PyTorch
UK

The following table provides summary statistics for contract job vacancies with a requirement for PyTorch skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited PyTorch over the 6 months to 25 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
25 Apr 2024
Same period 2023 Same period 2022
Rank 523 684 748
Rank change year-on-year +161 +64 -125
Contract jobs citing PyTorch 63 38 83
As % of all contract jobs advertised in the UK 0.14% 0.063% 0.094%
As % of the Libraries, Frameworks & Software Standards category 0.70% 0.27% 0.34%
Number of daily rates quoted 34 27 54
10th Percentile £375 £425 £445
25th Percentile £463 £475 £525
Median daily rate (50th Percentile) £566 £550 £589
Median % change year-on-year +2.95% -6.58% +3.29%
75th Percentile £625 £738 £610
90th Percentile £710 £825 £629
UK excluding London median daily rate £525 £475 £550
% change year-on-year +10.53% -13.64% -3.85%
Number of hourly rates quoted 3 3 3
10th Percentile £52.19 £22.30 -
25th Percentile £61.22 £31.75 -
Median hourly rate £77.50 £50.00 £21.00
Median % change year-on-year +55.00% +138.10% -52.73%
75th Percentile £79.38 £55.00 £37.69
90th Percentile £79.75 £56.50 £47.70
UK excluding London median hourly rate £63.09 £50.00 £21.00
% change year-on-year +26.18% +138.10% -67.06%

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 contract job vacancies with a requirement for technical specification, industry standards, software libraries and framework skills.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 8,955 14,016 24,108
As % of all contract IT jobs advertised in the UK 20.52% 23.35% 27.21%
Number of daily rates quoted 6,226 10,231 17,684
10th Percentile £338 £400 £400
25th Percentile £425 £463 £463
Median daily rate (50th Percentile) £525 £550 £550
Median % change year-on-year -4.55% - +10.00%
75th Percentile £650 £675 £656
90th Percentile £765 £775 £750
UK excluding London median daily rate £500 £500 £500
% change year-on-year - - +15.61%
Number of hourly rates quoted 218 156 243
10th Percentile £20.77 £30.38 £21.20
25th Percentile £39.92 £45.94 £35.00
Median hourly rate £46.18 £65.00 £49.00
Median % change year-on-year -28.95% +32.65% +8.89%
75th Percentile £65.00 £75.00 £65.00
90th Percentile £75.00 £80.63 £75.00
UK excluding London median hourly rate £47.50 £63.25 £49.00
% change year-on-year -24.90% +29.08% +8.89%

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
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing PyTorch.

Daily rate trend for PyTorch in the UK

PyTorch
Daily Rate Histogram

Daily rate distribution for jobs citing PyTorch over the 6 months to 25 April 2024.

Daily rate histogram for PyTorch in the UK

PyTorch
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing PyTorch.

Hourly rate trend for PyTorch in the UK

PyTorch
Hourly Rate Histogram

Hourly rate distribution of jobs citing PyTorch over the 6 months to 25 April 2024.

Hourly rate histogram for PyTorch in the UK

PyTorch
Top 11 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing PyTorch within the UK over the 6 months to 25 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
England +137 55 £555 +0.91% 142
London +112 32 £575 +4.55% 81
UK excluding London +76 18 £525 +10.53% 61
Work from Home +130 17 £573 +13.09% 84
South East +16 8 £500 - 31
North of England - 8 £275 - 7
North East - 7 - -
North West - 3 £275 - 7
West Midlands +28 1 £550 +10.00%
Midlands +26 1 £550 +10.00% 2
East of England +11 1 £525 - 17

