Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 19 October 2020

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 19 October 2020 with a comparison to the same period in the previous 2 years.

Google TensorFlow
England > London
6 months to
19 Oct 2020		 Same period 2019 Same period 2018
Rank 333 479 574
Rank change year-on-year +146 +95 +108
Permanent jobs citing TensorFlow 143 260 265
As % of all permanent jobs advertised in London 0.73% 0.48% 0.39%
As % of the Libraries, Frameworks & Software Standards category 1.61% 1.22% 0.95%
Number of salaries quoted 129 211 226
Median annual salary £75,000 £75,000 £72,500
Median salary % change year-on-year - +3.45% +16.00%
10th Percentile £52,250 £47,500 £51,875
90th Percentile £105,000 £105,000 £102,500
England median annual salary £65,000 £70,000 £65,000
% change year-on-year -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 8,891 21,294 27,900
As % of all permanent IT jobs advertised in London 45.42% 39.21% 41.03%
Number of salaries quoted 7,631 17,743 22,802
Median annual salary £70,000 £67,500 £65,000
Median salary % change year-on-year +3.70% +3.85% +8.33%
10th Percentile £46,250 £41,000 £37,500
90th Percentile £112,500 £100,000 £95,000
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

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 19 October 2020.

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 19 October 2020. 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 +110 24 £85,000 +6.25% 2
North London - 4 £65,000 -
West London +57 3 £70,000 -6.67% 2
TensorFlow
England

For the 6 months to 19 October 2020, 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.

1 120 (83.92%) Python
2 116 (81.12%) Machine Learning
3 85 (59.44%) Data Science
4 78 (54.55%) Deep Learning
4 78 (54.55%) Artificial Intelligence
5 74 (51.75%) PyTorch
6 63 (44.06%) Algorithms
7 57 (39.86%) AWS
8 52 (36.36%) scikit-learn
9 49 (34.27%) Analytics
9 49 (34.27%) Java
10 48 (33.57%) SQL
11 47 (32.87%) Degree
12 45 (31.47%) Mathematics
13 44 (30.77%) Apache Spark
13 44 (30.77%) Keras
14 42 (29.37%) Computer Vision
15 40 (27.97%) GCP
15 40 (27.97%) Big Data
16 39 (27.27%) PhD
17 38 (26.57%) Azure
18 35 (24.48%) R
19 32 (22.38%) Natural Language Processing
19 32 (22.38%) Visualisation
19 32 (22.38%) Finance
20 31 (21.68%) Agile Software Development
20 31 (21.68%) Computer Science
21 30 (20.98%) Neural Network
21 30 (20.98%) NumPy
22 28 (19.58%) Hadoop

