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 20 September 2024, comparing them to the same period in the previous two years.

6 months to
20 Sep 2024
Same period 2023 Same period 2022
Rank 494 535 771
Rank change year-on-year +41 +236 -20
Contract jobs citing PyTorch 72 111 82
As % of all contract jobs advertised in the UK 0.19% 0.22% 0.095%
As % of the Libraries, Frameworks & Software Standards category 0.84% 1.00% 0.35%
Number of daily rates quoted 40 68 54
10th Percentile £354 £389 £450
25th Percentile £393 £424 £569
Median daily rate (50th Percentile) £523 £540 £609
Median % change year-on-year -3.24% -11.29% +9.44%
75th Percentile £628 £763 £694
90th Percentile £714 £849 £710
UK excluding London median daily rate £419 £450 £450
% change year-on-year -6.94% - -17.43%
Number of hourly rates quoted 5 17 2
10th Percentile - - £36.31
25th Percentile - - £38.28
Median hourly rate £46.18 £46.18 £43.13
Median % change year-on-year - +7.08% -19.20%
75th Percentile - - £49.53
90th Percentile £66.47 - £52.44
UK excluding London median hourly rate £46.18 £46.18 -

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 8,560 11,098 23,099
As % of all contract IT jobs advertised in the UK 22.30% 22.26% 26.90%
Number of daily rates quoted 5,563 7,950 16,765
10th Percentile £350 £375 £406
25th Percentile £425 £450 £475
Median daily rate (50th Percentile) £550 £550 £575
Median % change year-on-year - -4.35% +9.52%
75th Percentile £650 £675 £675
90th Percentile £788 £775 £775
UK excluding London median daily rate £500 £500 £525
% change year-on-year - -4.76% +14.13%
Number of hourly rates quoted 189 181 208
10th Percentile £25.60 £35.63 £19.22
25th Percentile £43.00 £46.18 £45.94
Median hourly rate £61.60 £60.00 £62.58
Median % change year-on-year +2.67% -4.13% +27.72%
75th Percentile £70.00 £72.00 £68.75
90th Percentile £74.89 £78.00 £75.50
UK excluding London median hourly rate £65.00 £58.81 £63.60
% change year-on-year +10.53% -7.53% +29.80%

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 September 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 September 2024.

Hourly rate histogram for PyTorch in the UK

PyTorch
Top 13 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 September 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 +35 60 £561 +2.05% 112
UK excluding London +36 31 £419 -6.94% 46
London +41 28 £619 -8.47% 67
Work from Home +75 24 £561 +2.98% 46
North of England +19 12 £378 -22.86% 10
South East +25 11 £450 +5.88% 9
North East +4 8 - -
North West +8 7 £356 -31.54% 10
Midlands +15 6 £356 -28.80% 8
East Midlands - 5 £356 - 6
Scotland +37 4 £485 - 6
Yorkshire +11 1 £400 -
West Midlands +11 1 £400 -20.00% 2

