Period
to 28 September 2021

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for TensorFlow skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited TensorFlow over the 6 months to 28 September 2021 with a comparison to the same period in the previous 2 years.

Google TensorFlow
England > London
6 months to
28 Sep 2021
Same period 2020 Same period 2019
Rank 422 321 510
Rank change year-on-year -101 +189 +73
Permanent jobs citing TensorFlow 317 146 235
As % of all permanent jobs advertised in London 0.64% 0.74% 0.42%
As % of the Libraries, Frameworks & Software Standards category 1.36% 1.62% 1.09%
Number of salaries quoted 75 110 179
10th Percentile £46,750 £48,625 £47,500
25th Percentile £52,500 £55,000 £60,000
Median annual salary (50th Percentile) £75,000 £75,000 £75,000
75th Percentile £95,000 £94,375 £95,000
90th Percentile £112,000 £105,000 £111,250
England median annual salary £75,000 £65,000 £70,000
% change year-on-year +15.38% -7.14% +7.69%

TensorFlow 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 23,378 9,036 21,515
As % of all permanent IT jobs advertised in London 47.38% 45.80% 38.91%
Number of salaries quoted 13,427 7,738 18,059
10th Percentile £46,250 £46,250 £40,000
25th Percentile £56,250 £55,000 £51,250
Median annual salary (50th Percentile) £75,000 £70,000 £67,500
Median % change year-on-year +7.14% +3.70% +3.85%
75th Percentile £91,250 £90,000 £85,000
90th Percentile £110,000 £115,000 £100,000
England median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% +4.76%

TensorFlow
Job Vacancy Trend in London

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

Job vacancy trend for TensorFlow in London

TensorFlow
Salary Trend in London

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

Salary trend for TensorFlow in London

TensorFlow
Salary Histogram in London

Salary distribution for jobs citing TensorFlow in London over the 6 months to 28 September 2021.

Salary histogram for TensorFlow in London

TensorFlow
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing TensorFlow within the London region over the 6 months to 28 September 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 -70 26 £75,000 -1.96% 3
West London -62 13 - - 1
TensorFlow
England

For the 6 months to 28 September 2021, IT jobs citing TensorFlow 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 TensorFlow.

1 275 (86.75%) Python
2 244 (76.97%) Machine Learning
3 191 (60.25%) Artificial Intelligence
4 188 (59.31%) Data Science
5 170 (53.63%) PyTorch
6 154 (48.58%) Software Engineering
7 119 (37.54%) Deep Learning
8 115 (36.28%) Computer Science
9 111 (35.02%) scikit-learn
10 109 (34.38%) Kubernetes
10 109 (34.38%) Algorithms
11 106 (33.44%) Analytics
12 105 (33.12%) Finance
13 97 (30.60%) Docker
14 95 (29.97%) Computer Vision
15 92 (29.02%) SQL
16 91 (28.71%) Keras
17 89 (28.08%) Social Skills
18 88 (27.76%) Natural Language Processing
18 88 (27.76%) AWS
19 86 (27.13%) C++
20 83 (26.18%) PhD
21 78 (24.61%) GCP
22 71 (22.40%) Problem-Solving
23 69 (21.77%) Apache Spark
24 64 (20.19%) Mathematics
25 59 (18.61%) Linux
25 59 (18.61%) Java
26 58 (18.30%) Statistics
26 58 (18.30%) Pandas

