Period
to 24 September 2018

The following table provides summary statistics for permanent job vacancies advertised in Oxfordshire with a requirement for Reinforcement Learning skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Reinforcement Learning over the 6 months to 24 September 2018 with a comparison to the same period in the previous 2 years.

Reinforcement Learning
South East > Oxfordshire
6 months to
24 Sep 2018
Same period 2017 Same period 2016
Rank 114 173 -
Rank change year-on-year +59 - -
Permanent jobs citing Reinforcement Learning 54 1 0
As % of all permanent IT jobs advertised in Oxfordshire 1.93% 0.037% -
As % of the Processes & Methodologies category 2.14% 0.041% -
Number of salaries quoted 54 1 0
Oxfordshire median annual salary £53,750 £75,000 -
Median salary % change year-on-year -28.33% - -
South East median annual salary £53,750 £55,000 -
% change year-on-year -2.27% - -

Reinforcement Learning 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% - -

Reinforcement Learning
Job Vacancy Trend in Oxfordshire

Job postings citing Reinforcement Learning as a percentage of all IT jobs advertised in Oxfordshire.

Job vacancy trend for Reinforcement Learning in Oxfordshire

Reinforcement Learning
Salary Trend in Oxfordshire

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

Salary trend for Reinforcement Learning in Oxfordshire

Reinforcement Learning
Salary Histogram in Oxfordshire

The salary distribution of IT jobs citing Reinforcement Learning in Oxfordshire over the 6 months to 24 September 2018.

Salary histogram for Reinforcement Learning in Oxfordshire

Reinforcement Learning
Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Reinforcement Learning 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 +37 54 £53,750 -28.33% 5
Reinforcement Learning
South East

For the 6 months to 24 September 2018, IT jobs citing Reinforcement Learning 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 Reinforcement Learning.

1 54 (100.00%) Python
1 54 (100.00%) Machine Learning
1 54 (100.00%) Deep Learning
2 53 (98.15%) Computer Vision
3 51 (94.44%) Bayesian Methods
3 51 (94.44%) PhD
4 47 (87.04%) C++
5 45 (83.33%) Artificial Intelligence
5 45 (83.33%) Natural Language Processing
6 44 (81.48%) Java
6 44 (81.48%) C
7 42 (77.78%) Probabilistic Modelling
8 41 (75.93%) Algorithms
8 41 (75.93%) TensorFlow
8 41 (75.93%) Computational Linguistics
8 41 (75.93%) Computational Biology
8 41 (75.93%) Multithreading
8 41 (75.93%) Distributed Algorithms
8 41 (75.93%) C#
8 41 (75.93%) Biology
8 41 (75.93%) MPhil
9 38 (70.37%) Software Engineering
10 13 (24.07%) Neural Network
11 6 (11.11%) Mathematics
11 6 (11.11%) Computer Science
11 6 (11.11%) Aerospace
11 6 (11.11%) Automotive
12 3 (5.56%) Data Science
12 3 (5.56%) Linear Algebra
12 3 (5.56%) Game Theory

Reinforcement Learning
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:

General
1 6 (11.11%) Aerospace
1 6 (11.11%) Automotive
2 3 (5.56%) Games
3 1 (1.85%) Finance
Job Titles
1 38 (70.37%) Developer
2 28 (51.85%) Software Engineer
3 27 (50.00%) Developer/Software Engineer
3 27 (50.00%) Software Developer
4 16 (29.63%) C++ Developer
4 16 (29.63%) Computer Engineer
4 16 (29.63%) Computer Vision Engineer
5 15 (27.78%) C++ Software Developer
5 15 (27.78%) C++ Software Engineer
5 15 (27.78%) Python Engineer
6 14 (25.93%) Python Developer
7 12 (22.22%) Computer Vision Developer
8 9 (16.67%) Machine Learning Engineer
9 7 (12.96%) Python Software Engineer
10 6 (11.11%) Graduate
10 6 (11.11%) Java Engineer
10 6 (11.11%) Machine Learning Researcher
11 5 (9.26%) Java Developer
11 5 (9.26%) Java Software Engineer
12 4 (7.41%) Java Software Developer
Libraries, Frameworks & Software Standards
1 45 (83.33%) Natural Language Processing
2 41 (75.93%) TensorFlow
3 2 (3.70%) Django
Miscellaneous
1 41 (75.93%) Algorithms
2 6 (11.11%) Computer Science
3 3 (5.56%) Robotics
4 1 (1.85%) Hedge funds
Processes & Methodologies
1 54 (100.00%) Deep Learning
1 54 (100.00%) Machine Learning
2 53 (98.15%) Computer Vision
3 51 (94.44%) Bayesian Methods
4 45 (83.33%) Artificial Intelligence
5 42 (77.78%) Probabilistic Modelling
6 41 (75.93%) Biology
6 41 (75.93%) Computational Biology
6 41 (75.93%) Computational Linguistics
6 41 (75.93%) Distributed Algorithms
6 41 (75.93%) Multithreading
7 38 (70.37%) Software Engineering
8 13 (24.07%) Neural Network
9 6 (11.11%) Mathematics
10 3 (5.56%) Data Science
10 3 (5.56%) DNA
10 3 (5.56%) Game Theory
10 3 (5.56%) Linear Algebra
10 3 (5.56%) Statistical Analysis
11 2 (3.70%) Simultaneous Localization and Mapping
Programming Languages
1 54 (100.00%) Python
2 47 (87.04%) C++
3 44 (81.48%) C
3 44 (81.48%) Java
4 41 (75.93%) C#
5 3 (5.56%) MATLAB
Qualifications
1 51 (94.44%) PhD
2 41 (75.93%) MPhil