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

6 months to
20 May 2024
Same period 2023 Same period 2022
Rank 730 847 773
Rank change year-on-year +117 -74 +28
Permanent jobs citing PyTorch 156 128 520
As % of all permanent jobs advertised in the UK 0.16% 0.13% 0.32%
As % of the Libraries, Frameworks & Software Standards category 0.74% 0.43% 0.78%
Number of salaries quoted 115 108 170
10th Percentile £46,750 £48,750 £51,250
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% +14.29%
75th Percentile £90,000 £90,000 £85,938
90th Percentile £122,500 £110,000 £127,500
UK excluding London median annual salary £62,500 £75,000 £62,250
% change year-on-year -16.67% +20.48% -17.00%

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 21,099 30,098 66,714
As % of all permanent jobs advertised in the UK 21.12% 30.26% 40.98%
Number of salaries quoted 15,738 18,568 30,087
10th Percentile £36,250 £40,853 £37,500
25th Percentile £45,000 £50,939 £47,500
Median annual salary (50th Percentile) £60,000 £67,500 £63,750
Median % change year-on-year -11.11% +5.88% +15.91%
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 20 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 20 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 +98 139 £72,500 -3.33% 168
UK excluding London +33 82 £62,500 -16.67% 88
London +88 58 £85,000 +11.48% 106
Work from Home +80 51 £55,000 -26.67% 77
East of England +16 23 £80,001 +6.67% 20
South West -12 19 £55,000 -31.25% 7
Midlands +3 14 £52,500 -8.70% 6
North of England +42 11 £60,000 +4.35% 6
West Midlands +21 11 £55,000 -8.33% 2
Scotland -55 10 - - 1
North West +3 9 £60,000 +4.35% 4
South East +8 5 £117,500 +56.67% 47
East Midlands -16 3 £40,000 +6.67% 4
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 (5.77%) Apache Spark
2 3 (1.92%) Apache Airflow
3 2 (1.28%) Apache
3 2 (1.28%) SAS
Applications
1 12 (7.69%) Simulink
2 6 (3.85%) Stateflow
3 1 (0.64%) Blender
Cloud Services
1 34 (21.79%) AWS
2 32 (20.51%) Azure
3 25 (16.03%) GCP
4 13 (8.33%) Amazon SageMaker
5 10 (6.41%) Azure Machine Learning
5 10 (6.41%) Cloud Computing
6 8 (5.13%) SaaS
7 7 (4.49%) Snowflake
8 6 (3.85%) dbt
8 6 (3.85%) Fivetran
9 5 (3.21%) Azure DevOps
10 4 (2.56%) Dagster
11 3 (1.92%) ChatGPT
11 3 (1.92%) Serverless
12 2 (1.28%) Azure Cognitive Services
12 2 (1.28%) Power Platform
12 2 (1.28%) WhatsApp
13 1 (0.64%) AWS CodePipeline
13 1 (0.64%) AWS Step Functions
13 1 (0.64%) Azure Data Factory
Communications & Networking
1 1 (0.64%) Bluetooth
1 1 (0.64%) OFDM
1 1 (0.64%) Software-Defined Radio
1 1 (0.64%) Wi-Fi
1 1 (0.64%) ZigBee
Database & Business Intelligence
1 13 (8.33%) Elasticsearch
2 10 (6.41%) Big Data
3 8 (5.13%) Data Mining
4 6 (3.85%) Data Warehouse
4 6 (3.85%) Hadoop
5 4 (2.56%) Neo4j
5 4 (2.56%) Tableau
6 3 (1.92%) PostgreSQL
7 2 (1.28%) MongoDB
7 2 (1.28%) NoSQL
7 2 (1.28%) Power BI
7 2 (1.28%) Text Mining
8 1 (0.64%) Amazon Athena
8 1 (0.64%) Amazon Aurora
8 1 (0.64%) Apache Cassandra
8 1 (0.64%) BigQuery
8 1 (0.64%) DynamoDB
8 1 (0.64%) Redis
Development Applications
1 18 (11.54%) Git
2 4 (2.56%) Snakemake
3 2 (1.28%) MLflow
3 2 (1.28%) Team Foundation Server
4 1 (0.64%) CMake
4 1 (0.64%) GDB
4 1 (0.64%) Valgrind
General
1 31 (19.87%) Social Skills
2 16 (10.26%) Finance
2 16 (10.26%) Inclusion and Diversity
3 14 (8.97%) Law
4 13 (8.33%) Games
5 7 (4.49%) Marketing
6 6 (3.85%) Public Sector
7 4 (2.56%) Automotive
7 4 (2.56%) French Language
7 4 (2.56%) German Language
7 4 (2.56%) Italian Language
7 4 (2.56%) Retail
8 3 (1.92%) Analytical Skills
