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 24 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
24 Apr 2024
Same period 2023 Same period 2022
Rank 734 856 785
Rank change year-on-year +122 -71 -9
Permanent jobs citing PyTorch 160 129 447
As % of all permanent jobs advertised in the UK 0.16% 0.12% 0.29%
As % of the Libraries, Frameworks & Software Standards category 0.76% 0.40% 0.72%
Number of salaries quoted 117 109 157
10th Percentile £47,500 £45,000 £48,750
25th Percentile £55,000 £60,000 £60,000
Median annual salary (50th Percentile) £75,000 £75,000 £80,000
Median % change year-on-year - -6.25% +10.34%
75th Percentile £91,250 £95,000 £85,000
90th Percentile £135,250 £115,000 £127,500
UK excluding London median annual salary £62,500 £62,500 £62,000
% change year-on-year - +0.81% -20.00%

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 21,029 32,044 61,817
As % of all permanent jobs advertised in the UK 21.47% 30.37% 40.15%
Number of salaries quoted 15,742 19,614 30,454
10th Percentile £36,250 £41,234 £37,500
25th Percentile £45,000 £50,000 £47,500
Median annual salary (50th Percentile) £60,000 £67,500 £62,500
Median % change year-on-year -11.11% +8.00% +13.64%
75th Percentile £80,000 £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 24 April 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 24 April 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 +140 143 £75,000 - 126
UK excluding London +64 82 £62,500 - 54
London +138 60 £85,000 +13.33% 71
Work from Home +87 50 £55,000 -21.43% 75
East of England +44 25 £80,001 +6.67% 14
South West -2 19 £55,000 +43.78% 2
Midlands +11 13 £55,000 -4.35% 2
Scotland -48 11 £60,000 +33.33% 2
North of England +59 10 £60,000 -4.00% 6
West Midlands +36 10 £55,000 -8.33%
North West +16 8 £60,000 -4.00% 6
South East +13 4 £117,500 +56.67% 29
East Midlands -14 3 £40,000 +6.67% 2
Yorkshire - 2 £85,000 -

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 8 (5.00%) Apache Spark
2 3 (1.88%) SAS
3 2 (1.25%) Apache
3 2 (1.25%) Apache Airflow
3 2 (1.25%) Confluence
Applications
1 12 (7.50%) Simulink
2 6 (3.75%) Stateflow
3 1 (0.63%) Blender
Cloud Services
1 37 (23.13%) AWS
2 33 (20.63%) Azure
3 29 (18.13%) GCP
4 16 (10.00%) Amazon SageMaker
5 12 (7.50%) Azure Machine Learning
6 10 (6.25%) Cloud Computing
7 8 (5.00%) SaaS
8 7 (4.38%) Snowflake
9 6 (3.75%) dbt
9 6 (3.75%) Fivetran
10 4 (2.50%) Azure DevOps
10 4 (2.50%) Dagster
11 3 (1.88%) Serverless
12 2 (1.25%) ChatGPT
12 2 (1.25%) Power Platform
12 2 (1.25%) WhatsApp
13 1 (0.63%) AWS CodePipeline
13 1 (0.63%) AWS Step Functions
13 1 (0.63%) Azure Cognitive Services
13 1 (0.63%) Azure Data Factory
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 14 (8.75%) Elasticsearch
2 10 (6.25%) Big Data
3 8 (5.00%) Data Mining
4 6 (3.75%) Data Warehouse
4 6 (3.75%) Hadoop
5 5 (3.13%) Neo4j
5 5 (3.13%) Tableau
6 2 (1.25%) MongoDB
6 2 (1.25%) NoSQL
6 2 (1.25%) PostgreSQL
6 2 (1.25%) Power BI
6 2 (1.25%) Text Mining
7 1 (0.63%) Amazon Athena
Development Applications
1 16 (10.00%) Git
2 4 (2.50%) Snakemake
3 2 (1.25%) MLflow
3 2 (1.25%) Team Foundation Server
General
1 33 (20.63%) Social Skills
2 18 (11.25%) Inclusion and Diversity
3 16 (10.00%) Finance
4 14 (8.75%) Games
5 12 (7.50%) Law
6 9 (5.63%) Public Sector
7 7 (4.38%) Marketing
8 4 (2.50%) Automotive
8 4 (2.50%) French Language
8 4 (2.50%) German Language
8 4 (2.50%) Italian Language
8 4 (2.50%) Retail
9 3 (1.88%) Financial Institution
