Period
to 17 October 2018

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

Google TensorFlow
England > East of England
6 months to
17 Oct 2018
Same period 2017 Same period 2016
Rank 249 329 -
Rank change year-on-year +80 - -
Permanent jobs citing TensorFlow 73 30 0
As % of all permanent IT jobs advertised in the East of England 0.69% 0.26% -
As % of the Libraries, Frameworks & Software Standards category 1.85% 0.63% -
Number of salaries quoted 67 21 0
East of England median annual salary £65,000 £75,000 -
Median salary % change year-on-year -13.33% - -
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 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 3,944 4,777 5,120
As % of all permanent IT jobs advertised in the East of England 37.18% 40.82% 38.63%
Number of salaries quoted 3,267 3,998 4,407
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £28,750 £30,000 £27,500
90th Percentile £72,200 £67,500 £67,500
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 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 17 October 2018.

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 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
Cambridgeshire +59 73 £65,000 -13.33% 10
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 East of England region with a requirement for TensorFlow.

1 65 (89.04%) Python
1 65 (89.04%) Machine Learning
2 60 (82.19%) Algorithms
3 57 (78.08%) Deep Learning
4 54 (73.97%) Bayesian Methods
5 49 (67.12%) Java
6 45 (61.64%) C++
6 45 (61.64%) Artificial Intelligence
7 44 (60.27%) PhD
8 43 (58.90%) C
9 41 (56.16%) C#
10 40 (54.79%) Natural Language Processing
11 39 (53.42%) Distributed Algorithms
11 39 (53.42%) Computational Linguistics
11 39 (53.42%) Computational Biology
11 39 (53.42%) Probabilistic Modelling
11 39 (53.42%) Reinforcement Learning
11 39 (53.42%) MPhil
11 39 (53.42%) Biology
11 39 (53.42%) Multithreading
12 37 (50.68%) Software Engineering
13 28 (38.36%) Smart City
14 26 (35.62%) Decision-Making
14 26 (35.62%) Games
14 26 (35.62%) Robotics
15 20 (27.40%) Agile Software Development
16 17 (23.29%) Mathematics
17 16 (21.92%) Neural Network
17 16 (21.92%) Data Science
18 15 (20.55%) Predictive Analysis

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:

Applications
1 2 (2.74%) SOLIDWORKS
Cloud Services
1 8 (10.96%) Amazon AWS
1 8 (10.96%) Firebase
1 8 (10.96%) Google Cloud Platform
1 8 (10.96%) Microsoft Azure
Communications & Networking
1 2 (2.74%) Wireless
Database & Business Intelligence
1 15 (20.55%) Big Data
1 15 (20.55%) Hadoop
1 15 (20.55%) MongoDB
Development Applications
1 2 (2.74%) Atlassian Bamboo
1 2 (2.74%) Bitbucket
1 2 (2.74%) Git (software)
1 2 (2.74%) JIRA
1 2 (2.74%) LabVIEW
General
1 26 (35.62%) Games
2 12 (16.44%) Publishing
3 6 (8.22%) Finance
4 2 (2.74%) Electronics
4 2 (2.74%) Manufacturing
5 1 (1.37%) Financial Institution
Job Titles
1 25 (34.25%) Machine Learning Researcher
2 21 (28.77%) Machine Learning Engineer
3 20 (27.40%) Software Engineer
4 12 (16.44%) Developer
4 12 (16.44%) Developer/Software Engineer
4 12 (16.44%) Software Developer
5 11 (15.07%) Python Engineer
6 7 (9.59%) Mathematical Developer
6 7 (9.59%) Research Engineer
7 6 (8.22%) Machine Learning Developer
7 6 (8.22%) Mathematical Modelling Developer
7 6 (8.22%) Mathematical Modelling Engineer
8 4 (5.48%) Team Leader
9 2 (2.74%) Computer Engineer
9 2 (2.74%) Design Engineer
9 2 (2.74%) Development Team Leader
9 2 (2.74%) Python Developer
9 2 (2.74%) Python Software Engineer
9 2 (2.74%) Software Development Team Leader
9 2 (2.74%) Software Team Leader
Libraries, Frameworks & Software Standards
1 40 (54.79%) Natural Language Processing
2 8 (10.96%) Caffe
3 6 (8.22%) Keras
3 6 (8.22%) OpenCV
4 5 (6.85%) Web Services
5 2 (2.74%) Node.js
Miscellaneous
1 60 (82.19%) Algorithms
2 28 (38.36%) Smart City
3 26 (35.62%) Robotics
4 11 (15.07%) Computer Science
5 6 (8.22%) Data Structures
6 1 (1.37%) Analytical Skills
Operating Systems
1 6 (8.22%) Embedded Linux
1 6 (8.22%) Linux
2 5 (6.85%) Robot Operating System
Processes & Methodologies
1 65 (89.04%) Machine Learning
2 57 (78.08%) Deep Learning
3 54 (73.97%) Bayesian Methods
4 45 (61.64%) Artificial Intelligence
5 39 (53.42%) Biology
5 39 (53.42%) Computational Biology
5 39 (53.42%) Computational Linguistics
5 39 (53.42%) Distributed Algorithms
5 39 (53.42%) Multithreading
5 39 (53.42%) Probabilistic Modelling
5 39 (53.42%) Reinforcement Learning
6 37 (50.68%) Software Engineering
7 26 (35.62%) Decision-Making
8 20 (27.40%) Agile Software Development
9 17 (23.29%) Mathematics
10 16 (21.92%) Data Science
10 16 (21.92%) Neural Network
11 15 (20.55%) Predictive Analysis
12 13 (17.81%) Markov Model
13 7 (9.59%) Biometrics
Programming Languages
1 65 (89.04%) Python
2 49 (67.12%) Java
3 45 (61.64%) C++
4 43 (58.90%) C
5 41 (56.16%) C#
6 8 (10.96%) Kotlin
7 3 (4.11%) R
8 2 (2.74%) MATLAB
8 2 (2.74%) PHP
Qualifications
1 44 (60.27%) PhD
2 39 (53.42%) MPhil
3 8 (10.96%) Degree
4 2 (2.74%) Numerate Degree
Systems Management
1 8 (10.96%) Kubernetes
Vendors
1 10 (13.70%) Google
2 5 (6.85%) Microsoft
3 2 (2.74%) NVIDIA