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 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 515 653 793
Rank change year-on-year +138 +140 -143
Contract jobs citing PyTorch 64 41 70
As % of all contract jobs advertised in the UK 0.15% 0.072% 0.079%
As % of the Libraries, Frameworks & Software Standards category 0.72% 0.31% 0.29%
Number of daily rates quoted 34 31 46
10th Percentile £429 £425 £450
25th Percentile £477 £484 £525
Median daily rate (50th Percentile) £555 £550 £588
Median % change year-on-year +0.91% -6.38% +7.80%
75th Percentile £625 £813 £610
90th Percentile £743 £975 £630
UK excluding London median daily rate £494 £463 £550
% change year-on-year +6.81% -15.91% +1.10%
Number of hourly rates quoted 3 3 3
10th Percentile £52.19 £39.70 -
25th Percentile £61.22 £42.63 -
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% -70.00%

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 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 8,906 13,255 23,828
As % of all contract IT jobs advertised in the UK 20.94% 23.15% 26.98%
Number of daily rates quoted 6,185 9,676 17,493
10th Percentile £350 £400 £400
25th Percentile £425 £463 £463
Median daily rate (50th Percentile) £535 £550 £550
Median % change year-on-year -2.73% - +10.00%
75th Percentile £650 £675 £663
90th Percentile £775 £775 £750
UK excluding London median daily rate £500 £500 £500
% change year-on-year - - +12.36%
Number of hourly rates quoted 247 144 238
10th Percentile £21.25 £25.75 £22.35
25th Percentile £43.00 £50.00 £35.00
Median hourly rate £47.50 £65.00 £50.00
Median % change year-on-year -26.92% +30.00% +11.11%
75th Percentile £65.00 £75.00 £65.71
90th Percentile £74.46 £80.25 £76.75
UK excluding London median hourly rate £47.50 £65.00 £50.00
% change year-on-year -26.92% +30.00% +11.11%

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 20 May 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 20 May 2024.

Hourly rate histogram for PyTorch in the UK

PyTorch
Top 12 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 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
England +125 51 £560 +1.82% 173
London +103 31 £568 -9.20% 107
Work from Home +120 20 £561 +2.05% 82
UK excluding London +60 20 £494 +6.81% 94
North of England +36 7 - - 8
South East +24 7 £475 +5.56% 50
North East - 7 - - 1
Scotland - 4 £485 - 1
North West +17 2 - - 6
West Midlands +21 1 £550 +10.00% 2
Midlands +18 1 £550 +10.00% 6
East of England - 1 £525 - 20

