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 30 April 2025, comparing them to the same period in the previous two years.

6 months to
30 Apr 2025
Same period 2024 Same period 2023
Rank 570 730 860
Rank change year-on-year +160 +130 -73
Permanent jobs citing PyTorch 114 155 127
As % of all permanent jobs advertised in the UK 0.22% 0.16% 0.12%
As % of the Libraries, Frameworks & Software Standards category 1.34% 0.74% 0.40%
Number of salaries quoted 68 113 106
10th Percentile £46,750 £47,500 £46,875
25th Percentile £61,500 £55,000 £60,000
Median annual salary (50th Percentile) £80,000 £70,000 £75,000
Median % change year-on-year +14.29% -6.67% -6.25%
75th Percentile £102,500 £90,000 £91,875
90th Percentile £120,000 £131,500 £115,000
UK excluding London median annual salary £67,500 £62,500 £70,000
% change year-on-year +8.00% -10.71% +12.90%

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 8,493 21,046 31,450
As % of all permanent jobs advertised in the UK 16.28% 21.40% 30.24%
Number of salaries quoted 6,474 15,738 19,371
10th Percentile £38,750 £36,250 £41,117
25th Percentile £50,509 £45,000 £50,000
Median annual salary (50th Percentile) £65,000 £60,000 £67,500
Median % change year-on-year +8.33% -11.11% +8.00%
75th Percentile £87,500 £79,900 £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 30 April 2025.

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 30 April 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 +156 105 £85,000 +13.33% 296
London +103 56 £92,500 +8.82% 196
UK excluding London +178 51 £67,500 +8.00% 111
Work from Home +176 45 £64,000 +16.36% 164
North of England +88 14 £77,500 +29.17% 27
East of England +49 14 £64,000 -20.00% 28
South East +118 9 £80,000 -31.91% 25
South West +104 8 £45,000 -18.18% 8
North West +33 8 £85,253 +42.09% 21
Yorkshire +74 6 £67,000 -21.18% 5
Scotland +121 4 £85,000 +41.67% 10
Midlands +50 2 £63,000 +14.55% 12
East Midlands +47 1 £72,500 +81.25% 5
West Midlands +42 1 £53,500 -2.73% 7
Northern Ireland - 1 £95,000 - 1