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 4 (5.56%) Jupyter
2 3 (4.17%) Apache Spark
3 2 (2.78%) Apache
3 2 (2.78%) Apache Airflow
4 1 (1.39%) SAS
4 1 (1.39%) SharePoint
Applications
1 5 (6.94%) Chatbot
2 1 (1.39%) MS Visio
Business Applications
1 1 (1.39%) Sparx Enterprise Architect
Cloud Services
1 42 (58.33%) AWS
2 30 (41.67%) Azure
3 18 (25.00%) GCP
4 9 (12.50%) Azure Machine Learning
5 8 (11.11%) Cloud Computing
6 7 (9.72%) Amazon S3
6 7 (9.72%) Serverless
7 6 (8.33%) AWS CloudFormation
7 6 (8.33%) AWS Lambda
7 6 (8.33%) Textract
8 5 (6.94%) Amazon SageMaker
9 4 (5.56%) ChatGPT
9 4 (5.56%) OpenShift
9 4 (5.56%) Snowflake
10 3 (4.17%) Anthropic Claude
11 2 (2.78%) AWS CodeCommit
11 2 (2.78%) Azure AI
11 2 (2.78%) Azure Cognitive Services
11 2 (2.78%) Cloud9 IDE
12 1 (1.39%) Azure Synapse Analytics
Communications & Networking
1 1 (1.39%) Network Security
Database & Business Intelligence
1 6 (8.33%) PostgreSQL
2 4 (5.56%) Amazon Aurora
3 3 (4.17%) NoSQL
4 2 (2.78%) Big Data
4 2 (2.78%) Oracle Database
5 1 (1.39%) Amazon Athena
5 1 (1.39%) BigQuery
5 1 (1.39%) Data Mining
5 1 (1.39%) Elasticsearch
5 1 (1.39%) Flink
5 1 (1.39%) Hadoop
5 1 (1.39%) Metadata
5 1 (1.39%) MongoDB
5 1 (1.39%) MySQL
5 1 (1.39%) Neo4j
5 1 (1.39%) Pinecone
5 1 (1.39%) Tableau
5 1 (1.39%) Weaviate
Development Applications
1 21 (29.17%) Git
2 1 (1.39%) CircleCI
2 1 (1.39%) CMake
2 1 (1.39%) GitLab
2 1 (1.39%) Jenkins
2 1 (1.39%) MLflow
2 1 (1.39%) Selenium
General
1 20 (27.78%) Social Skills
2 16 (22.22%) Analytical Skills
3 8 (11.11%) Finance
3 8 (11.11%) Public Sector
4 5 (6.94%) Marketing
5 3 (4.17%) Electronics
5 3 (4.17%) Legal
6 2 (2.78%) Banking
6 2 (2.78%) Retail
7 1 (1.39%) Advertising
7 1 (1.39%) Czech Language
7 1 (1.39%) Financial Institution
7 1 (1.39%) Front Office
7 1 (1.39%) Games
7 1 (1.39%) Manufacturing
7 1 (1.39%) Pharmaceutical
7 1 (1.39%) Presentation Skills
7 1 (1.39%) Public Speaking
7 1 (1.39%) Tech for Good
7 1 (1.39%) Telecoms
Job Titles
1 15 (20.83%) Lead
2 14 (19.44%) Machine Learning Engineer
3 13 (18.06%) Data Scientist
4 10 (13.89%) Developer
5 6 (8.33%) Artificial Intelligence Engineer
5 6 (8.33%) Senior
6 5 (6.94%) Architect
6 5 (6.94%) Senior Data Scientist
7 4 (5.56%) Automation Developer
7 4 (5.56%) Azure Engineer
7 4 (5.56%) Security Architect
8 3 (4.17%) Artificial Intelligence Architect
8 3 (4.17%) Artificial Intelligence Consultant
8 3 (4.17%) Computer Engineer
8 3 (4.17%) Computer Vision Engineer
8 3 (4.17%) Consultant
8 3 (4.17%) Python Developer
9 2 (2.78%) Full-Stack Developer
9 2 (2.78%) Implementation Consultant
9 2 (2.78%) Support Engineer
Libraries, Frameworks & Software Standards
1 59 (81.94%) TensorFlow
2 34 (47.22%) scikit-learn
3 13 (18.06%) Pandas
4 11 (15.28%) NumPy
5 8 (11.11%) Google JAX
6 7 (9.72%) Matplotlib
7 6 (8.33%) OpenCV
8 5 (6.94%) FastAPI
8 5 (6.94%) pytest
8 5 (6.94%) SpaCy
9 4 (5.56%) AWS CDK
9 4 (5.56%) Django
9 4 (5.56%) Flask
9 4 (5.56%) Plotly
9 4 (5.56%) SciPy
10 3 (4.17%) Keras
10 3 (4.17%) LangChain
10 3 (4.17%) Node.js
11 2 (2.78%) Hugging Face
11 2 (2.78%) pydantic
Miscellaneous
1 25 (34.72%) Algorithms
2 3 (4.17%) Photography
2 3 (4.17%) Security Posture
3 2 (2.78%) Data Protection Act
3 2 (2.78%) Distributed Computing
3 2 (2.78%) Greenfield Project
4 1 (1.39%) Blog
4 1 (1.39%) Digital Media
4 1 (1.39%) Distributed Systems
4 1 (1.39%) IoT
4 1 (1.39%) Legacy Systems
4 1 (1.39%) Life Science
4 1 (1.39%) Management Information System
4 1 (1.39%) Public Cloud
4 1 (1.39%) Video Editing
4 1 (1.39%) Virtual Team
Operating Systems
1 5 (6.94%) Android
2 1 (1.39%) Linux
2 1 (1.39%) Unix
2 1 (1.39%) Windows
Processes & Methodologies
1 68 (94.44%) Machine Learning
2 53 (73.61%) Artificial Intelligence
3 35 (48.61%) Data Science
4 29 (40.28%) Deep Learning
5 27 (37.50%) Computer Science
6 24 (33.33%) Natural Language Processing
7 23 (31.94%) Problem-Solving
8 22 (30.56%) Software Engineering
9 18 (25.00%) Generative AI
10 17 (23.61%) LLM
11 15 (20.83%) Computer Vision
12 14 (19.44%) Visualisation
13 13 (18.06%) DevOps
14 12 (16.67%) CI/CD
15 11 (15.28%) Data Analysis
16 10 (13.89%) MLOps
17 9 (12.50%) Customer Experience
17 9 (12.50%) Mathematics
18 8 (11.11%) Analytics
18 8 (11.11%) Use Case
Programming Languages
1 68 (94.44%) Python
2 14 (19.44%) SQL
3 13 (18.06%) C++
4 12 (16.67%) Java
5 8 (11.11%) R
6 6 (8.33%) TypeScript
7 4 (5.56%) Bash
7 4 (5.56%) C
7 4 (5.56%) JavaScript
8 2 (2.78%) C#
8 2 (2.78%) Go
8 2 (2.78%) Julia
8 2 (2.78%) Kusto Query Language
8 2 (2.78%) PHP
8 2 (2.78%) PowerShell
8 2 (2.78%) Rust
9 1 (1.39%) Kotlin
Qualifications
1 23 (31.94%) Degree
2 14 (19.44%) SC Cleared
2 14 (19.44%) Security Cleared
3 13 (18.06%) Computer Science Degree
4 12 (16.67%) Master's Degree
5 6 (8.33%) PhD
6 2 (2.78%) DV Cleared
Quality Assurance & Compliance
1 6 (8.33%) Data Quality
2 4 (5.56%) Actionable Recommendations
3 3 (4.17%) Accessibility
3 3 (4.17%) GDPR
3 3 (4.17%) ISO/IEC 27001
3 3 (4.17%) NIST
4 1 (1.39%) NCSC
System Software
1 18 (25.00%) Docker
Systems Management
1 29 (40.28%) Kubernetes
2 4 (5.56%) Grafana
3 3 (4.17%) Kubeflow
3 3 (4.17%) Terraform
Vendors
1 12 (16.67%) Microsoft
2 7 (9.72%) Databricks
3 4 (5.56%) Google
4 3 (4.17%) Oracle
5 2 (2.78%) IBM
5 2 (2.78%) OpenAI
6 1 (1.39%) SAP
6 1 (1.39%) Sparx