PyTorch
UK

The table below provides summary statistics and salary benchmarking for jobs requiring PyTorch skills. It covers permanent job vacancies from the 6 months leading up to 3 June 2026, with comparisons to the same periods in the previous two years.

6 months to
3 Jun 2026
Same period 2025 Same period 2024
Rank 515 564 737
Rank change year-on-year +49 +173 +76
Permanent jobs citing PyTorch 223 103 160
As % of all permanent jobs in the UK 0.24% 0.24% 0.16%
As % of the Libraries, Frameworks & Software Standards category 2.41% 1.21% 0.77%
Number of salaries quoted 59 47 116
10th Percentile £46,939 £44,000 £47,500
25th Percentile £52,500 £60,375 £55,000
Median annual salary (50th Percentile) £64,500 £80,000 £71,250
Median % change year-on-year -19.38% +12.28% -5.00%
75th Percentile £91,875 £111,250 £90,000
90th Percentile £115,500 £124,000 £122,500
UK excluding London median annual salary £60,000 £64,000 £62,500
% change year-on-year -6.25% +2.40% -16.67%

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 9,265 8,521 20,912
As % of all permanent jobs advertised in the UK 9.94% 19.58% 20.39%
Number of salaries quoted 6,864 5,709 16,025
10th Percentile £40,000 £38,750 £36,250
25th Percentile £50,000 £51,250 £45,000
Median annual salary (50th Percentile) £65,000 £66,206 £60,000
Median % change year-on-year -1.82% +10.34% -11.11%
75th Percentile £85,000 £87,500 £78,750
90th Percentile £100,000 £111,250 £100,000
UK excluding London median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% -4.35%

PyTorch
Job Vacancy Trend

Historical trend showing the proportion of permanent IT job postings citing PyTorch relative to all permanent IT jobs advertised.

PyTorch job vacancy trend in the UK

PyTorch
Salary Trend

Salary distribution trend for jobs in the UK citing PyTorch.

Salary distribution trend for jobs in the UK citing PyTorch

PyTorch
Salary Histogram

Salary distribution for jobs citing PyTorch over the 6 months to 3 June 2026.

Salary histogram for PyTorch in the UK

PyTorch
Top 15 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 3 June 2026. 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 +14 177 £64,500 -21.82% 175
London +50 104 £77,500 -27.91% 113
Work from Home +75 87 £60,000 -6.25% 129
UK excluding London -32 78 £60,000 -6.25% 65
Midlands -1 32 £55,000 -12.70% 7
East Midlands +13 29 £70,000 -3.45% 4
East of England -9 22 £67,500 +5.47% 12
North of England -34 9 £82,500 +15.79% 12
North West -2 8 £82,500 -3.23% 10
South West -63 7 £60,000 +33.33% 10
South East -32 4 £50,000 -50.00% 16
West Midlands -35 3 £55,000 +2.80% 3
Scotland 0 2 £79,283 +13.26% 5
Northern Ireland - 2 - - 1
Yorkshire -52 1 - - 1