TensorFlow
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 69 (21.77%) Apache Spark
2 14 (4.42%) Elasticsearch
3 10 (3.15%) Apache
4 5 (1.58%) SAS
5 3 (0.95%) Apache Airflow
6 2 (0.63%) Apache Solr
6 2 (0.63%) Jupyter
Applications
1 7 (2.21%) Spreadsheet
2 4 (1.26%) Chatbot
3 1 (0.32%) Figma
3 1 (0.32%) Microsoft Office
Business Applications
1 10 (3.15%) Primavera
2 3 (0.95%) Oracle Procure-to-Pay
2 3 (0.95%) SAP R/3
Cloud Services
1 88 (27.76%) AWS
2 78 (24.61%) GCP
3 56 (17.67%) Azure
4 20 (6.31%) Power Platform
5 19 (5.99%) Serverless
6 16 (5.05%) Amazon SageMaker
6 16 (5.05%) Twilio
7 12 (3.79%) Cloud Computing
8 7 (2.21%) GitHub
9 5 (1.58%) SaaS
10 4 (1.26%) Amazon S3
11 3 (0.95%) AWS Lambda
11 3 (0.95%) Azure Machine Learning
12 2 (0.63%) Snowflake
13 1 (0.32%) Amazon EMR
13 1 (0.32%) Azure Data Factory
13 1 (0.32%) DigitalOcean
13 1 (0.32%) IBM Cloud
Communications & Networking
1 15 (4.73%) Internet
2 1 (0.32%) Broadband
2 1 (0.32%) SSH
Database & Business Intelligence
1 27 (8.52%) Tableau
2 23 (7.26%) Data Mining
3 22 (6.94%) Big Data
4 21 (6.62%) NoSQL
4 21 (6.62%) PostgreSQL
5 20 (6.31%) Looker
5 20 (6.31%) MongoDB
5 20 (6.31%) Power BI
6 13 (4.10%) BigQuery
6 13 (4.10%) Neo4j
7 12 (3.79%) Hadoop
8 11 (3.47%) Relational Database
9 10 (3.15%) Metadata
9 10 (3.15%) RDBMS
10 5 (1.58%) Electronic Patient Records
11 4 (1.26%) Amazon Athena
11 4 (1.26%) Amazon Redshift
11 4 (1.26%) Redis
12 3 (0.95%) SAP HANA
12 3 (0.95%) SQL Server
Development Applications
1 24 (7.57%) Git (software)
2 15 (4.73%) CircleCI
3 14 (4.42%) Cypress.io
4 8 (2.52%) Atlassian Bamboo
4 8 (2.52%) Jenkins
4 8 (2.52%) Vagrant
5 4 (1.26%) PostCSS
6 3 (0.95%) JIRA
7 2 (0.63%) Bitbucket
7 2 (0.63%) PyCharm
8 1 (0.32%) CMake
8 1 (0.32%) GitLab
8 1 (0.32%) Team Foundation Server
General
1 105 (33.12%) Finance
2 89 (28.08%) Social Skills
3 35 (11.04%) Analytical Skills
4 32 (10.09%) Presentation Skills
5 28 (8.83%) Telecoms
6 24 (7.57%) Games
6 24 (7.57%) Marketing
6 24 (7.57%) Retail
7 21 (6.62%) Public Sector
8 18 (5.68%) Banking
9 15 (4.73%) Front Office
10 13 (4.10%) Back Office
10 13 (4.10%) Prime Brokerage
11 12 (3.79%) Manufacturing
12 7 (2.21%) Inclusion and Diversity
13 6 (1.89%) Law
14 5 (1.58%) Legal
15 4 (1.26%) Advertising
15 4 (1.26%) Automotive
15 4 (1.26%) Financial Institution
Job Titles
1 88 (27.76%) Data Scientist
2 57 (17.98%) Machine Learning Engineer
3 35 (11.04%) Software Engineer
4 31 (9.78%) Python Engineer
5 25 (7.89%) Developer
6 23 (7.26%) Senior Data Scientist
7 22 (6.94%) Senior Developer
8 20 (6.31%) Machine Learning Scientist
9 18 (5.68%) Senior Software Engineer
10 17 (5.36%) Architect
10 17 (5.36%) Programmer
10 17 (5.36%) Python Programmer
11 11 (3.47%) Solutions Architect
12 10 (3.15%) Lead Programmer
12 10 (3.15%) Python Software Engineer
13 9 (2.84%) Consultant
13 9 (2.84%) Machine Learning Consultant
14 8 (2.52%) C++ Developer
14 8 (2.52%) Data Engineer
14 8 (2.52%) Senior C++ Developer
Libraries, Frameworks & Software Standards
