PyTorch
UK

The following table provides summary statistics for permanent job vacancies with a requirement for PyTorch skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited PyTorch over the 6 months to 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 748 824 764
Rank change year-on-year +76 -60 +25
Permanent jobs citing PyTorch 160 123 550
As % of all permanent jobs advertised in the UK 0.15% 0.13% 0.33%
As % of the Libraries, Frameworks & Software Standards category 0.74% 0.45% 0.78%
Number of salaries quoted 116 105 170
10th Percentile £47,500 £48,750 £51,250
25th Percentile £55,000 £60,000 £60,625
Median annual salary (50th Percentile) £71,250 £75,000 £80,000
Median % change year-on-year -5.00% -6.25% +14.29%
75th Percentile £90,000 £90,000 £88,125
90th Percentile £122,500 £108,250 £127,500
UK excluding London median annual salary £62,500 £75,000 £62,250
% change year-on-year -16.67% +20.48% -11.07%

All Software Libraries and Frameworks
UK

PyTorch is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for technical specification, industry standards, software libraries and framework skills.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 21,541 27,618 70,092
As % of all permanent jobs advertised in the UK 20.52% 29.18% 41.54%
Number of salaries quoted 16,014 17,838 29,844
10th Percentile £36,250 £40,500 £37,500
25th Percentile £45,000 £50,000 £47,500
Median annual salary (50th Percentile) £60,000 £67,500 £64,500
Median % change year-on-year -11.11% +4.65% +17.27%
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 1 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 1 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 +57 142 £72,500 -3.33% 116
UK excluding London +7 83 £62,500 -16.67% 49
London +105 62 £87,500 +16.67% 72
Work from Home +40 52 £55,000 -26.67% 45
East of England +8 22 £80,001 +6.67% 11
South West -15 20 £55,000 -31.25% 8
Midlands -6 13 £55,000 -8.33% 4
North of England +38 11 £60,000 +4.35% 6
West Midlands -8 11 £55,000 -12.00%
Scotland -55 11 £58,500 +30.00% 2
North West 0 9 £60,000 +4.35% 4
South East -9 6 £117,500 +56.67% 17
Yorkshire +64 2 £85,000 - 2
East Midlands -17 2 £62,500 +66.67% 4

