Period
to 27 May 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 27 May 2018 with a comparison to the same period in the previous 2 years.

Google TensorFlow
England > South East
6 months to
27 May 2018
Same period 2017 Same period 2016
Rank 425 - -
Rank change year-on-year - - -
Permanent jobs citing TensorFlow 122 0 0
As % of all permanent IT jobs advertised in the South East 0.40% - -
As % of the Libraries, Frameworks & Software Standards category 0.91% - -
Number of salaries quoted 80 0 0
South East median annual salary £55,000 - -
England median annual salary £65,000 £60,000 £72,500
% change year-on-year +8.33% -17.24% -

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 13,468 11,670 14,694
As % of all permanent IT jobs advertised in the South East 44.41% 39.93% 39.17%
Number of salaries quoted 11,809 10,083 13,106
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £30,000 £28,000 £27,500
90th Percentile £67,500 £65,000 £63,750
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +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 27 May 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 27 May 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 - 48 £52,500 - 8
Oxfordshire - 36 £52,500 - 7
East Sussex - 32 - - 1
Surrey - 25 £65,000 - 4
Hampshire - 17 £45,000 - 1
Berkshire - 12 £57,500 -
TensorFlow
England

For the 6 months to 27 May 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.

1 109 (89.34%) Python
2 104 (85.25%) Machine Learning
3 85 (69.67%) Java
4 81 (66.39%) Deep Learning
5 72 (59.02%) C++
6 60 (49.18%) Algorithms
7 56 (45.90%) PhD
8 54 (44.26%) Scala
9 52 (42.62%) C
10 51 (41.80%) Computer Science
11 48 (39.34%) Hadoop
12 46 (37.70%) MapReduce
12 46 (37.70%) Big Data
13 44 (36.07%) Analytics
13 44 (36.07%) Keras
14 43 (35.25%) Apache Hive
15 38 (31.15%) Degree
15 38 (31.15%) Artificial Intelligence
16 35 (28.69%) Linux
17 34 (27.87%) Git (software)
18 33 (27.05%) Hortonworks
18 33 (27.05%) Cloudera
18 33 (27.05%) Kafka
18 33 (27.05%) Apache Flume
18 33 (27.05%) Jenkins
18 33 (27.05%) Impala
19 32 (26.23%) MLlib
19 32 (26.23%) Hadoop YARN
19 32 (26.23%) Go
19 32 (26.23%) Sqoop

