PyTorch Contracts in England

PyTorch
UK > England

The table below provides summary statistics for contract job vacancies advertised in England requiring PyTorch skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited PyTorch over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 410 489 616
Rank change year-on-year +79 +127 +105
Contract jobs citing PyTorch 75 53 37
As % of all contract jobs advertised in England 0.31% 0.14% 0.073%
As % of the Libraries, Frameworks & Software Standards category 1.38% 0.71% 0.32%
Number of daily rates quoted 54 29 27
10th Percentile £423 £340 £425
25th Percentile £508 £463 £475
Median daily rate (50th Percentile) £563 £560 £550
Median % change year-on-year +0.45% +1.82% -4.35%
75th Percentile £675 £638 £738
90th Percentile £749 £730 £825
UK median daily rate £575 £573 £550
% change year-on-year +0.44% +4.09% -6.38%
Number of hourly rates quoted 0 3 2
10th Percentile - £52.19 £48.00
25th Percentile - £61.22 £48.75
Median hourly rate - £77.50 £52.50
Median % change year-on-year - +47.62% +150.00%
75th Percentile - £79.38 £56.25
90th Percentile - £79.75 £57.00
UK median hourly rate - £77.50 £52.50
% change year-on-year - +47.62% +150.00%

All Software Libraries and Frameworks
England

PyTorch falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring technical specification, industry standards, software libraries and framework skills in England.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 5,454 7,511 11,676
As % of all contract IT jobs advertised in England 22.39% 20.19% 23.14%
Number of daily rates quoted 3,783 5,341 8,633
10th Percentile £368 £350 £400
25th Percentile £425 £430 £463
Median daily rate (50th Percentile) £530 £550 £563
Median % change year-on-year -3.64% -2.22% -
75th Percentile £669 £675 £688
90th Percentile £800 £775 £798
UK median daily rate £525 £530 £550
% change year-on-year -0.94% -3.64% -
Number of hourly rates quoted 100 218 138
10th Percentile £30.13 £22.27 £28.73
25th Percentile £51.25 £43.00 £48.88
Median hourly rate £65.00 £46.18 £65.00
Median % change year-on-year +40.75% -28.95% +32.65%
75th Percentile £68.19 £65.00 £75.00
90th Percentile £82.19 £75.00 £80.08
UK median hourly rate £65.00 £46.18 £65.00
% change year-on-year +40.75% -28.95% +32.65%

PyTorch
Job Vacancy Trend in England

Job postings citing PyTorch as a proportion of all IT jobs advertised in England.

Job vacancy trend for PyTorch in England

PyTorch
Contractor Daily Rate Trend in England

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

Daily rate trend for PyTorch in England

PyTorch
Daily Rate Histogram in England

Daily rate distribution for jobs citing PyTorch in England over the 6 months to 1 May 2025.

Daily rate histogram for PyTorch in England

PyTorch
Contractor Hourly Rate Trend in England

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

Hourly rate trend for PyTorch in England

PyTorch
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing PyTorch within the England region over the 6 months to 1 May 2025. 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
London +46 39 £520 -9.57% 239
East of England +45 16 £650 +23.81% 38
North of England +19 8 £490 +78.18% 17
North West +21 7 £490 +78.18% 13
South East +43 4 £550 +15.79% 71
South West - 4 £645 - 13
Yorkshire - 1 - - 3
PyTorch
UK

