PyTorch Contracts in Edinburgh

PyTorch
Scotland > Edinburgh

The table below provides summary statistics for contract job vacancies advertised in Edinburgh requiring PyTorch skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited PyTorch over the 6 months leading up to 5 August 2025, comparing them to the same period in the previous two years.

6 months to
5 Aug 2025		 Same period 2024 Same period 2023
Rank 64 75 -
Rank change year-on-year +11 - -
Contract jobs citing PyTorch 3 3 0
As % of all contract jobs advertised in Edinburgh 0.46% 0.36% -
As % of the Libraries, Frameworks & Software Standards category 2.08% 1.64% -
Number of daily rates quoted 3 3 0
10th Percentile £503 £449 -
25th Percentile £506 £466 -
Median daily rate (50th Percentile) £525 £494 -
Median % change year-on-year +6.28% - -
75th Percentile £541 - -
90th Percentile £544 - -
Scotland median daily rate £535 £485 -
% change year-on-year +10.42% - -

All Software Libraries and Frameworks
Edinburgh

PyTorch falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring technical specification, industry standards, software libraries and framework skills in Edinburgh.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 144 183 354
As % of all contract IT jobs advertised in Edinburgh 22.12% 21.84% 30.78%
Number of daily rates quoted 102 119 260
10th Percentile £406 £375 £394
25th Percentile £450 £413 £431
Median daily rate (50th Percentile) £492 £475 £479
Median % change year-on-year +3.47% -0.89% -4.15%
75th Percentile £524 £578 £538
90th Percentile £598 £705 £600
Scotland median daily rate £475 £450 £480
% change year-on-year +5.56% -6.25% -4.00%
Number of hourly rates quoted 0 1 0
Median hourly rate - £55.00 -
Scotland median hourly rate £55.00 £55.00 £47.73
% change year-on-year - +15.23% +0.48%

PyTorch
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for PyTorch in Edinburgh

PyTorch
Contractor Daily Rate Trend in Edinburgh

3-month moving average daily rate quoted in jobs citing PyTorch in Edinburgh.

Daily rate trend for PyTorch in Edinburgh

PyTorch
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 (33.33%) Apache
1 1 (33.33%) Apache Airflow
Cloud Services
1 2 (66.67%) Amazon S3
1 2 (66.67%) AWS
1 2 (66.67%) AWS Lambda
1 2 (66.67%) Serverless
2 1 (33.33%) Amazon CloudWatch
2 1 (33.33%) Amazon ECS
2 1 (33.33%) Amazon EKS
2 1 (33.33%) Amazon SQS
2 1 (33.33%) AWS CloudFormation
2 1 (33.33%) Dagster
2 1 (33.33%) OpenShift
2 1 (33.33%) Textract
Communications & Networking
1 1 (33.33%) HTTP
Database & Business Intelligence
1 1 (33.33%) Redis
Development Applications
1 1 (33.33%) Jenkins
General
1 1 (33.33%) Public Sector
1 1 (33.33%) Social Skills
Job Titles
1 2 (66.67%) Artificial Intelligence Engineer
2 1 (33.33%) Automation Engineer
2 1 (33.33%) Development Engineer
2 1 (33.33%) Platform Engineer
Libraries, Frameworks & Software Standards
1 2 (66.67%) FastAPI
1 2 (66.67%) OAuth
1 2 (66.67%) REST
2 1 (33.33%) AWS CDK
2 1 (33.33%) boto
2 1 (33.33%) Flask
2 1 (33.33%) Hugging Face
2 1 (33.33%) JWT
2 1 (33.33%) Kafka
2 1 (33.33%) LangChain
2 1 (33.33%) LangGraph
2 1 (33.33%) NumPy
2 1 (33.33%) OAuth2
2 1 (33.33%) OpenCV
2 1 (33.33%) Pandas
2 1 (33.33%) RESTful
2 1 (33.33%) SpaCy
2 1 (33.33%) SQLAlchemy
2 1 (33.33%) TensorFlow
Miscellaneous
1 1 (33.33%) AI Agents
1 1 (33.33%) Algorithms
1 1 (33.33%) Cloud Native
1 1 (33.33%) Data Structures
Processes & Methodologies
1 3 (100.00%) Agile
1 3 (100.00%) Artificial Intelligence
1 3 (100.00%) Machine Learning
2 2 (66.67%) Containerisation
2 2 (66.67%) Deep Learning
2 2 (66.67%) Infrastructure as Code
2 2 (66.67%) LLM
2 2 (66.67%) MLOps
2 2 (66.67%) OCR
2 2 (66.67%) Scrum
3 1 (33.33%) Async-Await
3 1 (33.33%) CI/CD
3 1 (33.33%) Code Quality
3 1 (33.33%) Generative AI
3 1 (33.33%) GitOps
3 1 (33.33%) Intelligent Automation
3 1 (33.33%) ModelOps
3 1 (33.33%) Observability
3 1 (33.33%) Platform Engineering
3 1 (33.33%) Service Design
Programming Languages
1 3 (100.00%) Python
2 2 (66.67%) TypeScript
3 1 (33.33%) SQL
Quality Assurance & Compliance
1 1 (33.33%) Accessibility
1 1 (33.33%) Disclosure Scotland
Systems Management
1 3 (100.00%) Grafana
2 2 (66.67%) Kubernetes
3 1 (33.33%) Kustomize
3 1 (33.33%) Prometheus
7 PyTorch jobs in Scotland