Period
to 17 October 2018

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 October 2018 with a comparison to the same period in the previous 2 years.

Google TensorFlow
England > South East
6 months to
17 Oct 2018
Same period 2017 Same period 2016
Rank 412 503 -
Rank change year-on-year +91 - -
Permanent jobs citing TensorFlow 130 33 0
As % of all permanent IT jobs advertised in the South East 0.45% 0.11% -
As % of the Libraries, Frameworks & Software Standards category 1.04% 0.27% -
Number of salaries quoted 96 26 0
South East median annual salary £55,000 £70,000 -
Median salary % change year-on-year -21.43% - -
England median annual salary £65,000 £65,000 £70,000
% change year-on-year - -7.14% -

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 12,540 12,128 13,944
As % of all permanent IT jobs advertised in the South East 43.08% 41.85% 39.12%
Number of salaries quoted 10,862 10,494 12,299
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £30,250 £27,750 £27,950
90th Percentile £68,750 £66,250 £63,750
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 October 2018.

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 October 2018. 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 +49 66 £52,500 -25.00% 7
Oxfordshire +35 56 £52,500 -25.00% 4
Hampshire - 23 £67,500 - 6
East Sussex - 21 - - 1
Surrey +34 16 £62,500 +66.67% 5
Berkshire +5 10 £70,000 - 2
Middlesex - 2 £67,500 -
Kent - 1 £20,000 -
TensorFlow
England

For the 6 months to 17 October 2018, 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.

1 114 (87.69%) Python
2 107 (82.31%) Machine Learning
3 101 (77.69%) Deep Learning
4 92 (70.77%) Java
5 74 (56.92%) Artificial Intelligence
6 73 (56.15%) C++
7 68 (52.31%) Algorithms
8 61 (46.92%) PhD
9 59 (45.38%) Natural Language Processing
10 56 (43.08%) C
11 51 (39.23%) Software Engineering
12 50 (38.46%) Computer Vision
13 43 (33.08%) C#
14 40 (30.77%) Biology
14 40 (30.77%) Multithreading
14 40 (30.77%) Computational Linguistics
14 40 (30.77%) Computational Biology
14 40 (30.77%) Keras
14 40 (30.77%) Probabilistic Modelling
14 40 (30.77%) Reinforcement Learning
14 40 (30.77%) MPhil
14 40 (30.77%) Bayesian Methods
14 40 (30.77%) Distributed Algorithms
15 36 (27.69%) Hadoop
16 35 (26.92%) Agile Software Development
17 34 (26.15%) Linux
18 32 (24.62%) Continuous Integration
19 30 (23.08%) Analytics
20 28 (21.54%) Big Data
21 27 (20.77%) Jenkins

