Period
to 16 January 2022

The following table provides summary statistics for permanent job vacancies advertised in the City of 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 16 January 2022 with a comparison to the same period in the previous 2 years.

Google TensorFlow
Central London > City of London
6 months to
16 Jan 2022
Same period 2021 Same period 2020
Rank 234 188 251
Rank change year-on-year -46 +63 +40
Permanent jobs citing TensorFlow 21 28 57
As % of all permanent jobs advertised in the City of London 0.35% 0.66% 0.62%
As % of the Libraries, Frameworks & Software Standards category 0.96% 1.52% 1.62%
Number of salaries quoted 13 28 55
10th Percentile " £50,625 £52,000
25th Percentile £47,500 £57,188 £65,000
Median annual salary (50th Percentile) £75,000 £72,750 £85,000
Median % change year-on-year +3.09% -14.41% +9.68%
75th Percentile £96,250 £105,000 £97,500
90th Percentile £117,250 " £104,000
Central London median annual salary £75,000 £72,750 £85,000
% change year-on-year +3.09% -14.41% +13.33%

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 the City of London with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
City of London
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 2,194 1,837 3,526
As % of all permanent IT jobs advertised in the City of London 36.41% 43.27% 38.51%
Number of salaries quoted 1,960 1,649 3,173
10th Percentile £48,750 £47,500 £44,400
25th Percentile £60,000 £57,500 £55,000
Median annual salary (50th Percentile) £77,500 £70,000 £70,000
Median % change year-on-year +10.71% - +3.70%
75th Percentile £96,250 £87,500 £85,000
90th Percentile £110,000 £105,000 £97,500
Central London median annual salary £77,500 £70,000 £70,000
% change year-on-year +10.71% - +7.69%

TensorFlow
Job Vacancy Trend in the City of London

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

Job vacancy trend for TensorFlow in the City of London

TensorFlow
Salary Trend in the City of London

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

Salary trend for TensorFlow in the City of London

TensorFlow
Salary Histogram in the City of London

Salary distribution for jobs citing TensorFlow in the City of London over the 6 months to 16 January 2022.

Salary histogram for TensorFlow in the City of London

For the 6 months to 16 January 2022, 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 City of London region with a requirement for TensorFlow.

1 20 (95.24%) Machine Learning
2 19 (90.48%) Python
2 19 (90.48%) Data Science
3 12 (57.14%) PhD
3 12 (57.14%) Artificial Intelligence
3 12 (57.14%) Computer Science
4 11 (52.38%) SQL
5 10 (47.62%) Natural Language Processing
6 9 (42.86%) Degree
6 9 (42.86%) Deep Learning
6 9 (42.86%) Apache Spark
7 8 (38.10%) Keras
7 8 (38.10%) Statistical Modelling
7 8 (38.10%) Social Skills
7 8 (38.10%) Presentation Skills
7 8 (38.10%) Statistics
7 8 (38.10%) R
8 7 (33.33%) AWS
8 7 (33.33%) PyTorch
9 6 (28.57%) LSTM
9 6 (28.57%) Caffe
9 6 (28.57%) Personalization
9 6 (28.57%) Computer Science Degree
9 6 (28.57%) Creative Thinking
9 6 (28.57%) Torch
9 6 (28.57%) MXNet
9 6 (28.57%) Theano
9 6 (28.57%) Convolutional Neural Network
9 6 (28.57%) Ontologies
9 6 (28.57%) Neural Network

TensorFlow
Co-occurring IT Skills in the City of 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 9 (42.86%) Apache Spark
2 5 (23.81%) Apache
3 4 (19.05%) SAS
4 2 (9.52%) Elasticsearch
Applications
1 1 (4.76%) Microsoft Office
Business Applications
1 1 (4.76%) Oracle Procure-to-Pay
1 1 (4.76%) SAP R/3
Cloud Services
1 7 (33.33%) AWS
2 5 (23.81%) Snowflake
3 3 (14.29%) Azure
4 1 (4.76%) Azure Machine Learning
4 1 (4.76%) GCP
Database & Business Intelligence
1 5 (23.81%) Data Warehouse
2 4 (19.05%) Tableau
3 3 (14.29%) Big Data
4 2 (9.52%) Hadoop
4 2 (9.52%) Neo4j
4 2 (9.52%) NoSQL
5 1 (4.76%) Data Mining
5 1 (4.76%) Geospatial Data
5 1 (4.76%) GIS
5 1 (4.76%) SAP HANA
Development Applications
1 1 (4.76%) Git (software)
General
1 8 (38.10%) Presentation Skills
1 8 (38.10%) Social Skills
2 5 (23.81%) Advertising
3 4 (19.05%) Games
4 1 (4.76%) Analytical Skills
4 1 (4.76%) Finance
4 1 (4.76%) Inclusion and Diversity
4 1 (4.76%) Influencing Skills
4 1 (4.76%) Law
Job Titles
1 8 (38.10%) Data Scientist
2 5 (23.81%) Machine Learning Engineer
3 4 (19.05%) Architect
4 1 (4.76%) Consultant
4 1 (4.76%) Data Consultant
4 1 (4.76%) Data Engineer
4 1 (4.76%) Geospatial Engineer
4 1 (4.76%) Senior Consultant
4 1 (4.76%) Senior Data Engineer
4 1 (4.76%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 8 (38.10%) Keras
2 7 (33.33%) PyTorch
3 6 (28.57%) Caffe
3 6 (28.57%) MXNet
3 6 (28.57%) Theano
3 6 (28.57%) Torch
4 1 (4.76%) NumPy
4 1 (4.76%) Pandas
4 1 (4.76%) scikit-learn
Miscellaneous
1 3 (14.29%) Algorithms
2 1 (4.76%) CUDA
2 1 (4.76%) Data Structures
Operating Systems
1 1 (4.76%) Linux
Processes & Methodologies
1 20 (95.24%) Machine Learning
2 19 (90.48%) Data Science
3 12 (57.14%) Artificial Intelligence
3 12 (57.14%) Computer Science
4 10 (47.62%) Natural Language Processing
5 9 (42.86%) Deep Learning
6 8 (38.10%) Statistical Modelling
6 8 (38.10%) Statistics
7 6 (28.57%) Convolutional Neural Network
7 6 (28.57%) Creative Thinking
7 6 (28.57%) LSTM
7 6 (28.57%) Neural Network
7 6 (28.57%) Ontologies
7 6 (28.57%) Personalization
8 5 (23.81%) Data Modelling
9 4 (19.05%) Innovative Thinking
10 3 (14.29%) Bayesian Methods
10 3 (14.29%) Mentoring
11 2 (9.52%) Coaching
11 2 (9.52%) Entity Linking
Programming Languages
1 19 (90.48%) Python
2 11 (52.38%) SQL
3 8 (38.10%) R
4 6 (28.57%) MATLAB
5 1 (4.76%) Go
5 1 (4.76%) Julia
5 1 (4.76%) Scala
Qualifications
1 12 (57.14%) PhD
2 9 (42.86%) Degree
3 6 (28.57%) Computer Science Degree
4 1 (4.76%) Master's Degree
System Software
1 1 (4.76%) Docker
1 1 (4.76%) HDFS
Vendors
1 1 (4.76%) Databricks
1 1 (4.76%) ESRI
1 1 (4.76%) Microsoft
1 1 (4.76%) Oracle
1 1 (4.76%) PeopleSoft
1 1 (4.76%) SAP
1 1 (4.76%) UiPath