PyTorch
Co-occurring Skills and Capabilities in England 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 21 (28.00%) Apache Spark
2 6 (8.00%) Apache
3 5 (6.67%) Jupyter
4 1 (1.33%) Confluence
Applications
1 1 (1.33%) Siemens NX
1 1 (1.33%) SOLIDWORKS
Business Applications
1 1 (1.33%) SAP S/4HANA
Cloud Services
1 44 (58.67%) AWS
2 36 (48.00%) Azure
3 18 (24.00%) GCP
4 17 (22.67%) Amazon SageMaker
5 13 (17.33%) Serverless
6 10 (13.33%) AWS Lambda
7 9 (12.00%) Amazon S3
7 9 (12.00%) AWS CodeCommit
7 9 (12.00%) Cloud9 IDE
7 9 (12.00%) Textract
8 6 (8.00%) Azure AI
8 6 (8.00%) Azure Machine Learning
9 4 (5.33%) Anthropic Claude
9 4 (5.33%) GitHub
9 4 (5.33%) Google Gemini
10 3 (4.00%) Amazon Bedrock
10 3 (4.00%) Azure AKS
10 3 (4.00%) Azure Cognitive Services
10 3 (4.00%) Azure Synapse Analytics
10 3 (4.00%) GitHub Actions
Communications & Networking
1 1 (1.33%) Modbus
1 1 (1.33%) NAS
1 1 (1.33%) Wireless
Database & Business Intelligence
1 20 (26.67%) Big Data
2 19 (25.33%) Hadoop
3 18 (24.00%) Tableau
4 13 (17.33%) PostgreSQL
5 8 (10.67%) Oracle Database
6 4 (5.33%) Data Lake
6 4 (5.33%) Neo4j
7 3 (4.00%) Data Mining
8 2 (2.67%) Data Warehouse
8 2 (2.67%) Power BI
8 2 (2.67%) Redis
8 2 (2.67%) Relational Database
9 1 (1.33%) Amazon Redshift
9 1 (1.33%) BigQuery
9 1 (1.33%) MongoDB
9 1 (1.33%) Oracle Reports
Development Applications
1 14 (18.67%) Git
2 10 (13.33%) MLflow
3 2 (2.67%) JIRA
4 1 (1.33%) CMake
4 1 (1.33%) GitLab
4 1 (1.33%) Jenkins
4 1 (1.33%) Qt Creator
General
1 24 (32.00%) Analytical Skills
2 12 (16.00%) Social Skills
3 11 (14.67%) Public Sector
4 10 (13.33%) Finance
5 6 (8.00%) Manufacturing
6 5 (6.67%) Legal
7 4 (5.33%) Pharmaceutical
8 3 (4.00%) Military
9 2 (2.67%) Banking
9 2 (2.67%) Financial Institution
9 2 (2.67%) Investment Banking
9 2 (2.67%) Presentation Skills
10 1 (1.33%) Aviation
10 1 (1.33%) Corporate Banking
10 1 (1.33%) Inclusion and Diversity
10 1 (1.33%) Marketing
10 1 (1.33%) Retail
10 1 (1.33%) Retail Banking
10 1 (1.33%) Telecoms
Job Titles
1 21 (28.00%) Developer
2 20 (26.67%) Senior
3 16 (21.33%) Data Scientist
4 14 (18.67%) Data Science Developer
5 10 (13.33%) Senior Developer
6 7 (9.33%) Machine Learning Engineer
7 6 (8.00%) Artificial Intelligence Developer
8 5 (6.67%) Artificial Intelligence Engineer
8 5 (6.67%) Lead
9 4 (5.33%) Data Engineer
9 4 (5.33%) Python Engineer
10 3 (4.00%) Senior Data Engineer
11 2 (2.67%) Backend Developer
11 2 (2.67%) Computer Engineer
11 2 (2.67%) Computer Vision Engineer
11 2 (2.67%) Gen AI Developer
11 2 (2.67%) Machine Learning Developer
11 2 (2.67%) Python Developer
11 2 (2.67%) Senior Data Scientist
12 1 (1.33%) Lead Data Scientist
Libraries, Frameworks & Software Standards