PyTorch
Co-Occurring Skills & Capabilities by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 39 (17.49%) Apache Airflow
1 39 (17.49%) Apache Spark
2 22 (9.87%) ArcGIS
3 9 (4.04%) Jupyter
4 8 (3.59%) Appian
5 1 (0.45%) Apache
Applications
1 6 (2.69%) Chatbot
2 1 (0.45%) Microsoft Excel
2 1 (0.45%) Microsoft Office
2 1 (0.45%) Microsoft PowerPoint
2 1 (0.45%) Trello
Cloud Services
1 110 (49.33%) Azure
2 103 (46.19%) AWS
3 63 (28.25%) GCP
4 35 (15.70%) Snowflake
5 34 (15.25%) Power Platform
6 23 (10.31%) Azure Synapse Analytics
6 23 (10.31%) dbt
7 21 (9.42%) Azure Machine Learning
8 14 (6.28%) Azure AI
9 13 (5.83%) Anthropic Claude
9 13 (5.83%) Vertex AI
10 11 (4.93%) Amazon SageMaker
11 10 (4.48%) Dagster
12 9 (4.04%) Azure Data Factory
13 8 (3.59%) Power Automate
14 7 (3.14%) Slack
15 6 (2.69%) Amazon OpenSearch
15 6 (2.69%) OpenShift
15 6 (2.69%) SaaS
16 5 (2.24%) Serverless
Communications & Networking
1 27 (12.11%) Broadband
2 1 (0.45%) LTE
2 1 (0.45%) Software-Defined Radio
2 1 (0.45%) Wi-Fi
2 1 (0.45%) Wireless
Database & Business Intelligence
1 37 (16.59%) Data Warehouse
2 35 (15.70%) Tableau
3 34 (15.25%) Amazon Redshift
4 32 (14.35%) BigQuery
4 32 (14.35%) Elasticsearch
4 32 (14.35%) Looker
5 29 (13.00%) Power BI
6 27 (12.11%) Data Lake
7 24 (10.76%) Pinecone
8 23 (10.31%) GIS
8 23 (10.31%) QGIS
8 23 (10.31%) Snowflake Schema
8 23 (10.31%) Spatial Data
9 20 (8.97%) Metadata
10 13 (5.83%) Weaviate
11 9 (4.04%) Apache Iceberg
11 9 (4.04%) Delta Lake
11 9 (4.04%) SQL Server
12 6 (2.69%) Big Data
12 6 (2.69%) Hadoop
Development Applications
1 57 (25.56%) MLflow
2 11 (4.93%) Git
3 9 (4.04%) GitLab
4 2 (0.90%) Jenkins
5 1 (0.45%) JIRA
5 1 (0.45%) Poetry
General
1 66 (29.60%) Analytical Skills
2 47 (21.08%) Finance
3 38 (17.04%) Social Skills
4 19 (8.52%) Inclusion and Diversity
5 6 (2.69%) Manufacturing
5 6 (2.69%) Pharmaceutical
5 6 (2.69%) Retail
6 4 (1.79%) Banking
6 4 (1.79%) Public Sector
7 3 (1.35%) Advertising
8 2 (0.90%) Legal
9 1 (0.45%) French Language
9 1 (0.45%) Organisational Skills
9 1 (0.45%) Presentation Skills
9 1 (0.45%) Public Speaking
9 1 (0.45%) Publishing
Job Titles
1 60 (26.91%) Senior
2 48 (21.52%) Lead
3 47 (21.08%) Data Scientist
4 39 (17.49%) Consultant
5 33 (14.80%) Artificial Intelligence Consultant
6 30 (13.45%) Senior Data Scientist
7 28 (12.56%) Developer
8 26 (11.66%) Systems Engineer
9 24 (10.76%) Lead Data Scientist
10 23 (10.31%) Machine Learning Consultant
10 23 (10.31%) Senior Systems Engineer
11 20 (8.97%) Artificial Intelligence Engineer
11 20 (8.97%) Spatial Consultant
12 16 (7.17%) Machine Learning Engineer
13 13 (5.83%) Data Consultant
13 13 (5.83%) Senior Consultant
14 12 (5.38%) Machine Learning Scientist
15 11 (4.93%) Lead Developer
16 8 (3.59%) Automation Engineer
16 8 (3.59%) Python Developer
Libraries, Frameworks & Software Standards
1 161 (72.20%) TensorFlow
2 71 (31.84%) scikit-learn
3 50 (22.42%) LangChain
4 38 (17.04%) Hugging Face
5 33 (14.80%) Pandas
6 30 (13.45%) LlamaIndex
