PyTorch Contracts

PyTorch
UK

The table below provides summary statistics for contract job vacancies 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 30 April 2025, comparing them to the same period in the previous two years.

6 months to
30 Apr 2025
Same period 2024 Same period 2023
Rank 433 539 676
Rank change year-on-year +106 +137 +99
Contract jobs citing PyTorch 86 61 37
As % of all contract jobs advertised in the UK 0.29% 0.14% 0.062%
As % of the Libraries, Frameworks & Software Standards category 1.30% 0.68% 0.27%
Number of daily rates quoted 61 33 27
10th Percentile £448 £370 £425
25th Percentile £508 £463 £475
Median daily rate (50th Percentile) £575 £573 £550
Median % change year-on-year +0.44% +4.09% -6.38%
75th Percentile £675 £625 £738
90th Percentile £688 £715 £825
UK excluding London median daily rate £575 £500 £475
% change year-on-year +15.00% +5.26% -13.64%
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 excluding London median hourly rate - £63.09 £52.50
% change year-on-year - +20.17% +150.00%

All Software Libraries and Frameworks
UK

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.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 6,629 8,962 13,891
As % of all contract IT jobs advertised in the UK 22.67% 20.56% 23.27%
Number of daily rates quoted 4,551 6,219 10,140
10th Percentile £363 £338 £400
25th Percentile £425 £425 £463
Median daily rate (50th Percentile) £525 £530 £550
Median % change year-on-year -0.94% -3.64% -
75th Percentile £650 £650 £675
90th Percentile £780 £769 £775
UK excluding London median daily rate £490 £500 £500
% change year-on-year -2.00% - -
Number of hourly rates quoted 112 231 153
10th Percentile £27.14 £21.25 £31.60
25th Percentile £48.25 £40.00 £48.50
Median hourly rate £65.00 £46.18 £65.00
Median % change year-on-year +40.75% -28.95% +32.65%
75th Percentile £68.75 £65.00 £75.00
90th Percentile £82.87 £75.00 £80.25
UK excluding London median hourly rate £65.00 £47.50 £64.00
% change year-on-year +36.84% -25.78% +30.61%

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 30 April 2025.

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
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 30 April 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
England +89 79 £550 -1.79% 296
London +45 41 £520 -9.57% 196
UK excluding London +74 37 £575 +15.00% 111
Work from Home +59 26 £575 +0.44% 164
East of England +48 16 £650 +23.81% 28
North of England +30 10 £490 +78.18% 27
North West +17 9 £490 +78.18% 21
South East +40 4 £550 +15.79% 25
South West - 4 £645 - 8
Wales - 2 £575 - 1
Yorkshire - 1 - - 5
Scotland - 1 £575 - 10