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 12 (10.53%) Apache Spark
2 8 (7.02%) Apache
3 6 (5.26%) Apache Airflow
4 5 (4.39%) Jupyter
5 2 (1.75%) ArcGIS
Cloud Services
1 55 (48.25%) AWS
2 41 (35.96%) Azure
3 35 (30.70%) GCP
4 19 (16.67%) Amazon SageMaker
5 9 (7.89%) Azure Machine Learning
6 6 (5.26%) Amazon S3
7 5 (4.39%) Amazon EC2
7 5 (4.39%) SaaS
7 5 (4.39%) Serverless
8 4 (3.51%) Azure Data Factory
8 4 (3.51%) Snowflake
9 3 (2.63%) AWS Lambda
9 3 (2.63%) Azure Synapse Analytics
9 3 (2.63%) CloudFront
9 3 (2.63%) Microsoft Copilot
9 3 (2.63%) Prefect
10 2 (1.75%) AWS KMS
10 2 (1.75%) Azure AI
10 2 (1.75%) Azure DevOps
10 2 (1.75%) Power Platform
Database & Business Intelligence
1 8 (7.02%) Big Data
2 6 (5.26%) Hadoop
3 4 (3.51%) PostgreSQL
4 3 (2.63%) Amazon RDS
4 3 (2.63%) Pinecone
4 3 (2.63%) Relational Database
4 3 (2.63%) Weaviate
5 2 (1.75%) Data Warehouse
5 2 (1.75%) GIS
5 2 (1.75%) MongoDB
5 2 (1.75%) MySQL
5 2 (1.75%) NoSQL
5 2 (1.75%) Power BI
5 2 (1.75%) QGIS
5 2 (1.75%) RDBMS
6 1 (0.88%) Data Mining
6 1 (0.88%) DynamoDB
6 1 (0.88%) Oracle Reports
6 1 (0.88%) Redis
6 1 (0.88%) Tableau
Development Applications
1 15 (13.16%) Git
2 12 (10.53%) MLflow
3 5 (4.39%) GitLab
4 4 (3.51%) Jenkins
5 2 (1.75%) Atlassian Bamboo
5 2 (1.75%) JIRA
General
1 25 (21.93%) Social Skills
2 19 (16.67%) Finance
3 17 (14.91%) Analytical Skills
4 15 (13.16%) Manufacturing
5 11 (9.65%) Banking
5 11 (9.65%) Pharmaceutical
6 4 (3.51%) Public Sector
7 3 (2.63%) Electronics
7 3 (2.63%) Law
7 3 (2.63%) Legal
7 3 (2.63%) Marketing
8 2 (1.75%) Environmental Health
8 2 (1.75%) Games
8 2 (1.75%) Inclusion and Diversity
8 2 (1.75%) Retail
8 2 (1.75%) Tech for Good
8 2 (1.75%) Telecoms
9 1 (0.88%) Agriculture
9 1 (0.88%) Aviation
9 1 (0.88%) Private Banking
Job Titles
1 22 (19.30%) Data Scientist
2 14 (12.28%) Senior
3 13 (11.40%) Machine Learning Engineer
4 12 (10.53%) Lead
5 9 (7.89%) Senior Data Scientist
6 6 (5.26%) Artificial Intelligence Engineer
7 5 (4.39%) Developer
7 5 (4.39%) Software Engineer
8 4 (3.51%) Technical Trainer
8 4 (3.51%) Trainer
9 3 (2.63%) Architect
9 3 (2.63%) Principal Architect
10 2 (1.75%) Applications Developer
10 2 (1.75%) Azure Engineer
10 2 (1.75%) Computer Scientist
10 2 (1.75%) Data Manager
10 2 (1.75%) Engineering Manager
10 2 (1.75%) Machine Learning Scientist
10 2 (1.75%) Remote Sensing Specialist
10 2 (1.75%) Technical Leader
Libraries, Frameworks & Software Standards
1 91 (79.82%) TensorFlow
2 60 (52.63%) scikit-learn
3 44 (38.60%) NumPy
4 31 (27.19%) Pandas
5 24 (21.05%) OpenCV
6 21 (18.42%) SciPy
7 19 (16.67%) Keras
8 8 (7.02%) Google JAX
8 8 (7.02%) JAX
9 6 (5.26%) Node.js
10 5 (4.39%) .NET
10 5 (4.39%) Hugging Face
10 5 (4.39%) React
11 4 (3.51%) Kafka
12 3 (2.63%) Flask
12 3 (2.63%) Metaflow
12 3 (2.63%) REST
13 2 (1.75%) FastAPI
13 2 (1.75%) pydantic
13 2 (1.75%) PySpark
Miscellaneous
1 62 (54.39%) Algorithms
2 19 (16.67%) Robotics
2 19 (16.67%) Virtual Team
3 4 (3.51%) Distributed Systems
4 3 (2.63%) Educational Technology
4 3 (2.63%) Lidar
4 3 (2.63%) Mobile App
4 3 (2.63%) Onboarding
5 2 (1.75%) Data Structures
5 2 (1.75%) Distributed Computing
5 2 (1.75%) Embedded Systems
5 2 (1.75%) Public Cloud
5 2 (1.75%) Reinsurance
6 1 (0.88%) AI Agents
6 1 (0.88%) Augmented Reality
6 1 (0.88%) Cloud Native
6 1 (0.88%) IoT
Operating Systems
1 1 (0.88%) Android
1 1 (0.88%) Linux
Processes & Methodologies
1 112 (98.25%) Machine Learning
2 91 (79.82%) Artificial Intelligence
3 82 (71.93%) Data Science
4 57 (50.00%) Analytics
5 49 (42.98%) MLOps
6 41 (35.96%) Deep Learning
7 36 (31.58%) Computer Science
8 33 (28.95%) LLM
9 32 (28.07%) Problem-Solving
10 30 (26.32%) Agile
11 28 (24.56%) Computer Vision
12 27 (23.68%) Software Engineering
13 26 (22.81%) Natural Language Processing
14 20 (17.54%) Generative AI
15 19 (16.67%) Data Engineering
15 19 (16.67%) Visualisation
16 18 (15.79%) Mathematics
17 17 (14.91%) Statistics
18 15 (13.16%) Containerisation
18 15 (13.16%) Physics
Programming Languages
1 108 (94.74%) Python
2 18 (15.79%) SQL
3 14 (12.28%) Java
4 12 (10.53%) R
5 7 (6.14%) C++
6 5 (4.39%) C
7 3 (2.63%) JavaScript
8 2 (1.75%) C#
9 1 (0.88%) Bicep
9 1 (0.88%) MATLAB
9 1 (0.88%) PHP
Qualifications
1 64 (56.14%) Degree
2 51 (44.74%) PhD
3 48 (42.11%) Master's Degree
4 10 (8.77%) Computer Science Degree
5 6 (5.26%) Security Cleared
6 4 (3.51%) AWS Certification
7 3 (2.63%) BPSS Clearance
7 3 (2.63%) SC Cleared
8 1 (0.88%) Azure Certification
8 1 (0.88%) DV Cleared
Quality Assurance & Compliance
1 3 (2.63%) Actionable Recommendations
1 3 (2.63%) Data Quality
2 1 (0.88%) Accessibility
2 1 (0.88%) California Consumer Privacy Act
2 1 (0.88%) GDPR
2 1 (0.88%) HIPAA
System Software
1 19 (16.67%) Docker
2 3 (2.63%) Active Directory
2 3 (2.63%) Virtual Machines
3 2 (1.75%) HDFS
Systems Management
1 18 (15.79%) Kubernetes
2 9 (7.89%) Terraform
3 5 (4.39%) Kubeflow
4 3 (2.63%) Grafana
4 3 (2.63%) Prometheus
5 2 (1.75%) Ansible
5 2 (1.75%) Argo
6 1 (0.88%) Bugsnag
Vendors
1 11 (9.65%) Google
2 9 (7.89%) Databricks
3 5 (4.39%) Microsoft
4 2 (1.75%) SAP
5 1 (0.88%) Altera
5 1 (0.88%) Bloomberg
5 1 (0.88%) Hitachi
5 1 (0.88%) NVIDIA
5 1 (0.88%) Oracle
5 1 (0.88%) YouTube