7 29 (13.00%) Kafka
8 26 (11.66%) NumPy
9 25 (11.21%) pgvector
10 21 (9.42%) Faiss
11 16 (7.17%) Google JAX
11 16 (7.17%) JAX
12 14 (6.28%) REST
13 13 (5.83%) LangGraph
14 11 (4.93%) FastAPI
14 11 (4.93%) OpenCV
14 11 (4.93%) XGBoost
15 10 (4.48%) Flask
15 10 (4.48%) RESTful
16 9 (4.04%) vLLM
Miscellaneous
1 46 (20.63%) Algorithms
2 33 (14.80%) Cloud Native
3 24 (10.76%) Clustering
4 23 (10.31%) Public Cloud
4 23 (10.31%) Video\Live Streaming
5 15 (6.73%) AI Agents
5 15 (6.73%) Product Ownership
6 11 (4.93%) Distributed Systems
6 11 (4.93%) Low-Code
7 9 (4.04%) Legacy Systems
8 8 (3.59%) CUDA
9 7 (3.14%) Over-the-Top Content
10 6 (2.69%) Enterprise Software
11 5 (2.24%) Embedded Systems
12 4 (1.79%) Data Centre
12 4 (1.79%) Management Information System
12 4 (1.79%) Robotics
13 3 (1.35%) Cyber Threat
14 2 (0.90%) Autonomous Agent
14 2 (0.90%) Lidar
Operating Systems
1 5 (2.24%) Linux
2 2 (0.90%) Robot Operating System
Processes & Methodologies
1 212 (95.07%) Machine Learning
2 181 (81.17%) AI
3 153 (68.61%) Data Science
4 107 (47.98%) Generative AI
5 77 (34.53%) Analytics
5 77 (34.53%) LLM
6 73 (32.74%) Statistics
7 72 (32.29%) Feature Engineering
8 70 (31.39%) Data Pipeline
8 70 (31.39%) MLOps
8 70 (31.39%) Retrieval-Augmented Generation
9 68 (30.49%) Computer Vision
10 65 (29.15%) Roadmaps
11 64 (28.70%) Deep Learning
12 60 (26.91%) CI/CD
13 58 (26.01%) Data Engineering
14 57 (25.56%) Use Case
15 56 (25.11%) Technical Leadership
16 53 (23.77%) Mentoring
17 51 (22.87%) Computer Science
Programming Languages
1 215 (96.41%) Python
2 76 (34.08%) SQL
3 12 (5.38%) JavaScript
4 10 (4.48%) Java
4 10 (4.48%) R
5 9 (4.04%) Bash
5 9 (4.04%) Go
5 9 (4.04%) Scala
6 8 (3.59%) C++
7 4 (1.79%) C
7 4 (1.79%) PowerShell
8 1 (0.45%) Haskell
8 1 (0.45%) OCaml
8 1 (0.45%) Rust
Qualifications
1 66 (29.60%) Degree
2 28 (12.56%) Security Cleared
3 27 (12.11%) PhD
4 16 (7.17%) Master's Degree
5 15 (6.73%) SC Cleared
6 6 (2.69%) DBS Check
7 5 (2.24%) Computer Science Degree
7 5 (2.24%) Microsoft Certification
8 4 (1.79%) DV Cleared
9 3 (1.35%) Azure Certification
9 3 (1.35%) Numerate Degree
9 3 (1.35%) Postgraduate
10 1 (0.45%) AWS Certification
Quality Assurance & Compliance
1 23 (10.31%) California Consumer Privacy Act
1 23 (10.31%) GDPR
2 21 (9.42%) Accessibility
3 20 (8.97%) QA
4 18 (8.07%) Data Quality
System Software
1 42 (18.83%) Docker
Systems Management
1 29 (13.00%) Kubernetes
2 11 (4.93%) Kubeflow
3 8 (3.59%) Terraform
4 7 (3.14%) Grafana
5 6 (2.69%) Ansible
5 6 (2.69%) Prometheus
6 3 (1.35%) Argo
Vendors
1 58 (26.01%) Databricks
2 27 (12.11%) Dell
3 25 (11.21%) OpenAI
4 23 (10.31%) Cloudera
5 12 (5.38%) Google
6 9 (4.04%) Microsoft
6 9 (4.04%) Palantir
7 8 (3.59%) Automation Anywhere
7 8 (3.59%) UiPath
8 5 (2.24%) Foundry
9 4 (1.79%) CrowdStrike
9 4 (1.79%) Fortinet
9 4 (1.79%) NVIDIA
9 4 (1.79%) Palo Alto
10 1 (0.45%) Cognizant
10 1 (0.45%) Dataiku
10 1 (0.45%) DataRobot
10 1 (0.45%) IBM
10 1 (0.45%) Intel
10 1 (0.45%) Oracle