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 22 (25.58%) Apache Spark
2 7 (8.14%) Apache
3 5 (5.81%) Jupyter
4 1 (1.16%) Apache Airflow
4 1 (1.16%) Apache Pulsar
4 1 (1.16%) Confluence
Applications
1 1 (1.16%) Siemens NX
1 1 (1.16%) SOLIDWORKS
Business Applications
1 1 (1.16%) SAP S/4HANA
Cloud Services
1 52 (60.47%) AWS
2 42 (48.84%) Azure
3 21 (24.42%) Amazon SageMaker
3 21 (24.42%) GCP
4 14 (16.28%) Serverless
5 11 (12.79%) AWS Lambda
6 10 (11.63%) Amazon S3
6 10 (11.63%) AWS CodeCommit
6 10 (11.63%) Cloud9 IDE
6 10 (11.63%) Textract
7 8 (9.30%) Azure Machine Learning
8 7 (8.14%) Azure AI
9 5 (5.81%) Amazon Bedrock
9 5 (5.81%) Anthropic Claude
9 5 (5.81%) GitHub
10 4 (4.65%) Google Gemini
11 3 (3.49%) Azure AKS
11 3 (3.49%) Azure Cognitive Services
11 3 (3.49%) Azure Synapse Analytics
11 3 (3.49%) GitHub Actions
Communications & Networking
1 1 (1.16%) Modbus
1 1 (1.16%) MQTT
1 1 (1.16%) NAS
1 1 (1.16%) Wireless
Database & Business Intelligence
1 21 (24.42%) Big Data
2 20 (23.26%) Hadoop
3 19 (22.09%) Tableau
4 14 (16.28%) PostgreSQL
5 9 (10.47%) Oracle Database
6 5 (5.81%) Neo4j
7 4 (4.65%) Data Lake
8 3 (3.49%) Data Mining
8 3 (3.49%) NoSQL
8 3 (3.49%) Redis
9 2 (2.33%) Data Warehouse
9 2 (2.33%) Power BI
9 2 (2.33%) Relational Database
10 1 (1.16%) Amazon Redshift
10 1 (1.16%) BigQuery
10 1 (1.16%) Elasticsearch
10 1 (1.16%) Flink
10 1 (1.16%) InfluxDB
10 1 (1.16%) MongoDB
10 1 (1.16%) Oracle Reports
Development Applications
1 16 (18.60%) Git
2 11 (12.79%) MLflow
3 2 (2.33%) JIRA
4 1 (1.16%) CMake
4 1 (1.16%) GitLab
4 1 (1.16%) Jaeger
4 1 (1.16%) Jenkins
4 1 (1.16%) Qt Creator
General
1 27 (31.40%) Analytical Skills
2 16 (18.60%) Social Skills
3 11 (12.79%) Finance
3 11 (12.79%) Public Sector
4 6 (6.98%) Manufacturing
5 5 (5.81%) Legal
5 5 (5.81%) Pharmaceutical
6 3 (3.49%) Military
7 2 (2.33%) Banking
7 2 (2.33%) Financial Institution
7 2 (2.33%) Investment Banking
7 2 (2.33%) Presentation Skills
8 1 (1.16%) Aviation
8 1 (1.16%) Corporate Banking
8 1 (1.16%) Games
8 1 (1.16%) Inclusion and Diversity
8 1 (1.16%) Marketing
8 1 (1.16%) Retail
8 1 (1.16%) Retail Banking
8 1 (1.16%) Telecoms
Job Titles
1 23 (26.74%) Developer
2 20 (23.26%) Senior
3 18 (20.93%) Data Scientist
4 14 (16.28%) Data Science Developer
5 10 (11.63%) Senior Developer
6 9 (10.47%) Machine Learning Engineer
7 8 (9.30%) Artificial Intelligence Developer
7 8 (9.30%) Artificial Intelligence Engineer
8 5 (5.81%) Lead
8 5 (5.81%) Python Engineer
9 4 (4.65%) Data Engineer
10 3 (3.49%) Senior Data Engineer
11 2 (2.33%) Backend Developer
11 2 (2.33%) Computer Engineer
11 2 (2.33%) Computer Vision Engineer
11 2 (2.33%) Gen AI Developer
11 2 (2.33%) Machine Learning Developer
11 2 (2.33%) Operations Engineer
11 2 (2.33%) Python Developer
11 2 (2.33%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 75 (87.21%) TensorFlow