10 1 (0.63%) Analytical Skills
10 1 (0.63%) Pharmaceutical
Job Titles
1 41 (25.63%) Data Scientist
2 40 (25.00%) Senior
3 25 (15.63%) Artificial Intelligence Engineer
4 23 (14.38%) Developer
5 19 (11.88%) Senior Data Scientist
6 16 (10.00%) Lead
7 15 (9.38%) Data Engineer
8 13 (8.13%) Software Engineer
9 12 (7.50%) Machine Learning Researcher
10 11 (6.88%) Senior Developer
11 10 (6.25%) Principal Engineer
12 9 (5.63%) Senior Software Developer
12 9 (5.63%) Software Developer
13 8 (5.00%) Audit Manager
13 8 (5.00%) Machine Learning Engineer
13 8 (5.00%) Python Engineer
14 7 (4.38%) Python Software Engineer
15 6 (3.75%) Lead Data Scientist
15 6 (3.75%) Principal Data Engineer
15 6 (3.75%) Snowflake Data Engineer
Libraries, Frameworks & Software Standards
1 123 (76.88%) TensorFlow
2 35 (21.88%) scikit-learn
3 33 (20.63%) NumPy
4 29 (18.13%) Keras
5 22 (13.75%) Pandas
6 18 (11.25%) SpaCy
7 14 (8.75%) Kafka
8 13 (8.13%) Flask
9 12 (7.50%) Apache Beam
10 11 (6.88%) Hugging Face
10 11 (6.88%) MXNet
11 10 (6.25%) LangChain
12 7 (4.38%) SciPy
13 6 (3.75%) Django
13 6 (3.75%) FastAPI
14 5 (3.13%) OpenCV
14 5 (3.13%) Statsmodels
15 4 (2.50%) .NET
15 4 (2.50%) ONNX
15 4 (2.50%) OpenACC
Miscellaneous
1 75 (46.88%) Algorithms
2 22 (13.75%) CUDA
3 19 (11.88%) Data Structures
4 15 (9.38%) Distributed Computing
5 10 (6.25%) Blockchain
6 6 (3.75%) Public Cloud
7 5 (3.13%) Embedded Systems
7 5 (3.13%) Life Science
7 5 (3.13%) Robotics
8 4 (2.50%) Client/Server
8 4 (2.50%) Omics
8 4 (2.50%) Verilog
8 4 (2.50%) VHDL
9 3 (1.88%) Distributed Systems
9 3 (1.88%) IoT
9 3 (1.88%) Onboarding
10 2 (1.25%) Social Network
11 1 (0.63%) Credit Risk
11 1 (0.63%) Reinsurance
11 1 (0.63%) Virtual Reality
Operating Systems
1 12 (7.50%) Linux
2 1 (0.63%) Embedded Linux
Processes & Methodologies
1 136 (85.00%) Machine Learning
2 124 (77.50%) Artificial Intelligence
3 92 (57.50%) Deep Learning
4 70 (43.75%) Data Science
5 67 (41.88%) Natural Language Processing
6 60 (37.50%) Software Engineering
7 52 (32.50%) Computer Science
8 46 (28.75%) Mathematics
9 45 (28.13%) LLM
9 45 (28.13%) Statistics
10 41 (25.63%) Computer Vision
11 35 (21.88%) Agile
11 35 (21.88%) Open Source
12 32 (20.00%) Generative AI
12 32 (20.00%) Neural Network
12 32 (20.00%) Problem-Solving
13 28 (17.50%) Analytics
14 27 (16.88%) Visualisation
15 25 (15.63%) MLOps
16 20 (12.50%) Reinforcement Learning
Programming Languages
1 149 (93.13%) Python
2 38 (23.75%) SQL
3 29 (18.13%) Java
4 19 (11.88%) C
5 12 (7.50%) MATLAB
6 11 (6.88%) C++
7 7 (4.38%) R
8 6 (3.75%) JavaScript
8 6 (3.75%) Scala
9 5 (3.13%) Bash
10 4 (2.50%) C#
10 4 (2.50%) Go
10 4 (2.50%) Perl
10 4 (2.50%) Ruby
11 3 (1.88%) TypeScript
12 1 (0.63%) Fortran
12 1 (0.63%) Gremlin
12 1 (0.63%) Kusto Query Language
12 1 (0.63%) PowerShell
12 1 (0.63%) Shell Script
Qualifications
1 87 (54.38%) Degree
2 58 (36.25%) PhD
3 40 (25.00%) Master's Degree
4 29 (18.13%) Security Cleared
5 14 (8.75%) SC Cleared
6 13 (8.13%) Computer Science Degree
7 9 (5.63%) BPSS Clearance
8 3 (1.88%) Postgraduate
9 1 (0.63%) Azure Certification
9 1 (0.63%) DV Cleared
9 1 (0.63%) Numerate Degree
Quality Assurance & Compliance
1 2 (1.25%) QA
2 1 (0.63%) Data Quality
System Software
1 9 (5.63%) Docker
Systems Management
1 9 (5.63%) Terraform
2 8 (5.00%) Kubernetes
3 3 (1.88%) Kubeflow
Vendors
1 19 (11.88%) Dataiku
2 18 (11.25%) OpenAI
3 16 (10.00%) Databricks
4 13 (8.13%) NVIDIA
5 10 (6.25%) Google
6 6 (3.75%) F5
7 3 (1.88%) Microsoft
8 1 (0.63%) Hitachi