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

6 months to
19 Apr 2024
Same period 2023 Same period 2022
Rank 737 870 791
Rank change year-on-year +133 -79 -17
Permanent jobs citing PyTorch 171 128 443
As % of all permanent jobs advertised in the UK 0.18% 0.12% 0.29%
As % of the Libraries, Frameworks & Software Standards category 0.82% 0.39% 0.72%
Number of salaries quoted 120 108 155
10th Percentile £47,500 £45,875 £48,750
25th Percentile £55,000 £60,000 £62,500
Median annual salary (50th Percentile) £72,500 £75,000 £80,000
Median % change year-on-year -3.33% -6.25% +10.34%
75th Percentile £91,250 £95,000 £87,500
90th Percentile £134,125 £115,000 £127,500
UK excluding London median annual salary £62,500 £66,250 £62,000
% change year-on-year -5.66% +6.85% -17.33%

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 20,929 32,454 61,171
As % of all permanent jobs advertised in the UK 21.53% 30.47% 39.95%
Number of salaries quoted 15,703 19,819 30,667
10th Percentile £36,250 £41,250 £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 19 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 19 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 +159 154 £75,000 - 125
UK excluding London +75 91 £62,500 -5.66% 54
London +128 60 £85,000 +13.33% 71
Work from Home +89 56 £55,000 -24.14% 68
East of England +52 28 £80,001 +6.67% 16
South West +11 25 £55,000 +43.78% 3
Midlands +23 13 £55,000 -4.35% 3
Scotland -50 11 £60,000 +33.33% 3
North of England +64 10 £60,000 -5.88% 5
West Midlands +39 10 £55,000 -8.33% 1
North West +21 8 £60,000 -5.88% 5
South East -3 4 £117,500 +54.10% 26
East Midlands -13 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 (4.68%) Apache Spark
2 3 (1.75%) SAS
3 2 (1.17%) Apache
3 2 (1.17%) Apache Airflow
3 2 (1.17%) Confluence
Applications
1 12 (7.02%) Simulink
2 6 (3.51%) Stateflow
3 1 (0.58%) Blender
Cloud Services
1 39 (22.81%) AWS
2 35 (20.47%) Azure
3 31 (18.13%) GCP
4 18 (10.53%) Amazon SageMaker
5 14 (8.19%) Azure Machine Learning
6 10 (5.85%) Cloud Computing
7 8 (4.68%) SaaS
8 7 (4.09%) Snowflake
9 6 (3.51%) dbt
9 6 (3.51%) Fivetran
10 4 (2.34%) Azure DevOps
10 4 (2.34%) Dagster
11 3 (1.75%) Serverless
12 2 (1.17%) ChatGPT
12 2 (1.17%) Power Platform
12 2 (1.17%) WhatsApp
13 1 (0.58%) AWS CodePipeline
13 1 (0.58%) AWS Step Functions
13 1 (0.58%) Azure Cognitive Services
13 1 (0.58%) Azure Data Factory
Communications & Networking
1 1 (0.58%) Bluetooth
1 1 (0.58%) OFDM
1 1 (0.58%) Software-Defined Radio
1 1 (0.58%) Wi-Fi
1 1 (0.58%) ZigBee
Database & Business Intelligence
1 16 (9.36%) Big Data
2 14 (8.19%) Elasticsearch
3 8 (4.68%) Data Mining
4 6 (3.51%) Data Warehouse
4 6 (3.51%) Hadoop
5 5 (2.92%) Neo4j
5 5 (2.92%) Tableau
6 2 (1.17%) MongoDB
6 2 (1.17%) NoSQL
6 2 (1.17%) PostgreSQL
6 2 (1.17%) Power BI
6 2 (1.17%) Text Mining
7 1 (0.58%) Amazon Athena
Development Applications
1 16 (9.36%) Git
2 4 (2.34%) Snakemake
3 2 (1.17%) MLflow
3 2 (1.17%) Team Foundation Server
General
1 35 (20.47%) Social Skills
2 26 (15.20%) Inclusion and Diversity
3 23 (13.45%) Finance
4 16 (9.36%) Games
5 12 (7.02%) Law
6 11 (6.43%) Public Sector
7 7 (4.09%) Marketing
8 4 (2.34%) Automotive
8 4 (2.34%) French Language
8 4 (2.34%) German Language
8 4 (2.34%) Italian Language
8 4 (2.34%) Retail
9 3 (1.75%) Financial Institution
10 1 (0.58%) Analytical Skills
10 1 (0.58%) Pharmaceutical
Job Titles
