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 18 June 2025, comparing them to the same period in the previous two years.

6 months to
18 Jun 2025
Same period 2024 Same period 2023
Rank 278 319 425
Rank change year-on-year +41 +106 +154
Contract jobs citing PyTorch 27 22 28
As % of all contract jobs with a WFH option 0.28% 0.15% 0.12%
As % of the Libraries, Frameworks & Software Standards category 1.04% 0.59% 0.47%
Number of daily rates quoted 19 12 27
10th Percentile £361 £432 £408
25th Percentile £479 £494 £425
Median daily rate (50th Percentile) £575 £586 £540
Median % change year-on-year -1.92% +8.56% -8.47%
75th Percentile £681 £638 £688
90th Percentile £810 £675 £1,100
UK median daily rate £575 £566 £545
% change year-on-year +1.55% +3.90% -7.63%
Number of hourly rates quoted 0 2 0
Median hourly rate - £78.75 -
UK median hourly rate - £61.84 £46.18
% change year-on-year - +33.91% -9.89%

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 2,606 3,727 5,945
As % of all contract jobs with a WFH option 26.70% 25.23% 24.98%
Number of daily rates quoted 1,876 2,608 4,458
10th Percentile £358 £350 £385
25th Percentile £418 £431 £450
Median daily rate (50th Percentile) £525 £538 £538
Median % change year-on-year -2.33% - -2.27%
75th Percentile £650 £661 £650
90th Percentile £825 £825 £750
UK median daily rate £515 £535 £550
% change year-on-year -3.74% -2.73% -
Number of hourly rates quoted 31 94 76
10th Percentile £52.50 £24.68 £25.75
25th Percentile £61.25 - £49.06
Median hourly rate £65.00 £43.00 £65.00
Median % change year-on-year +51.16% -33.85% +23.81%
75th Percentile £68.00 £62.00 £74.06
90th Percentile £87.50 £72.50 £79.50
UK median hourly rate £57.50 £50.00 £65.00
% change year-on-year +15.00% -23.08% +23.81%