1 170 (53.63%) PyTorch
2 111 (35.02%) scikit-learn
3 91 (28.71%) Keras
4 58 (18.30%) Pandas
5 53 (16.72%) NumPy
6 40 (12.62%) React
7 34 (10.73%) AngularJS
8 32 (10.09%) Node.js
9 25 (7.89%) OpenCV
10 24 (7.57%) Torch
11 23 (7.26%) SciPy
12 22 (6.94%) Theano
13 20 (6.31%) GraphQL
13 20 (6.31%) REST
14 18 (5.68%) Flask
15 16 (5.05%) MXNet
15 16 (5.05%) SpaCy
16 15 (4.73%) Chainer
17 14 (4.42%) Jest
17 14 (4.42%) Vue.js
Miscellaneous
1 109 (34.38%) Algorithms
2 21 (6.62%) Hedge funds
3 20 (6.31%) Augmented Reality
3 20 (6.31%) CUDA
4 17 (5.36%) Data Centre
4 17 (5.36%) Enterprise Software
4 17 (5.36%) Linux Command Line
5 15 (4.73%) Pricing Data
6 13 (4.10%) Equities
6 13 (4.10%) Robotics
7 10 (3.15%) Industrial Internet of Things
8 9 (2.84%) Data Structures
9 7 (2.21%) Social Media
9 7 (2.21%) Wiki
10 6 (1.89%) User Experience
11 5 (1.58%) Life Science
12 4 (1.26%) Clustering
13 3 (0.95%) Credit Risk
13 3 (0.95%) Greenfield Project
13 3 (0.95%) Virtual Team
Operating Systems
1 59 (18.61%) Linux
2 17 (5.36%) Android
2 17 (5.36%) Apple iOS
3 6 (1.89%) Unix
Processes & Methodologies
1 244 (76.97%) Machine Learning
2 191 (60.25%) Artificial Intelligence
3 188 (59.31%) Data Science
4 154 (48.58%) Software Engineering
5 119 (37.54%) Deep Learning
6 115 (36.28%) Computer Science
7 106 (33.44%) Analytics
8 95 (29.97%) Computer Vision
9 88 (27.76%) Natural Language Processing
10 71 (22.40%) Problem-Solving
11 64 (20.19%) Mathematics
12 58 (18.30%) Statistics
13 54 (17.03%) Neural Network
14 52 (16.40%) Agile Software Development
15 48 (15.14%) Full Stack Development
15 48 (15.14%) Visualisation
16 45 (14.20%) Test Automation
17 41 (12.93%) Data Pipeline
18 39 (12.30%) Mentoring
19 38 (11.99%) Data Engineering
Programming Languages
1 275 (86.75%) Python
2 92 (29.02%) SQL
3 86 (27.13%) C++
4 59 (18.61%) Java
5 44 (13.88%) R
6 36 (11.36%) Go
7 30 (9.46%) MATLAB
8 28 (8.83%) Shell Script
9 25 (7.89%) JavaScript
10 22 (6.94%) Ruby
11 18 (5.68%) TypeScript
12 16 (5.05%) C
13 9 (2.84%) Elixir
13 9 (2.84%) Erlang
13 9 (2.84%) ML
14 7 (2.21%) Rust
15 6 (1.89%) Julia
16 5 (1.58%) C#
17 3 (0.95%) Kotlin
17 3 (0.95%) Scala
Qualifications
1 83 (26.18%) PhD
2 52 (16.40%) Degree
3 19 (5.99%) Master's Degree
4 16 (5.05%) Computer Science Degree
5 6 (1.89%) Security Cleared
6 2 (0.63%) DV Cleared
7 1 (0.32%) SC Cleared
Quality Assurance & Compliance
1 17 (5.36%) QA
2 11 (3.47%) SLA
3 8 (2.52%) Data Quality
System Software
1 97 (30.60%) Docker
2 8 (2.52%) VirtualBox
3 1 (0.32%) HDFS
Systems Management
1 109 (34.38%) Kubernetes
2 35 (11.04%) Terraform
3 19 (5.99%) Ansible
4 18 (5.68%) Docker Swarm
5 13 (4.10%) Kubeflow
6 11 (3.47%) Opscode Chef
6 11 (3.47%) Puppet
Vendors
1 40 (12.62%) Google
2 16 (5.05%) Databricks
3 10 (3.15%) Autodesk
4 9 (2.84%) Dataiku
5 8 (2.52%) Cloudera
5 8 (2.52%) Hortonworks
6 7 (2.21%) Dell
6 7 (2.21%) Microsoft
7 6 (1.89%) Huawei
8 4 (1.26%) Sun
9 3 (0.95%) Oracle
9 3 (0.95%) PeopleSoft
9 3 (0.95%) SAP
9 3 (0.95%) UiPath
10 1 (0.32%) Alteryx
10 1 (0.32%) IBM