Period
to 17 January 2019

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 17 January 2019 with a comparison to the same period in the previous 2 years.

Google TensorFlow
England > South East
6 months to
17 Jan 2019
Same period 2018 Same period 2017
Rank 436 496 -
Rank change year-on-year +60 - -
Permanent jobs citing TensorFlow 87 58 0
As % of all permanent IT jobs advertised in the South East 0.33% 0.19% -
As % of the Libraries, Frameworks & Software Standards category 0.79% 0.44% -
Number of salaries quoted 75 49 0
South East median annual salary £57,500 £70,000 -
Median salary % change year-on-year -17.86% - -
England median annual salary £70,000 £65,000 £75,000
% change year-on-year +7.69% -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 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 11,029 13,165 12,262
As % of all permanent IT jobs advertised in the South East 41.28% 42.79% 38.29%
Number of salaries quoted 9,463 11,433 10,672
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +2.27%
10th Percentile £30,750 £28,500 £28,750
90th Percentile £70,000 £66,250 £65,000
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +5.56%

TensorFlow
Job Vacancy Trend in the South East

Job postings citing TensorFlow as a percentage 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

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing TensorFlow in the South East.

Salary trend for TensorFlow in the South East

TensorFlow
Salary Histogram in the South East

The salary distribution of IT jobs citing TensorFlow in the South East over the 6 months to 17 January 2019.

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 17 January 2019. 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
Thames Valley +15 40 £53,750 -23.21% 5
Oxfordshire +25 30 £55,000 -21.43% 3
Hampshire - 29 £67,500 - 4
Surrey +34 10 £60,000 -20.00% 3
Berkshire +14 10 £50,000 - 1
East Sussex +10 4 £52,500 -
Kent - 2 £20,000 -
TensorFlow
England

For the 6 months to 17 January 2019, 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 74 (85.06%) Machine Learning
2 70 (80.46%) Deep Learning
3 64 (73.56%) Python
4 56 (64.37%) C++
5 55 (63.22%) Java
6 50 (57.47%) Artificial Intelligence
7 49 (56.32%) Software Engineering
8 46 (52.87%) C
9 43 (49.43%) Natural Language Processing
10 41 (47.13%) Algorithms
11 38 (43.68%) Keras
12 36 (41.38%) PhD
13 34 (39.08%) Computer Vision
14 33 (37.93%) Caffe
14 33 (37.93%) Agile Software Development
15 25 (28.74%) C#
16 24 (27.59%) Biology
16 24 (27.59%) Multithreading
16 24 (27.59%) Distributed Algorithms
16 24 (27.59%) Probabilistic Modelling
16 24 (27.59%) Reinforcement Learning
16 24 (27.59%) Bayesian Methods
16 24 (27.59%) Computational Linguistics
16 24 (27.59%) Computational Biology
16 24 (27.59%) MPhil
17 22 (25.29%) MXNet
17 22 (25.29%) Linux
18 21 (24.14%) Ada
18 21 (24.14%) J2EE
18 21 (24.14%) Deeplearning4j

