Reinforcement Learning Job Trends

Reinforcement Learning
UK

The table below provides summary statistics and salary benchmarking for jobs requiring Reinforcement Learning skills. It covers permanent job vacancies from the 6 months leading up to 15 January 2026, with comparisons to the same periods in the previous two years.

6 months to
15 Jan 2026
Same period 2025 Same period 2024
Rank 619 704 700
Rank change year-on-year +85 -4 +292
Permanent jobs citing Reinforcement Learning 30 7 13
As % of all permanent jobs in the UK 0.050% 0.013% 0.023%
As % of the Processes & Methodologies category 0.061% 0.014% 0.026%
Number of salaries quoted 18 5 11
10th Percentile £65,975 £48,200 £48,000
25th Percentile £70,000 £57,500 £50,125
Median annual salary (50th Percentile) £70,500 £105,000 £65,000
Median % change year-on-year -32.86% +61.54% +8.33%
75th Percentile £88,750 £110,000 £85,250
90th Percentile £103,000 £111,500 £88,750
UK excluding London median annual salary £70,000 £110,000 £65,000
% change year-on-year -36.36% +69.23% +8.33%

All Process & Methodology Skills
UK

Reinforcement Learning falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 48,808 48,616 49,870
As % of all permanent jobs advertised in the UK 80.95% 90.71% 89.93%
Number of salaries quoted 28,796 23,669 37,967
10th Percentile £28,500 £35,000 £31,250
25th Percentile £37,500 £45,000 £42,500
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - -4.00%
75th Percentile £75,000 £80,000 £77,715
90th Percentile £95,000 £100,000 £97,500
UK excluding London median annual salary £50,000 £55,000 £51,971
% change year-on-year -9.09% +5.83% -5.51%

Reinforcement Learning
Job Vacancy Trend

Historical trend showing the proportion of permanent IT job postings citing Reinforcement Learning relative to all permanent IT jobs advertised.

Reinforcement Learning job vacancy trend in the UK

Reinforcement Learning
Salary Trend

Salary distribution trend for jobs in the UK citing Reinforcement Learning.

Salary distribution trend for jobs in the UK citing Reinforcement Learning

Reinforcement Learning
Salary Histogram

Salary distribution for jobs citing Reinforcement Learning over the 6 months to 15 January 2026.

Salary histogram for Reinforcement Learning in the UK

Reinforcement Learning
Top 9 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Reinforcement Learning within the UK over the 6 months to 15 January 2026. 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
Jobs
England +84 29 £70,500 +17.50% 86
UK excluding London +50 19 £70,000 -36.36% 79
South West +10 11 £70,000 - 12
London +72 10 £85,000 +3.03% 15
Work from Home +70 5 £82,500 +37.50% 41
East of England - 4 £82,500 - 14
South East +28 2 £91,250 - 26
Yorkshire - 2 £75,500 - 6
North of England - 2 £75,500 - 14

