PyTorch
UK

The table below provides summary statistics for permanent job vacancies requiring PyTorch skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited PyTorch over the 6 months leading up to 18 May 2025, comparing them to the same period in the previous two years.

6 months to
18 May 2025
Same period 2024 Same period 2023
Rank 624 726 836
Rank change year-on-year +102 +110 -64
Permanent jobs citing PyTorch 105 158 125
As % of all permanent jobs advertised in the UK 0.19% 0.16% 0.13%
As % of the Libraries, Frameworks & Software Standards category 1.09% 0.75% 0.42%
Number of salaries quoted 61 116 105
10th Percentile £45,000 £46,875 £48,000
25th Percentile £60,000 £55,000 £60,000
Median annual salary (50th Percentile) £80,000 £71,250 £75,000
Median % change year-on-year +12.28% -5.00% -6.25%
75th Percentile £105,000 £90,000 £90,000
90th Percentile £120,000 £122,500 £110,000
UK excluding London median annual salary £65,000 £62,500 £75,000
% change year-on-year +4.00% -16.67% +20.97%

All Software Libraries and Frameworks
UK

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

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 9,594 21,098 29,977
As % of all permanent jobs advertised in the UK 17.13% 21.14% 30.21%
Number of salaries quoted 6,249 15,750 18,482
10th Percentile £38,000 £36,250 £40,758
25th Percentile £50,750 £45,000 £50,500
Median annual salary (50th Percentile) £65,000 £60,000 £67,500
Median % change year-on-year +8.33% -11.11% +5.88%
75th Percentile £87,500 £78,750 £87,500
90th Percentile £111,250 £100,000 £106,250
UK excluding London median annual salary £60,000 £55,000 £57,500
% change year-on-year +9.09% -4.35% +4.55%

PyTorch
Job Vacancy Trend

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

Job vacancy trend for PyTorch in the UK

PyTorch
Salary Trend

3-month moving average salary quoted in jobs citing PyTorch.

Salary trend for PyTorch in the UK

PyTorch
Salary Histogram

Salary distribution for jobs citing PyTorch over the 6 months to 18 May 2025.

Salary histogram for PyTorch in the UK

PyTorch
Top 14 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing PyTorch within the UK over the 6 months to 18 May 2025. 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 +87 97 £80,000 +10.34% 483
London +107 51 £97,500 +14.71% 276
UK excluding London +139 46 £65,000 +4.00% 290
Work from Home +117 40 £64,000 +16.36% 263
North of England +47 13 £72,500 +20.83% 41
East of England +28 12 £64,000 -20.00% 49
South West +98 8 £45,000 -18.18% 34
South East +93 8 £90,000 -23.40% 123
North West -3 7 £85,253 +42.09% 25
Yorkshire +70 6 £67,000 -21.18% 12
Scotland +104 3 £70,000 +16.67% 12
Midlands +52 2 £63,000 +20.00% 30
West Midlands +38 1 £53,500 -2.73% 14
East Midlands +21 1 £72,500 +81.25% 15