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 3 (4.76%) Apache Airflow
2 2 (3.17%) Apache Spark
3 1 (1.59%) SharePoint
Applications
1 3 (4.76%) MS Visio
2 1 (1.59%) Simulink
2 1 (1.59%) Stateflow
Business Applications
1 3 (4.76%) Sparx Enterprise Architect
Cloud Services
1 23 (36.51%) Azure
2 22 (34.92%) AWS
3 9 (14.29%) Cloud Computing
4 7 (11.11%) ChatGPT
5 5 (7.94%) Azure Cognitive Services
6 4 (6.35%) Amazon S3
6 4 (6.35%) Amazon SageMaker
6 4 (6.35%) GCP
7 3 (4.76%) Amazon EC2
7 3 (4.76%) Power Platform
7 3 (4.76%) Serverless
8 2 (3.17%) Amazon ECS
8 2 (3.17%) AWS Lambda
8 2 (3.17%) Azure DevOps
8 2 (3.17%) Dagster
8 2 (3.17%) GitHub
8 2 (3.17%) SaaS
9 1 (1.59%) Amazon Kinesis
9 1 (1.59%) AWS CloudFormation
9 1 (1.59%) Azure Data Factory
Communications & Networking
1 3 (4.76%) Network Security
Database & Business Intelligence
1 3 (4.76%) Big Data
1 3 (4.76%) Data Mining
1 3 (4.76%) Data Warehouse
2 2 (3.17%) DynamoDB
2 2 (3.17%) Geospatial Data
2 2 (3.17%) NoSQL
3 1 (1.59%) Amazon Athena
3 1 (1.59%) Data Lake
3 1 (1.59%) MongoDB
3 1 (1.59%) MySQL
3 1 (1.59%) PostgreSQL
3 1 (1.59%) Relational Database
Development Applications
1 13 (20.63%) Git
2 2 (3.17%) Jenkins
3 1 (1.59%) CircleCI
3 1 (1.59%) CMake
3 1 (1.59%) MLflow
General
1 20 (31.75%) Social Skills
2 8 (12.70%) Public Sector
3 7 (11.11%) Analytical Skills
3 7 (11.11%) Finance
4 6 (9.52%) Electronics
5 5 (7.94%) Marketing
6 4 (6.35%) Manufacturing
6 4 (6.35%) Retail
6 4 (6.35%) Telecoms
7 1 (1.59%) Advertising
7 1 (1.59%) Inclusion and Diversity
7 1 (1.59%) Multimedia
7 1 (1.59%) Presentation Skills
7 1 (1.59%) Publishing
Job Titles
1 12 (19.05%) Machine Learning Engineer
2 10 (15.87%) Lead
3 7 (11.11%) Data Engineer
4 6 (9.52%) Artificial Intelligence Engineer
4 6 (9.52%) Azure Engineer
4 6 (9.52%) Data Scientist
5 5 (7.94%) Computer Engineer
5 5 (7.94%) Computer Vision Engineer
5 5 (7.94%) Developer
5 5 (7.94%) Support Engineer
6 4 (6.35%) Technical Support
7 3 (4.76%) Architect
7 3 (4.76%) Lead Architect
7 3 (4.76%) Lead Security Architect
7 3 (4.76%) Security Architect
8 2 (3.17%) Full Stack Developer
8 2 (3.17%) Machine Learning Developer
8 2 (3.17%) Machine Learning Scientist
8 2 (3.17%) Python Developer
8 2 (3.17%) Technical Engineer
Libraries, Frameworks & Software Standards
1 59 (93.65%) TensorFlow
2 17 (26.98%) scikit-learn
3 9 (14.29%) LangChain
4 8 (12.70%) Hugging Face
5 7 (11.11%) RESTful
6 5 (7.94%) NumPy
6 5 (7.94%) PySpark
7 4 (6.35%) Pandas
7 4 (6.35%) React
8 3 (4.76%) HTML
8 3 (4.76%) Kafka
8 3 (4.76%) Keras
8 3 (4.76%) OpenCV
9 2 (3.17%) DirectX
9 2 (3.17%) GeoPandas
9 2 (3.17%) Matplotlib
9 2 (3.17%) Node.js
9 2 (3.17%) OpenGL
9 2 (3.17%) OpenGL ES
9 2 (3.17%) Vulkan
Miscellaneous
1 16 (25.40%) Algorithms
2 3 (4.76%) IoT
2 3 (4.76%) Life Science
2 3 (4.76%) Management Information System
2 3 (4.76%) Photography
2 3 (4.76%) Team-Oriented Environment
3 2 (3.17%) Data Protection Act
3 2 (3.17%) Social Media
4 1 (1.59%) Blockchain
4 1 (1.59%) Cloud Native
4 1 (1.59%) Data Fabric
4 1 (1.59%) Data Structures
4 1 (1.59%) Digital Media
4 1 (1.59%) Greenfield Project
4 1 (1.59%) Robotics
Operating Systems
1 6 (9.52%) Android
2 1 (1.59%) Linux
2 1 (1.59%) Windows
Processes & Methodologies
1 62 (98.41%) Machine Learning
2 46 (73.02%) Artificial Intelligence
3 22 (34.92%) Deep Learning
4 21 (33.33%) Data Science
5 20 (31.75%) Problem-Solving
6 17 (26.98%) LLM
7 16 (25.40%) Computer Science
8 14 (22.22%) Natural Language Processing
9 13 (20.63%) DevOps
9 13 (20.63%) Software Engineering
9 13 (20.63%) Visualisation
10 11 (17.46%) Open Source
11 10 (15.87%) Data Engineering
12 9 (14.29%) Generative AI
13 8 (12.70%) Data Management
14 7 (11.11%) Digital Engineering
14 7 (11.11%) GitOps
14 7 (11.11%) Mathematics
14 7 (11.11%) Statistics
14 7 (11.11%) Systems Engineering
Programming Languages
1 57 (90.48%) Python
2 11 (17.46%) SQL
3 8 (12.70%) Java
4 7 (11.11%) Kusto Query Language
4 7 (11.11%) PowerShell
5 6 (9.52%) C++
6 5 (7.94%) Scala
7 4 (6.35%) JavaScript
8 3 (4.76%) R
9 2 (3.17%) Bash
10 1 (1.59%) C
10 1 (1.59%) C#
10 1 (1.59%) Kotlin
10 1 (1.59%) MATLAB
10 1 (1.59%) Ruby
10 1 (1.59%) TypeScript
Qualifications
1 18 (28.57%) Security Cleared
2 17 (26.98%) Degree
2 17 (26.98%) SC Cleared
3 13 (20.63%) Computer Science Degree
3 13 (20.63%) PhD
4 11 (17.46%) Master's Degree
5 4 (6.35%) DV Cleared
6 3 (4.76%) Azure Certification
Quality Assurance & Compliance
1 3 (4.76%) NCSC
2 1 (1.59%) Data Quality
System Software
1 9 (14.29%) Docker
Systems Management
1 14 (22.22%) Kubernetes
2 2 (3.17%) Grafana
2 2 (3.17%) Kubeflow
2 2 (3.17%) Prometheus
2 2 (3.17%) Terraform
Vendors
1 13 (20.63%) Microsoft
2 5 (7.94%) SAP
3 3 (4.76%) Oracle
3 3 (4.76%) Sparx
4 2 (3.17%) Databricks
4 2 (3.17%) ESRI
4 2 (3.17%) OpenAI
5 1 (1.59%) Dataiku
5 1 (1.59%) DataRobot