Period
to 23 October 2021

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for PyTorch skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited PyTorch over the 6 months to 23 October 2021 with a comparison to the same period in the previous 2 years.

PyTorch
England > London
6 months to
23 Oct 2021
Same period 2020 Same period 2019
Rank 478 390 676
Rank change year-on-year -88 +286 +113
Permanent jobs citing PyTorch 250 77 66
As % of all permanent jobs advertised in London 0.50% 0.39% 0.12%
As % of the Libraries, Frameworks & Software Standards category 1.05% 0.86% 0.31%
Number of salaries quoted 50 76 51
10th Percentile £50,000 £52,500 £55,000
25th Percentile £53,438 £60,313 £60,000
Median annual salary (50th Percentile) £78,750 £75,000 £75,000
Median % change year-on-year +5.00% - +15.38%
75th Percentile £98,750 £95,000 £92,500
90th Percentile £128,750 £105,000 £112,500
England median annual salary £67,500 £70,000 £69,500
% change year-on-year -3.57% +0.72% +6.92%

PyTorch is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
London
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 23,788 8,976 21,366
As % of all permanent IT jobs advertised in London 47.19% 45.39% 39.17%
Number of salaries quoted 13,557 7,803 17,983
10th Percentile £46,250 £46,250 £41,250
25th Percentile £56,250 £55,000 £51,750
Median annual salary (50th Percentile) £75,000 £70,000 £67,500
Median % change year-on-year +7.14% +3.70% +3.85%
75th Percentile £92,500 £90,000 £85,000
90th Percentile £112,500 £112,500 £100,000
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +4.76%

PyTorch
Job Vacancy Trend in London

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

Job vacancy trend for PyTorch in London

PyTorch
Salary Trend in London

3-month moving average salary quoted in jobs citing PyTorch in London.

Salary trend for PyTorch in London

PyTorch
Salary Histogram in London

Salary distribution for jobs citing PyTorch in London over the 6 months to 23 October 2021.

Salary histogram for PyTorch in London

PyTorch
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing PyTorch within the London region over the 6 months to 23 October 2021. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London -62 11 £52,500 -38.24% 8
West London -73 1 - - 2
PyTorch
England

For the 6 months to 23 October 2021, IT jobs citing PyTorch also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the London region with a requirement for PyTorch.

1 207 (82.80%) Python
2 200 (80.00%) Machine Learning
3 184 (73.60%) TensorFlow
4 183 (73.20%) Artificial Intelligence
5 138 (55.20%) Deep Learning
6 132 (52.80%) Data Science
7 116 (46.40%) Software Engineering
8 110 (44.00%) Computer Vision
9 103 (41.20%) Computer Science
10 91 (36.40%) Kubernetes
11 78 (31.20%) AWS
12 73 (29.20%) Problem-Solving
13 72 (28.80%) scikit-learn
14 70 (28.00%) Algorithms
15 69 (27.60%) Keras
16 68 (27.20%) Docker
17 66 (26.40%) GCP
18 60 (24.00%) Finance
19 59 (23.60%) C++
20 57 (22.80%) React
21 54 (21.60%) Natural Language Processing
22 52 (20.80%) PhD
22 52 (20.80%) Linux
23 51 (20.40%) Mathematics
24 49 (19.60%) Full Stack Development
25 48 (19.20%) Statistics
25 48 (19.20%) Visualisation
25 48 (19.20%) OpenCV
26 46 (18.40%) Social Skills
27 44 (17.60%) SQL

