Period
to 15 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Oxfordshire 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 October 2018 with a comparison to the same period in the previous 2 years.

Google TensorFlow
South East > Oxfordshire
6 months to
15 Oct 2018
Same period 2017 Same period 2016
Rank 107 150 -
Rank change year-on-year +43 - -
Permanent jobs citing TensorFlow 57 21 0
As % of all permanent IT jobs advertised in Oxfordshire 2.10% 0.76% -
As % of the Libraries, Frameworks & Software Standards category 4.12% 1.61% -
Number of salaries quoted 55 21 0
Oxfordshire median annual salary £52,500 £70,000 -
Median salary % change year-on-year -25.00% - -
South East median annual salary £55,000 £70,000 -
% change year-on-year -21.43% - -

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 Oxfordshire with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Oxfordshire
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 1,385 1,308 1,489
As % of all permanent IT jobs advertised in Oxfordshire 51.13% 47.58% 48.05%
Number of salaries quoted 1,215 1,114 1,253
Oxfordshire median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +7.14%
10th Percentile £32,500 £30,000 £30,000
90th Percentile £70,000 £72,125 £63,750
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

TensorFlow
Job Vacancy Trend in Oxfordshire

Job postings citing TensorFlow as a percentage of all IT jobs advertised in Oxfordshire.

Job vacancy trend for TensorFlow in Oxfordshire

TensorFlow
Salary Trend in Oxfordshire

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

Salary trend for TensorFlow in Oxfordshire

TensorFlow
Salary Histogram in Oxfordshire

The salary distribution of IT jobs citing TensorFlow in Oxfordshire over the 6 months to 15 October 2018.

Salary histogram for TensorFlow in Oxfordshire

TensorFlow
Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing TensorFlow within the Oxfordshire region over the 6 months to 15 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
Oxford +23 53 £52,500 -25.00% 2
Abingdon - 2 - -
TensorFlow
South East

For the 6 months to 15 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 Oxfordshire region with a requirement for TensorFlow.

1 55 (96.49%) Deep Learning
2 54 (94.74%) Machine Learning
2 54 (94.74%) Python
3 53 (92.98%) Java
4 49 (85.96%) C++
4 49 (85.96%) PhD
5 48 (84.21%) Algorithms
6 47 (82.46%) Artificial Intelligence
7 43 (75.44%) Natural Language Processing
8 42 (73.68%) Computer Vision
9 41 (71.93%) C
9 41 (71.93%) C#
10 40 (70.18%) Biology
10 40 (70.18%) Multithreading
10 40 (70.18%) Computational Linguistics
10 40 (70.18%) Computational Biology
10 40 (70.18%) Probabilistic Modelling
10 40 (70.18%) Bayesian Methods
10 40 (70.18%) Reinforcement Learning
10 40 (70.18%) MPhil
10 40 (70.18%) Distributed Algorithms
11 39 (68.42%) Software Engineering
12 9 (15.79%) Mathematics
13 7 (12.28%) Analytics
14 6 (10.53%) Keras
14 6 (10.53%) Aerospace
14 6 (10.53%) Automotive
14 6 (10.53%) MATLAB
15 5 (8.77%) Computer Science
15 5 (8.77%) Google

TensorFlow
Co-occurring IT Skills in Oxfordshire 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 1 (1.75%) Apache Spark
Cloud Services
1 1 (1.75%) SaaS
Database & Business Intelligence
1 3 (5.26%) Text Mining
2 1 (1.75%) Big Data
2 1 (1.75%) Data Mining
2 1 (1.75%) Geospatial Data
Development Applications
1 3 (5.26%) Eclipse
1 3 (5.26%) Maven
1 3 (5.26%) Subversion
General
1 6 (10.53%) Aerospace
1 6 (10.53%) Automotive
2 3 (5.26%) Finance
3 2 (3.51%) Publishing
Job Titles
1 41 (71.93%) Developer
2 30 (52.63%) Software Engineer
3 28 (49.12%) Developer/Software Engineer
3 28 (49.12%) Software Developer
4 18 (31.58%) C++ Developer
4 18 (31.58%) C++ Software Engineer
5 17 (29.82%) C++ Software Developer
6 14 (24.56%) Computer Engineer
7 13 (22.81%) Computer Vision Engineer
8 12 (21.05%) Computer Vision Developer
9 10 (17.54%) Python Developer
9 10 (17.54%) Python Engineer
10 8 (14.04%) Java Developer
11 6 (10.53%) Java Engineer
11 6 (10.53%) Research Scientist
12 5 (8.77%) Java Software Engineer
12 5 (8.77%) Python Software Engineer
13 4 (7.02%) Full Stack Developer
13 4 (7.02%) Java Software Developer
14 3 (5.26%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 43 (75.44%) Natural Language Processing
2 6 (10.53%) Keras
3 3 (5.26%) Caffe
3 3 (5.26%) scikit-learn
3 3 (5.26%) Swing
4 2 (3.51%) NumPy
4 2 (3.51%) OpenCV
4 2 (3.51%) OpenNLP
4 2 (3.51%) Pandas
4 2 (3.51%) SciPy
5 1 (1.75%) Matplotlib
5 1 (1.75%) SpaCy
5 1 (1.75%) Torch
Miscellaneous
1 48 (84.21%) Algorithms
2 5 (8.77%) Computer Science
3 3 (5.26%) Greenfield Project
3 3 (5.26%) Robotics
4 1 (1.75%) Virtual Team
Operating Systems
1 1 (1.75%) Linux
1 1 (1.75%) Robot Operating System
Processes & Methodologies
1 55 (96.49%) Deep Learning
2 54 (94.74%) Machine Learning
3 47 (82.46%) Artificial Intelligence
4 42 (73.68%) Computer Vision
5 40 (70.18%) Bayesian Methods
5 40 (70.18%) Biology
5 40 (70.18%) Computational Biology
5 40 (70.18%) Computational Linguistics
5 40 (70.18%) Distributed Algorithms
5 40 (70.18%) Multithreading
5 40 (70.18%) Probabilistic Modelling
5 40 (70.18%) Reinforcement Learning
6 39 (68.42%) Software Engineering
7 9 (15.79%) Mathematics
8 7 (12.28%) Analytics
9 4 (7.02%) Data Science
10 3 (5.26%) Statistics
11 2 (3.51%) Convolutional Neural Network
11 2 (3.51%) Mechatronics
11 2 (3.51%) Value Proposition
Programming Languages
1 54 (94.74%) Python
2 53 (92.98%) Java
3 49 (85.96%) C++
4 41 (71.93%) C
4 41 (71.93%) C#
5 6 (10.53%) MATLAB
6 3 (5.26%) Java 8
6 3 (5.26%) Java 9
7 1 (1.75%) Fortran
7 1 (1.75%) Scala
7 1 (1.75%) SQL
Qualifications
1 49 (85.96%) PhD
2 40 (70.18%) MPhil
3 2 (3.51%) Degree
4 1 (1.75%) Computer Science Degree
Vendors
1 5 (8.77%) Google