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 23 (17.69%) Apache Spark
2 16 (12.31%) Jupyter
3 15 (11.54%) Apache
4 11 (8.46%) Elasticsearch
5 4 (3.08%) DNN
Applications
1 2 (1.54%) Chatbot
Cloud Services
1 13 (10.00%) Amazon AWS
2 4 (3.08%) Amazon ELB
2 4 (3.08%) Amazon S3
2 4 (3.08%) GitHub
2 4 (3.08%) Slack
3 3 (2.31%) Serverless
4 2 (1.54%) Amazon SageMaker
5 1 (0.77%) Azure Machine Learning
5 1 (0.77%) Microsoft Azure
5 1 (0.77%) SaaS
Communications & Networking
1 5 (3.85%) DAB
Database & Business Intelligence
1 36 (27.69%) Hadoop
2 28 (21.54%) Big Data
3 25 (19.23%) Apache Hive
4 22 (16.92%) Data Warehouse
5 21 (16.15%) Impala
5 21 (16.15%) Sqoop
6 17 (13.08%) PostgreSQL
7 4 (3.08%) Amazon RDS
7 4 (3.08%) Data Mining
8 3 (2.31%) MySQL
8 3 (2.31%) Text Mining
9 2 (1.54%) Amazon Aurora
9 2 (1.54%) Amazon Redshift
9 2 (1.54%) Geospatial Data
9 2 (1.54%) SQL Server
10 1 (0.77%) Blockchain
10 1 (0.77%) Flink
10 1 (0.77%) Power BI
Development Applications
1 27 (20.77%) Jenkins
2 23 (17.69%) Git (software)
3 21 (16.15%) TeamCity
4 6 (4.62%) JUnit
5 3 (2.31%) Eclipse
5 3 (2.31%) Maven
5 3 (2.31%) Subversion
General
1 7 (5.38%) Electronics
2 6 (4.62%) Aerospace
2 6 (4.62%) Automotive
2 6 (4.62%) Marketing
3 4 (3.08%) Games
4 3 (2.31%) Finance
5 2 (1.54%) Publishing
5 2 (1.54%) Retail
6 1 (0.77%) Advertising
6 1 (0.77%) Telecoms
Job Titles
1 50 (38.46%) Developer
2 40 (30.77%) Software Engineer
3 32 (24.62%) Software Developer
4 28 (21.54%) Developer/Software Engineer
5 24 (18.46%) Data Engineer
6 23 (17.69%) Big Data Engineer
7 21 (16.15%) Hadoop Engineer
8 18 (13.85%) C++ Developer
9 17 (13.08%) C++ Software Developer
9 17 (13.08%) C++ Software Engineer
10 16 (12.31%) Machine Learning Engineer
10 16 (12.31%) Senior Data Engineer
11 15 (11.54%) Senior Hadoop Engineer
12 14 (10.77%) Architect
13 13 (10.00%) Computer Engineer
13 13 (10.00%) Computer Vision Engineer
13 13 (10.00%) Python Developer
14 12 (9.23%) Computer Vision Developer
15 10 (7.69%) Python Engineer
16 9 (6.92%) Artificial Intelligence Architect
Libraries, Frameworks & Software Standards
1 59 (45.38%) Natural Language Processing
2 40 (30.77%) Keras
3 25 (19.23%) Caffe
4 23 (17.69%) Kafka
5 21 (16.15%) MLlib
6 13 (10.00%) MXNet
7 11 (8.46%) CNTK
7 11 (8.46%) Elastic Stack
8 8 (6.15%) scikit-learn
8 8 (6.15%) Torch
9 7 (5.38%) Deeplearning4j
9 7 (5.38%) J2EE
10 6 (4.62%) Pandas
11 5 (3.85%) NumPy
11 5 (3.85%) OpenCL
11 5 (3.85%) SciPy
12 4 (3.08%) AngularJS
12 4 (3.08%) Django
12 4 (3.08%) RabbitMQ
12 4 (3.08%) REST
Miscellaneous
1 68 (52.31%) Algorithms
2 17 (13.08%) Computer Science
3 16 (12.31%) User Experience
4 9 (6.92%) Greenfield Project
5 5 (3.85%) CUDA
6 4 (3.08%) Data Structures
6 4 (3.08%) Mobile App
7 3 (2.31%) Robotics
8 1 (0.77%) Augmented Reality
8 1 (0.77%) Virtual Team
Operating Systems
1 34 (26.15%) Linux
2 6 (4.62%) Windows
3 5 (3.85%) Android
4 4 (3.08%) Ubuntu
5 1 (0.77%) Robot Operating System
Processes & Methodologies
1 107 (82.31%) Machine Learning
2 101 (77.69%) Deep Learning
3 74 (56.92%) Artificial Intelligence
4 51 (39.23%) Software Engineering
5 50 (38.46%) Computer Vision
6 40 (30.77%) Bayesian Methods
6 40 (30.77%) Biology
6 40 (30.77%) Computational Biology
6 40 (30.77%) Computational Linguistics
6 40 (30.77%) Distributed Algorithms
6 40 (30.77%) Multithreading
6 40 (30.77%) Probabilistic Modelling
6 40 (30.77%) Reinforcement Learning
7 35 (26.92%) Agile Software Development
8 32 (24.62%) Continuous Integration
9 30 (23.08%) Analytics
10 21 (16.15%) MapReduce
11 20 (15.38%) Data Engineering
12 19 (14.62%) Data Science
13 17 (13.08%) Mathematics
Programming Languages
1 114 (87.69%) Python
2 92 (70.77%) Java
3 73 (56.15%) C++
4 56 (43.08%) C
5 43 (33.08%) C#
6 26 (20.00%) Scala
7 21 (16.15%) Go
7 21 (16.15%) Shell Script
8 10 (7.69%) MATLAB
8 10 (7.69%) R
9 7 (5.38%) Ada
9 7 (5.38%) Ada 95
10 4 (3.08%) PHP
10 4 (3.08%) Ruby
11 3 (2.31%) Java 8
11 3 (2.31%) Java 9
12 1 (0.77%) JavaScript
12 1 (0.77%) SQL
Qualifications
1 61 (46.92%) PhD
2 40 (30.77%) MPhil
3 12 (9.23%) Degree
4 7 (5.38%) Computer Science Degree
5 5 (3.85%) Master's Degree
6 1 (0.77%) SC Cleared
6 1 (0.77%) Security Cleared
System Software
1 21 (16.15%) Apache Flume
2 6 (4.62%) Docker
2 6 (4.62%) HDFS
Systems Management
1 21 (16.15%) Hadoop YARN
2 12 (9.23%) Kibana
3 11 (8.46%) logstash
Vendors
1 21 (16.15%) Cloudera
1 21 (16.15%) Hortonworks
2 5 (3.85%) Google
2 5 (3.85%) RapidMiner
3 3 (2.31%) Tableau