Period
to 23 October 2021

The following table provides summary statistics for permanent job vacancies advertised in the South East 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 23 October 2021 with a comparison to the same period in the previous 2 years.

Google TensorFlow
England > South East
6 months to
23 Oct 2021
Same period 2020 Same period 2019
Rank 419 268 472
Rank change year-on-year -151 +204 -55
Permanent jobs citing TensorFlow 34 16 38
As % of all permanent jobs advertised in the South East 0.19% 0.20% 0.15%
As % of the Libraries, Frameworks & Software Standards category 0.47% 0.44% 0.39%
Number of salaries quoted 9 14 35
10th Percentile £30,500 £48,000 £33,000
25th Percentile £48,750 £55,000 £42,500
Median annual salary (50th Percentile) £57,500 £60,000 £55,000
Median % change year-on-year -4.17% +9.09% -
75th Percentile £82,500 £66,250 £76,875
90th Percentile £83,000 £67,125 £83,750
England median annual salary £75,000 £67,500 £72,500
% change year-on-year +11.11% -6.90% +11.54%

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 South East with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
South East
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 7,219 3,662 9,789
As % of all permanent IT jobs advertised in the South East 40.26% 45.34% 38.63%
Number of salaries quoted 5,235 3,194 8,510
10th Percentile £33,750 £33,000 £29,750
25th Percentile £42,000 £42,500 £37,500
Median annual salary (50th Percentile) £52,500 £52,500 £50,000
Median % change year-on-year - +5.00% +5.26%
75th Percentile £66,250 £65,000 £62,500
90th Percentile £78,750 £75,000 £72,500
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +4.76%

TensorFlow
Job Vacancy Trend in the South East

Job postings citing TensorFlow as a proportion of all IT jobs advertised in the South East.

Job vacancy trend for TensorFlow in the South East

TensorFlow
Salary Trend in the South East

3-month moving average salary quoted in jobs citing TensorFlow in the South East.

Salary trend for TensorFlow in the South East

TensorFlow
Salary Histogram in the South East

Salary distribution for jobs citing TensorFlow in the South East over the 6 months to 23 October 2021.

Salary histogram for TensorFlow in the South East

TensorFlow
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing TensorFlow within the South East 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
Surrey -58 22 £60,000 - 3
Thames Valley -99 10 £52,500 -16.00% 6
Oxfordshire -31 5 £30,000 -50.00% 5
Berkshire -74 4 £66,250 +6.00% 1
Hampshire -119 2 £37,500 -25.00% 1
Buckinghamshire - 1 - -
TensorFlow
England

For the 6 months to 23 October 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 South East region with a requirement for TensorFlow.

1 34 (100.00%) Python
2 29 (85.29%) Artificial Intelligence
3 27 (79.41%) Machine Learning
4 19 (55.88%) Problem-Solving
5 18 (52.94%) Data Science
5 18 (52.94%) REST
5 18 (52.94%) Pandas
5 18 (52.94%) NumPy
5 18 (52.94%) SQL
5 18 (52.94%) Firmware
6 17 (50.00%) AWS
6 17 (50.00%) Social Skills
7 16 (47.06%) Amazon Cognito
7 16 (47.06%) Power Platform
7 16 (47.06%) Power BI
7 16 (47.06%) Git (software)
7 16 (47.06%) Amazon S3
8 15 (44.12%) Android Development
8 15 (44.12%) Android
8 15 (44.12%) Business Intelligence
8 15 (44.12%) Data Analysis
9 14 (41.18%) 3D Graphics
9 14 (41.18%) Web Design
9 14 (41.18%) Project Management
9 14 (41.18%) C++
9 14 (41.18%) JavaScript
9 14 (41.18%) JIRA
9 14 (41.18%) RESTful
9 14 (41.18%) Amazon EC2
9 14 (41.18%) Product Management