1 44 (25.73%) Data Scientist
2 42 (24.56%) Senior
3 27 (15.79%) Artificial Intelligence Engineer
4 23 (13.45%) Developer
5 20 (11.70%) Senior Data Scientist
6 18 (10.53%) Data Engineer
7 16 (9.36%) Lead
8 13 (7.60%) Software Engineer
9 12 (7.02%) Machine Learning Researcher
10 11 (6.43%) Principal Engineer
10 11 (6.43%) Senior Developer
11 10 (5.85%) Machine Learning Engineer
12 9 (5.26%) Senior Software Developer
12 9 (5.26%) Software Developer
13 8 (4.68%) Audit Manager
13 8 (4.68%) Python Engineer
14 7 (4.09%) Principal Data Engineer
14 7 (4.09%) Principal Data Scientist
14 7 (4.09%) Python Software Engineer
15 6 (3.51%) Lead Data Scientist
Libraries, Frameworks & Software Standards
1 127 (74.27%) TensorFlow
2 43 (25.15%) scikit-learn
3 33 (19.30%) NumPy
4 29 (16.96%) Keras
5 28 (16.37%) Pandas
6 18 (10.53%) SpaCy
7 14 (8.19%) Kafka
8 13 (7.60%) Flask
8 13 (7.60%) MXNet
9 12 (7.02%) Apache Beam
9 12 (7.02%) Hugging Face
10 10 (5.85%) LangChain
11 7 (4.09%) SciPy
12 6 (3.51%) Django
12 6 (3.51%) FastAPI
12 6 (3.51%) HTML
13 5 (2.92%) OpenCV
13 5 (2.92%) Statsmodels
14 4 (2.34%) .NET
14 4 (2.34%) OpenACC
Miscellaneous
1 83 (48.54%) Algorithms
2 22 (12.87%) CUDA
3 19 (11.11%) Data Structures
4 17 (9.94%) Distributed Computing
5 13 (7.60%) Blockchain
6 6 (3.51%) Cyberattack
6 6 (3.51%) Public Cloud
7 5 (2.92%) Embedded Systems
7 5 (2.92%) Life Science
7 5 (2.92%) Robotics
8 4 (2.34%) Client/Server
8 4 (2.34%) Omics
8 4 (2.34%) Verilog
8 4 (2.34%) VHDL
9 3 (1.75%) Distributed Systems
9 3 (1.75%) IoT
9 3 (1.75%) Onboarding
10 2 (1.17%) Social Network
11 1 (0.58%) Credit Risk
11 1 (0.58%) Virtual Reality
Operating Systems
1 12 (7.02%) Linux
2 1 (0.58%) Embedded Linux
Processes & Methodologies
1 147 (85.96%) Machine Learning
2 135 (78.95%) Artificial Intelligence
3 96 (56.14%) Deep Learning
4 78 (45.61%) Data Science
5 69 (40.35%) Natural Language Processing
6 65 (38.01%) Software Engineering
7 58 (33.92%) Computer Science
8 53 (30.99%) Statistics
9 52 (30.41%) Mathematics
10 46 (26.90%) LLM
11 43 (25.15%) Computer Vision
12 40 (23.39%) Problem-Solving
13 37 (21.64%) Open Source
14 36 (21.05%) Analytics
15 35 (20.47%) Agile
15 35 (20.47%) Visualisation
16 34 (19.88%) Generative AI
17 32 (18.71%) Neural Network
18 27 (15.79%) MLOps
19 21 (12.28%) Data Visualisation
Programming Languages
1 158 (92.40%) Python
2 38 (22.22%) SQL
3 29 (16.96%) Java
4 19 (11.11%) C
5 12 (7.02%) MATLAB
6 11 (6.43%) C++
7 7 (4.09%) R
8 6 (3.51%) JavaScript
8 6 (3.51%) Scala
9 5 (2.92%) Bash
10 4 (2.34%) C#
10 4 (2.34%) Go
10 4 (2.34%) Perl
10 4 (2.34%) Ruby
11 3 (1.75%) TypeScript
12 1 (0.58%) Fortran
12 1 (0.58%) Gremlin
12 1 (0.58%) Kusto Query Language
12 1 (0.58%) PowerShell
12 1 (0.58%) Shell Script
Qualifications
1 93 (54.39%) Degree
2 58 (33.92%) PhD
3 40 (23.39%) Master's Degree
4 37 (21.64%) Security Cleared
5 16 (9.36%) SC Cleared
6 13 (7.60%) Computer Science Degree
7 9 (5.26%) BPSS Clearance
8 7 (4.09%) DV Cleared
8 7 (4.09%) Numerate Degree
9 3 (1.75%) Postgraduate
10 1 (0.58%) Azure Certification
Quality Assurance & Compliance
1 2 (1.17%) QA
2 1 (0.58%) Data Quality
System Software
1 9 (5.26%) Docker
Systems Management
1 11 (6.43%) Terraform
2 8 (4.68%) Kubernetes
3 3 (1.75%) Kubeflow
Vendors
1 21 (12.28%) Dataiku
2 18 (10.53%) Databricks
2 18 (10.53%) OpenAI
3 13 (7.60%) NVIDIA
4 12 (7.02%) Google
5 6 (3.51%) F5
6 3 (1.75%) Microsoft
7 1 (0.58%) Hitachi