Engineer
10 2 (6.90%) Python/Django Developer
Libraries, Frameworks & Software Standards
1 28 (96.55%) Natural Language Processing
2 27 (93.10%) TensorFlow
3 2 (6.90%) Django
Miscellaneous
1 28 (96.55%) Algorithms
2 1 (3.45%) Computer Science
2 1 (3.45%) Hedge funds
2 1 (3.45%) NHS
Processes & Methodologies
1 29 (100.00%) Bayesian Methods
1 29 (100.00%) Machine Learning
2 28 (96.55%) Artificial Intelligence
2 28 (96.55%) Deep Learning
2 28 (96.55%) Reinforcement Learning
3 27 (93.10%) Biology
3 27 (93.10%) Computational Biology
3 27 (93.10%) Computational Linguistics
3 27 (93.10%) Computer Vision
3 27 (93.10%) Distributed Algorithms
3 27 (93.10%) Multithreading
4 25 (86.21%) Software Engineering
5 1 (3.45%) Econometrics
5 1 (3.45%) Neural Network
5 1 (3.45%) Probabilistic Estimation
5 1 (3.45%) Quantitative Research
5 1 (3.45%) Signal Processing
5 1 (3.45%) Statistical Computing
5 1 (3.45%) Statistics
5 1 (3.45%) Time Management
Programming Languages
1 29 (100.00%) Python
2 28 (96.55%) C++
3 27 (93.10%) C
3 27 (93.10%) C#
3 27 (93.10%) Java
Qualifications
1 29 (100.00%) PhD