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 12 June 2024, comparing them to the same period in the previous two years.

6 months to
12 Jun 2024
Same period 2023 Same period 2022
Rank 745 790 758
Rank change year-on-year +45 -32 +43
Permanent jobs citing PyTorch 159 129 570
As % of all permanent jobs advertised in the UK 0.14% 0.14% 0.33%
As % of the Libraries, Frameworks & Software Standards category 0.72% 0.48% 0.80%
Number of salaries quoted 112 110 174
10th Percentile £47,500 £48,750 £50,375
25th Percentile £55,000 £59,063 £60,000
Median annual salary (50th Percentile) £70,000 £75,000 £80,000
Median % change year-on-year -6.67% -6.25% +20.75%
75th Percentile £90,000 £90,000 £88,750
90th Percentile £122,500 £110,000 £127,500
UK excluding London median annual salary £62,500 £75,000 £62,000
% change year-on-year -16.67% +20.97% -4.62%

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 22,074 26,882 71,165
As % of all permanent jobs advertised in the UK 20.09% 29.07% 41.19%
Number of salaries quoted 16,295 17,588 29,917
10th Percentile £36,250 £40,500 £37,750
25th Percentile £45,000 £50,000 £47,500
Median annual salary (50th Percentile) £60,000 £67,500 £65,000
Median % change year-on-year -11.11% +3.85% +18.18%
75th Percentile £78,750 £87,500 £82,500
90th Percentile £100,000 £106,250 £100,000
UK excluding London median annual salary £55,000 £57,500 £55,000
% change year-on-year -4.35% +4.55% +10.00%

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 12 June 2024.

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 12 June 2024. 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 +46 142 £70,000 -6.67% 110
UK excluding London -18 86 £62,500 -16.67% 51
London +86 61 £86,250 +13.11% 62
Work from Home +30 52 £55,000 -26.67% 57
East of England -3 22 £80,001 +6.67% 8
South West -28 21 £55,000 -31.25% 11
Midlands -30 15 £55,000 -12.00% 9
North of England +15 11 £60,000 +4.35% 7
West Midlands -6 11 £55,000 -12.00% 4
Scotland -57 11 £58,500 +30.00% 1
North West -19 9 £60,000 +4.35% 5
South East -33 6 £117,500 +56.67% 13
East Midlands -26 4 £69,000 +84.00% 5
Yorkshire +66 2 £85,000 - 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 (7.55%) Apache Spark
2 5 (3.14%) Apache
3 4 (2.52%) Apache Airflow
4 1 (0.63%) Confluence
Applications
1 11 (6.92%) Simulink
2 5 (3.14%) Stateflow
3 1 (0.63%) Blender
3 1 (0.63%) Microsoft Office
Cloud Services
1 40 (25.16%) AWS
2 33 (20.75%) Azure
3 29 (18.24%) GCP
4 14 (8.81%) Amazon SageMaker
4 14 (8.81%) Cloud Computing
5 12 (7.55%) Google Gemini
6 9 (5.66%) Snowflake
7 8 (5.03%) Azure Machine Learning
7 8 (5.03%) SaaS
8 7 (4.40%) Amazon Bedrock
