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

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 741 840 802
Rank change year-on-year +99 -38 -24
Permanent jobs citing PyTorch 155 130 455
As % of all permanent jobs advertised in the UK 0.16% 0.12% 0.30%
As % of the Libraries, Frameworks & Software Standards category 0.74% 0.41% 0.73%
Number of salaries quoted 113 110 163
10th Percentile £47,500 £45,000 £49,000
25th Percentile £55,000 £60,000 £60,000
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 £131,500 £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 20,974 31,729 61,916
As % of all permanent jobs advertised in the UK 21.39% 30.32% 40.17%
Number of salaries quoted 15,673 19,469 30,328
10th Percentile £36,250 £41,117 £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 £79,600 £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 27 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 27 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 +123 138 £75,000 - 120
UK excluding London +51 80 £62,500 - 55
London +109 57 £85,000 +13.33% 66
Work from Home +78 50 £55,000 -21.43% 70
East of England +25 23 £80,001 +6.67% 15
South West +8 19 £55,000 +35.80% 2
Midlands +15 13 £55,000 -4.35% 3
Scotland -53 11 £60,000 +33.33% 2
North of England +58 10 £60,000 -4.00% 7
West Midlands +31 10 £55,000 -8.33%
North West +17 8 £60,000 -4.00% 6
South East +23 4 £117,500 +56.67% 26
East Midlands -12 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 8 (5.16%) Apache Spark
2 3 (1.94%) SAS
3 2 (1.29%) Apache
3 2 (1.29%) Apache Airflow
Applications
1 12 (7.74%) Simulink
2 6 (3.87%) Stateflow
3 1 (0.65%) Blender
Cloud Services
1 37 (23.87%) AWS
2 33 (21.29%) Azure
3 29 (18.71%) GCP
4 16 (10.32%) Amazon SageMaker
5 12 (7.74%) Azure Machine Learning
6 8 (5.16%) Cloud Computing
6 8 (5.16%) SaaS
7 7 (4.52%) Snowflake
8 6 (3.87%) dbt
8 6 (3.87%) Fivetran
9 4 (2.58%) Azure DevOps
9 4 (2.58%) Dagster
10 3 (1.94%) Serverless
11 2 (1.29%) ChatGPT
11 2 (1.29%) Power Platform
11 2 (1.29%) WhatsApp
12 1 (0.65%) AWS CodePipeline
12 1 (0.65%) AWS Step Functions
12 1 (0.65%) Azure Cognitive Services
12 1 (0.65%) Azure Data Factory
Communications & Networking
1 1 (0.65%) Bluetooth
1 1 (0.65%) OFDM
1 1 (0.65%) Software-Defined Radio
1 1 (0.65%) Wi-Fi
1 1 (0.65%) ZigBee
Database & Business Intelligence
1 12 (7.74%) Elasticsearch
2 10 (6.45%) Big Data
3 8 (5.16%) Data Mining
4 6 (3.87%) Data Warehouse
4 6 (3.87%) Hadoop
5 5 (3.23%) Neo4j
5 5 (3.23%) Tableau
6 2 (1.29%) MongoDB
6 2 (1.29%) NoSQL
6 2 (1.29%) PostgreSQL
6 2 (1.29%) Power BI
6 2 (1.29%) Text Mining
7 1 (0.65%) Amazon Athena
Development Applications
1 16 (10.32%) Git
2 4 (2.58%) Snakemake
3 2 (1.29%) MLflow
3 2 (1.29%) Team Foundation Server
General
1 31 (20.00%) Social Skills
2 18 (11.61%) Inclusion and Diversity
3 14 (9.03%) Finance
3 14 (9.03%) Games
4 12 (7.74%) Law
5 9 (5.81%) Public Sector
6 7 (4.52%) Marketing
7 4 (2.58%) Automotive
7 4 (2.58%) French Language
7 4 (2.58%) German Language
7 4 (2.58%) Italian Language
7 4 (2.58%) Retail
8 1 (0.65%) Analytical Skills
8 1 (0.65%) Financial Institution
8 1 (0.65%) Pharmaceutical
Job Titles
1 41 (26.45%) Data Scientist
2 39 (25.16%) Senior
3 23 (14.84%) Artificial Intelligence Engineer
3 23 (14.84%) Developer