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 19 (21.84%) Apache Spark
2 14 (16.09%) Apache
3 8 (9.20%) Elasticsearch
3 8 (9.20%) Jupyter
4 1 (1.15%) Apache Airflow
4 1 (1.15%) Apache Pig
4 1 (1.15%) DNN
Applications
1 1 (1.15%) Chatbot
Cloud Services
1 7 (8.05%) Amazon AWS
2 2 (2.30%) SaaS
2 2 (2.30%) Serverless
3 1 (1.15%) Amazon SageMaker
3 1 (1.15%) Google Cloud Platform
3 1 (1.15%) Microsoft Azure
Communications & Networking
1 4 (4.60%) DAB
2 1 (1.15%) MQTT
Database & Business Intelligence
1 16 (18.39%) Hadoop
2 10 (11.49%) Big Data
3 6 (6.90%) Apache Hive
3 6 (6.90%) Data Mining
4 5 (5.75%) Data Warehouse
4 5 (5.75%) PostgreSQL
5 3 (3.45%) Impala
5 3 (3.45%) Sqoop
6 2 (2.30%) MySQL
6 2 (2.30%) Text Mining
7 1 (1.15%) Amazon Aurora
7 1 (1.15%) Amazon RDS
7 1 (1.15%) Amazon Redshift
7 1 (1.15%) Blockchain
7 1 (1.15%) MongoDB
7 1 (1.15%) NoSQL
7 1 (1.15%) SQL Server
Development Applications
1 4 (4.60%) Git (software)
1 4 (4.60%) Jenkins
2 3 (3.45%) TeamCity
General
1 5 (5.75%) Retail
2 2 (2.30%) Advertising
2 2 (2.30%) Marketing
2 2 (2.30%) Publishing
3 1 (1.15%) Finance
3 1 (1.15%) Law
3 1 (1.15%) Military
3 1 (1.15%) Pharmaceutical
3 1 (1.15%) Telecoms
Job Titles
1 40 (45.98%) Software Engineer
2 33 (37.93%) Developer
3 24 (27.59%) Machine Learning Engineer
4 19 (21.84%) Developer/Software Engineer
4 19 (21.84%) Software Developer
5 18 (20.69%) C++ Developer
6 16 (18.39%) C++ Software Developer
6 16 (18.39%) C++ Software Engineer
7 10 (11.49%) Architect
8 8 (9.20%) Machine Learning Developer
9 7 (8.05%) Artificial Intelligence Architect
9 7 (8.05%) Data Engineer
9 7 (8.05%) Data Scientist
10 6 (6.90%) Big Data Engineer
11 5 (5.75%) Computer Engineer
11 5 (5.75%) Computer Vision Developer
11 5 (5.75%) Computer Vision Engineer
12 4 (4.60%) Full Stack Developer
12 4 (4.60%) Linux Engineer
12 4 (4.60%) Python Engineer
Libraries, Frameworks & Software Standards
1 43 (49.43%) Natural Language Processing
2 38 (43.68%) Keras
3 33 (37.93%) Caffe
4 22 (25.29%) MXNet
5 21 (24.14%) CNTK
5 21 (24.14%) Deeplearning4j
5 21 (24.14%) J2EE
5 21 (24.14%) Torch
6 11 (12.64%) scikit-learn
7 8 (9.20%) Elastic Stack
7 8 (9.20%) Kafka
7 8 (9.20%) NumPy
7 8 (9.20%) Pandas
7 8 (9.20%) SciPy
8 3 (3.45%) Akka
8 3 (3.45%) MLlib
9 2 (2.30%) OpenCV
9 2 (2.30%) OpenNLP
10 1 (1.15%) LAMP
10 1 (1.15%) PostGIS
Miscellaneous
1 41 (47.13%) Algorithms
2 7 (8.05%) Robotics
3 3 (3.45%) User Experience
4 1 (1.15%) Linux Command Line
4 1 (1.15%) Social Media
Operating Systems
1 22 (25.29%) Linux
2 9 (10.34%) Windows
3 2 (2.30%) Robot Operating System
Processes & Methodologies
1 74 (85.06%) Machine Learning
2 70 (80.46%) Deep Learning
3 50 (57.47%) Artificial Intelligence
4 49 (56.32%) Software Engineering
5 34 (39.08%) Computer Vision
6 33 (37.93%) Agile Software Development
7 24 (27.59%) Bayesian Methods
7 24 (27.59%) Biology
7 24 (27.59%) Computational Biology
7 24 (27.59%) Computational Linguistics
7 24 (27.59%) Distributed Algorithms
7 24 (27.59%) Multithreading
7 24 (27.59%) Probabilistic Modelling
7 24 (27.59%) Reinforcement Learning
8 12 (13.79%) Data Science
9 11 (12.64%) Continuous Integration
9 11 (12.64%) Open Source
10 9 (10.34%) DevOps
10 9 (10.34%) Neural Network
11 8 (9.20%) TOGAF
Programming Languages
1 64 (73.56%) Python
2 56 (64.37%) C++
3 55 (63.22%) Java
4 46 (52.87%) C
5 25 (28.74%) C#
6 21 (24.14%) Ada
6 21 (24.14%) Ada 95
7 7 (8.05%) Scala
8 4 (4.60%) R
9 3 (3.45%) Go
9 3 (3.45%) Shell Script
10 1 (1.15%) Bash Shell
10 1 (1.15%) JavaScript
10 1 (1.15%) MATLAB
10 1 (1.15%) SQL
Qualifications
1 36 (41.38%) PhD
2 24 (27.59%) MPhil
3 10 (11.49%) Degree
4 9 (10.34%) Master's Degree
5 2 (2.30%) Computer Science Degree
6 1 (1.15%) SC Cleared
6 1 (1.15%) Security Cleared
System Software
1 3 (3.45%) Apache Flume
2 1 (1.15%) Apache ZooKeeper
2 1 (1.15%) Docker
Systems Management
1 8 (9.20%) Kibana
1 8 (9.20%) logstash
2 3 (3.45%) Hadoop YARN
Vendors
1 3 (3.45%) Cloudera
1 3 (3.45%) Hortonworks
1 3 (3.45%) RapidMiner
2 1 (1.15%) Google
2 1 (1.15%) Microsoft
2 1 (1.15%) Tableau