Period
to 19 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Oxfordshire with a requirement for Keras skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Keras over the 6 months to 19 October 2018 with a comparison to the same period in the previous 2 years.

Keras
South East > Oxfordshire
6 months to
19 Oct 2018
Same period 2017 Same period 2016
Rank 165 - -
Rank change year-on-year - - -
Permanent jobs citing Keras 6 0 0
As % of all permanent IT jobs advertised in Oxfordshire 0.22% - -
As % of the Libraries, Frameworks & Software Standards category 0.43% - -
Number of salaries quoted 4 0 0
Oxfordshire median annual salary £62,500 - -
South East median annual salary £60,000 £50,000 -
% change year-on-year +20.00% - -

Keras 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 1,386 1,323 1,491
As % of all permanent IT jobs advertised in Oxfordshire 50.83% 47.62% 48.05%
Number of salaries quoted 1,219 1,128 1,259
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 £70,250 £63,750
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +5.88%

Keras
Job Vacancy Trend in Oxfordshire

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

Job vacancy trend for Keras in Oxfordshire

Keras
Salary Histogram in Oxfordshire

The salary distribution of IT jobs citing Keras in Oxfordshire over the 6 months to 19 October 2018.

Salary histogram for Keras in Oxfordshire

Keras
Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Keras within the Oxfordshire region over the 6 months to 19 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
Abingdon - 2 - -
Oxford - 2 £62,500 - 1
Keras
South East

For the 6 months to 19 October 2018, IT jobs citing Keras 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 Keras.

1 6 (100.00%) Python
1 6 (100.00%) Machine Learning
1 6 (100.00%) Deep Learning
1 6 (100.00%) TensorFlow
2 4 (66.67%) Artificial Intelligence
3 3 (50.00%) Text Mining
3 3 (50.00%) Statistics
3 3 (50.00%) Java
3 3 (50.00%) Computer Science
3 3 (50.00%) Natural Language Processing
3 3 (50.00%) Data Science
3 3 (50.00%) scikit-learn
4 2 (33.33%) Value Proposition
4 2 (33.33%) Caffe
4 2 (33.33%) Pandas
4 2 (33.33%) Computer Vision
4 2 (33.33%) C++
4 2 (33.33%) SciPy
4 2 (33.33%) NumPy
4 2 (33.33%) OpenNLP
4 2 (33.33%) OpenCV
4 2 (33.33%) Publishing
4 2 (33.33%) PhD
4 2 (33.33%) Robotics
4 2 (33.33%) Mechatronics
4 2 (33.33%) Mathematics
5 1 (16.67%) Degree
5 1 (16.67%) Data Analysis
5 1 (16.67%) Software Engineering
5 1 (16.67%) Data Modelling

Keras
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:

Cloud Services
1 1 (16.67%) SaaS
Database & Business Intelligence
1 3 (50.00%) Text Mining
2 1 (16.67%) Data Mining
2 1 (16.67%) Geospatial Data
General
1 2 (33.33%) Publishing
Job Titles
1 2 (33.33%) Data Scientist
2 1 (16.67%) Developer
2 1 (16.67%) Machine Learning Developer
2 1 (16.67%) Machine Learning Engineer
2 1 (16.67%) Research Engineer
Libraries, Frameworks & Software Standards
1 6 (100.00%) TensorFlow
2 3 (50.00%) Natural Language Processing
2 3 (50.00%) scikit-learn
3 2 (33.33%) Caffe
3 2 (33.33%) NumPy
3 2 (33.33%) OpenCV
3 2 (33.33%) OpenNLP
3 2 (33.33%) Pandas
3 2 (33.33%) SciPy
4 1 (16.67%) Matplotlib
4 1 (16.67%) SpaCy
Miscellaneous
1 3 (50.00%) Computer Science
2 2 (33.33%) Robotics
3 1 (16.67%) Algorithms
3 1 (16.67%) Virtual Team
Operating Systems
1 1 (16.67%) Linux
Processes & Methodologies
1 6 (100.00%) Deep Learning
1 6 (100.00%) Machine Learning
2 4 (66.67%) Artificial Intelligence
3 3 (50.00%) Data Science
3 3 (50.00%) Statistics
4 2 (33.33%) Computer Vision
4 2 (33.33%) Mathematics
4 2 (33.33%) Mechatronics
4 2 (33.33%) Value Proposition
5 1 (16.67%) Agile Software Development
5 1 (16.67%) Analytics
5 1 (16.67%) Convolutional Neural Network
5 1 (16.67%) Data Analysis
5 1 (16.67%) Data Modelling
5 1 (16.67%) Information Retrieval
5 1 (16.67%) Knowledge Discovery
5 1 (16.67%) Project Management
5 1 (16.67%) Scrum
5 1 (16.67%) Software Engineering
5 1 (16.67%) Use Case
Programming Languages
1 6 (100.00%) Python
2 3 (50.00%) Java
3 2 (33.33%) C++
4 1 (16.67%) SQL
Qualifications
1 2 (33.33%) PhD
2 1 (16.67%) Computer Science Degree
2 1 (16.67%) Degree