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 24 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
24 May 2024
Same period 2023 Same period 2022
Rank 502 651 763
Rank change year-on-year +149 +112 -107
Contract jobs citing PyTorch 67 44 69
As % of all contract jobs advertised in the UK 0.16% 0.078% 0.079%
As % of the Libraries, Frameworks & Software Standards category 0.75% 0.34% 0.29%
Number of daily rates quoted 36 33 46
10th Percentile £450 £421 £450
25th Percentile £486 £475 £525
Median daily rate (50th Percentile) £574 £550 £588
Median % change year-on-year +4.32% -6.38% +7.90%
75th Percentile £656 £813 £610
90th Percentile £763 £945 £630
UK excluding London median daily rate £494 £450 £550
% change year-on-year +9.78% -18.18% +2.33%
Number of hourly rates quoted 3 4 2
10th Percentile £52.19 £40.28 £23.71
25th Percentile £61.22 £44.07 £27.78
Median hourly rate £77.50 £48.09 £36.13
Median % change year-on-year +61.16% +33.12% +25.22%
75th Percentile £79.38 £53.75 £46.03
90th Percentile £79.75 £56.00 £51.04
UK excluding London median hourly rate £63.09 £48.09 £21.00
% change year-on-year +31.19% +129.00% -

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 8,931 13,043 23,608
As % of all contract IT jobs advertised in the UK 20.96% 23.09% 26.95%
Number of daily rates quoted 6,212 9,498 17,331
10th Percentile £346 £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 250 144 233
10th Percentile £21.68 £27.03 £22.50
25th Percentile £43.00 £50.94 £35.00
Median hourly rate £47.50 £65.00 £50.50
Median % change year-on-year -26.92% +28.71% +12.22%
75th Percentile £65.95 £75.00 £67.36
90th Percentile £74.55 £80.78 £76.93
UK excluding London median hourly rate £48.43 £65.00 £53.00
% change year-on-year -25.49% +22.64% +17.78%

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 24 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 24 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 24 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 +113 54 £575 +4.55% 167
London +96 33 £613 -2.00% 113
Work from Home +126 21 £573 +4.09% 64
UK excluding London +53 21 £494 +9.78% 100
South East +16 8 £475 +11.76% 57
North of England +40 7 - - 5
North East +18 7 - -
Scotland - 4 £485 - 3
North West +31 2 - - 3
Midlands +31 1 £550 +10.00% 6
West Midlands +16 1 £550 +10.00% 1
East of England - 1 £525 - 19