PyTorch
Co-occurring IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 19 (7.60%) Apache Spark
2 9 (3.60%) Tornado
3 8 (3.20%) Apache
3 8 (3.20%) Elasticsearch
4 5 (2.00%) SAS
5 4 (1.60%) nginx
6 3 (1.20%) Apache Airflow
7 1 (0.40%) Jupyter
Applications
1 7 (2.80%) Spreadsheet
2 3 (1.20%) Chatbot
3 1 (0.40%) Simulink
Business Applications
1 8 (3.20%) Primavera
2 4 (1.60%) Summit
Cloud Services
1 78 (31.20%) AWS
2 66 (26.40%) GCP
3 23 (9.20%) Azure
4 15 (6.00%) Serverless
5 13 (5.20%) SaaS
6 8 (3.20%) Amazon EC2
6 8 (3.20%) IaaS
7 7 (2.80%) Power Platform
8 4 (1.60%) Amazon SageMaker
8 4 (1.60%) AWS Lambda
8 4 (1.60%) GitHub
8 4 (1.60%) npm
8 4 (1.60%) Yarn
9 2 (0.80%) Cloud Computing
Communications & Networking
1 31 (12.40%) Internet
Database & Business Intelligence
1 17 (6.80%) PostgreSQL
1 17 (6.80%) Relational Database
2 12 (4.80%) Tableau
3 11 (4.40%) NoSQL
4 10 (4.00%) Looker
5 9 (3.60%) Big Data
5 9 (3.60%) MongoDB
6 8 (3.20%) MariaDB
6 8 (3.20%) MySQL
6 8 (3.20%) RDBMS
7 7 (2.80%) Power BI
8 4 (1.60%) Redis
9 3 (1.20%) BigQuery
9 3 (1.20%) Electronic Patient Records
9 3 (1.20%) Hadoop
10 2 (0.80%) Geospatial Data
10 2 (0.80%) Neo4j
11 1 (0.40%) Data Mining
Development Applications
1 17 (6.80%) Git (software)
2 4 (1.60%) Cypress.io
2 4 (1.60%) Mocha
2 4 (1.60%) PostCSS
3 1 (0.40%) Bitbucket
3 1 (0.40%) GitLab
General
1 60 (24.00%) Finance
2 46 (18.40%) Social Skills
3 26 (10.40%) Manufacturing
4 24 (9.60%) Games
5 19 (7.60%) Marketing
5 19 (7.60%) Public Sector
5 19 (7.60%) Retail
6 10 (4.00%) Analytical Skills
7 9 (3.60%) Automotive
8 8 (3.20%) Presentation Skills
9 7 (2.80%) Banking
9 7 (2.80%) Law
10 5 (2.00%) Legal
11 4 (1.60%) Back Office
11 4 (1.60%) Financial Institution
11 4 (1.60%) Inclusion and Diversity
11 4 (1.60%) Prime Brokerage
12 3 (1.20%) Telecoms
13 2 (0.80%) Advertising
14 1 (0.40%) Publishing
Job Titles
1 58 (23.20%) Machine Learning Engineer
2 45 (18.00%) Data Scientist
3 36 (14.40%) Developer
4 29 (11.60%) Software Engineer
5 26 (10.40%) Python Engineer
6 17 (6.80%) Senior Developer
7 16 (6.40%) Senior Software Engineer
8 11 (4.40%) Python Developer
9 10 (4.00%) Senior Python Developer
10 8 (3.20%) Infrastructure Engineer
10 8 (3.20%) Programmer
10 8 (3.20%) Python Programmer
10 8 (3.20%) Python Software Engineer
10 8 (3.20%) Senior Programmer
10 8 (3.20%) Senior Python Programmer
11 7 (2.80%) Product Engineer
12 6 (2.40%) Backend Developer
12 6 (2.40%) Elixir Developer
12 6 (2.40%) Front End Developer (Client-Side Developer)
12 6 (2.40%) Full Stack Developer
Libraries, Frameworks & Software Standards
1 184 (73.60%) TensorFlow
2 72 (28.80%) scikit-learn
3 69 (27.60%) Keras
4 57 (22.80%) React