1 66 (88.00%) TensorFlow
2 41 (54.67%) scikit-learn
3 32 (42.67%) Pandas
4 31 (41.33%) NumPy
5 16 (21.33%) Matplotlib
5 16 (21.33%) Seaborn
6 12 (16.00%) pydantic
7 11 (14.67%) OpenCV
8 9 (12.00%) SciPy
9 7 (9.33%) Hugging Face
10 5 (6.67%) FastAPI
10 5 (6.67%) LangChain
11 4 (5.33%) Kafka
11 4 (5.33%) SQLAlchemy
12 3 (4.00%) Lambda Expressions
12 3 (4.00%) OpenTelemetry
12 3 (4.00%) pytest
13 2 (2.67%) ONNX
13 2 (2.67%) SpaCy
13 2 (2.67%) XGBoost
Miscellaneous
1 32 (42.67%) Algorithms
2 3 (4.00%) Legacy Systems
3 2 (2.67%) Distributed Computing
3 2 (2.67%) Distributed Systems
3 2 (2.67%) IoT
4 1 (1.33%) 3D Graphics
4 1 (1.33%) Cloud Native
4 1 (1.33%) CUDA
4 1 (1.33%) Data Fabric
4 1 (1.33%) Data Protection Act
4 1 (1.33%) FMCG
4 1 (1.33%) Hedge funds
4 1 (1.33%) Product Ownership
4 1 (1.33%) SCADA
Operating Systems
1 3 (4.00%) Linux
2 2 (2.67%) Windows
3 1 (1.33%) Android
3 1 (1.33%) Apple iOS
Processes & Methodologies
1 71 (94.67%) Machine Learning
2 66 (88.00%) Artificial Intelligence
3 49 (65.33%) Data Science
4 34 (45.33%) LLM
5 32 (42.67%) Generative AI
6 31 (41.33%) Visualisation
7 25 (33.33%) Data Munging
7 25 (33.33%) Decision-Making
8 21 (28.00%) Analytics
8 21 (28.00%) Computer Vision
8 21 (28.00%) Natural Language Processing
9 19 (25.33%) Problem-Solving
10 18 (24.00%) Computer Science
10 18 (24.00%) Data Analysis
11 17 (22.67%) Reinforcement Learning
12 16 (21.33%) Deep Learning
12 16 (21.33%) Feature Engineering
12 16 (21.33%) Predictive Analytics
12 16 (21.33%) Statistical Modelling
13 15 (20.00%) MLOps
Programming Languages
1 73 (97.33%) Python
2 25 (33.33%) R
3 24 (32.00%) SQL
4 3 (4.00%) C++
4 3 (4.00%) Java
4 3 (4.00%) Scala
5 2 (2.67%) Bash
6 1 (1.33%) C
6 1 (1.33%) C#
6 1 (1.33%) MATLAB
6 1 (1.33%) Perl
6 1 (1.33%) PowerShell
6 1 (1.33%) Ruby
Qualifications
1 23 (30.67%) Degree
2 16 (21.33%) Master's Degree
2 16 (21.33%) SC Cleared
2 16 (21.33%) Security Cleared
3 14 (18.67%) PhD
4 5 (6.67%) Computer Science Degree
5 4 (5.33%) AWS Certification
6 1 (1.33%) Azure Certification
6 1 (1.33%) DV Cleared
6 1 (1.33%) MCITP
6 1 (1.33%) Microsoft Certification
Quality Assurance & Compliance
1 23 (30.67%) Data Quality
2 3 (4.00%) QA
3 2 (2.67%) Accessibility
3 2 (2.67%) GDPR
4 1 (1.33%) EU AI Act
4 1 (1.33%) NIST
System Software
1 20 (26.67%) Docker
Systems Management
1 19 (25.33%) Kubernetes
2 4 (5.33%) Terraform
3 3 (4.00%) Kubeflow
4 2 (2.67%) Grafana
5 1 (1.33%) Prometheus
Vendors
1 9 (12.00%) Oracle
2 5 (6.67%) Microsoft
3 4 (5.33%) Databricks
3 4 (5.33%) Dataiku
3 4 (5.33%) OpenAI
4 3 (4.00%) DataRobot
5 2 (2.67%) Google
5 2 (2.67%) NVIDIA
6 1 (1.33%) Ariba
6 1 (1.33%) IBM
6 1 (1.33%) SAP
6 1 (1.33%) ServiceNow