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 2 (3.13%) Apache Airflow
1 2 (3.13%) Apache Spark
2 1 (1.56%) Jupyter
2 1 (1.56%) SharePoint
Applications
1 3 (4.69%) MS Visio
Business Applications
1 3 (4.69%) Sparx Enterprise Architect
Cloud Services
1 25 (39.06%) AWS
2 23 (35.94%) Azure
3 7 (10.94%) Serverless
4 6 (9.38%) Amazon S3
4 6 (9.38%) AWS CloudFormation
4 6 (9.38%) AWS Lambda
5 5 (7.81%) Amazon SageMaker
5 5 (7.81%) Cloud Computing
6 4 (6.25%) Azure Cognitive Services
6 4 (6.25%) ChatGPT
6 4 (6.25%) OpenShift
6 4 (6.25%) Textract
7 3 (4.69%) Azure Machine Learning
7 3 (4.69%) GCP
7 3 (4.69%) Power Platform
8 2 (3.13%) Amazon EC2
8 2 (3.13%) Amazon ECS
8 2 (3.13%) Azure DevOps
8 2 (3.13%) Azure Synapse Analytics
8 2 (3.13%) Dagster
Communications & Networking
1 3 (4.69%) Network Security
Database & Business Intelligence
1 5 (7.81%) PostgreSQL
2 4 (6.25%) Amazon Aurora
3 3 (4.69%) Big Data
3 3 (4.69%) Data Mining
3 3 (4.69%) Data Warehouse
4 2 (3.13%) Geospatial Data
4 2 (3.13%) NoSQL
5 1 (1.56%) Data Lake
5 1 (1.56%) DynamoDB
5 1 (1.56%) MongoDB
5 1 (1.56%) MySQL
5 1 (1.56%) Relational Database
Development Applications
1 17 (26.56%) Git
2 1 (1.56%) CircleCI
2 1 (1.56%) CMake
2 1 (1.56%) Jenkins
2 1 (1.56%) MLflow
General
1 19 (29.69%) Social Skills
2 10 (15.63%) Public Sector
3 7 (10.94%) Analytical Skills
4 6 (9.38%) Finance
5 5 (7.81%) Electronics
5 5 (7.81%) Marketing
6 4 (6.25%) Retail
7 3 (4.69%) Manufacturing
7 3 (4.69%) Telecoms
8 1 (1.56%) Advertising
8 1 (1.56%) Inclusion and Diversity
8 1 (1.56%) Multimedia
8 1 (1.56%) Presentation Skills
8 1 (1.56%) Publishing
Job Titles
1 14 (21.88%) Machine Learning Engineer
2 9 (14.06%) Lead
3 8 (12.50%) Data Scientist
4 7 (10.94%) Azure Engineer
4 7 (10.94%) Developer
5 6 (9.38%) Data Engineer
6 5 (7.81%) Artificial Intelligence Engineer
6 5 (7.81%) Computer Engineer
6 5 (7.81%) Computer Vision Engineer
7 4 (6.25%) Automation Developer
7 4 (6.25%) Support Engineer
8 3 (4.69%) Architect
8 3 (4.69%) Lead Architect
8 3 (4.69%) Lead Security Architect
8 3 (4.69%) Security Architect
8 3 (4.69%) Senior
9 2 (3.13%) DevOps Engineer
9 2 (3.13%) Technical Engineer
9 2 (3.13%) Technical Support
9 2 (3.13%) Technical Support Engineer
Libraries, Frameworks & Software Standards
1 55 (85.94%) TensorFlow
2 22 (34.38%) scikit-learn
3 7 (10.94%) NumPy
4 5 (7.81%) Hugging Face
4 5 (7.81%) LangChain
4 5 (7.81%) PySpark
5 4 (6.25%) AWS CDK
5 4 (6.25%) Pandas
5 4 (6.25%) React
5 4 (6.25%) RESTful
5 4 (6.25%) SpaCy
6 3 (4.69%) HTML
6 3 (4.69%) Kafka
6 3 (4.69%) Matplotlib
6 3 (4.69%) OpenCV
6 3 (4.69%) XGBoost
7 2 (3.13%) Dask
7 2 (3.13%) FastAPI
7 2 (3.13%) Keras
7 2 (3.13%) Vulkan
Miscellaneous
1 15 (23.44%) Algorithms
2 3 (4.69%) Life Science
2 3 (4.69%) Management Information System
2 3 (4.69%) Photography
2 3 (4.69%) Team-Oriented Environment
3 2 (3.13%) Social Media
4 1 (1.56%) Blockchain
4 1 (1.56%) Cloud Native
4 1 (1.56%) Data Fabric
4 1 (1.56%) Data Structures
4 1 (1.56%) Digital Media
4 1 (1.56%) Greenfield Project
Operating Systems
1 6 (9.38%) Android
2 1 (1.56%) Linux
2 1 (1.56%) Windows
Processes & Methodologies
1 62 (96.88%) Machine Learning
2 48 (75.00%) Artificial Intelligence
3 23 (35.94%) Data Science
4 19 (29.69%) Deep Learning
4 19 (29.69%) LLM
5 18 (28.13%) Problem-Solving
6 17 (26.56%) Natural Language Processing
7 16 (25.00%) Software Engineering
8 14 (21.88%) Computer Science
9 13 (20.31%) DevOps
10 12 (18.75%) Visualisation
11 11 (17.19%) Generative AI
12 10 (15.63%) Open Source
13 9 (14.06%) Agile
13 9 (14.06%) Data Engineering
14 8 (12.50%) Mathematics
14 8 (12.50%) MLOps
15 7 (10.94%) Data Management
15 7 (10.94%) GitOps
15 7 (10.94%) Systems Engineering
Programming Languages
1 58 (90.63%) Python
2 9 (14.06%) SQL
3 7 (10.94%) Java
4 5 (7.81%) C++
4 5 (7.81%) Scala
4 5 (7.81%) TypeScript
5 4 (6.25%) JavaScript
5 4 (6.25%) Kusto Query Language
5 4 (6.25%) PowerShell
6 3 (4.69%) Bash
6 3 (4.69%) R
7 1 (1.56%) C#
7 1 (1.56%) Kotlin
7 1 (1.56%) Ruby
Qualifications
1 17 (26.56%) Security Cleared
2 16 (25.00%) SC Cleared
3 14 (21.88%) Degree
4 10 (15.63%) Computer Science Degree
4 10 (15.63%) PhD
5 9 (14.06%) Master's Degree
6 5 (7.81%) DV Cleared
7 3 (4.69%) Azure Certification
Quality Assurance & Compliance
1 3 (4.69%) Accessibility
1 3 (4.69%) NCSC
2 1 (1.56%) Actionable Recommendations
2 1 (1.56%) Data Quality
System Software
1 16 (25.00%) Docker
Systems Management
1 21 (32.81%) Kubernetes
2 5 (7.81%) Grafana
3 2 (3.13%) Terraform
4 1 (1.56%) Kubeflow
4 1 (1.56%) Prometheus
Vendors
1 11 (17.19%) Microsoft
2 4 (6.25%) SAP
3 3 (4.69%) Databricks
3 3 (4.69%) Oracle
3 3 (4.69%) Sparx
4 2 (3.13%) ESRI
5 1 (1.56%) Dataiku
5 1 (1.56%) DataRobot
5 1 (1.56%) OpenAI