9 1 (0.64%) Financial Institution
9 1 (0.64%) Legal
Job Titles
1 43 (27.56%) Senior
2 36 (23.08%) Data Scientist
3 24 (15.38%) Developer
4 21 (13.46%) Artificial Intelligence Engineer
5 19 (12.18%) Senior Data Scientist
6 16 (10.26%) Lead
7 13 (8.33%) Data Engineer
7 13 (8.33%) Software Engineer
8 12 (7.69%) Machine Learning Researcher
9 11 (7.05%) Senior Developer
10 9 (5.77%) Senior Software Developer
10 9 (5.77%) Software Developer
11 8 (5.13%) Audit Manager
11 8 (5.13%) Principal Engineer
11 8 (5.13%) Python Engineer
12 7 (4.49%) Lead Data Scientist
12 7 (4.49%) Python Software Engineer
13 6 (3.85%) Machine Learning Engineer
13 6 (3.85%) Snowflake Data Engineer
13 6 (3.85%) Snowflake Engineer
Libraries, Frameworks & Software Standards
1 119 (76.28%) TensorFlow
2 31 (19.87%) scikit-learn
3 30 (19.23%) Keras
3 30 (19.23%) NumPy
4 19 (12.18%) Pandas
5 18 (11.54%) SpaCy
6 14 (8.97%) Kafka
7 13 (8.33%) Flask
8 12 (7.69%) Apache Beam
9 10 (6.41%) Hugging Face
10 9 (5.77%) LangChain
11 8 (5.13%) MXNet
12 6 (3.85%) Django
12 6 (3.85%) FastAPI
12 6 (3.85%) OpenCV
12 6 (3.85%) SciPy
13 5 (3.21%) Statsmodels
14 4 (2.56%) .NET
14 4 (2.56%) ONNX
14 4 (2.56%) OpenACC
Miscellaneous
1 73 (46.79%) Algorithms
2 22 (14.10%) CUDA
3 19 (12.18%) Data Structures
4 15 (9.62%) Distributed Computing
5 8 (5.13%) Blockchain
6 6 (3.85%) Public Cloud
7 5 (3.21%) Embedded Systems
8 4 (2.56%) Client/Server
8 4 (2.56%) IoT
8 4 (2.56%) Life Science
8 4 (2.56%) Omics
8 4 (2.56%) Robotics
8 4 (2.56%) Verilog
8 4 (2.56%) VHDL
9 3 (1.92%) Distributed Systems
9 3 (1.92%) Onboarding
10 2 (1.28%) Social Network
11 1 (0.64%) Credit Risk
11 1 (0.64%) Management Information System
11 1 (0.64%) Video\Live Streaming
Operating Systems
1 13 (8.33%) Linux
2 1 (0.64%) Embedded Linux
Processes & Methodologies
1 131 (83.97%) Machine Learning
2 121 (77.56%) Artificial Intelligence
3 90 (57.69%) Deep Learning
4 66 (42.31%) Data Science
5 64 (41.03%) Natural Language Processing
6 56 (35.90%) Software Engineering
7 52 (33.33%) Computer Science
8 48 (30.77%) Mathematics
9 46 (29.49%) Statistics
10 42 (26.92%) LLM
11 38 (24.36%) Computer Vision
12 35 (22.44%) Agile
12 35 (22.44%) Open Source
13 33 (21.15%) Problem-Solving
14 30 (19.23%) Neural Network
14 30 (19.23%) Visualisation
15 28 (17.95%) Analytics
16 27 (17.31%) Generative AI
17 21 (13.46%) Data Visualisation
17 21 (13.46%) MLOps
Programming Languages
1 146 (93.59%) Python
2 38 (24.36%) SQL
3 30 (19.23%) Java
4 19 (12.18%) C
5 12 (7.69%) C++
5 12 (7.69%) MATLAB
6 7 (4.49%) R
7 6 (3.85%) Scala
8 5 (3.21%) Bash
9 4 (2.56%) C#
9 4 (2.56%) JavaScript
9 4 (2.56%) Perl
9 4 (2.56%) Ruby
10 2 (1.28%) Go
10 2 (1.28%) Kusto Query Language
10 2 (1.28%) PowerShell
10 2 (1.28%) TypeScript
11 1 (0.64%) Fortran
11 1 (0.64%) Shell Script
Qualifications
1 85 (54.49%) Degree
2 54 (34.62%) PhD
3 38 (24.36%) Master's Degree
4 26 (16.67%) Security Cleared
5 15 (9.62%) Computer Science Degree
6 11 (7.05%) SC Cleared
7 9 (5.77%) BPSS Clearance
8 3 (1.92%) Postgraduate
9 2 (1.28%) Azure Certification
10 1 (0.64%) DV Cleared
10 1 (0.64%) Numerate Degree
Quality Assurance & Compliance
1 2 (1.28%) QA
2 1 (0.64%) Data Quality
System Software
1 10 (6.41%) Docker
Systems Management
1 8 (5.13%) Kubernetes
2 7 (4.49%) Terraform
3 3 (1.92%) Kubeflow
4 2 (1.28%) Grafana
5 1 (0.64%) Prometheus
Vendors
1 18 (11.54%) OpenAI
2 16 (10.26%) Dataiku
3 13 (8.33%) Databricks
3 13 (8.33%) NVIDIA
4 7 (4.49%) Google
5 6 (3.85%) F5
6 4 (2.56%) Microsoft
7 1 (0.64%) Hitachi
7 1 (0.64%) Splunk