TensorFlow
Co-occurring IT Skills in the South East 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 2 (5.88%) Apache Spark
2 1 (2.94%) Apache Solr
Cloud Services
1 17 (50.00%) AWS
2 16 (47.06%) Amazon Cognito
2 16 (47.06%) Amazon S3
2 16 (47.06%) Power Platform
3 14 (41.18%) Amazon EC2
3 14 (41.18%) npm
4 4 (11.76%) SaaS
5 2 (5.88%) Amazon CloudWatch
5 2 (5.88%) Amazon ECS
5 2 (5.88%) AWS CloudFormation
5 2 (5.88%) AWS CodePipeline
5 2 (5.88%) AWS Fargate
5 2 (5.88%) AWS Lambda
5 2 (5.88%) AWS Step Functions
5 2 (5.88%) Serverless
5 2 (5.88%) Virtual Private Cloud
6 1 (2.94%) Amazon SageMaker
6 1 (2.94%) GCP
Communications & Networking
1 4 (11.76%) 3G
1 4 (11.76%) 4G
1 4 (11.76%) Bluetooth
1 4 (11.76%) Wi-Fi
1 4 (11.76%) Wireless
2 1 (2.94%) NAS
Database & Business Intelligence
1 16 (47.06%) Power BI
2 14 (41.18%) Data Lake
3 2 (5.88%) Amazon DynamoDB
3 2 (5.88%) Data Mining
3 2 (5.88%) Metadata
4 1 (2.94%) Apache Hive
4 1 (2.94%) Big Data
4 1 (2.94%) Electronic Patient Records
4 1 (2.94%) Hadoop
4 1 (2.94%) Neo4j
4 1 (2.94%) NoSQL
4 1 (2.94%) Spark SQL
4 1 (2.94%) SQL Server
4 1 (2.94%) Tableau
Development Applications
1 16 (47.06%) Git (software)
2 14 (41.18%) Babel
2 14 (41.18%) JIRA
2 14 (41.18%) webpack
3 2 (5.88%) Jenkins
General
1 17 (50.00%) Social Skills
2 14 (41.18%) Wearables
3 4 (11.76%) Electronics
3 4 (11.76%) Telecoms
4 2 (5.88%) Inclusion and Diversity
5 1 (2.94%) Pharmaceutical
5 1 (2.94%) Presentation Skills
Job Titles
1 18 (52.94%) Developer
2 14 (41.18%) JavaScript Developer
2 14 (41.18%) React Developer
3 6 (17.65%) Computer Engineer
3 6 (17.65%) Computer Vision Engineer
4 5 (14.71%) Software Engineer
5 4 (11.76%) Embedded Engineer
5 4 (11.76%) Embedded Software Engineer
6 3 (8.82%) Machine Learning Engineer
6 3 (8.82%) Python Developer
7 1 (2.94%) Data Scientist
7 1 (2.94%) Graduate Software Engineer
7 1 (2.94%) Junior Software Engineer
7 1 (2.94%) Project Leader
7 1 (2.94%) Senior Developer
7 1 (2.94%) Senior Software Developer
7 1 (2.94%) Software Developer
7 1 (2.94%) SQL Developer
7 1 (2.94%) Technical Leader
7 1 (2.94%) Technical Project Leader
Libraries, Frameworks & Software Standards
1 18 (52.94%) NumPy
1 18 (52.94%) Pandas
1 18 (52.94%) REST
2 14 (41.18%) D3.js
2 14 (41.18%) Keras
2 14 (41.18%) React
2 14 (41.18%) React Native
2 14 (41.18%) RESTful
3 12 (35.29%) PyTorch
4 6 (17.65%) OpenCV
5 5 (14.71%) scikit-learn
5 5 (14.71%) Unity (Game Engine)
5 5 (14.71%) Unreal Engine
6 4 (11.76%) JSON
6 4 (11.76%) XML
7 2 (5.88%) Caffe
7 2 (5.88%) Dask
7 2 (5.88%) OAuth
7 2 (5.88%) pytest
7 2 (5.88%) Torch
Miscellaneous
1 14 (41.18%) 3D Graphics
1 14 (41.18%) Algorithms
1 14 (41.18%) User Experience
2 4 (11.76%) Device Driver
2 4 (11.76%) Renewable Energy
2 4 (11.76%) Robotics
2 4 (11.76%) State Machine
3 2 (5.88%) Life Science
4 1 (2.94%) CUDA
4 1 (2.94%) Photography
Operating Systems
1 15 (44.12%) Android
2 14 (41.18%) Apple iOS
3 4 (11.76%) Embedded Linux
3 4 (11.76%) Linux
4 1 (2.94%) Unix
Processes & Methodologies
1 29 (85.29%) Artificial Intelligence
2 27 (79.41%) Machine Learning
3 19 (55.88%) Problem-Solving
4 18 (52.94%) Data Science
5 15 (44.12%) Android Development
5 15 (44.12%) Business Intelligence
5 15 (44.12%) Data Analysis
6 14 (41.18%) Front End Development
6 14 (41.18%) iOS Development
6 14 (41.18%) Product Management
6 14 (41.18%) Project Management
6 14 (41.18%) Responsive Web Design
6 14 (41.18%) Translating Business Requirements
6 14 (41.18%) Web Design
7 12 (35.29%) Computer Vision
7 12 (35.29%) Deep Learning
8 9 (26.47%) Mathematics
9 8 (23.53%) Computer Science
10 7 (20.59%) Image Processing
10 7 (20.59%) Software Engineering
Programming Languages
1 34 (100.00%) Python
2 18 (52.94%) SQL
3 14 (41.18%) C++
3 14 (41.18%) JavaScript
4 3 (8.82%) C
5 2 (5.88%) C#
5 2 (5.88%) Java
5 2 (5.88%) MATLAB
5 2 (5.88%) R
6 1 (2.94%) Cypher
6 1 (2.94%) Julia
6 1 (2.94%) SPARQL
Qualifications
1 7 (20.59%) Degree
1 7 (20.59%) PhD
2 1 (2.94%) Computer Science Degree
2 1 (2.94%) Master's Degree
2 1 (2.94%) Numerate Degree
2 1 (2.94%) SC Cleared
2 1 (2.94%) Security Cleared
System Software
1 18 (52.94%) Firmware
2 3 (8.82%) Docker
Systems Management
1 1 (2.94%) Kubernetes
Vendors
1 2 (5.88%) Salesforce.com
2 1 (2.94%) Microsoft