PyTorch Job Trends

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 2 February 2026, with comparisons to the same periods in the previous two years.

6 months to
2 Feb 2026
Same period 2025 Same period 2024
Rank 499 589 634
Rank change year-on-year +90 +45 +264
Permanent jobs citing PyTorch 163 119 163
As % of all permanent jobs in the UK 0.26% 0.23% 0.22%
As % of the Libraries, Frameworks & Software Standards category 2.23% 1.05% 0.94%
Number of salaries quoted 80 57 121
10th Percentile £52,500 £42,500 £41,233
25th Percentile £57,500 £60,000 £53,750
Median annual salary (50th Percentile) £75,000 £70,000 £70,000
Median % change year-on-year +7.14% - -9.68%
75th Percentile £93,125 £97,500 £97,500
90th Percentile £115,000 £110,000 £137,500
UK excluding London median annual salary £67,500 £66,250 £62,500
% change year-on-year +1.89% +6.00% +7.76%

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 7,320 11,291 17,387
As % of all permanent jobs advertised in the UK 11.46% 21.86% 23.81%
Number of salaries quoted 5,381 6,587 14,316
10th Percentile £36,250 £40,000 £37,500
25th Percentile £50,000 £50,000 £47,500
Median annual salary (50th Percentile) £65,000 £65,000 £62,500
Median % change year-on-year - +4.00% -7.41%
75th Percentile £85,000 £85,000 £81,250
90th Percentile £107,500 £110,000 £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 2 February 2026.

Salary histogram for PyTorch in the UK

PyTorch
Top 13 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 2 February 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 +101 148 £75,000 +5.26% 236
London +102 105 £75,000 -16.14% 156
Work from Home +49 41 £77,500 +10.71% 141
UK excluding London +26 40 £67,500 +1.89% 139
East of England +27 16 £75,000 - 31
South East +30 8 £67,500 +1.89% 59
North of England -16 8 £67,500 -20.59% 13
North West +19 7 £65,000 -3.70% 11
Midlands +18 5 £55,000 +83.33% 11
West Midlands +27 4 £55,000 +83.33% 2
South West -12 3 £90,000 +100.00% 28
Yorkshire -25 1 £71,000 -16.47% 2
East Midlands - 1 - - 9

