Period
to 10 December 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 10 December 2018 with a comparison to the same period in the previous 2 years.

Keras
South East > Oxfordshire
6 months to
10 Dec 2018
Same period 2017 Same period 2016
Rank 152 - -
Rank change year-on-year - - -
Permanent jobs citing Keras 6 0 0
As % of all permanent IT jobs advertised in Oxfordshire 0.24% - -
As % of the Libraries, Frameworks & Software Standards category 0.50% - -
Number of salaries quoted 5 0 0
Oxfordshire median annual salary £65,000 - -
South East median annual salary £62,500 £55,000 -
% change year-on-year +13.64% - -

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 1,209 1,493 1,316
As % of all permanent IT jobs advertised in Oxfordshire 47.47% 48.46% 46.44%
Number of salaries quoted 1,060 1,303 1,115
Oxfordshire median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +2.27%
10th Percentile £32,500 £31,250 £30,000
90th Percentile £70,000 £72,500 £63,750
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +2.27%

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 Trend in Oxfordshire

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

Salary 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 10 December 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 10 December 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 - 3 £65,000 -
Abingdon - 1 - -
Keras
South East

For the 6 months to 10 December 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 5 (83.33%) Artificial Intelligence
3 3 (50.00%) Computer Science
3 3 (50.00%) Java
3 3 (50.00%) Caffe
4 2 (33.33%) scikit-learn
4 2 (33.33%) Value Proposition
4 2 (33.33%) Computer Vision
4 2 (33.33%) Data Science
4 2 (33.33%) PhD
4 2 (33.33%) Publishing
4 2 (33.33%) Text Mining
4 2 (33.33%) Statistics
4 2 (33.33%) OpenNLP
4 2 (33.33%) OpenCV
4 2 (33.33%) SaaS
4 2 (33.33%) Robotics
4 2 (33.33%) Mechatronics
4 2 (33.33%) Mathematics
4 2 (33.33%) C++
4 2 (33.33%) Natural Language Processing
5 1 (16.67%) SciPy
5 1 (16.67%) NumPy
5 1 (16.67%) Analytics
5 1 (16.67%) Information Retrieval
5 1 (16.67%) Knowledge Discovery
5 1 (16.67%) Pandas

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 2 (33.33%) SaaS
Database & Business Intelligence
1 2 (33.33%) Text Mining
General
1 2 (33.33%) Publishing
Job Titles
1 1 (16.67%) Chief Technology Officer
1 1 (16.67%) Data Scientist
1 1 (16.67%) Developer
1 1 (16.67%) Head of Development
1 1 (16.67%) Head of Software Development
1 1 (16.67%) Machine Learning Developer
1 1 (16.67%) Machine Learning Engineer
1 1 (16.67%) Research Engineer
Libraries, Frameworks & Software Standards
1 6 (100.00%) TensorFlow
2 3 (50.00%) Caffe
3 2 (33.33%) Natural Language Processing
3 2 (33.33%) OpenCV
3 2 (33.33%) OpenNLP
3 2 (33.33%) scikit-learn
4 1 (16.67%) NumPy
4 1 (16.67%) Pandas
4 1 (16.67%) SciPy
4 1 (16.67%) SpaCy
Miscellaneous
1 2 (33.33%) Robotics
2 1 (16.67%) Algorithms
Operating Systems
1 1 (16.67%) Linux
Processes & Methodologies
1 6 (100.00%) Deep Learning
1 6 (100.00%) Machine Learning
2 5 (83.33%) Artificial Intelligence
3 3 (50.00%) Computer Science
4 2 (33.33%) Computer Vision
4 2 (33.33%) Data Science
4 2 (33.33%) Mathematics
4 2 (33.33%) Mechatronics
4 2 (33.33%) Statistics
4 2 (33.33%) Value Proposition
5 1 (16.67%) Analytics
5 1 (16.67%) Complexity Analysis
5 1 (16.67%) Convolutional Neural Network
5 1 (16.67%) Data Analysis
5 1 (16.67%) Information Retrieval
5 1 (16.67%) Knowledge Discovery
5 1 (16.67%) Simultaneous Localization and Mapping
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++
Qualifications
1 2 (33.33%) PhD
2 1 (16.67%) Computer Science Degree
2 1 (16.67%) Degree