4 19 (12.26%) Senior Data Scientist
5 15 (9.68%) Data Engineer
6 14 (9.03%) Lead
7 12 (7.74%) Machine Learning Researcher
7 12 (7.74%) Software Engineer
8 11 (7.10%) Senior Developer
9 10 (6.45%) Principal Engineer
10 9 (5.81%) Senior Software Developer
10 9 (5.81%) Software Developer
11 8 (5.16%) Audit Manager
11 8 (5.16%) Python Engineer
12 7 (4.52%) Python Software Engineer
13 6 (3.87%) Lead Data Scientist
13 6 (3.87%) Principal Data Engineer
13 6 (3.87%) Principal Data Scientist
13 6 (3.87%) Snowflake Data Engineer
Libraries, Frameworks & Software Standards
1 120 (77.42%) TensorFlow
2 35 (22.58%) scikit-learn
3 33 (21.29%) NumPy
4 29 (18.71%) Keras
5 22 (14.19%) Pandas
6 18 (11.61%) SpaCy
7 14 (9.03%) Kafka
8 13 (8.39%) Flask
9 12 (7.74%) Apache Beam
10 11 (7.10%) MXNet
11 9 (5.81%) Hugging Face
12 8 (5.16%) LangChain
13 7 (4.52%) SciPy
14 6 (3.87%) Django
14 6 (3.87%) FastAPI
15 5 (3.23%) OpenCV
15 5 (3.23%) Statsmodels
16 4 (2.58%) .NET
16 4 (2.58%) ONNX
16 4 (2.58%) OpenACC
Miscellaneous
1 73 (47.10%) Algorithms
2 22 (14.19%) CUDA
3 19 (12.26%) Data Structures
4 15 (9.68%) Distributed Computing
5 8 (5.16%) Blockchain
6 6 (3.87%) Public Cloud
7 5 (3.23%) Embedded Systems
7 5 (3.23%) Life Science
7 5 (3.23%) Robotics
8 4 (2.58%) Client/Server
8 4 (2.58%) Omics
8 4 (2.58%) Verilog
8 4 (2.58%) VHDL
9 3 (1.94%) Distributed Systems
9 3 (1.94%) IoT
9 3 (1.94%) Onboarding
10 2 (1.29%) Social Network
11 1 (0.65%) Credit Risk
11 1 (0.65%) Reinsurance
11 1 (0.65%) Virtual Reality
Operating Systems
1 12 (7.74%) Linux
2 1 (0.65%) Embedded Linux
Processes & Methodologies
1 131 (84.52%) Machine Learning
2 120 (77.42%) Artificial Intelligence
3 91 (58.71%) Deep Learning
4 69 (44.52%) Data Science
5 67 (43.23%) Natural Language Processing
6 56 (36.13%) Software Engineering
7 49 (31.61%) Computer Science
8 46 (29.68%) Mathematics
9 45 (29.03%) Statistics
10 41 (26.45%) LLM
11 40 (25.81%) Computer Vision
12 35 (22.58%) Agile
13 33 (21.29%) Open Source
14 31 (20.00%) Neural Network
14 31 (20.00%) Problem-Solving
15 30 (19.35%) Generative AI
16 28 (18.06%) Analytics
17 27 (17.42%) Visualisation
18 21 (13.55%) MLOps
19 19 (12.26%) Data Pipeline
Programming Languages
1 144 (92.90%) Python
2 38 (24.52%) SQL
3 29 (18.71%) Java
4 19 (12.26%) C
5 12 (7.74%) MATLAB
6 10 (6.45%) C++
7 7 (4.52%) R
8 6 (3.87%) Scala
9 5 (3.23%) Bash
10 4 (2.58%) C#
10 4 (2.58%) JavaScript
10 4 (2.58%) Perl
10 4 (2.58%) Ruby
11 2 (1.29%) Go
12 1 (0.65%) Fortran
12 1 (0.65%) Gremlin
12 1 (0.65%) Kusto Query Language
12 1 (0.65%) PowerShell
12 1 (0.65%) Shell Script
12 1 (0.65%) TypeScript
Qualifications
1 84 (54.19%) Degree
2 55 (35.48%) PhD
3 38 (24.52%) Master's Degree
4 29 (18.71%) Security Cleared
5 14 (9.03%) SC Cleared
6 12 (7.74%) Computer Science Degree
7 9 (5.81%) BPSS Clearance
8 3 (1.94%) Postgraduate
9 1 (0.65%) Azure Certification
9 1 (0.65%) DV Cleared
9 1 (0.65%) Numerate Degree
Quality Assurance & Compliance
1 2 (1.29%) QA
2 1 (0.65%) Data Quality
System Software
1 7 (4.52%) Docker
Systems Management
1 9 (5.81%) Terraform
2 6 (3.87%) Kubernetes
3 3 (1.94%) Kubeflow
Vendors
1 19 (12.26%) Dataiku
2 18 (11.61%) OpenAI
3 16 (10.32%) Databricks
4 13 (8.39%) NVIDIA
5 10 (6.45%) Google
6 6 (3.87%) F5
7 3 (1.94%) Microsoft
8 1 (0.65%) Hitachi