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 17 (13.93%) Apache Spark
2 7 (5.74%) DNN
2 7 (5.74%) SAS
3 6 (4.92%) Apache
4 2 (1.64%) Jupyter
5 1 (0.82%) Apache Solr
Applications
1 3 (2.46%) Chatbot
2 1 (0.82%) AutoCAD
Cloud Services
1 4 (3.28%) Amazon AWS
2 1 (0.82%) Amazon ELB
2 1 (0.82%) Amazon S3
2 1 (0.82%) Azure Machine Learning
2 1 (0.82%) GitHub
2 1 (0.82%) Microsoft Azure
2 1 (0.82%) Slack
Database & Business Intelligence
1 48 (39.34%) Hadoop
2 46 (37.70%) Big Data
3 43 (35.25%) Apache Hive
4 33 (27.05%) Impala
5 32 (26.23%) Data Warehouse
5 32 (26.23%) Sqoop
6 20 (16.39%) PostgreSQL
7 11 (9.02%) HBase
8 10 (8.20%) Relational Database
9 7 (5.74%) Data Mining
10 4 (3.28%) Flink
11 2 (1.64%) Amazon RDS
11 2 (1.64%) Geospatial Data
12 1 (0.82%) Amazon Redshift
12 1 (0.82%) Apache Cassandra
12 1 (0.82%) Power BI
12 1 (0.82%) Text Mining
Development Applications
1 34 (27.87%) Git (software)
2 33 (27.05%) Jenkins
3 32 (26.23%) TeamCity
4 12 (9.84%) JUnit
5 2 (1.64%) Subversion
General
1 12 (9.84%) Electronics
1 12 (9.84%) Marketing
2 2 (1.64%) Aerospace
2 2 (1.64%) Automotive
3 1 (0.82%) Finance
3 1 (0.82%) Games
Job Titles
1 33 (27.05%) Data Engineer
2 31 (25.41%) Big Data Engineer
3 30 (24.59%) Hadoop Engineer
4 22 (18.03%) Software Engineer
5 18 (14.75%) Senior Data Engineer
5 18 (14.75%) Senior Hadoop Engineer
6 14 (11.48%) Developer
6 14 (11.48%) Machine Learning Engineer
7 13 (10.66%) Graduate
8 10 (8.20%) Computer Engineer
9 9 (7.38%) Computer Vision Engineer
9 9 (7.38%) Software Developer
10 8 (6.56%) Research Engineer
10 8 (6.56%) Research Scientist
11 7 (5.74%) Developer/Software Engineer
11 7 (5.74%) Python Engineer
12 6 (4.92%) Analytics Manager
12 6 (4.92%) Graduate Software Engineer
12 6 (4.92%) Machine Learning Researcher
12 6 (4.92%) Senior Analytics Manager
Libraries, Frameworks & Software Standards
1 44 (36.07%) Keras
2 33 (27.05%) Kafka
3 32 (26.23%) MLlib
4 22 (18.03%) Natural Language Processing
5 10 (8.20%) CNTK
5 10 (8.20%) MXNet
6 8 (6.56%) OpenCL
7 7 (5.74%) Theano
8 6 (4.92%) Unity (Game Engine)
9 5 (4.10%) AngularJS
9 5 (4.10%) DirectX
9 5 (4.10%) NumPy
9 5 (4.10%) OpenGL
9 5 (4.10%) OpenGL ES
9 5 (4.10%) scikit-learn
9 5 (4.10%) SciPy
9 5 (4.10%) Vulkan
10 4 (3.28%) D3.js
11 3 (2.46%) Django
11 3 (2.46%) Torch
Miscellaneous
1 60 (49.18%) Algorithms
2 51 (41.80%) Computer Science
3 27 (22.13%) User Experience
4 12 (9.84%) Greenfield Project
5 10 (8.20%) Analytical Skills
6 9 (7.38%) Data Structures
7 8 (6.56%) CUDA
8 5 (4.10%) Augmented Reality
9 3 (2.46%) 3D Graphics
10 2 (1.64%) Device Driver
10 2 (1.64%) Field-Programmable Gate Array
11 1 (0.82%) Mobile App
11 1 (0.82%) Virtual Team
Operating Systems
1 35 (28.69%) Linux
2 8 (6.56%) Android
3 2 (1.64%) Embedded Linux
4 1 (0.82%) Ubuntu
Processes & Methodologies
1 104 (85.25%) Machine Learning
2 81 (66.39%) Deep Learning
3 46 (37.70%) MapReduce
4 44 (36.07%) Analytics
5 38 (31.15%) Artificial Intelligence
6 32 (26.23%) Continuous Integration
6 32 (26.23%) Mathematics
6 32 (26.23%) Software Engineering
7 30 (24.59%) Agile Software Development
8 26 (21.31%) Computer Vision
9 23 (18.85%) Neural Network
10 22 (18.03%) Data Science
11 20 (16.39%) Data Engineering
11 20 (16.39%) Operations Research
11 20 (16.39%) Software Delivery
12 19 (15.57%) Statistics
13 18 (14.75%) Bayesian Methods
13 18 (14.75%) Probabilistic Modelling
14 16 (13.11%) Data Analysis
14 16 (13.11%) Physics
Programming Languages
1 109 (89.34%) Python
2 85 (69.67%) Java
3 72 (59.02%) C++
4 54 (44.26%) Scala
5 52 (42.62%) C
6 32 (26.23%) Go
6 32 (26.23%) Shell Script
7 18 (14.75%) MATLAB
7 18 (14.75%) R
7 18 (14.75%) SQL
8 16 (13.11%) C#
9 7 (5.74%) Fortran
10 6 (4.92%) Julia
11 4 (3.28%) Clojure
12 3 (2.46%) PHP
13 1 (0.82%) Ruby
Qualifications
1 56 (45.90%) PhD
2 38 (31.15%) Degree
3 13 (10.66%) Computer Science Degree
4 4 (3.28%) Security Cleared
System Software
1 33 (27.05%) Apache Flume
2 13 (10.66%) HDFS
3 1 (0.82%) Docker
Systems Management
1 32 (26.23%) Hadoop YARN
2 1 (0.82%) Terraform
Vendors
1 33 (27.05%) Cloudera
1 33 (27.05%) Hortonworks
2 11 (9.02%) Capita
3 7 (5.74%) Google
4 2 (1.64%) IBM
4 2 (1.64%) Perforce
5 1 (0.82%) MapR
5 1 (0.82%) Tableau