2 48 (55.81%) scikit-learn
3 38 (44.19%) Pandas
4 34 (39.53%) NumPy
5 17 (19.77%) Matplotlib
6 16 (18.60%) Seaborn
7 13 (15.12%) pydantic
8 12 (13.95%) OpenCV
9 11 (12.79%) SciPy
10 8 (9.30%) Hugging Face
10 8 (9.30%) LangChain
11 6 (6.98%) Kafka
12 5 (5.81%) FastAPI
12 5 (5.81%) OpenTelemetry
13 4 (4.65%) ONNX
13 4 (4.65%) SQLAlchemy
13 4 (4.65%) XGBoost
14 3 (3.49%) Lambda Expressions
14 3 (3.49%) Node.js
14 3 (3.49%) pytest
Miscellaneous
1 36 (41.86%) Algorithms
2 3 (3.49%) Distributed Systems
2 3 (3.49%) Legacy Systems
3 2 (2.33%) Distributed Computing
3 2 (2.33%) IoT
4 1 (1.16%) 3D Graphics
4 1 (1.16%) AI Agents
4 1 (1.16%) Autonomous Agent
4 1 (1.16%) Cloud Native
4 1 (1.16%) CUDA
4 1 (1.16%) Data Fabric
4 1 (1.16%) Data Protection Act
4 1 (1.16%) Data Structures
4 1 (1.16%) FMCG
4 1 (1.16%) Hedge funds
4 1 (1.16%) Product Ownership
4 1 (1.16%) SCADA
Operating Systems
1 3 (3.49%) Linux
2 2 (2.33%) Windows
3 1 (1.16%) Android
3 1 (1.16%) Apple iOS
Processes & Methodologies
1 81 (94.19%) Machine Learning
2 74 (86.05%) Artificial Intelligence
3 55 (63.95%) Data Science
4 37 (43.02%) LLM
5 35 (40.70%) Generative AI
6 33 (38.37%) Visualisation
7 27 (31.40%) Decision-Making
8 26 (30.23%) Data Munging
9 24 (27.91%) Computer Vision
10 23 (26.74%) Natural Language Processing
11 22 (25.58%) Analytics
11 22 (25.58%) Problem-Solving
12 20 (23.26%) Data Analysis
13 19 (22.09%) Computer Science
13 19 (22.09%) MLOps
14 18 (20.93%) Deep Learning
14 18 (20.93%) Reinforcement Learning
15 17 (19.77%) Feature Engineering
16 16 (18.60%) CI/CD
16 16 (18.60%) Statistical Modelling
Programming Languages
1 83 (96.51%) Python
2 28 (32.56%) SQL
3 25 (29.07%) R
4 4 (4.65%) Java
4 4 (4.65%) Scala
5 3 (3.49%) C++
6 2 (2.33%) Bash
7 1 (1.16%) C
7 1 (1.16%) C#
7 1 (1.16%) Go
7 1 (1.16%) JavaScript
7 1 (1.16%) MATLAB
7 1 (1.16%) Perl
7 1 (1.16%) PowerShell
7 1 (1.16%) Ruby
Qualifications
1 23 (26.74%) Degree
2 17 (19.77%) Security Cleared
3 16 (18.60%) Master's Degree
3 16 (18.60%) SC Cleared
4 14 (16.28%) PhD
5 5 (5.81%) AWS Certification
5 5 (5.81%) Computer Science Degree
6 2 (2.33%) Azure Certification
7 1 (1.16%) DV Cleared
7 1 (1.16%) MCITP
7 1 (1.16%) Microsoft Certification
Quality Assurance & Compliance
1 23 (26.74%) Data Quality
2 3 (3.49%) GDPR
2 3 (3.49%) QA
3 2 (2.33%) Accessibility
4 1 (1.16%) EU AI Act
4 1 (1.16%) HIPAA
4 1 (1.16%) NIST
System Software
1 21 (24.42%) Docker
Systems Management
1 20 (23.26%) Kubernetes
2 5 (5.81%) Terraform
3 3 (3.49%) Grafana
3 3 (3.49%) Kubeflow
3 3 (3.49%) Prometheus
4 1 (1.16%) Istio
4 1 (1.16%) linkerd
4 1 (1.16%) Zipkin
Vendors
1 10 (11.63%) Oracle
2 7 (8.14%) Microsoft
3 6 (6.98%) OpenAI
4 5 (5.81%) Databricks
5 4 (4.65%) Dataiku
5 4 (4.65%) Google
6 3 (3.49%) DataRobot
7 2 (2.33%) NVIDIA
8 1 (1.16%) Ariba
8 1 (1.16%) IBM
8 1 (1.16%) SAP
8 1 (1.16%) ServiceNow
8 1 (1.16%) Splunk