Period
to 21 June 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 21 June 2018 with a comparison to the same period in the previous 2 years.

Reinforcement Learning
South East > Oxfordshire
6 months to
21 Jun 2018
Same period 2017 Same period 2016
Rank 146 - 184
Rank change year-on-year - +184 -
Permanent jobs citing Reinforcement Learning 31 0 1
As % of all permanent IT jobs advertised in Oxfordshire 1.03% - 0.033%
As % of the Processes & Methodologies category 1.13% - 0.037%
Number of salaries quoted 31 0 1
Oxfordshire median annual salary £60,000 - £77,500
10th Percentile £48,750 - £71,250
90th Percentile £76,250 - £83,750
South East median annual salary £60,000 £52,500 £77,500
% change year-on-year +14.29% -32.26% -

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 2,738 2,495 2,710
As % of all permanent IT jobs advertised in Oxfordshire 91.11% 90.01% 88.50%
Number of salaries quoted 2,418 2,072 2,223
Oxfordshire median annual salary £50,000 £42,500 £46,000
Median salary % change year-on-year +17.65% -7.61% +8.24%
10th Percentile £30,000 £27,000 £26,750
90th Percentile £71,400 £67,500 £68,000
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 21 June 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 21 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 - 31 £60,000 - 4
Reinforcement Learning
South East

For the 6 months to 21 June 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 31 (100.00%) Python
1 31 (100.00%) Machine Learning
1 31 (100.00%) Deep Learning
2 30 (96.77%) Computer Vision
2 30 (96.77%) C++
3 26 (83.87%) Artificial Intelligence
4 23 (74.19%) PhD
4 23 (74.19%) Bayesian Methods
4 23 (74.19%) Natural Language Processing
5 22 (70.97%) Java
5 22 (70.97%) C
6 18 (58.06%) Probabilistic Modelling
7 17 (54.84%) Computational Linguistics
7 17 (54.84%) Computational Biology
7 17 (54.84%) Multithreading
7 17 (54.84%) Distributed Algorithms
7 17 (54.84%) Algorithms
7 17 (54.84%) TensorFlow
7 17 (54.84%) C#
7 17 (54.84%) Biology
8 15 (48.39%) Software Engineering
9 14 (45.16%) Neural Network
10 8 (25.81%) Linear Algebra
10 8 (25.81%) Robotics
11 5 (16.13%) Statistical Analysis
11 5 (16.13%) Games
11 5 (16.13%) DNA
11 5 (16.13%) MATLAB
11 5 (16.13%) Data Science
11 5 (16.13%) 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 5 (16.13%) Games
2 4 (12.90%) Aerospace
2 4 (12.90%) Automotive
3 1 (3.23%) Finance
Job Titles
1 15 (48.39%) Developer
2 9 (29.03%) Developer/Software Engineer
2 9 (29.03%) Software Developer
2 9 (29.03%) Software Engineer
3 7 (22.58%) Machine Learning Researcher
3 7 (22.58%) Python Developer
3 7 (22.58%) Python Engineer
4 5 (16.13%) Computer Engineer
4 5 (16.13%) Computer Vision Engineer
4 5 (16.13%) Machine Learning Engineer
5 4 (12.90%) Java Developer
5 4 (12.90%) Java Engineer
6 3 (9.68%) Computer Vision Developer
6 3 (9.68%) Java Software Developer
6 3 (9.68%) Java Software Engineer
6 3 (9.68%) Machine Learning Scientist
7 2 (6.45%) C++ Software Developer
7 2 (6.45%) Django Developer
7 2 (6.45%) Python Software Engineer
7 2 (6.45%) Python/Django Developer
Libraries, Frameworks & Software Standards
1 23 (74.19%) Natural Language Processing
2 17 (54.84%) TensorFlow
3 2 (6.45%) Django
Miscellaneous
1 17 (54.84%) Algorithms
2 8 (25.81%) Robotics
3 1 (3.23%) Hedge funds
Processes & Methodologies
1 31 (100.00%) Deep Learning
1 31 (100.00%) Machine Learning
2 30 (96.77%) Computer Vision
3 26 (83.87%) Artificial Intelligence
4 23 (74.19%) Bayesian Methods
5 18 (58.06%) Probabilistic Modelling
6 17 (54.84%) Biology
6 17 (54.84%) Computational Biology
6 17 (54.84%) Computational Linguistics
6 17 (54.84%) Distributed Algorithms
6 17 (54.84%) Multithreading
7 15 (48.39%) Software Engineering
8 14 (45.16%) Neural Network
9 8 (25.81%) Linear Algebra
10 5 (16.13%) Data Science
10 5 (16.13%) DNA
10 5 (16.13%) Game Theory
10 5 (16.13%) Statistical Analysis
11 3 (9.68%) Simultaneous Localization and Mapping
12 1 (3.23%) Quantitative Research
Programming Languages
1 31 (100.00%) Python
2 30 (96.77%) C++
3 22 (70.97%) C
3 22 (70.97%) Java
4 17 (54.84%) C#
5 5 (16.13%) MATLAB
Qualifications
1 23 (74.19%) PhD