5 48 (19.20%) OpenCV
6 42 (16.80%) Pandas
7 40 (16.00%) GraphQL
8 37 (14.80%) NumPy
8 37 (14.80%) REST
9 31 (12.40%) Vue.js
10 21 (8.40%) SciPy
11 18 (7.20%) Phoenix Framework
12 16 (6.40%) HTML
12 16 (6.40%) Redux
13 12 (4.80%) HTML5
13 12 (4.80%) JSON
13 12 (4.80%) SpaCy
14 11 (4.40%) Flask
14 11 (4.40%) pytest
15 9 (3.60%) Django
Miscellaneous
1 70 (28.00%) Algorithms
2 42 (16.80%) CUDA
3 18 (7.20%) Augmented Reality
4 16 (6.40%) Data Centre
4 16 (6.40%) Linux Command Line
5 15 (6.00%) Enterprise Software
6 14 (5.60%) Data Structures
6 14 (5.60%) Robotics
6 14 (5.60%) User Experience
7 13 (5.20%) Hedge funds
8 11 (4.40%) Blog
9 8 (3.20%) Industrial Internet of Things
9 8 (3.20%) Self-Motivation
10 7 (2.80%) Wiki
11 5 (2.00%) Social Media
12 4 (1.60%) Cloud Native
12 4 (1.60%) Equities
13 3 (1.20%) Life Science
13 3 (1.20%) Virtual Team
14 1 (0.40%) Photography
Operating Systems
1 52 (20.80%) Linux
2 15 (6.00%) Android
2 15 (6.00%) Apple iOS
3 3 (1.20%) Unix
Processes & Methodologies
1 200 (80.00%) Machine Learning
2 183 (73.20%) Artificial Intelligence
3 138 (55.20%) Deep Learning
4 132 (52.80%) Data Science
5 116 (46.40%) Software Engineering
6 110 (44.00%) Computer Vision
7 103 (41.20%) Computer Science
8 73 (29.20%) Problem-Solving
9 54 (21.60%) Natural Language Processing
10 51 (20.40%) Mathematics
11 49 (19.60%) Full Stack Development
12 48 (19.20%) Statistics
12 48 (19.20%) Visualisation
13 43 (17.20%) Analytics
14 41 (16.40%) Neural Network
15 38 (15.20%) Task Automation
16 34 (13.60%) Open Source
17 32 (12.80%) MLOps
18 31 (12.40%) Agile Software Development
19 27 (10.80%) Data Pipeline
Programming Languages
1 207 (82.80%) Python
2 59 (23.60%) C++
3 44 (17.60%) SQL
4 28 (11.20%) Go
5 27 (10.80%) Elixir
5 27 (10.80%) Erlang
5 27 (10.80%) Java
5 27 (10.80%) ML
5 27 (10.80%) Shell Script
6 24 (9.60%) JavaScript
7 18 (7.20%) C
7 18 (7.20%) TypeScript
8 16 (6.40%) R
9 11 (4.40%) MATLAB
10 8 (3.20%) ES6
10 8 (3.20%) Ruby
11 7 (2.80%) Rust
12 6 (2.40%) Julia
13 5 (2.00%) Scala
14 4 (1.60%) LookML
Qualifications
1 52 (20.80%) PhD
2 40 (16.00%) Degree
3 18 (7.20%) Master's Degree
4 14 (5.60%) Computer Science Degree
5 4 (1.60%) Numerate Degree
6 1 (0.40%) BPSS Clearance
Quality Assurance & Compliance
1 15 (6.00%) QA
2 11 (4.40%) Data Quality
System Software
1 68 (27.20%) Docker
2 1 (0.40%) HDFS
Systems Management
1 91 (36.40%) Kubernetes
2 19 (7.60%) Terraform
3 11 (4.40%) Ansible
3 11 (4.40%) Opscode Chef
3 11 (4.40%) Puppet
4 8 (3.20%) Docker Swarm
5 3 (1.20%) Kubeflow
Vendors
1 17 (6.80%) Google
2 8 (3.20%) Autodesk
3 7 (2.80%) Databricks
3 7 (2.80%) Dell
4 6 (2.40%) Huawei
5 4 (1.60%) Algorithmics
5 4 (1.60%) Microsoft
5 4 (1.60%) Sun