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 23 (14.11%) Apache Spark
2 16 (9.82%) Appian
3 14 (8.59%) Apache Airflow
4 10 (6.13%) Jupyter
5 4 (2.45%) SharePoint
6 2 (1.23%) ArcGIS
Applications
1 2 (1.23%) Chatbot
2 1 (0.61%) GNU Octave
Business Applications
1 1 (0.61%) NetSuite
1 1 (0.61%) Odoo
Cloud Services
1 72 (44.17%) Azure
2 59 (36.20%) AWS
3 42 (25.77%) GCP
4 25 (15.34%) Azure AI
5 20 (12.27%) Azure Machine Learning
6 12 (7.36%) Anthropic Claude
6 12 (7.36%) Azure Data Factory
6 12 (7.36%) H2O.ai
6 12 (7.36%) OpenShift
6 12 (7.36%) Power Automate
7 11 (6.75%) Amazon SageMaker
7 11 (6.75%) Power Platform
8 9 (5.52%) SaaS
8 9 (5.52%) Serverless
8 9 (5.52%) Vertex AI
9 8 (4.91%) Dagster
9 8 (4.91%) Snowflake
10 7 (4.29%) AWS Lambda
11 6 (3.68%) GitHub
11 6 (3.68%) n8n
Communications & Networking
1 7 (4.29%) Broadband
2 2 (1.23%) InfiniBand
3 1 (0.61%) LTE
3 1 (0.61%) Software-Defined Radio
3 1 (0.61%) Wi-Fi
3 1 (0.61%) Wireless
Database & Business Intelligence
1 25 (15.34%) Pinecone
2 16 (9.82%) Metadata
3 15 (9.20%) Tableau
4 12 (7.36%) Data Lake
4 12 (7.36%) Data Warehouse
4 12 (7.36%) SQL Server
4 12 (7.36%) Weaviate
5 10 (6.13%) NoSQL
6 9 (5.52%) Amazon Redshift
6 9 (5.52%) Big Data
6 9 (5.52%) Elasticsearch
7 8 (4.91%) Apache Iceberg
7 8 (4.91%) BigQuery
7 8 (4.91%) Delta Lake
7 8 (4.91%) Hadoop
7 8 (4.91%) Looker
8 5 (3.07%) MySQL
9 2 (1.23%) GIS
9 2 (1.23%) QGIS
9 2 (1.23%) Spatial Data
Development Applications
1 37 (22.70%) MLflow
2 3 (1.84%) Jenkins
3 2 (1.23%) Git
4 1 (0.61%) GitLab
General
1 53 (32.52%) Social Skills
2 44 (26.99%) Finance
3 26 (15.95%) Manufacturing
4 23 (14.11%) Analytical Skills
5 18 (11.04%) Inclusion and Diversity
6 10 (6.13%) Marketing
7 9 (5.52%) Legal
8 6 (3.68%) Public Sector
9 4 (2.45%) Banking
9 4 (2.45%) Retail
10 3 (1.84%) Electronics
10 3 (1.84%) Law
10 3 (1.84%) Telecoms
11 2 (1.23%) Advertising
11 2 (1.23%) Games
11 2 (1.23%) Organisational Skills
12 1 (0.61%) Documentation Skills
12 1 (0.61%) Financial Institution
12 1 (0.61%) Investment Banking
12 1 (0.61%) Presentation Skills
Job Titles
1 39 (23.93%) Senior
2 25 (15.34%) Artificial Intelligence Engineer
3 23 (14.11%) Consultant
4 20 (12.27%) Data Scientist
5 19 (11.66%) Lead
6 16 (9.82%) Developer
7 15 (9.20%) Data Consultant
8 13 (7.98%) Data Engineer
9 12 (7.36%) Artificial Intelligence Consultant
9 12 (7.36%) Automation Engineer
9 12 (7.36%) Senior Consultant
10 11 (6.75%) Machine Learning Engineer
11 7 (4.29%) Artificial Intelligence Developer
11 7 (4.29%) Machine Learning Consultant
11 7 (4.29%) Python Developer
11 7 (4.29%) Senior Data Scientist
12 6 (3.68%) Data Science Engineer
13 5 (3.07%) Automation Developer
13 5 (3.07%) Lead Data Engineer
13 5 (3.07%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 125 (76.69%) TensorFlow
2 53 (32.52%) scikit-learn
3 39 (23.93%) Pandas
4 28 (17.18%) LangChain
4 28 (17.18%) NumPy
5 27 (16.56%) Hugging Face
6 21 (12.88%) Faiss
7 18 (11.04%) REST
8 17 (10.43%) Django
8 17 (10.43%) FastAPI
9 16 (9.82%) RESTful
10 14 (8.59%) Keras
11 13 (7.98%) Google JAX
11 13 (7.98%) JAX
12 12 (7.36%) Flask
