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 6 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
6 May 2024
Same period 2023 Same period 2022
Rank 752 855 788
Rank change year-on-year +103 -67 +2
Permanent jobs citing PyTorch 158 124 482
As % of all permanent jobs advertised in the UK 0.16% 0.12% 0.31%
As % of the Libraries, Frameworks & Software Standards category 0.75% 0.40% 0.76%
Number of salaries quoted 114 103 165
10th Percentile £46,625 £46,500 £51,250
25th Percentile £55,000 £60,000 £62,500
Median annual salary (50th Percentile) £70,000 £75,000 £80,000
Median % change year-on-year -6.67% -6.25% +10.34%
75th Percentile £90,000 £90,000 £85,000
90th Percentile £130,375 £109,750 £127,500
UK excluding London median annual salary £62,500 £72,500 £62,000
% change year-on-year -13.79% +16.94% -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 21,107 31,145 63,760
As % of all permanent jobs advertised in the UK 21.37% 30.12% 40.51%
Number of salaries quoted 15,794 19,194 30,333
10th Percentile £36,250 £40,880 £37,500
25th Percentile £45,000 £50,000 £47,500
Median annual salary (50th Percentile) £60,000 £67,500 £63,000
Median % change year-on-year -11.11% +7.14% +14.55%
75th Percentile £79,600 £87,500 £82,500
90th Percentile £100,000 £105,000 £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 6 May 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 6 May 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 +122 141 £72,500 -3.33% 123
UK excluding London +30 80 £62,500 -13.79% 59
London +108 59 £85,000 +9.68% 65
Work from Home +74 51 £55,000 -25.42% 72
East of England +29 23 £80,001 +6.67% 16
South West -23 19 £55,000 +6.28% 4
Midlands +23 13 £55,000 -4.35% 4
Scotland -53 11 £60,000 +33.33% 2
North of England +62 10 £60,000 -4.00% 6
West Midlands +32 10 £55,000 -8.33% 1
North West +23 8 £60,000 -4.00% 5
South East +12 4 £117,500 +54.10% 28
East Midlands -11 3 £40,000 +6.67% 3
Yorkshire - 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 9 (5.70%) Apache Spark
2 3 (1.90%) SAS
3 2 (1.27%) Apache
3 2 (1.27%) Apache Airflow
Applications
1 12 (7.59%) Simulink
2 6 (3.80%) Stateflow
3 1 (0.63%) Blender
Cloud Services
1 37 (23.42%) AWS
2 34 (21.52%) Azure
3 29 (18.35%) GCP
4 16 (10.13%) Amazon SageMaker
5 12 (7.59%) Azure Machine Learning
6 9 (5.70%) Cloud Computing
7 8 (5.06%) SaaS
8 7 (4.43%) Snowflake
9 6 (3.80%) dbt
9 6 (3.80%) Fivetran
10 5 (3.16%) Azure DevOps
11 4 (2.53%) Dagster
12 3 (1.90%) ChatGPT
12 3 (1.90%) Serverless
13 2 (1.27%) Azure Cognitive Services
13 2 (1.27%) Power Platform
13 2 (1.27%) WhatsApp
14 1 (0.63%) AWS CodePipeline
14 1 (0.63%) AWS Step Functions
14 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 13 (8.23%) Elasticsearch
2 10 (6.33%) Big Data
3 8 (5.06%) Data Mining
4 6 (3.80%) Data Warehouse
4 6 (3.80%) Hadoop
5 5 (3.16%) Neo4j
5 5 (3.16%) Tableau
6 3 (1.90%) PostgreSQL
7 2 (1.27%) MongoDB
7 2 (1.27%) NoSQL
7 2 (1.27%) Power BI
7 2 (1.27%) Text Mining
8 1 (0.63%) Amazon Athena
8 1 (0.63%) Amazon Aurora
8 1 (0.63%) Apache Cassandra
8 1 (0.63%) BigQuery
8 1 (0.63%) DynamoDB
8 1 (0.63%) Redis
Development Applications
1 16 (10.13%) Git
2 4 (2.53%) Snakemake
3 2 (1.27%) MLflow
3 2 (1.27%) Team Foundation Server
4 1 (0.63%) GDB
4 1 (0.63%) Valgrind
General
1 32 (20.25%) Social Skills
2 20 (12.66%) Inclusion and Diversity
3 16 (10.13%) Finance
4 14 (8.86%) Games
4 14 (8.86%) Law
5 9 (5.70%) Public Sector
6 7 (4.43%) Marketing
7 4 (2.53%) Automotive
7 4 (2.53%) French Language
7 4 (2.53%) German Language
7 4 (2.53%) Italian Language