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 3 (4.48%) Apache Spark
2 2 (2.99%) Apache Airflow
2 2 (2.99%) Jupyter
3 1 (1.49%) SharePoint
Applications
1 3 (4.48%) MS Visio
Business Applications
1 3 (4.48%) Sparx Enterprise Architect
Cloud Services
1 29 (43.28%) AWS
2 25 (37.31%) Azure
3 7 (10.45%) Serverless
4 6 (8.96%) Amazon S3
4 6 (8.96%) Amazon SageMaker
4 6 (8.96%) AWS CloudFormation
4 6 (8.96%) AWS Lambda
4 6 (8.96%) Cloud Computing
4 6 (8.96%) GCP
5 5 (7.46%) ChatGPT
6 4 (5.97%) Azure Cognitive Services
6 4 (5.97%) Azure Machine Learning
6 4 (5.97%) OpenShift
6 4 (5.97%) Textract
7 3 (4.48%) Power Platform
8 2 (2.99%) Amazon ECS
8 2 (2.99%) Azure DevOps
8 2 (2.99%) Azure Synapse Analytics
8 2 (2.99%) Dagster
8 2 (2.99%) Snowflake
Communications & Networking
1 3 (4.48%) Network Security
Database & Business Intelligence
1 5 (7.46%) PostgreSQL
2 4 (5.97%) Amazon Aurora
3 3 (4.48%) Big Data
3 3 (4.48%) Data Warehouse
4 2 (2.99%) Data Mining
4 2 (2.99%) Geospatial Data
4 2 (2.99%) NoSQL
5 1 (1.49%) Data Lake
5 1 (1.49%) DynamoDB
5 1 (1.49%) Flink
5 1 (1.49%) MongoDB
5 1 (1.49%) MySQL
5 1 (1.49%) Relational Database
Development Applications
1 19 (28.36%) Git
2 1 (1.49%) CircleCI
2 1 (1.49%) CMake
2 1 (1.49%) Jenkins
2 1 (1.49%) MLflow
General
1 19 (28.36%) Social Skills
2 10 (14.93%) Public Sector
3 8 (11.94%) Analytical Skills
4 6 (8.96%) Finance
4 6 (8.96%) Marketing
5 5 (7.46%) Electronics
6 3 (4.48%) Manufacturing
6 3 (4.48%) Retail
6 3 (4.48%) Telecoms
7 1 (1.49%) Advertising
7 1 (1.49%) Inclusion and Diversity
7 1 (1.49%) Legal
7 1 (1.49%) Multimedia
7 1 (1.49%) Presentation Skills
7 1 (1.49%) Publishing
Job Titles
1 13 (19.40%) Machine Learning Engineer
2 10 (14.93%) Lead
3 9 (13.43%) Data Scientist
4 7 (10.45%) Azure Engineer
4 7 (10.45%) Developer
5 6 (8.96%) Data Engineer
6 5 (7.46%) Architect
6 5 (7.46%) Artificial Intelligence Engineer
6 5 (7.46%) Computer Engineer
6 5 (7.46%) Computer Vision Engineer
7 4 (5.97%) Automation Developer
7 4 (5.97%) Security Architect
7 4 (5.97%) Senior
7 4 (5.97%) Support Engineer
8 3 (4.48%) Lead Architect
8 3 (4.48%) Lead Security Architect
9 2 (2.99%) Consultant
9 2 (2.99%) Technical Engineer
9 2 (2.99%) Technical Support
9 2 (2.99%) Technical Support Engineer
Libraries, Frameworks & Software Standards
1 57 (85.07%) TensorFlow
2 23 (34.33%) scikit-learn
3 7 (10.45%) NumPy
4 5 (7.46%) Google JAX
4 5 (7.46%) Hugging Face
4 5 (7.46%) LangChain
4 5 (7.46%) Pandas
4 5 (7.46%) PySpark
5 4 (5.97%) AWS CDK
5 4 (5.97%) Kafka
5 4 (5.97%) Matplotlib
5 4 (5.97%) React
5 4 (5.97%) RESTful
5 4 (5.97%) SpaCy
6 3 (4.48%) HTML
6 3 (4.48%) OpenCV
6 3 (4.48%) XGBoost
7 2 (2.99%) Dask
7 2 (2.99%) Keras
7 2 (2.99%) Vulkan
Miscellaneous
1 17 (25.37%) Algorithms
2 3 (4.48%) Management Information System
2 3 (4.48%) Photography
2 3 (4.48%) Team-Oriented Environment
3 2 (2.99%) Life Science
3 2 (2.99%) Social Media
4 1 (1.49%) Blockchain
4 1 (1.49%) Cloud Native
4 1 (1.49%) Data Fabric
4 1 (1.49%) Data Structures
4 1 (1.49%) Digital Media
4 1 (1.49%) Greenfield Project
4 1 (1.49%) Security Posture
Operating Systems
1 6 (8.96%) Android
2 1 (1.49%) Linux
2 1 (1.49%) Windows
Processes & Methodologies
1 65 (97.01%) Machine Learning
2 51 (76.12%) Artificial Intelligence
3 26 (38.81%) Data Science
4 21 (31.34%) Deep Learning
4 21 (31.34%) LLM
5 20 (29.85%) Natural Language Processing
6 18 (26.87%) Problem-Solving
7 16 (23.88%) Computer Science
7 16 (23.88%) Software Engineering
8 14 (20.90%) DevOps
9 12 (17.91%) Generative AI
9 12 (17.91%) Visualisation
10 10 (14.93%) Computer Vision
10 10 (14.93%) Data Engineering
10 10 (14.93%) MLOps
10 10 (14.93%) Open Source
11 9 (13.43%) Agile
11 9 (13.43%) Mathematics
12 8 (11.94%) Analytics
12 8 (11.94%) Data Management
Programming Languages
1 61 (91.04%) Python
2 10 (14.93%) SQL
3 8 (11.94%) Java
4 6 (8.96%) C++
5 5 (7.46%) Scala
5 5 (7.46%) TypeScript
6 4 (5.97%) Bash
6 4 (5.97%) JavaScript
6 4 (5.97%) Kusto Query Language
6 4 (5.97%) PowerShell
6 4 (5.97%) R
7 2 (2.99%) Julia
8 1 (1.49%) C
8 1 (1.49%) C#
8 1 (1.49%) Kotlin
8 1 (1.49%) Ruby
Qualifications
1 17 (25.37%) Security Cleared
2 16 (23.88%) SC Cleared
3 15 (22.39%) Degree
4 10 (14.93%) Computer Science Degree
4 10 (14.93%) Master's Degree
4 10 (14.93%) PhD
5 5 (7.46%) DV Cleared
6 3 (4.48%) Azure Certification
Quality Assurance & Compliance
1 3 (4.48%) Accessibility
1 3 (4.48%) NCSC
2 2 (2.99%) Actionable Recommendations
2 2 (2.99%) Data Quality
3 1 (1.49%) GDPR
3 1 (1.49%) ISO/IEC 27001
3 1 (1.49%) NIST
System Software
1 16 (23.88%) Docker
Systems Management
1 22 (32.84%) Kubernetes
2 5 (7.46%) Grafana
3 2 (2.99%) Terraform
4 1 (1.49%) Kubeflow
4 1 (1.49%) Prometheus
Vendors
1 11 (16.42%) Microsoft
2 4 (5.97%) Databricks
2 4 (5.97%) SAP
3 3 (4.48%) Oracle
3 3 (4.48%) Sparx
4 2 (2.99%) ESRI
5 1 (1.49%) Dataiku
5 1 (1.49%) DataRobot
5 1 (1.49%) OpenAI