Reinforcement Learning
Co-Occurring Skills & Capabilities by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 5 (16.67%) Apache Spark
2 1 (3.33%) Confluence
2 1 (3.33%) Kinematics
2 1 (3.33%) SharePoint
Cloud Services
1 8 (26.67%) AWS
1 8 (26.67%) GCP
2 7 (23.33%) Azure
3 3 (10.00%) Serverless
4 2 (6.67%) Amazon EC2
4 2 (6.67%) Amazon S3
4 2 (6.67%) Amazon SageMaker
4 2 (6.67%) AWS CloudFormation
4 2 (6.67%) AWS Lambda
4 2 (6.67%) Power Platform
5 1 (3.33%) Azure Cognitive Services
5 1 (3.33%) Azure Functions
5 1 (3.33%) Azure Logic Apps
5 1 (3.33%) GitHub
5 1 (3.33%) Microsoft 365
5 1 (3.33%) Power Automate
5 1 (3.33%) PowerApps
Communications & Networking
1 3 (10.00%) Broadband
Database & Business Intelligence
1 10 (33.33%) Big Data
2 3 (10.00%) Hadoop
2 3 (10.00%) Tableau
3 2 (6.67%) DynamoDB
4 1 (3.33%) NoSQL
4 1 (3.33%) PostgreSQL
4 1 (3.33%) Power BI
4 1 (3.33%) SQL Server
Development Applications
1 2 (6.67%) MLflow
2 1 (3.33%) GitLab
2 1 (3.33%) JIRA
General
1 9 (30.00%) Social Skills
2 7 (23.33%) Analytical Skills
3 5 (16.67%) Finance
4 4 (13.33%) Marketing
4 4 (13.33%) Organisational Skills
5 2 (6.67%) Banking
5 2 (6.67%) Humanities
5 2 (6.67%) Social Science
6 1 (3.33%) Advertising
6 1 (3.33%) Electronics
6 1 (3.33%) Investment Banking
6 1 (3.33%) Legal
6 1 (3.33%) Manufacturing
6 1 (3.33%) Public Sector
6 1 (3.33%) Spanish Language
6 1 (3.33%) Telecoms
Job Titles
1 10 (33.33%) Lecturer
1 10 (33.33%) Senior
2 5 (16.67%) Artificial Intelligence Developer
2 5 (16.67%) Developer
3 4 (13.33%) Data Scientist
4 3 (10.00%) Data Science Developer
4 3 (10.00%) Principal Data Scientist
4 3 (10.00%) Senior Data Scientist
5 2 (6.67%) C++ Software Engineer
5 2 (6.67%) Lead
5 2 (6.67%) Machine Learning Engineer
5 2 (6.67%) Python Engineer
5 2 (6.67%) Python Software Engineer
5 2 (6.67%) Software Engineer
6 1 (3.33%) DevOps Engineer
6 1 (3.33%) Machine Learning Scientist
6 1 (3.33%) Principal Engineer
6 1 (3.33%) Robotics Engineer
Libraries, Frameworks & Software Standards
1 13 (43.33%) TensorFlow
2 10 (33.33%) PyTorch
3 7 (23.33%) scikit-learn
4 6 (20.00%) NumPy
4 6 (20.00%) Pandas
5 3 (10.00%) Matplotlib
5 3 (10.00%) Seaborn
6 2 (6.67%) Dask
6 2 (6.67%) Kafka
6 2 (6.67%) SciPy
7 1 (3.33%) Caffe
Miscellaneous
1 10 (33.33%) Algorithms
2 2 (6.67%) NHS
3 1 (3.33%) Acoustics
3 1 (3.33%) Augmented Reality
3 1 (3.33%) Robotics
3 1 (3.33%) Stable Diffusion
3 1 (3.33%) Virtual Reality
Operating Systems
1 2 (6.67%) Unix
Processes & Methodologies
1 27 (90.00%) Machine Learning
2 26 (86.67%) AI
3 19 (63.33%) Natural Language Processing
4 13 (43.33%) Computer Science
5 11 (36.67%) Data Science
6 9 (30.00%) Generative AI
7 8 (26.67%) Analytics
8 7 (23.33%) Deep Learning
9 6 (20.00%) Data Analysis
9 6 (20.00%) Decision-Making
9 6 (20.00%) Mentoring
10 5 (16.67%) Feature Engineering
10 5 (16.67%) LLM
10 5 (16.67%) Problem-Solving
10 5 (16.67%) Software Engineering
11 4 (13.33%) MLOps
12 3 (10.00%) Actionable Insight
12 3 (10.00%) Computer Vision
12 3 (10.00%) Decision Tree
12 3 (10.00%) Random Forest
Programming Languages
1 15 (50.00%) Python
2 6 (20.00%) SQL
3 4 (13.33%) R
4 3 (10.00%) C
5 2 (6.67%) Bash
5 2 (6.67%) C#
5 2 (6.67%) C++
5 2 (6.67%) Julia
6 1 (3.33%) MATLAB
6 1 (3.33%) PowerShell
Qualifications
1 12 (40.00%) Degree
2 8 (26.67%) PhD
3 5 (16.67%) Master's Degree
4 3 (10.00%) Computer Science Degree
5 2 (6.67%) AWS Certification
Quality Assurance & Compliance
1 3 (10.00%) Data Quality
System Software
1 2 (6.67%) Docker
Systems Management
1 2 (6.67%) Kubeflow
2 1 (3.33%) Functional Safety
Vendors
1 4 (13.33%) Google
2 1 (3.33%) Microsoft
2 1 (3.33%) Oracle
2 1 (3.33%) SAP
2 1 (3.33%) ServiceNow