Period
to 23 July 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 23 July 2018 with a comparison to the same period in the previous 2 years.

Google TensorFlow
England > East of England
6 months to
23 Jul 2018
Same period 2017 Same period 2016
Rank 261 354 -
Rank change year-on-year +93 - -
Permanent jobs citing TensorFlow 97 18 0
As % of all permanent IT jobs advertised in the East of England 0.81% 0.15% -
As % of the Libraries, Frameworks & Software Standards category 2.11% 0.36% -
Number of salaries quoted 55 9 0
East of England median annual salary £65,000 £70,000 -
Median salary % change year-on-year -7.14% - -
England median annual salary £65,000 £62,500 £72,500
% change year-on-year +4.00% -13.79% -

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 4,589 4,936 5,388
As % of all permanent IT jobs advertised in the East of England 38.40% 39.81% 38.16%
Number of salaries quoted 3,732 4,089 4,612
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £29,750 £29,000 £27,500
90th Percentile £72,500 £66,250 £65,000
England median annual salary £50,000 £47,500 £47,500
% 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 23 July 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 23 July 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 +81 89 £65,000 -7.14% 7
Hertfordshire - 6 - -
Essex - 2 - -
TensorFlow
England

For the 6 months to 23 July 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 86 (88.66%) Algorithms
2 83 (85.57%) Python
3 76 (78.35%) Machine Learning
4 69 (71.13%) C++
5 66 (68.04%) C
6 57 (58.76%) Deep Learning
7 44 (45.36%) Bayesian Methods
8 43 (44.33%) Computer Vision
8 43 (44.33%) Software Engineering
9 42 (43.30%) Artificial Intelligence
9 42 (43.30%) Mathematics
10 41 (42.27%) Java
11 40 (41.24%) PhD
12 38 (39.18%) Reinforcement Learning
13 35 (36.08%) Natural Language Processing
14 34 (35.05%) Probabilistic Modelling
14 34 (35.05%) C#
14 34 (35.05%) MATLAB
15 32 (32.99%) Biology
15 32 (32.99%) Multithreading
15 32 (32.99%) Computational Linguistics
15 32 (32.99%) Computational Biology
15 32 (32.99%) Distributed Algorithms
16 31 (31.96%) Linux
17 30 (30.93%) Decision-Making
18 29 (29.90%) Data Science
19 27 (27.84%) CUDA
20 26 (26.80%) Neural Network
21 25 (25.77%) Degree
22 24 (24.74%) Games

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 11 (11.34%) Apache Spark
2 5 (5.15%) Apache
Applications
1 3 (3.09%) Weka
2 2 (2.06%) SOLIDWORKS
Cloud Services
1 9 (9.28%) Amazon AWS
2 5 (5.15%) Amazon EC2
2 5 (5.15%) Cloud Computing
Database & Business Intelligence
1 21 (21.65%) Hadoop
2 15 (15.46%) Big Data
2 15 (15.46%) MongoDB
3 6 (6.19%) Data Mining
Development Applications
1 2 (2.06%) LabVIEW
General
1 24 (24.74%) Games
2 6 (6.19%) Retail
3 4 (4.12%) Electronics
4 2 (2.06%) Manufacturing
5 1 (1.03%) Finance
5 1 (1.03%) Financial Institution
Job Titles
1 30 (30.93%) Machine Learning Engineer
2 19 (19.59%) Python Engineer
2 19 (19.59%) Software Engineer
3 18 (18.56%) Computer Engineer
3 18 (18.56%) Computer Vision Engineer
4 17 (17.53%) C Software Engineer
4 17 (17.53%) C/C++ Embedded Software Engineer
4 17 (17.53%) C/C++ Software Engineer
4 17 (17.53%) C++ Software Engineer
4 17 (17.53%) Embedded C Engineer
4 17 (17.53%) Embedded C Software Engineer
4 17 (17.53%) Embedded C/C++ Engineer
4 17 (17.53%) Embedded C/C++ Software Engineer
4 17 (17.53%) Embedded C++ Engineer
4 17 (17.53%) Embedded C++ Software Engineer
4 17 (17.53%) Embedded Engineer
4 17 (17.53%) Embedded Software Engineer
4 17 (17.53%) Machine Learning Researcher
5 14 (14.43%) Research Engineer
6 7 (7.22%) Data Scientist
Libraries, Frameworks & Software Standards
1 35 (36.08%) Natural Language Processing
2 21 (21.65%) OpenGL
3 16 (16.49%) scikit-learn
4 11 (11.34%) Theano
5 7 (7.22%) Keras
6 6 (6.19%) Lasagne
6 6 (6.19%) Pandas
7 3 (3.09%) OpenCL
7 3 (3.09%) OpenCV
7 3 (3.09%) Torch
Miscellaneous
1 86 (88.66%) Algorithms
2 27 (27.84%) CUDA
3 24 (24.74%) Smart City
4 22 (22.68%) Computer Science
5 19 (19.59%) Robotics
6 6 (6.19%) Data Structures
7 1 (1.03%) Analytical Skills
Operating Systems
1 31 (31.96%) Linux
2 5 (5.15%) Robot Operating System
2 5 (5.15%) Windows
3 4 (4.12%) Embedded Linux
4 3 (3.09%) Android
4 3 (3.09%) Unix
Processes & Methodologies
1 76 (78.35%) Machine Learning
2 57 (58.76%) Deep Learning
3 44 (45.36%) Bayesian Methods
4 43 (44.33%) Computer Vision
4 43 (44.33%) Software Engineering
5 42 (43.30%) Artificial Intelligence
5 42 (43.30%) Mathematics
6 38 (39.18%) Reinforcement Learning
7 34 (35.05%) Probabilistic Modelling
8 32 (32.99%) Biology
8 32 (32.99%) Computational Biology
8 32 (32.99%) Computational Linguistics
8 32 (32.99%) Distributed Algorithms
8 32 (32.99%) Multithreading
9 30 (30.93%) Decision-Making
10 29 (29.90%) Data Science
11 26 (26.80%) Neural Network
12 22 (22.68%) Image Processing
13 21 (21.65%) Video Processing
14 18 (18.56%) Statistics
Programming Languages
1 83 (85.57%) Python
2 69 (71.13%) C++
3 66 (68.04%) C
4 41 (42.27%) Java
5 34 (35.05%) C#
5 34 (35.05%) MATLAB
6 21 (21.65%) Embedded C
6 21 (21.65%) Embedded C++
7 8 (8.25%) R
8 7 (7.22%) Julia
9 3 (3.09%) Bash Shell
Qualifications
1 40 (41.24%) PhD
2 25 (25.77%) Degree
3 18 (18.56%) Computer Science Degree
4 8 (8.25%) Master's Degree
5 2 (2.06%) Numerate Degree
5 2 (2.06%) SC Cleared
5 2 (2.06%) Security Cleared
System Software
1 5 (5.15%) Docker
1 5 (5.15%) LXC
Vendors
1 1 (1.03%) Google