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 December 2023 with a comparison to the same period in the previous 2 years.

6 months to
6 Dec 2023
Same period 2022 Same period 2021
Rank 615 877 773
Rank change year-on-year +262 -104 -140
Permanent jobs citing PyTorch 115 198 331
As % of all permanent jobs advertised in the UK 0.21% 0.16% 0.26%
As % of the Libraries, Frameworks & Software Standards category 0.81% 0.49% 0.67%
Number of salaries quoted 82 102 81
10th Percentile £42,825 £46,375 £42,500
25th Percentile £52,500 £60,313 £52,500
Median annual salary (50th Percentile) £71,000 £77,500 £80,000
Median % change year-on-year -8.39% -3.13% +10.34%
75th Percentile £100,888 £96,250 £88,750
90th Percentile £137,500 £104,750 £115,000
UK excluding London median annual salary £62,500 £59,249 £51,250
% change year-on-year +5.49% +15.61% -6.82%

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 14,119 40,267 49,305
As % of all permanent jobs advertised in the UK 26.34% 32.43% 38.55%
Number of salaries quoted 11,049 24,513 31,932
10th Percentile £41,250 £40,000 £36,750
25th Percentile £51,250 £50,000 £45,000
Median annual salary (50th Percentile) £66,056 £65,000 £60,000
Median % change year-on-year +1.62% +8.33% +4.35%
75th Percentile £85,000 £86,250 £80,000
90th Percentile £106,289 £105,000 £96,250
UK excluding London median annual salary £57,500 £57,500 £52,500
% change year-on-year - +9.52% +5.00%

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 December 2023.