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 44 (30.77%) Apache Spark
2 10 (6.99%) SAS
3 6 (4.20%) Apache
4 4 (2.80%) nginx
5 3 (2.10%) IBM Domino
6 2 (1.40%) Jupyter
7 1 (0.70%) Apache Pig
7 1 (0.70%) Elasticsearch
7 1 (0.70%) Resin
Applications
1 4 (2.80%) Chatbot
2 3 (2.10%) Maya
3 2 (1.40%) Blender
4 1 (0.70%) Microsoft PowerPoint
Cloud Services
1 57 (39.86%) AWS
2 40 (27.97%) GCP
3 38 (26.57%) Azure
4 9 (6.29%) Power Platform
5 7 (4.90%) Amazon SageMaker
6 6 (4.20%) SaaS
7 4 (2.80%) Google App Engine
8 3 (2.10%) Serverless
9 1 (0.70%) Amazon CloudWatch
9 1 (0.70%) AWS Fargate
9 1 (0.70%) AWS Lambda
9 1 (0.70%) Azure Active Directory
9 1 (0.70%) Azure Functions
9 1 (0.70%) Azure Machine Learning
9 1 (0.70%) Azure Stack
9 1 (0.70%) Data Lake Analytics
9 1 (0.70%) Dialogflow
9 1 (0.70%) Firebase
9 1 (0.70%) IBM Cloud
9 1 (0.70%) Virtual Private Cloud
Communications & Networking
1 5 (3.50%) Parlay
2 2 (1.40%) NAS
3 1 (0.70%) Internet
Database & Business Intelligence
1 40 (27.97%) Big Data
2 28 (19.58%) Hadoop
3 17 (11.89%) Blockchain
4 14 (9.79%) Amazon Redshift
4 14 (9.79%) Apache Hive
5 12 (8.39%) QlikView
6 11 (7.69%) NoSQL
7 9 (6.29%) Power BI
8 6 (4.20%) PostgreSQL
9 5 (3.50%) BigQuery
10 4 (2.80%) SQL Server
11 2 (1.40%) Data Mining
11 2 (1.40%) Data Warehouse
11 2 (1.40%) HBase
11 2 (1.40%) MongoDB
11 2 (1.40%) MySQL
11 2 (1.40%) Neo4j
11 2 (1.40%) Relational Database
12 1 (0.70%) Amazon RDS
12 1 (0.70%) Impala
Development Applications
1 19 (13.29%) Git (software)
2 2 (1.40%) Jenkins
2 2 (1.40%) JIRA
2 2 (1.40%) Subversion
3 1 (0.70%) Atlassian Bamboo
3 1 (0.70%) ER Studio
3 1 (0.70%) ERwin
3 1 (0.70%) Mercurial
3 1 (0.70%) Vagrant
3 1 (0.70%) Visual Studio Team System
General
1 32 (22.38%) Finance
2 22 (15.38%) Banking
3 10 (6.99%) Retail
4 8 (5.59%) Marketing
5 6 (4.20%) Manufacturing
6 4 (2.80%) Advertising
6 4 (2.80%) Games
6 4 (2.80%) Public Sector
7 2 (1.40%) Electronics
7 2 (1.40%) Spanish Language
7 2 (1.40%) Telecoms
8 1 (0.70%) Front Office
8 1 (0.70%) Law
8 1 (0.70%) Pharmaceutical
8 1 (0.70%) Publishing
Job Titles
1 50 (34.97%) Data Scientist
2 23 (16.08%) Machine Learning Engineer
2 23 (16.08%) Senior Data Scientist
3 9 (6.29%) Data Engineer
4 8 (5.59%) Data Manager
4 8 (5.59%) Developer
4 8 (5.59%) Senior Manager
5 7 (4.90%) Data Science Manager
6 6 (4.20%) Artificial Intelligence Engineer
6 6 (4.20%) Data Science Director
7 5 (3.50%) Consultant
7 5 (3.50%) Python Developer
7 5 (3.50%) Python Engineer
7 5 (3.50%) Research Scientist
8 4 (2.80%) Machine Learning Scientist
9 3 (2.10%) DevOps Consultant
9 3 (2.10%) Full Stack Developer
9 3 (2.10%) Head of Development
9 3 (2.10%) Java Consultant
9 3 (2.10%) Junior
Libraries, Frameworks & Software Standards
1 74 (51.75%) PyTorch
2 52 (36.36%) scikit-learn
3 44 (30.77%) Keras
4 32 (22.38%) Natural Language Processing
