PyTorch Contracts with Hybrid/Remote/WFH Options

PyTorch
UK > Work from Home

The table below provides summary statistics for remote or hybrid contract work 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 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 280 328 465
Rank change year-on-year +48 +137 +120
Contract jobs citing PyTorch 24 17 12
As % of all contract jobs with a WFH option 0.24% 0.11% 0.046%
As % of the Libraries, Frameworks & Software Standards category 0.94% 0.46% 0.18%
Number of daily rates quoted 18 9 12
10th Percentile £360 £412 £425
25th Percentile £510 £425 £448
Median daily rate (50th Percentile) £588 £573 £506
Median % change year-on-year +2.62% +13.09% -14.19%
75th Percentile £647 £625 £556
90th Percentile £815 £628 £575
UK median daily rate £575 £573 £550
% change year-on-year +0.44% +4.09% -6.38%
Number of hourly rates quoted 0 2 0
Median hourly rate - £78.75 -
UK median hourly rate - £77.50 £52.50
% change year-on-year - +47.62% +150.00%

All Software Libraries and Frameworks
Work from Home

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 with remote or hybrid options requiring technical specification, industry standards, software libraries and framework skills.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 2,564 3,665 6,520
As % of all contract jobs with a WFH option 25.89% 23.88% 25.22%
Number of daily rates quoted 1,870 2,555 4,857
10th Percentile £365 £331 £395
25th Percentile £425 £428 £450
Median daily rate (50th Percentile) £525 £525 £540
Median % change year-on-year - -2.78% -0.46%
75th Percentile £650 £650 £663
90th Percentile £825 £775 £753
UK median daily rate £525 £530 £550
% change year-on-year -0.94% -3.64% -
Number of hourly rates quoted 31 93 80
10th Percentile £52.50 £28.00 £22.50
25th Percentile £61.25 - £42.13
Median hourly rate £65.00 £43.00 £63.25
Median % change year-on-year +51.16% -32.02% +29.08%
75th Percentile £70.25 £62.00 £75.00
90th Percentile £93.75 £72.50 £80.25
UK median hourly rate £65.00 £46.18 £65.00
% change year-on-year +40.75% -28.95% +32.65%

PyTorch
Trend for Jobs with a WFH Option

Job vacancies with remote working options citing PyTorch as a proportion of all IT jobs advertised.

PyTorch trend for jobs with Hybrid/Remote/WFH options

PyTorch
Daily Rate Trend for Jobs with a WFH Option

3-month moving average daily rate quoted in job vacancies with remote working options citing PyTorch.

PyTorch daily rate for jobs with a WFH option

PyTorch
Daily Rate Histogram for Jobs with a WFH Option

Daily rate distribution for jobs with remote working options citing PyTorch over the 6 months to 1 May 2025.

PyTorch daily rate histogram for jobs with a WFH option

PyTorch
Hourly Rate Trend for Jobs with a WFH Option

3-month moving average hourly rate quoted in job vacancies with remote working options citing PyTorch.