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 18 June 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 (18.52%) Apache Spark
2 2 (7.41%) Jupyter
3 1 (3.70%) Apache
3 1 (3.70%) Apache Airflow
Cloud Services
1 15 (55.56%) AWS
2 12 (44.44%) Azure
3 7 (25.93%) Amazon SageMaker
4 5 (18.52%) Serverless
5 4 (14.81%) AWS Lambda
5 4 (14.81%) GCP
6 3 (11.11%) Amazon S3
6 3 (11.11%) Vertex AI
7 2 (7.41%) Anthropic Claude
7 2 (7.41%) AWS CodeCommit
7 2 (7.41%) Azure AI
7 2 (7.41%) Azure Machine Learning
7 2 (7.41%) Cloud9 IDE
7 2 (7.41%) GitHub
7 2 (7.41%) GitHub Actions
7 2 (7.41%) Textract
8 1 (3.70%) Azure Functions
8 1 (3.70%) Azure Logic Apps
8 1 (3.70%) Datadog
8 1 (3.70%) Snowflake
Communications & Networking
1 2 (7.41%) MQTT
2 1 (3.70%) NAS
Database & Business Intelligence
1 4 (14.81%) PostgreSQL
2 3 (11.11%) Big Data
2 3 (11.11%) Hadoop
2 3 (11.11%) Tableau
3 2 (7.41%) Oracle Database
3 2 (7.41%) Pinecone
3 2 (7.41%) Redis
3 2 (7.41%) Weaviate
4 1 (3.70%) Data Mining
4 1 (3.70%) Elasticsearch
4 1 (3.70%) MongoDB
4 1 (3.70%) Neo4j
4 1 (3.70%) Power BI
4 1 (3.70%) Relational Database
Development Applications
1 6 (22.22%) MLflow
2 3 (11.11%) Git
3 1 (3.70%) CMake
3 1 (3.70%) Jenkins
General
1 4 (14.81%) Analytical Skills
1 4 (14.81%) Social Skills
2 3 (11.11%) Finance
3 2 (7.41%) Banking
3 2 (7.41%) Games
3 2 (7.41%) Investment Banking
3 2 (7.41%) Presentation Skills
4 1 (3.70%) Corporate Banking
4 1 (3.70%) Inclusion and Diversity
4 1 (3.70%) Legal
4 1 (3.70%) Manufacturing
4 1 (3.70%) Public Sector
4 1 (3.70%) Retail
4 1 (3.70%) Retail Banking
Job Titles
1 6 (22.22%) Machine Learning Engineer
2 5 (18.52%) Artificial Intelligence Developer
2 5 (18.52%) Data Scientist
2 5 (18.52%) Developer
2 5 (18.52%) Senior
3 2 (7.41%) Artificial Intelligence Engineer
3 2 (7.41%) Cloud Engineer
3 2 (7.41%) Data Science Developer
3 2 (7.41%) Python Engineer
4 1 (3.70%) Architect
4 1 (3.70%) Computer Engineer
4 1 (3.70%) Computer Vision Engineer
4 1 (3.70%) Graduate
4 1 (3.70%) Junior
4 1 (3.70%) Machine Learning Developer
4 1 (3.70%) Research Scientist
4 1 (3.70%) Senior Cloud Engineer
4 1 (3.70%) Solutions Architect
Libraries, Frameworks & Software Standards
1 23 (85.19%) TensorFlow
2 12 (44.44%) scikit-learn
3 7 (25.93%) Pandas
4 5 (18.52%) LangChain
4 5 (18.52%) NumPy
5 4 (14.81%) Hugging Face
6 3 (11.11%) OpenCV
6 3 (11.11%) OpenTelemetry
6 3 (11.11%) pydantic
7 2 (7.41%) Elastic Stack
7 2 (7.41%) Google JAX
7 2 (7.41%) JAX
7 2 (7.41%) Kafka
7 2 (7.41%) Matplotlib
7 2 (7.41%) RabbitMQ
7 2 (7.41%) REST
7 2 (7.41%) SciPy
7 2 (7.41%) Seaborn
7 2 (7.41%) SpaCy
8 1 (3.70%) Gensim
Miscellaneous
1 9 (33.33%) Algorithms
2 2 (7.41%) AI Agents
2 2 (7.41%) Autonomous Agent
2 2 (7.41%) Data Structures
2 2 (7.41%) Distributed Systems
3 1 (3.70%) Virtual Team
Operating Systems
1 2 (7.41%) Linux
2 1 (3.70%) Android
2 1 (3.70%) Windows
Processes & Methodologies
1 24 (88.89%) Machine Learning
2 23 (85.19%) Artificial Intelligence
3 17 (62.96%) Data Science
4 13 (48.15%) LLM
5 10 (37.04%) Generative AI
6 9 (33.33%) Computer Science
6 9 (33.33%) MLOps
6 9 (33.33%) Natural Language Processing
7 8 (29.63%) Deep Learning
8 6 (22.22%) Computer Vision
8 6 (22.22%) Decision-Making
8 6 (22.22%) Reinforcement Learning
9 5 (18.52%) Visualisation
10 4 (14.81%) CI/CD
10 4 (14.81%) Data Munging
10 4 (14.81%) Feature Engineering
10 4 (14.81%) Mathematics
10 4 (14.81%) Open Source
10 4 (14.81%) Problem-Solving
10 4 (14.81%) Software Engineering
Programming Languages
1 26 (96.30%) Python
2 6 (22.22%) SQL
3 5 (18.52%) R
4 3 (11.11%) Java
5 2 (7.41%) Go
6 1 (3.70%) Bash
6 1 (3.70%) C++
Qualifications
1 10 (37.04%) Degree
2 6 (22.22%) Master's Degree
2 6 (22.22%) PhD
3 3 (11.11%) Security Cleared
4 2 (7.41%) Computer Science Degree
4 2 (7.41%) SC Cleared
5 1 (3.70%) AWS Certification
5 1 (3.70%) DV Cleared
Quality Assurance & Compliance
1 2 (7.41%) Data Quality
2 1 (3.70%) EU AI Act
2 1 (3.70%) GDPR
2 1 (3.70%) NIST
System Software
1 8 (29.63%) Docker
Systems Management
1 6 (22.22%) Kubernetes
2 3 (11.11%) Kubeflow
3 2 (7.41%) Prometheus
3 2 (7.41%) Terraform
Vendors
1 5 (18.52%) OpenAI
2 3 (11.11%) Google
3 2 (7.41%) Databricks
3 2 (7.41%) Oracle
4 1 (3.70%) IBM
4 1 (3.70%) Microsoft
4 1 (3.70%) ServiceNow