Salary histogram for PyTorch in the UK

PyTorch
Top 15 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 December 2023. 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 +236 111 £75,000 -3.23% 131
UK excluding London +215 54 £62,500 +5.49% 64
London +200 46 £80,000 -1.84% 82
Work from Home +230 40 £67,500 -12.90% 94
South West +89 23 £76,383 +99.68% 4
East of England +95 11 £85,000 +13.33% 14
South East +143 6 £78,750 +15.81% 26
North of England +153 5 £55,000 - 8
Midlands +118 5 £62,500 -7.41% 3
North West +120 4 £55,000 - 8
West Midlands +136 3 £62,500 -19.35% 1
Scotland +56 2 £60,000 +20.00% 6
East Midlands +56 2 £47,500 -28.30% 2
Wales - 2 £30,000 - 3
Yorkshire - 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 7 (6.09%) Apache Spark
2 6 (5.22%) Jupyter
3 4 (3.48%) Apache
4 3 (2.61%) SAS
5 2 (1.74%) Confluence
6 1 (0.87%) OpenStack
Applications
1 2 (1.74%) Microsoft Excel
1 2 (1.74%) Simulink
1 2 (1.74%) Stateflow
Cloud Services
1 35 (30.43%) AWS
2 33 (28.70%) Azure
3 27 (23.48%) GCP
4 13 (11.30%) Azure Machine Learning
5 9 (7.83%) Cloud Computing
6 8 (6.96%) Amazon SageMaker
7 6 (5.22%) GitHub
7 6 (5.22%) Vertex AI
8 5 (4.35%) Power Platform
8 5 (4.35%) SaaS
9 4 (3.48%) ChatGPT
10 2 (1.74%) Azure Cognitive Services
10 2 (1.74%) Azure Data Factory
10 2 (1.74%) Serverless
11 1 (0.87%) Amazon S3
11 1 (0.87%) Azure DevOps
11 1 (0.87%) dbt
11 1 (0.87%) Fivetran
11 1 (0.87%) Snowflake
Database & Business Intelligence
1 22 (19.13%) Big Data
2 8 (6.96%) Tableau
3 6 (5.22%) Data Warehouse
4 5 (4.35%) Power BI
5 3 (2.61%) Data Mining
5 3 (2.61%) Neo4j
5 3 (2.61%) NoSQL
6 2 (1.74%) Azure SQL Database
6 2 (1.74%) Data Hub
6 2 (1.74%) Elasticsearch
6 2 (1.74%) Hadoop
7 1 (0.87%) Apache Hive
7 1 (0.87%) Metadata
7 1 (0.87%) MySQL
7 1 (0.87%) PostgreSQL
Development Applications
1 7 (6.09%) Git
2 2 (1.74%) MLflow
3 1 (0.87%) CMake
General
1 47 (40.87%) Finance
2 26 (22.61%) Social Skills
3 24 (20.87%) Inclusion and Diversity
4 13 (11.30%) Public Sector
5 12 (10.43%) Marketing
6 10 (8.70%) Banking
7 8 (6.96%) Analytical Skills
8 7 (6.09%) Games
8 7 (6.09%) Manufacturing
9 6 (5.22%) Electronics
9 6 (5.22%) Financial Institution
10 5 (4.35%) Retail
10 5 (4.35%) Telecoms
11 4 (3.48%) Law
12 3 (2.61%) Presentation Skills
12 3 (2.61%) Publishing
13 2 (1.74%) Agriculture
13 2 (1.74%) Investment Banking
13 2 (1.74%) Legal
14 1 (0.87%) Pharmaceutical
Job Titles
1 36 (31.30%) Data Scientist
2 23 (20.00%) Artificial Intelligence Engineer
3 22 (19.13%) Machine Learning Engineer
4 15 (13.04%) Data Engineer
5 14 (12.17%) Senior
6 13 (11.30%) Lead
7 10 (8.70%) Research Engineer
8 7 (6.09%) Senior Data Scientist
8 7 (6.09%) Software Engineer
9 6 (5.22%) Principal Engineer
9 6 (5.22%) Product Owner
10 5 (4.35%) Analyst
10 5 (4.35%) Data Analyst
10 5 (4.35%) Developer
10 5 (4.35%) Principal Data Engineer
11 4 (3.48%) Machine Learning Researcher
11 4 (3.48%) Principal Data Scientist
11 4 (3.48%) Senior Data Engineer
12 3 (2.61%) Big Data Engineer
12 3 (2.61%) Junior Data Scientist
Libraries, Frameworks & Software Standards
1 87 (75.65%) TensorFlow
2 57 (49.57%) scikit-learn
3 34 (29.57%) Pandas
4 21 (18.26%) Keras
5 18 (15.65%) NumPy
6 14 (12.17%) HTML
7 12 (10.43%) LangChain
8 10 (8.70%) Hugging Face
9 8 (6.96%) MXNet
10 4 (3.48%) SpaCy
11 3 (2.61%) OpenVINO
12 2 (1.74%) Gensim
12 2 (1.74%) Kafka
12 2 (1.74%) Matplotlib
12 2 (1.74%) NLTK
12 2 (1.74%) OpenCV
12 2 (1.74%) REST
12 2 (1.74%) SciPy
12 2 (1.74%) Shiny
12 2 (1.74%) Statsmodels
Miscellaneous
1 52 (45.22%) Algorithms
2 14 (12.17%) Cyberattack
3 10 (8.70%) Blockchain
4 7 (6.09%) Distributed Computing
5 6 (5.22%) Product Ownership
6 4 (3.48%) Greenfield Project
6 4 (3.48%) Linux Command Line
7 3 (2.61%) IoT
7 3 (2.61%) Public Cloud
8 2 (1.74%) Clustering
8 2 (1.74%) Data Structures
8 2 (1.74%) Reinsurance
8 2 (1.74%) Self-Motivation
8 2 (1.74%) Smart City
9 1 (0.87%) Data Fabric
9 1 (0.87%) Grid Computing
9 1 (0.87%) Life Science
9 1 (0.87%) Renewable Energy
9 1 (0.87%) Robotics
9 1 (0.87%) Virtual Reality
Operating Systems
1 4 (3.48%) Unix
2 1 (0.87%) Android
2 1 (0.87%) Linux
2 1 (0.87%) Windows
Processes & Methodologies
1 112 (97.39%) Machine Learning
2 86 (74.78%) Artificial Intelligence
3 72 (62.61%) Data Science
4 43 (37.39%) Analytics
5 42 (36.52%) Computer Science
6 37 (32.17%) Deep Learning
6 37 (32.17%) Natural Language Processing
6 37 (32.17%) Software Engineering
7 36 (31.30%) Problem-Solving
8 33 (28.70%) Mathematics
9 32 (27.83%) MLOps
9 32 (27.83%) Statistics
9 32 (27.83%) Visualisation
10 28 (24.35%) Data Analysis
11 23 (20.00%) Computer Vision
11 23 (20.00%) LLM
12 21 (18.26%) Open Source
13 20 (17.39%) CI/CD
13 20 (17.39%) Exploratory Data Analysis
14 17 (14.78%) Agile
Programming Languages
1 96 (83.48%) Python
2 32 (27.83%) SQL
3 14 (12.17%) R
4 10 (8.70%) Go
4 10 (8.70%) JavaScript
4 10 (8.70%) TypeScript
5 8 (6.96%) C++
6 5 (4.35%) Java
7 4 (3.48%) C
8 2 (1.74%) C#
8 2 (1.74%) Kusto Query Language
8 2 (1.74%) MATLAB
8 2 (1.74%) PowerShell
8 2 (1.74%) Scala
9 1 (0.87%) Fortran
9 1 (0.87%) Gremlin
9 1 (0.87%) Julia
9 1 (0.87%) Rust
9 1 (0.87%) T-SQL
Qualifications
1 50 (43.48%) Degree
2 22 (19.13%) Security Cleared
3 21 (18.26%) Master's Degree
4 16 (13.91%) PhD
5 15 (13.04%) Numerate Degree
6 14 (12.17%) DV Cleared
7 11 (9.57%) Computer Science Degree
8 8 (6.96%) SC Cleared
9 3 (2.61%) DBS Check
Quality Assurance & Compliance
1 2 (1.74%) Data Quality
2 1 (0.87%) QA
System Software
1 14 (12.17%) Docker
Systems Management
1 18 (15.65%) Kubernetes
2 8 (6.96%) Terraform
3 1 (0.87%) Docker Swarm
3 1 (0.87%) Mesos
Vendors
1 14 (12.17%) Databricks
2 11 (9.57%) Dataiku
3 9 (7.83%) Google
4 6 (5.22%) IBM
5 5 (4.35%) SAP
6 2 (1.74%) Alteryx
6 2 (1.74%) OpenAI
7 1 (0.87%) Confluent
7 1 (0.87%) Intel
7 1 (0.87%) Microsoft
7 1 (0.87%) NVIDIA
7 1 (0.87%) Sun