5 30 (20.98%) NumPy
6 25 (17.48%) Pandas
7 21 (14.69%) SciPy
8 19 (13.29%) OpenCV
9 16 (11.19%) Node.js
9 16 (11.19%) SpaCy
10 10 (6.99%) Matplotlib
10 10 (6.99%) PySpark
10 10 (6.99%) Torch
11 8 (5.59%) Caffe
11 8 (5.59%) Flask
11 8 (5.59%) NetworkX
11 8 (5.59%) OpenGL
11 8 (5.59%) Shiny
11 8 (5.59%) Theano
11 8 (5.59%) XGBoost
Miscellaneous
1 63 (44.06%) Algorithms
2 13 (9.09%) Management Information System
3 12 (8.39%) Mobile App
4 6 (4.20%) FMCG
5 5 (3.50%) Analytical Skills
5 5 (3.50%) GPGPU
5 5 (3.50%) Greenfield Project
5 5 (3.50%) Social Media
6 4 (2.80%) Renewable Energy
7 3 (2.10%) Acoustics
7 3 (2.10%) Analytical Mindset
7 3 (2.10%) Animation
7 3 (2.10%) Blog
7 3 (2.10%) Clustering
7 3 (2.10%) Digital Media
7 3 (2.10%) User Experience
8 2 (1.40%) CUDA
8 2 (1.40%) Self-Motivation
9 1 (0.70%) Augmented Reality
9 1 (0.70%) Hybrid Cloud
Operating Systems
1 13 (9.09%) Android
2 12 (8.39%) Apple iOS
3 3 (2.10%) Linux
4 2 (1.40%) Unix
Processes & Methodologies
1 116 (81.12%) Machine Learning
2 85 (59.44%) Data Science
3 78 (54.55%) Artificial Intelligence
3 78 (54.55%) Deep Learning
4 49 (34.27%) Analytics
5 45 (31.47%) Mathematics
6 42 (29.37%) Computer Vision
7 32 (22.38%) Visualisation
8 31 (21.68%) Agile Software Development
8 31 (21.68%) Computer Science
9 30 (20.98%) Neural Network
10 24 (16.78%) Statistical Analysis
11 23 (16.08%) Data Visualisation
11 23 (16.08%) Statistics
12 20 (13.99%) DevOps
13 18 (12.59%) Predictive Analytics
14 17 (11.89%) Reinforcement Learning
14 17 (11.89%) Software Engineering
15 15 (10.49%) Information Retrieval
16 14 (9.79%) Use Case
Programming Languages
1 120 (83.92%) Python
2 49 (34.27%) Java
3 48 (33.57%) SQL
4 35 (24.48%) R
5 28 (19.58%) C++
6 20 (13.99%) Scala
7 12 (8.39%) C
7 12 (8.39%) Go
8 11 (7.69%) JavaScript
9 10 (6.99%) MATLAB
10 7 (4.90%) TypeScript
11 6 (4.20%) Julia
12 5 (3.50%) Apple Swift
12 5 (3.50%) Kotlin
13 4 (2.80%) C#
13 4 (2.80%) PowerShell
14 3 (2.10%) GLSL
14 3 (2.10%) HLSL
14 3 (2.10%) Rust
15 1 (0.70%) Embedded C
Qualifications
1 47 (32.87%) Degree
2 39 (27.27%) PhD
3 22 (15.38%) Master's Degree
4 9 (6.29%) Computer Science Degree
5 6 (4.20%) Numerate Degree
6 5 (3.50%) Postgraduate
7 1 (0.70%) MPhil
Quality Assurance & Compliance
1 1 (0.70%) Data Quality
1 1 (0.70%) ISO 13485
1 1 (0.70%) ISO/IEC 27001
1 1 (0.70%) QA
1 1 (0.70%) SLA
System Software
1 14 (9.79%) Docker
2 1 (0.70%) Active Directory
2 1 (0.70%) HDFS
2 1 (0.70%) VirtualBox
Systems Management
1 19 (13.29%) Kubernetes
2 17 (11.89%) Terraform
3 10 (6.99%) Ansible
4 1 (0.70%) Docker Swarm
Vendors
1 26 (18.18%) Tableau
2 13 (9.09%) Databricks
3 10 (6.99%) Google
4 9 (6.29%) Cloudera
5 5 (3.50%) Microsoft
6 3 (2.10%) Dataiku
7 2 (1.40%) IBM
7 2 (1.40%) NVIDIA
8 1 (0.70%) Facebook
8 1 (0.70%) Hortonworks
8 1 (0.70%) MapR
8 1 (0.70%) Oracle
8 1 (0.70%) Sybase