9 6 (3.77%) dbt
9 6 (3.77%) Fivetran
10 4 (2.52%) Azure DevOps
10 4 (2.52%) Dagster
10 4 (2.52%) Serverless
11 3 (1.89%) Amazon EC2
12 2 (1.26%) Amazon ECS
12 2 (1.26%) Amazon EKS
12 2 (1.26%) Amazon S3
12 2 (1.26%) WhatsApp
Communications & Networking
1 1 (0.63%) Bluetooth
1 1 (0.63%) OFDM
1 1 (0.63%) Software-Defined Radio
1 1 (0.63%) Wi-Fi
1 1 (0.63%) ZigBee
Database & Business Intelligence
1 13 (8.18%) Elasticsearch
2 12 (7.55%) Big Data
3 8 (5.03%) Data Mining
3 8 (5.03%) Hadoop
4 7 (4.40%) Data Warehouse
5 5 (3.14%) NoSQL
5 5 (3.14%) PostgreSQL
6 4 (2.52%) MongoDB
7 3 (1.89%) Relational Database
8 2 (1.26%) MySQL
8 2 (1.26%) Neo4j
8 2 (1.26%) RDBMS
8 2 (1.26%) Tableau
8 2 (1.26%) Text Mining
9 1 (0.63%) Amazon Aurora
9 1 (0.63%) Amazon RDS
9 1 (0.63%) Apache Cassandra
9 1 (0.63%) DynamoDB
9 1 (0.63%) Geospatial Data
9 1 (0.63%) Redis
Development Applications
1 18 (11.32%) Git
2 4 (2.52%) Jenkins
2 4 (2.52%) Snakemake
3 3 (1.89%) MLflow
4 2 (1.26%) JMeter
4 2 (1.26%) JUnit
4 2 (1.26%) Mockito
4 2 (1.26%) Team Foundation Server
5 1 (0.63%) CMake
5 1 (0.63%) GDB
5 1 (0.63%) GitLab
5 1 (0.63%) JIRA
5 1 (0.63%) Valgrind
General
1 33 (20.75%) Social Skills
2 19 (11.95%) Finance
3 16 (10.06%) Inclusion and Diversity
4 13 (8.18%) Law
5 11 (6.92%) Games
6 7 (4.40%) Marketing
6 7 (4.40%) Public Sector
7 4 (2.52%) Automotive
7 4 (2.52%) French Language
7 4 (2.52%) German Language
7 4 (2.52%) Italian Language
7 4 (2.52%) Retail
8 3 (1.89%) Analytical Skills
8 3 (1.89%) Legal
9 1 (0.63%) Advertising
9 1 (0.63%) Banking
9 1 (0.63%) Financial Institution
9 1 (0.63%) Investment Banking
9 1 (0.63%) Manufacturing
Job Titles
1 40 (25.16%) Senior
2 31 (19.50%) Developer
3 29 (18.24%) Data Scientist
4 20 (12.58%) Artificial Intelligence Engineer
5 16 (10.06%) Software Engineer
6 15 (9.43%) Lead
7 14 (8.81%) Senior Data Scientist
8 12 (7.55%) Machine Learning Researcher
9 11 (6.92%) Data Engineer
9 11 (6.92%) Senior Developer
10 10 (6.29%) Software Developer
11 9 (5.66%) Python Engineer
11 9 (5.66%) Senior Software Developer
12 8 (5.03%) Audit Manager
12 8 (5.03%) Python Software Engineer
13 7 (4.40%) Principal Engineer
14 6 (3.77%) Python Developer
14 6 (3.77%) Snowflake Data Engineer
14 6 (3.77%) Snowflake Engineer
15 5 (3.14%) Machine Learning Developer
Libraries, Frameworks & Software Standards
1 124 (77.99%) TensorFlow
2 29 (18.24%) Keras
2 29 (18.24%) scikit-learn
3 27 (16.98%) NumPy
4 18 (11.32%) SpaCy
5 17 (10.69%) Pandas
6 15 (9.43%) Flask
6 15 (9.43%) Kafka
7 12 (7.55%) Apache Beam
8 9 (5.66%) LangChain
9 8 (5.03%) Django
9 8 (5.03%) Hugging Face
9 8 (5.03%) OpenCV
10 7 (4.40%) MXNet
