Period
to 15 December 2017

The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 15 December 2017 with a comparison to the same period in the previous 2 years.

Google TensorFlow
England > East of England
6 months to
15 Dec 2017
Same period 2016 Same period 2015
Rank 308 - -
Rank change year-on-year - - -
Permanent jobs citing TensorFlow 58 0 0
As % of all permanent IT jobs advertised in the East of England 0.48% - -
As % of the Libraries, Frameworks & Software Standards category 1.19% - -
Number of salaries quoted 35 0 0
East of England median annual salary £75,000 - -
England median annual salary £62,500 £80,000 -
% change year-on-year -21.88% - -

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

All Software Libraries and Frameworks
East of England
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 4860 5169 5435
As % of all permanent IT jobs advertised in the East of England 40.13% 39.72% 35.78%
Number of salaries quoted 4072 4416 4785
East of England median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% -
10th Percentile £30,000 £27,500 £26,250
90th Percentile £70,000 £67,500 £63,750
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

TensorFlow
Job Vacancy Trend in the East of England

Job postings citing TensorFlow as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for TensorFlow in the East of England

TensorFlow
Salary Trend in the East of England

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

Salary trend for TensorFlow in the East of England

TensorFlow
Salary Histogram in the East of England

The salary distribution of IT jobs citing TensorFlow in the East of England over the 6 months to 15 December 2017.

Salary histogram for TensorFlow in the East of England

TensorFlow
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing TensorFlow within the East of England region over the 6 months to 15 December 2017. 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
Cambridgeshire - 53 £75,000 - 6
Bedfordshire - 5 - -
TensorFlow
England

For the 6 months to 15 December 2017, IT jobs citing TensorFlow also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the East of England region with a requirement for TensorFlow.

1 47 (81.03%) Machine Learning
2 38 (65.52%) Python
3 34 (58.62%) Java
4 31 (53.45%) PhD
4 31 (53.45%) Artificial Intelligence
5 28 (48.28%) C++
6 27 (46.55%) C
7 26 (44.83%) Algorithms
8 23 (39.66%) Image Processing
9 20 (34.48%) Degree
9 20 (34.48%) Deep Learning
10 19 (32.76%) Mathematics
10 19 (32.76%) Neural Network
11 18 (31.03%) C#
11 18 (31.03%) Torch
11 18 (31.03%) Reinforcement Learning
12 17 (29.31%) Smart City
12 17 (29.31%) Smart City Simulations
12 17 (29.31%) Computer Vision
12 17 (29.31%) Distributed Algorithms
12 17 (29.31%) Big Data
12 17 (29.31%) Multithreading
12 17 (29.31%) Open Source
13 16 (27.59%) Signal Processing
14 12 (20.69%) Apache Spark
14 12 (20.69%) Hadoop
15 11 (18.97%) Computer Science
16 10 (17.24%) Probabilistic Modelling
17 8 (13.79%) Software Engineering
17 8 (13.79%) Scala

TensorFlow
Co-occurring IT Skills in the East of England 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 12 (20.69%) Apache Spark
2 1 (1.72%) DNN
2 1 (1.72%) SAS
Applications
1 1 (1.72%) Weka
Cloud Services
1 8 (13.79%) Amazon AWS
2 7 (12.07%) Microsoft Azure
3 5 (8.62%) Amazon EMR
3 5 (8.62%) Amazon Kinesis
4 4 (6.90%) Cloud Computing
5 3 (5.17%) Azure Machine Learning
Database & Business Intelligence
1 17 (29.31%) Big Data
2 12 (20.69%) Hadoop
3 5 (8.62%) Amazon Redshift
3 5 (8.62%) Apache Hive
3 5 (8.62%) Impala
3 5 (8.62%) Redis
4 1 (1.72%) NoSQL
Development Applications
1 5 (8.62%) Git (software)
General
1 6 (10.34%) Electronics
2 5 (8.62%) Finance
2 5 (8.62%) Retail
3 4 (6.90%) Telecoms
4 1 (1.72%) Manufacturing
Job Titles
1 19 (32.76%) Machine Learning Scientist
2 12 (20.69%) Machine Learning Engineer
3 9 (15.52%) Developer
4 8 (13.79%) Data Scientist
4 8 (13.79%) Software Engineer
5 5 (8.62%) Analytics Manager
5 5 (8.62%) Data Manager
5 5 (8.62%) Graduate
5 5 (8.62%) Graduate Software Engineer
5 5 (8.62%) Portfolio Manager
6 4 (6.90%) Computer Vision Developer
6 4 (6.90%) Data Analytics Manager
6 4 (6.90%) Machine Learning Specialist
7 3 (5.17%) Developer/Software Engineer
7 3 (5.17%) Machine Learning Developer
7 3 (5.17%) Software Developer
8 2 (3.45%) Android Developer
8 2 (3.45%) Android Engineer
8 2 (3.45%) Android Software Engineer
8 2 (3.45%) Cloud Developer
Libraries, Frameworks & Software Standards
1 18 (31.03%) Torch
2 8 (13.79%) OpenCV
3 7 (12.07%) MXNet
4 6 (10.34%) scikit-learn
5 5 (8.62%) Natural Language Processing
6 4 (6.90%) Keras
6 4 (6.90%) Theano
7 3 (5.17%) PySpark
Miscellaneous
1 26 (44.83%) Algorithms
2 17 (29.31%) Smart City
3 11 (18.97%) Computer Science
4 7 (12.07%) CUDA
5 5 (8.62%) Foreign Exchange (FX)
5 5 (8.62%) GPGPU
6 4 (6.90%) 3D Graphics
6 4 (6.90%) Analytical Skills
6 4 (6.90%) Robotics
7 1 (1.72%) Smartphone
Operating Systems
1 5 (8.62%) Linux
2 4 (6.90%) Android
Processes & Methodologies
1 47 (81.03%) Machine Learning
2 31 (53.45%) Artificial Intelligence
3 23 (39.66%) Image Processing
4 20 (34.48%) Deep Learning
5 19 (32.76%) Mathematics
5 19 (32.76%) Neural Network
6 18 (31.03%) Reinforcement Learning
7 17 (29.31%) Computer Vision
7 17 (29.31%) Distributed Algorithms
7 17 (29.31%) Multithreading
7 17 (29.31%) Open Source
7 17 (29.31%) Smart City Simulations
8 16 (27.59%) Signal Processing
9 10 (17.24%) Probabilistic Modelling
10 8 (13.79%) Analytics
10 8 (13.79%) Software Engineering
11 6 (10.34%) Convolutional Neural Network
11 6 (10.34%) Speech Recognition
11 6 (10.34%) Statistics
12 5 (8.62%) Strategic Thinking
Programming Languages
1 38 (65.52%) Python
2 34 (58.62%) Java
3 28 (48.28%) C++
4 27 (46.55%) C
5 18 (31.03%) C#
6 8 (13.79%) Scala
7 6 (10.34%) R
8 5 (8.62%) Assembly Language
9 3 (5.17%) SQL
10 2 (3.45%) Julia
10 2 (3.45%) MATLAB
Qualifications
1 31 (53.45%) PhD
2 20 (34.48%) Degree
Vendors
1 5 (8.62%) Cloudera
1 5 (8.62%) Tableau