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 23 May 2025, comparing them to the same period in the previous two years.

6 months to
23 May 2025
Same period 2024 Same period 2023
Rank 404 488 607
Rank change year-on-year +84 +119 +118
Contract jobs citing PyTorch 76 50 43
As % of all contract jobs advertised in England 0.32% 0.14% 0.090%
As % of the Libraries, Frameworks & Software Standards category 1.43% 0.67% 0.39%
Number of daily rates quoted 53 26 33
10th Percentile £420 £444 £421
25th Percentile £508 £483 £475
Median daily rate (50th Percentile) £550 £566 £550
Median % change year-on-year -2.87% +2.95% -5.38%
75th Percentile £675 £650 £813
90th Percentile £688 £750 £945
UK median daily rate £575 £560 £550
% change year-on-year +2.68% +1.82% -6.38%
Number of hourly rates quoted 0 3 3
10th Percentile - £52.19 £39.70
25th Percentile - £61.22 £42.63
Median hourly rate - £77.50 £50.00
Median % change year-on-year - +55.00% +138.10%
75th Percentile - £79.38 £55.00
90th Percentile - £79.75 £56.50
UK median hourly rate - £77.50 £50.00
% change year-on-year - +55.00% +138.10%

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 5,325 7,506 10,973
As % of all contract IT jobs advertised in England 22.34% 20.66% 22.90%
Number of daily rates quoted 3,690 5,336 8,145
10th Percentile £363 £350 £400
25th Percentile £425 £431 £463
Median daily rate (50th Percentile) £525 £550 £557
Median % change year-on-year -4.55% -1.26% -3.13%
75th Percentile £663 £675 £688
90th Percentile £791 £788 £788
UK median daily rate £525 £535 £550
% change year-on-year -1.87% -2.73% -
Number of hourly rates quoted 94 234 129
10th Percentile £27.97 £22.50 £25.75
25th Percentile £43.70 £43.00 £51.25
Median hourly rate £62.50 £47.50 £65.00
Median % change year-on-year +31.58% -26.92% +30.00%
75th Percentile £68.75 £66.25 £75.00
90th Percentile £81.25 £74.48 £80.40
UK median hourly rate £62.50 £47.50 £65.00
% change year-on-year +31.58% -26.92% +30.00%