12 12 (7.36%) JWT
12 12 (7.36%) OAuth
12 12 (7.36%) OpenAPI
12 12 (7.36%) pytest
12 12 (7.36%) Swagger
Miscellaneous
1 21 (12.88%) Algorithms
1 21 (12.88%) Low-Code
2 19 (11.66%) AI Agents
3 12 (7.36%) Data Centre
3 12 (7.36%) Legacy Systems
3 12 (7.36%) Management Information System
4 10 (6.13%) CUDA
5 9 (5.52%) Distributed Systems
5 9 (5.52%) Product Ownership
6 8 (4.91%) Cloud Native
7 7 (4.29%) Video\Live Streaming
8 4 (2.45%) Cyber Threat
8 4 (2.45%) Enterprise Software
8 4 (2.45%) Hackathon
8 4 (2.45%) Life Science
9 3 (1.84%) Animation
9 3 (1.84%) Data Structures
9 3 (1.84%) Over-the-Top Content
9 3 (1.84%) Robotics
10 2 (1.23%) Greenfield Project
Operating Systems
1 5 (3.07%) Linux
2 2 (1.23%) Robot Operating System
2 2 (1.23%) Unix
3 1 (0.61%) Windows
Processes & Methodologies
1 152 (93.25%) Machine Learning
2 146 (89.57%) AI
3 80 (49.08%) Data Science
3 80 (49.08%) LLM
4 73 (44.79%) Generative AI
5 62 (38.04%) MLOps
6 60 (36.81%) Computer Science
7 55 (33.74%) CI/CD
7 55 (33.74%) Retrieval-Augmented Generation
8 53 (32.52%) Analytics
9 49 (30.06%) Data Engineering
9 49 (30.06%) Data Pipeline
10 38 (23.31%) Deep Learning
11 37 (22.70%) Problem-Solving
12 36 (22.09%) Stakeholder Management
13 35 (21.47%) Open Source
14 33 (20.25%) Statistics
15 32 (19.63%) Mathematics
15 32 (19.63%) Test Automation
16 31 (19.02%) Feature Engineering
Programming Languages
1 143 (87.73%) Python
2 48 (29.45%) SQL
3 16 (9.82%) Java
4 14 (8.59%) Go
5 13 (7.98%) R
6 12 (7.36%) Bash
7 10 (6.13%) C++
7 10 (6.13%) TypeScript
8 9 (5.52%) JavaScript
9 8 (4.91%) Scala
10 5 (3.07%) PHP
11 4 (2.45%) PowerShell
12 1 (0.61%) C
12 1 (0.61%) MATLAB
Qualifications
1 71 (43.56%) Degree
2 34 (20.86%) Master's Degree
3 30 (18.40%) PhD
4 23 (14.11%) Security Cleared
5 20 (12.27%) Computer Science Degree
6 19 (11.66%) SC Cleared
7 4 (2.45%) Microsoft Certification
7 4 (2.45%) Numerate Degree
8 3 (1.84%) AWS Certification
8 3 (1.84%) Azure Certification
8 3 (1.84%) CISSP
8 3 (1.84%) DV Cleared
8 3 (1.84%) Microsoft Certified Professional
9 2 (1.23%) CESG Certified Professional
9 2 (1.23%) DBS Check
9 2 (1.23%) OSCP
10 1 (0.61%) BPSS Clearance
10 1 (0.61%) CISM
Quality Assurance & Compliance
1 29 (17.79%) Data Quality
2 4 (2.45%) NIST
2 4 (2.45%) SLA
3 3 (1.84%) NIST 800
4 2 (1.23%) Def Stans
4 2 (1.23%) ISO/IEC 27001
4 2 (1.23%) JSP 440
4 2 (1.23%) NCSC
5 1 (0.61%) EU AI Act
5 1 (0.61%) GDPR
5 1 (0.61%) ISO 13485
System Software
1 51 (31.29%) Docker
2 2 (1.23%) GPFS
2 2 (1.23%) Lustre
2 2 (1.23%) Slurm Workload Manager
Systems Management
1 37 (22.70%) Kubernetes
2 10 (6.13%) Ansible
3 8 (4.91%) Kubeflow
3 8 (4.91%) Terraform
4 2 (1.23%) SELinux
5 1 (0.61%) Grafana
5 1 (0.61%) Prometheus
Vendors
1 34 (20.86%) OpenAI
2 32 (19.63%) Databricks
3 21 (12.88%) Microsoft
4 14 (8.59%) NVIDIA
5 13 (7.98%) Dell
6 12 (7.36%) Automation Anywhere
6 12 (7.36%) UiPath
7 8 (4.91%) Palantir
8 5 (3.07%) Foundry
9 4 (2.45%) CrowdStrike
9 4 (2.45%) Fortinet
9 4 (2.45%) Google
9 4 (2.45%) iManage
9 4 (2.45%) Palo Alto
9 4 (2.45%) SAP
10 2 (1.23%) Intel
10 2 (1.23%) Splunk
11 1 (0.61%) IBM