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 11 (6.88%) Apache Spark
2 4 (2.50%) Apache Airflow
3 3 (1.88%) Apache
4 1 (0.63%) Confluence
4 1 (0.63%) SAS
Applications
1 12 (7.50%) Simulink
2 6 (3.75%) Stateflow
3 1 (0.63%) Blender
3 1 (0.63%) Microsoft Office
Cloud Services
1 40 (25.00%) AWS
2 35 (21.88%) Azure
3 30 (18.75%) GCP
4 14 (8.75%) Amazon SageMaker
5 13 (8.13%) Cloud Computing
6 9 (5.63%) Azure Machine Learning
6 9 (5.63%) Snowflake
7 8 (5.00%) SaaS
8 6 (3.75%) dbt
8 6 (3.75%) Fivetran
9 4 (2.50%) Azure DevOps
9 4 (2.50%) Dagster
10 3 (1.88%) Serverless
11 2 (1.25%) Amazon EC2
11 2 (1.25%) Amazon S3
11 2 (1.25%) AWS Lambda
11 2 (1.25%) Azure Cognitive Services
11 2 (1.25%) ChatGPT
11 2 (1.25%) Power Platform
11 2 (1.25%) 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 (8.13%) Elasticsearch
2 12 (7.50%) Big Data
3 8 (5.00%) Data Mining
3 8 (5.00%) Hadoop
4 7 (4.38%) Data Warehouse
5 4 (2.50%) NoSQL
5 4 (2.50%) PostgreSQL
5 4 (2.50%) Tableau
6 3 (1.88%) Neo4j
7 2 (1.25%) MongoDB
7 2 (1.25%) Power BI
7 2 (1.25%) Text Mining
8 1 (0.63%) Amazon Athena
8 1 (0.63%) Amazon Aurora
8 1 (0.63%) Apache Cassandra
8 1 (0.63%) Data Lake
8 1 (0.63%) DynamoDB
8 1 (0.63%) Geospatial Data
8 1 (0.63%) RDBMS
8 1 (0.63%) Redis
Development Applications
1 18 (11.25%) Git
2 4 (2.50%) Snakemake
3 3 (1.88%) MLflow
4 2 (1.25%) Jenkins
4 2 (1.25%) Team Foundation Server
5 1 (0.63%) CMake
5 1 (0.63%) GDB
5 1 (0.63%) JIRA
5 1 (0.63%) JMeter
5 1 (0.63%) JUnit
5 1 (0.63%) Mockito
5 1 (0.63%) Valgrind
General
1 34 (21.25%) Social Skills
2 19 (11.88%) Finance
3 17 (10.63%) Inclusion and Diversity
4 14 (8.75%) Law
5 12 (7.50%) Games
6 7 (4.38%) Marketing
6 7 (4.38%) Public Sector
7 4 (2.50%) Automotive
7 4 (2.50%) French Language
7 4 (2.50%) German Language
7 4 (2.50%) Italian Language
7 4 (2.50%) Retail
8 3 (1.88%) Legal
9 2 (1.25%) Analytical Skills
10 1 (0.63%) Advertising
10 1 (0.63%) Banking
10 1 (0.63%) Financial Institution
10 1 (0.63%) Investment Banking
10 1 (0.63%) Manufacturing
Job Titles
1 42 (26.25%) Senior
2 35 (21.88%) Data Scientist
3 26 (16.25%) Developer
4 22 (13.75%) Artificial Intelligence Engineer
5 18 (11.25%) Senior Data Scientist
6 17 (10.63%) Lead
7 16 (10.00%) Software Engineer
8 13 (8.13%) Data Engineer
9 12 (7.50%) Machine Learning Researcher
10 11 (6.88%) Senior Developer
11 9 (5.63%) Python Engineer
11 9 (5.63%) Senior Software Developer
11 9 (5.63%) Software Developer
12 8 (5.00%) Audit Manager
12 8 (5.00%) Python Software Engineer
13 7 (4.38%) Principal Engineer
14 6 (3.75%) Lead Data Scientist
14 6 (3.75%) Snowflake Data Engineer
14 6 (3.75%) Snowflake Engineer
15 5 (3.13%) Machine Learning Developer
Libraries, Frameworks & Software Standards
1 125 (78.13%) TensorFlow
2 32 (20.00%) scikit-learn
3 30 (18.75%) Keras
4 28 (17.50%) NumPy
5 19 (11.88%) Pandas
6 18 (11.25%) SpaCy
7 15 (9.38%) Kafka
8 13 (8.13%) Flask
9 12 (7.50%) Apache Beam
10 9 (5.63%) Hugging Face
10 9 (5.63%) LangChain
11 8 (5.00%) MXNet
12 7 (4.38%) OpenCV
13 6 (3.75%) Django
13 6 (3.75%) FastAPI
13 6 (3.75%) SciPy
14 5 (3.13%) Statsmodels
15 4 (2.50%) ONNX
15 4 (2.50%) OpenACC
16 3 (1.88%) .NET
Miscellaneous
1 77 (48.13%) Algorithms
2 23 (14.38%) CUDA
3 19 (11.88%) Data Structures
4 15 (9.38%) Distributed Computing
5 7 (4.38%) Blockchain
6 6 (3.75%) Public Cloud
7 5 (3.13%) Embedded Systems
8 4 (2.50%) Client/Server
8 4 (2.50%) Distributed Systems
8 4 (2.50%) IoT
8 4 (2.50%) Life Science
8 4 (2.50%) Omics
8 4 (2.50%) Robotics
8 4 (2.50%) Verilog
8 4 (2.50%) VHDL
9 3 (1.88%) Onboarding
10 2 (1.25%) 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 (8.75%) Linux
2 1 (0.63%) Embedded Linux
2 1 (0.63%) Unix
Processes & Methodologies
1 135 (84.38%) Machine Learning
2 125 (78.13%) Artificial Intelligence
3 92 (57.50%) Deep Learning
4 68 (42.50%) Data Science
5 64 (40.00%) Natural Language Processing
6 60 (37.50%) Software Engineering
7 53 (33.13%) Computer Science
8 47 (29.38%) Mathematics
9 44 (27.50%) Statistics
10 40 (25.00%) Computer Vision
10 40 (25.00%) LLM
11 37 (23.13%) Agile
12 35 (21.88%) Open Source
13 32 (20.00%) Problem-Solving
14 31 (19.38%) Visualisation
15 30 (18.75%) Analytics
15 30 (18.75%) Neural Network
16 27 (16.88%) Generative AI
17 22 (13.75%) Data Visualisation
17 22 (13.75%) MLOps
Programming Languages
1 149 (93.13%) Python
2 39 (24.38%) SQL
3 32 (20.00%) Java
4 19 (11.88%) C
5 13 (8.13%) C++
6 12 (7.50%) MATLAB
7 8 (5.00%) R
8 7 (4.38%) Scala
9 6 (3.75%) JavaScript
10 5 (3.13%) Bash
11 4 (2.50%) Perl
11 4 (2.50%) Ruby
12 3 (1.88%) C#
12 3 (1.88%) Shell Script
13 2 (1.25%) Go
13 2 (1.25%) Kusto Query Language
13 2 (1.25%) PowerShell
13 2 (1.25%) TypeScript
14 1 (0.63%) Fortran
Qualifications
1 87 (54.38%) Degree
2 53 (33.13%) PhD
3 41 (25.63%) Master's Degree
4 26 (16.25%) Security Cleared
5 19 (11.88%) Computer Science Degree
6 11 (6.88%) SC Cleared
7 9 (5.63%) BPSS Clearance
8 3 (1.88%) Postgraduate
9 2 (1.25%) Azure Certification
10 1 (0.63%) DV Cleared
10 1 (0.63%) Numerate Degree
Quality Assurance & Compliance
1 4 (2.50%) Data Quality
2 1 (0.63%) Accessibility
2 1 (0.63%) QA
System Software
1 13 (8.13%) Docker
Systems Management
1 12 (7.50%) Kubernetes
2 7 (4.38%) Terraform
3 3 (1.88%) Kubeflow
4 2 (1.25%) Grafana
5 1 (0.63%) Ansible
5 1 (0.63%) Kibana
5 1 (0.63%) Prometheus
Vendors
1 18 (11.25%) OpenAI
2 16 (10.00%) Dataiku
3 15 (9.38%) Databricks
4 13 (8.13%) NVIDIA
5 8 (5.00%) Google
6 6 (3.75%) F5
7 5 (3.13%) Microsoft
8 2 (1.25%) Splunk
9 1 (0.63%) Alteryx
9 1 (0.63%) Dynatrace
9 1 (0.63%) Hitachi
9 1 (0.63%) StreamSets