PyTorch hourly rate for jobs with a WFH option

PyTorch
Co-occurring Skills and Capabilities with WFH Options 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 5 (20.83%) Apache Spark
2 4 (16.67%) Apache
3 2 (8.33%) Jupyter
4 1 (4.17%) Confluence
Cloud Services
1 14 (58.33%) AWS
1 14 (58.33%) Azure
2 9 (37.50%) Amazon SageMaker
3 6 (25.00%) GCP
3 6 (25.00%) Serverless
4 4 (16.67%) AWS Lambda
4 4 (16.67%) Azure Machine Learning
5 3 (12.50%) Amazon S3
5 3 (12.50%) AWS CodeCommit
5 3 (12.50%) Azure AI
5 3 (12.50%) Azure Cognitive Services
5 3 (12.50%) Cloud9 IDE
5 3 (12.50%) Textract
6 2 (8.33%) Azure Data Factory
6 2 (8.33%) Azure Functions
6 2 (8.33%) Azure Logic Apps
7 1 (4.17%) Azure DevOps
7 1 (4.17%) Azure Synapse Analytics
7 1 (4.17%) IBM Watson
7 1 (4.17%) Power Platform
Communications & Networking
1 1 (4.17%) MQTT
1 1 (4.17%) NAS
Database & Business Intelligence
1 5 (20.83%) Big Data
1 5 (20.83%) PostgreSQL
2 4 (16.67%) Hadoop
3 3 (12.50%) Data Lake
3 3 (12.50%) Oracle Database
4 2 (8.33%) Data Warehouse
4 2 (8.33%) Tableau
5 1 (4.17%) Elasticsearch
5 1 (4.17%) MongoDB
5 1 (4.17%) Neo4j
5 1 (4.17%) Pinecone
5 1 (4.17%) Power BI
5 1 (4.17%) Redis
5 1 (4.17%) Relational Database
5 1 (4.17%) Weaviate
Development Applications
1 6 (25.00%) MLflow
2 2 (8.33%) Git
3 1 (4.17%) CMake
3 1 (4.17%) GitLab
3 1 (4.17%) Jenkins
3 1 (4.17%) JIRA
General
1 6 (25.00%) Social Skills
2 4 (16.67%) Analytical Skills
3 3 (12.50%) Finance
4 2 (8.33%) Banking
4 2 (8.33%) Investment Banking
4 2 (8.33%) Manufacturing
4 2 (8.33%) Presentation Skills
5 1 (4.17%) Corporate Banking
5 1 (4.17%) Games
5 1 (4.17%) Inclusion and Diversity
5 1 (4.17%) Legal
5 1 (4.17%) Marketing
5 1 (4.17%) Public Sector
5 1 (4.17%) Retail
5 1 (4.17%) Retail Banking
Job Titles
1 5 (20.83%) Senior
2 4 (16.67%) Artificial Intelligence Developer
2 4 (16.67%) Data Scientist
2 4 (16.67%) Developer
3 3 (12.50%) Machine Learning Engineer
4 2 (8.33%) Data Engineer
4 2 (8.33%) Machine Learning Developer
4 2 (8.33%) Python Engineer
4 2 (8.33%) Senior Data Engineer
5 1 (4.17%) Architect
5 1 (4.17%) Artificial Intelligence Engineer
5 1 (4.17%) Azure Engineer
5 1 (4.17%) Computer Engineer
5 1 (4.17%) Computer Vision Engineer
5 1 (4.17%) Data Science Developer
5 1 (4.17%) Graduate
5 1 (4.17%) Junior
5 1 (4.17%) Lead
5 1 (4.17%) Service Manager
5 1 (4.17%) Solutions Architect
Libraries, Frameworks & Software Standards
1 21 (87.50%) TensorFlow
2 10 (41.67%) scikit-learn
3 5 (20.83%) NumPy
3 5 (20.83%) Pandas
4 4 (16.67%) Hugging Face
4 4 (16.67%) OpenCV
4 4 (16.67%) pydantic
5 3 (12.50%) Kafka
5 3 (12.50%) LangChain
5 3 (12.50%) SciPy
6 2 (8.33%) OpenTelemetry
6 2 (8.33%) SpaCy
7 1 (4.17%) ARM Templates
7 1 (4.17%) CNTK
7 1 (4.17%) Elastic Stack
7 1 (4.17%) FastAPI
7 1 (4.17%) Keras
7 1 (4.17%) OpenVINO
7 1 (4.17%) Seaborn
7 1 (4.17%) XGBoost
Miscellaneous
1 7 (29.17%) Algorithms
2 3 (12.50%) Distributed Systems
3 2 (8.33%) Distributed Computing
4 1 (4.17%) AI Agents
4 1 (4.17%) Autonomous Agent
4 1 (4.17%) IoT
Operating Systems
1 2 (8.33%) Linux
2 1 (4.17%) Android
2 1 (4.17%) Windows
Processes & Methodologies
1 22 (91.67%) Artificial Intelligence
2 21 (87.50%) Machine Learning
3 16 (66.67%) Data Science
4 9 (37.50%) LLM
5 8 (33.33%) CI/CD
6 7 (29.17%) Data Engineering
6 7 (29.17%) DevOps
6 7 (29.17%) Natural Language Processing
6 7 (29.17%) Problem-Solving
7 6 (25.00%) Computer Vision
7 6 (25.00%) Containerisation
7 6 (25.00%) Deep Learning
7 6 (25.00%) MLOps
8 5 (20.83%) Analytics
8 5 (20.83%) Decision-Making
8 5 (20.83%) Generative AI
8 5 (20.83%) Visualisation
9 4 (16.67%) Computer Science
9 4 (16.67%) Software Engineering
9 4 (16.67%) Validation
Programming Languages
1 23 (95.83%) Python
2 8 (33.33%) SQL
3 5 (20.83%) R
4 2 (8.33%) Java
5 1 (4.17%) C++
5 1 (4.17%) Go
Qualifications
1 5 (20.83%) Degree
2 3 (12.50%) Master's Degree
2 3 (12.50%) Security Cleared
3 2 (8.33%) Computer Science Degree
3 2 (8.33%) PhD
3 2 (8.33%) SC Cleared
4 1 (4.17%) AWS Certification
4 1 (4.17%) Azure Certification
4 1 (4.17%) DV Cleared
Quality Assurance & Compliance
1 3 (12.50%) Data Quality
2 1 (4.17%) EU AI Act
2 1 (4.17%) GDPR
2 1 (4.17%) NIST
System Software
1 7 (29.17%) Docker
Systems Management
1 7 (29.17%) Kubernetes
2 3 (12.50%) Kubeflow
2 3 (12.50%) Terraform
3 1 (4.17%) Prometheus
Vendors
1 5 (20.83%) OpenAI
2 3 (12.50%) Databricks
2 3 (12.50%) Oracle
3 2 (8.33%) Google
3 2 (8.33%) Microsoft
4 1 (4.17%) IBM
4 1 (4.17%) ServiceNow