PyTorch
Co-occurring Skills and Capabilities 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 14 (13.33%) Apache Spark
2 9 (8.57%) Apache
3 7 (6.67%) Apache Airflow
4 4 (3.81%) Jupyter
5 2 (1.90%) ArcGIS
Cloud Services
1 53 (50.48%) AWS
2 34 (32.38%) Azure
3 28 (26.67%) GCP
4 18 (17.14%) Amazon SageMaker
5 6 (5.71%) Amazon S3
5 6 (5.71%) Azure Machine Learning
6 5 (4.76%) Amazon EC2
6 5 (4.76%) Serverless
7 4 (3.81%) SaaS
7 4 (3.81%) Snowflake
8 3 (2.86%) AWS Lambda
8 3 (2.86%) CloudFront
8 3 (2.86%) Microsoft Copilot
8 3 (2.86%) Prefect
9 2 (1.90%) AWS KMS
9 2 (1.90%) Azure AI
9 2 (1.90%) Azure Data Factory
9 2 (1.90%) Azure DevOps
9 2 (1.90%) Power Platform
10 1 (0.95%) AWS Elastic Beanstalk
Database & Business Intelligence
1 7 (6.67%) Hadoop
2 5 (4.76%) Big Data
3 3 (2.86%) Amazon RDS
3 3 (2.86%) Data Warehouse
3 3 (2.86%) Pinecone
3 3 (2.86%) PostgreSQL
3 3 (2.86%) Weaviate
4 2 (1.90%) GIS
4 2 (1.90%) MongoDB
4 2 (1.90%) NoSQL
4 2 (1.90%) Power BI
4 2 (1.90%) QGIS
4 2 (1.90%) Relational Database
5 1 (0.95%) BigQuery
5 1 (0.95%) Data Lake
5 1 (0.95%) DynamoDB
5 1 (0.95%) Elasticsearch
5 1 (0.95%) Oracle Database
5 1 (0.95%) Redis
5 1 (0.95%) Tableau
Development Applications
1 14 (13.33%) Git
2 9 (8.57%) MLflow
3 4 (3.81%) Jenkins
4 3 (2.86%) GitLab
5 1 (0.95%) Atlassian Bamboo
5 1 (0.95%) JIRA
General
1 22 (20.95%) Social Skills
2 18 (17.14%) Analytical Skills
3 17 (16.19%) Finance
4 13 (12.38%) Manufacturing
5 11 (10.48%) Pharmaceutical
6 9 (8.57%) Banking
7 2 (1.90%) Advertising
7 2 (1.90%) Electronics
7 2 (1.90%) Environmental Health
7 2 (1.90%) Games
7 2 (1.90%) Inclusion and Diversity
7 2 (1.90%) Legal
7 2 (1.90%) Marketing
7 2 (1.90%) Public Sector
7 2 (1.90%) Retail
8 1 (0.95%) Agriculture
8 1 (0.95%) Aviation
8 1 (0.95%) Presentation Skills
8 1 (0.95%) Private Banking
8 1 (0.95%) Tech for Good
Job Titles
1 22 (20.95%) Data Scientist
2 13 (12.38%) Senior
3 11 (10.48%) Lead
4 10 (9.52%) Senior Data Scientist
5 9 (8.57%) Machine Learning Engineer
6 7 (6.67%) Artificial Intelligence Engineer
7 5 (4.76%) Software Engineer
8 4 (3.81%) Technical Trainer
8 4 (3.81%) Trainer
9 3 (2.86%) Architect
9 3 (2.86%) Developer
10 2 (1.90%) Computer Scientist
10 2 (1.90%) Computer Vision Scientist
10 2 (1.90%) Data Engineer
10 2 (1.90%) Engineering Manager
10 2 (1.90%) Machine Learning Scientist
10 2 (1.90%) Principal Architect
10 2 (1.90%) Remote Sensing Specialist
10 2 (1.90%) Technical Leader
11 1 (0.95%) Python Data Engineer
Libraries, Frameworks & Software Standards
1 82 (78.10%) TensorFlow
2 58 (55.24%) scikit-learn
3 41 (39.05%) NumPy
4 28 (26.67%) Pandas
5 24 (22.86%) OpenCV
6 20 (19.05%) SciPy
7 17 (16.19%) Keras
8 6 (5.71%) Google JAX
8 6 (5.71%) JAX
8 6 (5.71%) Node.js
9 5 (4.76%) .NET
9 5 (4.76%) React
10 4 (3.81%) Hugging Face
11 3 (2.86%) Kafka
11 3 (2.86%) Metaflow
11 3 (2.86%) REST
12 2 (1.90%) FastAPI
12 2 (1.90%) Flask
12 2 (1.90%) pydantic
12 2 (1.90%) PySpark
Miscellaneous
1 62 (59.05%) Algorithms
2 19 (18.10%) Robotics
2 19 (18.10%) Virtual Team
3 3 (2.86%) Distributed Systems
3 3 (2.86%) Educational Technology
3 3 (2.86%) Lidar
3 3 (2.86%) Mobile App
3 3 (2.86%) Onboarding
4 2 (1.90%) Cloud Native
4 2 (1.90%) Distributed Computing
4 2 (1.90%) Embedded Systems
4 2 (1.90%) Public Cloud
4 2 (1.90%) Reinsurance
5 1 (0.95%) AI Agents
5 1 (0.95%) Augmented Reality
5 1 (0.95%) Data Structures
5 1 (0.95%) IoT
Operating Systems
1 1 (0.95%) Android
1 1 (0.95%) Linux
Processes & Methodologies
1 104 (99.05%) Machine Learning
2 82 (78.10%) Artificial Intelligence
3 79 (75.24%) Data Science
4 56 (53.33%) Analytics
5 44 (41.90%) MLOps
6 38 (36.19%) Deep Learning
7 36 (34.29%) Computer Science
8 30 (28.57%) Problem-Solving
9 28 (26.67%) Computer Vision
9 28 (26.67%) Software Engineering
10 27 (25.71%) Agile
11 26 (24.76%) LLM
12 23 (21.90%) Natural Language Processing
13 19 (18.10%) Generative AI
13 19 (18.10%) Mathematics
13 19 (18.10%) Visualisation
14 16 (15.24%) Statistics
15 15 (14.29%) Physics
15 15 (14.29%) Reinforcement Learning
16 14 (13.33%) Data Engineering
Programming Languages
1 97 (92.38%) Python
2 19 (18.10%) SQL
3 12 (11.43%) Java
3 12 (11.43%) R
4 7 (6.67%) C++
5 5 (4.76%) C
6 3 (2.86%) JavaScript
7 2 (1.90%) C#
8 1 (0.95%) Bicep
8 1 (0.95%) MATLAB
8 1 (0.95%) PHP
Qualifications
1 63 (60.00%) Degree
2 50 (47.62%) PhD
3 47 (44.76%) Master's Degree
4 10 (9.52%) Computer Science Degree
5 4 (3.81%) AWS Certification
5 4 (3.81%) Security Cleared
6 3 (2.86%) BPSS Clearance
7 1 (0.95%) Azure Certification
7 1 (0.95%) SC Cleared
Quality Assurance & Compliance
1 3 (2.86%) Actionable Recommendations
1 3 (2.86%) Data Quality
2 1 (0.95%) Accessibility
2 1 (0.95%) California Consumer Privacy Act
2 1 (0.95%) EU AI Act
2 1 (0.95%) GDPR
2 1 (0.95%) HIPAA
2 1 (0.95%) NIST
System Software
1 15 (14.29%) Docker
2 2 (1.90%) HDFS
3 1 (0.95%) Active Directory
3 1 (0.95%) Virtual Machines
Systems Management
1 13 (12.38%) Kubernetes
2 8 (7.62%) Terraform
3 3 (2.86%) Kubeflow
4 2 (1.90%) Ansible
4 2 (1.90%) Grafana
4 2 (1.90%) Prometheus
5 1 (0.95%) Argo
5 1 (0.95%) Bugsnag
Vendors
1 9 (8.57%) Google
2 7 (6.67%) Databricks
3 5 (4.76%) Microsoft
4 1 (0.95%) Altera
4 1 (0.95%) Bloomberg
4 1 (0.95%) NVIDIA
4 1 (0.95%) OpenAI
4 1 (0.95%) Oracle
4 1 (0.95%) SAP
4 1 (0.95%) YouTube