11 6 (3.77%) FastAPI
11 6 (3.77%) HTML
11 6 (3.77%) SciPy
12 5 (3.14%) Statsmodels
13 4 (2.52%) ONNX
13 4 (2.52%) OpenACC
Miscellaneous
1 80 (50.31%) Algorithms
2 23 (14.47%) CUDA
3 19 (11.95%) Data Structures
4 15 (9.43%) Distributed Computing
5 7 (4.40%) Blockchain
6 6 (3.77%) Public Cloud
7 5 (3.14%) Distributed Systems
7 5 (3.14%) Embedded Systems
8 4 (2.52%) Client/Server
8 4 (2.52%) IoT
8 4 (2.52%) Life Science
8 4 (2.52%) Omics
8 4 (2.52%) Robotics
8 4 (2.52%) Verilog
8 4 (2.52%) VHDL
9 3 (1.89%) Onboarding
10 2 (1.26%) Social Network
11 1 (0.63%) Credit Risk
11 1 (0.63%) Management Information System
11 1 (0.63%) Video\Live Streaming
Operating Systems
1 14 (8.81%) Linux
2 1 (0.63%) Embedded Linux
2 1 (0.63%) Robot Operating System
2 1 (0.63%) Unix
Processes & Methodologies
1 132 (83.02%) Machine Learning
2 121 (76.10%) Artificial Intelligence
3 88 (55.35%) Deep Learning
4 63 (39.62%) Data Science
5 59 (37.11%) Software Engineering
6 58 (36.48%) Natural Language Processing
7 53 (33.33%) Computer Science
8 45 (28.30%) Mathematics
9 41 (25.79%) Agile
9 41 (25.79%) Statistics
10 39 (24.53%) Computer Vision
11 38 (23.90%) LLM
12 36 (22.64%) Open Source
13 32 (20.13%) Problem-Solving
14 31 (19.50%) Visualisation
15 29 (18.24%) Analytics
15 29 (18.24%) Neural Network
16 28 (17.61%) Generative AI
17 23 (14.47%) CI/CD
18 22 (13.84%) MLOps
Programming Languages
1 148 (93.08%) Python
2 36 (22.64%) SQL
3 35 (22.01%) Java
4 19 (11.95%) C
5 16 (10.06%) C++
6 11 (6.92%) JavaScript
6 11 (6.92%) MATLAB
7 7 (4.40%) R
7 7 (4.40%) Scala
8 5 (3.14%) Bash
9 4 (2.52%) Perl
9 4 (2.52%) Ruby
9 4 (2.52%) Shell Script
10 3 (1.89%) PHP
11 2 (1.26%) C#
11 2 (1.26%) Go
11 2 (1.26%) Kusto Query Language
11 2 (1.26%) PowerShell
11 2 (1.26%) TypeScript
12 1 (0.63%) Fortran
Qualifications
1 86 (54.09%) Degree
2 50 (31.45%) PhD
3 40 (25.16%) Master's Degree
4 25 (15.72%) Security Cleared
5 20 (12.58%) Computer Science Degree
6 9 (5.66%) BPSS Clearance
6 9 (5.66%) SC Cleared
7 3 (1.89%) Postgraduate
8 2 (1.26%) Azure Certification
9 1 (0.63%) DV Cleared
9 1 (0.63%) Numerate Degree
Quality Assurance & Compliance
1 4 (2.52%) Data Quality
2 2 (1.26%) QA
3 1 (0.63%) Accessibility
System Software
1 15 (9.43%) Docker
Systems Management
1 15 (9.43%) Kubernetes
2 6 (3.77%) Terraform
3 3 (1.89%) Kubeflow
4 2 (1.26%) Grafana
4 2 (1.26%) Kibana
5 1 (0.63%) Ansible
5 1 (0.63%) Prometheus
Vendors
1 17 (10.69%) OpenAI
2 15 (9.43%) Dataiku
3 14 (8.81%) Databricks
4 13 (8.18%) NVIDIA
5 7 (4.40%) Google
6 6 (3.77%) F5
7 5 (3.14%) Microsoft
8 3 (1.89%) Splunk
9 2 (1.26%) Dynatrace
10 1 (0.63%) Alteryx
10 1 (0.63%) Hitachi
10 1 (0.63%) StreamSets