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 23 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 23 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 +70 43 £520 -9.57% 349
East of England +45 16 £650 +23.81% 185
North of England +16 8 £525 - 245
North West +13 7 £525 - 126
South East +46 3 £475 - 371
South West - 3 £515 - 148
Yorkshire - 1 - - 91
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 20 (26.32%) Apache Spark
2 9 (11.84%) Jupyter
3 3 (3.95%) Apache
4 1 (1.32%) Apache Airflow
4 1 (1.32%) Confluence
Applications
1 1 (1.32%) Siemens NX
1 1 (1.32%) SOLIDWORKS
Business Applications
1 1 (1.32%) SAP S/4HANA
Cloud Services
1 47 (61.84%) AWS
2 37 (48.68%) Azure
3 19 (25.00%) GCP
4 18 (23.68%) Amazon SageMaker
5 12 (15.79%) Serverless
6 10 (13.16%) AWS Lambda
7 9 (11.84%) Amazon S3
8 8 (10.53%) AWS CodeCommit
8 8 (10.53%) Cloud9 IDE
8 8 (10.53%) Textract
9 6 (7.89%) GitHub
10 5 (6.58%) Azure Machine Learning
10 5 (6.58%) GitHub Actions
11 4 (5.26%) Amazon Bedrock
11 4 (5.26%) Anthropic Claude
11 4 (5.26%) Azure AI
11 4 (5.26%) Google Gemini
12 3 (3.95%) Azure Data Factory
12 3 (3.95%) Azure Synapse Analytics
13 2 (2.63%) Azure Functions
Communications & Networking
1 1 (1.32%) Modbus
1 1 (1.32%) NAS
1 1 (1.32%) Wireless
Database & Business Intelligence
1 19 (25.00%) Big Data
2 18 (23.68%) Hadoop
2 18 (23.68%) Tableau
3 13 (17.11%) PostgreSQL
4 7 (9.21%) Oracle Database
5 5 (6.58%) Data Lake
6 4 (5.26%) Neo4j
7 2 (2.63%) Data Mining
7 2 (2.63%) Power BI
7 2 (2.63%) Redis
7 2 (2.63%) Relational Database
8 1 (1.32%) Amazon Redshift
8 1 (1.32%) BigQuery
8 1 (1.32%) Data Warehouse
8 1 (1.32%) MongoDB
8 1 (1.32%) Oracle Reports
Development Applications
1 13 (17.11%) Git
1 13 (17.11%) MLflow
2 2 (2.63%) JIRA
3 1 (1.32%) CMake
3 1 (1.32%) Jenkins
3 1 (1.32%) Qt Creator
General
1 23 (30.26%) Analytical Skills
2 12 (15.79%) Social Skills
3 11 (14.47%) Finance
4 10 (13.16%) Public Sector
5 5 (6.58%) Legal
5 5 (6.58%) Manufacturing
6 4 (5.26%) Pharmaceutical
7 2 (2.63%) Banking
7 2 (2.63%) Financial Institution
7 2 (2.63%) Investment Banking
7 2 (2.63%) Military
7 2 (2.63%) Presentation Skills
7 2 (2.63%) Publishing
8 1 (1.32%) Corporate Banking
8 1 (1.32%) Inclusion and Diversity
8 1 (1.32%) Marketing
8 1 (1.32%) Retail
8 1 (1.32%) Retail Banking
8 1 (1.32%) Telecoms
Job Titles
1 21 (27.63%) Developer
2 20 (26.32%) Senior
3 15 (19.74%) Data Scientist
4 14 (18.42%) Data Science Developer
5 9 (11.84%) Senior Developer
6 8 (10.53%) Machine Learning Engineer
7 6 (7.89%) Artificial Intelligence Developer
7 6 (7.89%) Artificial Intelligence Engineer
8 4 (5.26%) Data Engineer
8 4 (5.26%) Lead
8 4 (5.26%) Python Engineer
9 3 (3.95%) Architect
9 3 (3.95%) Backend Developer
9 3 (3.95%) Python Developer
9 3 (3.95%) Solutions Architect
10 2 (2.63%) Artificial Intelligence Architect
10 2 (2.63%) Computer Engineer
10 2 (2.63%) Computer Vision Engineer
10 2 (2.63%) Senior Data Engineer
10 2 (2.63%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 67 (88.16%) TensorFlow
2 41 (53.95%) scikit-learn
3 33 (43.42%) Pandas
4 30 (39.47%) NumPy
5 16 (21.05%) Matplotlib
5 16 (21.05%) Seaborn
6 12 (15.79%) pydantic
7 10 (13.16%) OpenCV
8 9 (11.84%) Hugging Face
9 8 (10.53%) SciPy
10 7 (9.21%) LangChain
11 6 (7.89%) FastAPI
12 5 (6.58%) SQLAlchemy
13 4 (5.26%) Lambda Expressions
13 4 (5.26%) OpenTelemetry
13 4 (5.26%) pytest
14 3 (3.95%) Kafka
14 3 (3.95%) Keras
14 3 (3.95%) XGBoost
15 2 (2.63%) REST
Miscellaneous
1 31 (40.79%) Algorithms
2 3 (3.95%) Virtual Team
3 2 (2.63%) Data Fabric
3 2 (2.63%) Data Structures
3 2 (2.63%) Legacy Systems
3 2 (2.63%) Self-Motivation
4 1 (1.32%) 3D Graphics
4 1 (1.32%) Cloud Native
4 1 (1.32%) CUDA
4 1 (1.32%) Distributed Computing
4 1 (1.32%) Distributed Systems
4 1 (1.32%) FMCG
4 1 (1.32%) Hedge funds
4 1 (1.32%) IoT
4 1 (1.32%) Product Ownership
4 1 (1.32%) SCADA
Operating Systems
1 2 (2.63%) Linux
2 1 (1.32%) Android
2 1 (1.32%) Apple iOS
2 1 (1.32%) Windows
Processes & Methodologies
1 72 (94.74%) Machine Learning
2 65 (85.53%) Artificial Intelligence
3 51 (67.11%) Data Science
4 38 (50.00%) LLM
5 37 (48.68%) Generative AI
6 29 (38.16%) Visualisation
7 24 (31.58%) Data Munging
7 24 (31.58%) Decision-Making
7 24 (31.58%) Natural Language Processing
8 23 (30.26%) Computer Vision
9 21 (27.63%) Analytics
9 21 (27.63%) Computer Science
10 19 (25.00%) Data Analysis
10 19 (25.00%) Deep Learning
11 18 (23.68%) Problem-Solving
12 17 (22.37%) Feature Engineering
12 17 (22.37%) Reinforcement Learning
13 16 (21.05%) Statistical Modelling
14 15 (19.74%) Data Analytics
14 15 (19.74%) Predictive Analytics
Programming Languages
1 73 (96.05%) Python
2 24 (31.58%) R
3 21 (27.63%) SQL
4 3 (3.95%) C++
4 3 (3.95%) Scala
5 2 (2.63%) Java
6 1 (1.32%) Bash
6 1 (1.32%) C
6 1 (1.32%) C#
6 1 (1.32%) MATLAB
Qualifications
1 26 (34.21%) Degree
2 20 (26.32%) Master's Degree
3 17 (22.37%) PhD
4 14 (18.42%) SC Cleared
4 14 (18.42%) Security Cleared
5 5 (6.58%) AWS Certification
5 5 (6.58%) Computer Science Degree
6 1 (1.32%) Azure Certification
6 1 (1.32%) DV Cleared
Quality Assurance & Compliance
1 20 (26.32%) Data Quality
2 4 (5.26%) QA
3 2 (2.63%) GDPR
4 1 (1.32%) Accessibility
4 1 (1.32%) EU AI Act
4 1 (1.32%) NIST
System Software
1 21 (27.63%) Docker
Systems Management
1 18 (23.68%) Kubernetes
2 5 (6.58%) Kubeflow
3 4 (5.26%) Terraform
4 2 (2.63%) Grafana
Vendors
1 8 (10.53%) Oracle
2 7 (9.21%) Databricks
3 6 (7.89%) Dataiku
4 5 (6.58%) DataRobot
4 5 (6.58%) Microsoft
4 5 (6.58%) OpenAI
5 4 (5.26%) Google
6 2 (2.63%) NVIDIA
7 1 (1.32%) Ariba
7 1 (1.32%) IBM
7 1 (1.32%) SAP
7 1 (1.32%) ServiceNow