Reinforcement Learning Contract Job Trends in Edinburgh

Reinforcement Learning
Scotland > Edinburgh

The table below provides summary statistics and contractor rates for jobs advertised in Edinburgh requiring Reinforcement Learning skills. It covers vacancies from the 6 months leading up to 18 September 2025, with comparisons to the same periods in the previous two years.

6 months to
18 Sep 2025
Same period 2024 Same period 2023
Rank 67 - 97
Rank change year-on-year - - -
Contract jobs citing Reinforcement Learning 1 0 1
As % of all contract jobs advertised in Edinburgh 0.16% - 0.095%
As % of the Processes & Methodologies category 0.17% - 0.10%
Number of daily rates quoted 1 0 0
Median daily rate (50th Percentile) £550 - -
Scotland median daily rate £550 - -

All Process and Methodology Skills
Edinburgh

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

Contract vacancies with a requirement for process or methodology skills 603 705 964
As % of all contract IT jobs advertised in Edinburgh 94.37% 85.56% 91.81%
Number of daily rates quoted 303 370 614
10th Percentile £309 £221 £225
25th Percentile £413 £363 £400
Median daily rate (50th Percentile) £488 £450 £475
Median % change year-on-year +8.44% -5.26% -1.04%
75th Percentile £550 £538 £538
90th Percentile £600 £626 £600
Scotland median daily rate £465 £450 £475
% change year-on-year +3.33% -5.26% -
Number of hourly rates quoted 24 23 6
10th Percentile - £13.27 £12.41
25th Percentile £17.30 £16.50 £20.18
Median hourly rate £17.87 £22.00 £47.50
Median % change year-on-year -18.77% -53.68% +152.32%
75th Percentile £49.35 £24.18 £53.74
90th Percentile £63.88 £48.84 £58.13
Scotland median hourly rate £20.00 £20.94 £19.59
% change year-on-year -4.48% +6.88% -8.88%

Reinforcement Learning
Job Vacancy Trend in Edinburgh

Job postings citing Reinforcement Learning as a proportion of all IT jobs advertised in Edinburgh.

Job vacancy trend for Reinforcement Learning in Edinburgh

Reinforcement Learning
Daily Rate Trend in Edinburgh

Contractor daily rate distribution trend for jobs in Edinburgh citing Reinforcement Learning.

Contractor daily rate distribution trend for jobs in Edinburgh citing Reinforcement Learning

Reinforcement Learning
Co-occurring Skills and Capabilities in Edinburgh by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 1 (100.00%) Apache
1 1 (100.00%) Apache Airflow
Cloud Services
1 1 (100.00%) Amazon CloudWatch
1 1 (100.00%) Amazon ECS
1 1 (100.00%) Amazon EKS
1 1 (100.00%) Amazon S3
1 1 (100.00%) Amazon SQS
1 1 (100.00%) AWS
1 1 (100.00%) AWS Lambda
1 1 (100.00%) Dagster
1 1 (100.00%) Serverless
Communications & Networking
1 1 (100.00%) HTTP
Development Applications
1 1 (100.00%) MLflow
Job Titles
1 1 (100.00%) Python Engineer
Libraries, Frameworks & Software Standards
1 1 (100.00%) AWS CDK
1 1 (100.00%) boto
1 1 (100.00%) FastAPI
1 1 (100.00%) Hugging Face
1 1 (100.00%) JWT
1 1 (100.00%) NumPy
1 1 (100.00%) OAuth
1 1 (100.00%) OpenCV
1 1 (100.00%) Pandas
1 1 (100.00%) PyTorch
1 1 (100.00%) REST
1 1 (100.00%) SQLAlchemy
Miscellaneous
1 1 (100.00%) Algorithms
1 1 (100.00%) Data Structures
1 1 (100.00%) Legacy Systems
1 1 (100.00%) Product Ownership
Processes & Methodologies
1 1 (100.00%) Agile
1 1 (100.00%) API Development
1 1 (100.00%) API Integration
1 1 (100.00%) Artificial Intelligence
1 1 (100.00%) Community of Practice
1 1 (100.00%) Computer Vision
1 1 (100.00%) Data Cleansing
1 1 (100.00%) Deep Learning
1 1 (100.00%) ETL
1 1 (100.00%) Kanban
1 1 (100.00%) Machine Learning
1 1 (100.00%) OCR
1 1 (100.00%) OO
1 1 (100.00%) OOP
1 1 (100.00%) Pair Programming
1 1 (100.00%) Scrum
1 1 (100.00%) Software Delivery
1 1 (100.00%) TDD
1 1 (100.00%) Technical Leadership
1 1 (100.00%) Workflow
Programming Languages
1 1 (100.00%) Python
Quality Assurance & Compliance
1 1 (100.00%) Accessibility
1 1 (100.00%) Disclosure Scotland
Systems Management
1 1 (100.00%) Grafana
1 1 (100.00%) Kubernetes