7 4 (2.53%) Retail
8 2 (1.27%) Analytical Skills
9 1 (0.63%) Financial Institution
9 1 (0.63%) Legal
9 1 (0.63%) Pharmaceutical
Job Titles
1 42 (26.58%) Senior
2 41 (25.95%) Data Scientist
3 24 (15.19%) Artificial Intelligence Engineer
4 23 (14.56%) Developer
5 19 (12.03%) Senior Data Scientist
6 15 (9.49%) Data Engineer
6 15 (9.49%) Lead
7 13 (8.23%) Software Engineer
8 12 (7.59%) Machine Learning Researcher
9 11 (6.96%) Senior Developer
10 10 (6.33%) Principal Engineer
11 9 (5.70%) Senior Software Developer
11 9 (5.70%) Software Developer
12 8 (5.06%) Audit Manager
12 8 (5.06%) Python Engineer
13 7 (4.43%) Python Software Engineer
14 6 (3.80%) Lead Data Scientist
14 6 (3.80%) Principal Data Engineer
14 6 (3.80%) Principal Data Scientist
14 6 (3.80%) Snowflake Data Engineer
Libraries, Frameworks & Software Standards
1 122 (77.22%) TensorFlow
2 35 (22.15%) scikit-learn
3 33 (20.89%) NumPy
4 30 (18.99%) Keras
5 22 (13.92%) Pandas
6 18 (11.39%) SpaCy
7 14 (8.86%) Kafka
8 13 (8.23%) Flask
9 12 (7.59%) Apache Beam
10 11 (6.96%) MXNet
11 10 (6.33%) Hugging Face
12 9 (5.70%) LangChain
13 7 (4.43%) SciPy
14 6 (3.80%) Django
14 6 (3.80%) FastAPI
15 5 (3.16%) OpenCV
15 5 (3.16%) Statsmodels
16 4 (2.53%) .NET
16 4 (2.53%) ONNX
16 4 (2.53%) OpenACC
Miscellaneous
1 73 (46.20%) Algorithms
2 22 (13.92%) CUDA
3 19 (12.03%) Data Structures
4 15 (9.49%) Distributed Computing
5 8 (5.06%) Blockchain
6 6 (3.80%) Public Cloud
7 5 (3.16%) Embedded Systems
7 5 (3.16%) Life Science
7 5 (3.16%) Robotics
8 4 (2.53%) Client/Server
8 4 (2.53%) IoT
8 4 (2.53%) Omics
8 4 (2.53%) Verilog
8 4 (2.53%) VHDL
9 3 (1.90%) Distributed Systems
9 3 (1.90%) Onboarding
10 2 (1.27%) 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 12 (7.59%) Linux
2 1 (0.63%) Embedded Linux
Processes & Methodologies
1 134 (84.81%) Machine Learning
2 124 (78.48%) Artificial Intelligence
3 92 (58.23%) Deep Learning
4 70 (44.30%) Data Science
5 67 (42.41%) Natural Language Processing
6 57 (36.08%) Software Engineering
7 51 (32.28%) Computer Science
8 47 (29.75%) Mathematics
9 46 (29.11%) Statistics
10 42 (26.58%) LLM
11 39 (24.68%) Computer Vision
12 35 (22.15%) Agile
13 34 (21.52%) Open Source
14 32 (20.25%) Problem-Solving
15 31 (19.62%) Neural Network
16 30 (18.99%) Analytics
16 30 (18.99%) Generative AI
17 29 (18.35%) Visualisation
18 21 (13.29%) MLOps
19 20 (12.66%) Data Pipeline
Programming Languages
1 147 (93.04%) Python
2 40 (25.32%) SQL
3 30 (18.99%) Java
4 19 (12.03%) C
5 12 (7.59%) MATLAB
6 11 (6.96%) C++
7 6 (3.80%) R
7 6 (3.80%) Scala
8 5 (3.16%) Bash
9 4 (2.53%) C#
9 4 (2.53%) JavaScript
9 4 (2.53%) Perl
9 4 (2.53%) Ruby
10 2 (1.27%) Go
10 2 (1.27%) Kusto Query Language
10 2 (1.27%) PowerShell
10 2 (1.27%) TypeScript
11 1 (0.63%) Fortran
11 1 (0.63%) Gremlin
11 1 (0.63%) Shell Script
Qualifications
1 85 (53.80%) Degree
2 55 (34.81%) PhD
3 37 (23.42%) Master's Degree
4 29 (18.35%) Security Cleared
5 14 (8.86%) SC Cleared
6 13 (8.23%) Computer Science Degree
7 9 (5.70%) BPSS Clearance
8 3 (1.90%) Postgraduate
9 2 (1.27%) Azure Certification
10 1 (0.63%) DV Cleared
10 1 (0.63%) Numerate Degree
Quality Assurance & Compliance
1 2 (1.27%) QA
2 1 (0.63%) Data Quality
System Software
1 9 (5.70%) Docker
Systems Management
1 10 (6.33%) Terraform
2 7 (4.43%) Kubernetes
3 3 (1.90%) Kubeflow
4 2 (1.27%) Grafana
5 1 (0.63%) Prometheus
Vendors
1 19 (12.03%) Dataiku
2 18 (11.39%) OpenAI
3 16 (10.13%) Databricks
4 13 (8.23%) NVIDIA
5 10 (6.33%) Google
6 6 (3.80%) F5
7 3 (1.90%) Microsoft
8 1 (0.63%) Hitachi
8 1 (0.63%) Splunk