Period
to 12 December 2018

The following table provides summary statistics for permanent job vacancies advertised in East Sussex 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 12 December 2018 with a comparison to the same period in the previous 2 years.

Keras
South East > East Sussex
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 127 - -
Rank change year-on-year - - -
Permanent jobs citing Keras 9 0 0
As % of all permanent IT jobs advertised in East Sussex 0.44% - -
As % of the Libraries, Frameworks & Software Standards category 0.80% - -
Number of salaries quoted 0 0 0
East Sussex median annual salary - - -
South East median annual salary £65,000 £55,000 -
% change year-on-year +18.18% - -

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

All Software Libraries and Frameworks
East Sussex
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 1,127 1,106 811
As % of all permanent IT jobs advertised in East Sussex 54.52% 53.56% 42.02%
Number of salaries quoted 993 1,027 718
East Sussex median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +3.66%
10th Percentile £31,250 £27,500 £26,250
90th Percentile £65,000 £62,500 £67,500
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +2.27%

Keras
Job Vacancy Trend in East Sussex

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

Job vacancy trend for Keras in East Sussex

Keras
Job Locations in East Sussex

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Keras within the East Sussex region over the 6 months to 12 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
Brighton - 9 - -
Keras
South East

For the 6 months to 12 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 East Sussex region with a requirement for Keras.

1 9 (100.00%) Linux
1 9 (100.00%) Python
1 9 (100.00%) Data Warehouse
1 9 (100.00%) Shell Script
1 9 (100.00%) Continuous Integration
1 9 (100.00%) TeamCity
1 9 (100.00%) Git (software)
1 9 (100.00%) Scala
1 9 (100.00%) Hadoop
1 9 (100.00%) Apache Hive
1 9 (100.00%) MapReduce
1 9 (100.00%) Machine Learning
1 9 (100.00%) Big Data
1 9 (100.00%) Hortonworks
1 9 (100.00%) Cloudera
1 9 (100.00%) Kafka
1 9 (100.00%) Apache Flume
1 9 (100.00%) Sqoop
1 9 (100.00%) Jenkins
1 9 (100.00%) Go
1 9 (100.00%) Deep Learning
1 9 (100.00%) Java
1 9 (100.00%) Impala
1 9 (100.00%) Hadoop YARN
1 9 (100.00%) MLlib
1 9 (100.00%) TensorFlow
2 7 (77.78%) Data Engineering
2 7 (77.78%) Software Delivery
2 7 (77.78%) User Experience
2 7 (77.78%) Analytics

Keras
Co-occurring IT Skills in East Sussex 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:

Database & Business Intelligence
1 9 (100.00%) Apache Hive
1 9 (100.00%) Big Data
1 9 (100.00%) Data Warehouse
1 9 (100.00%) Hadoop
1 9 (100.00%) Impala
1 9 (100.00%) Sqoop
2 7 (77.78%) PostgreSQL
Development Applications
1 9 (100.00%) Git (software)
1 9 (100.00%) Jenkins
1 9 (100.00%) TeamCity
2 2 (22.22%) JUnit
General
1 2 (22.22%) Marketing
Job Titles
1 9 (100.00%) Big Data Engineer
1 9 (100.00%) Data Engineer
1 9 (100.00%) Hadoop Engineer
2 7 (77.78%) Senior Data Engineer
2 7 (77.78%) Senior Hadoop Engineer
Libraries, Frameworks & Software Standards
1 9 (100.00%) Kafka
1 9 (100.00%) MLlib
1 9 (100.00%) TensorFlow
Miscellaneous
1 7 (77.78%) User Experience
2 2 (22.22%) Greenfield Project
Operating Systems
1 9 (100.00%) Linux
Processes & Methodologies
1 9 (100.00%) Continuous Integration
1 9 (100.00%) Deep Learning
1 9 (100.00%) Machine Learning
1 9 (100.00%) MapReduce
2 7 (77.78%) Agile Software Development
2 7 (77.78%) Analytics
2 7 (77.78%) Data Engineering
2 7 (77.78%) Operations Research
2 7 (77.78%) Software Delivery
3 2 (22.22%) Data Science
3 2 (22.22%) Digital Marketing
Programming Languages
1 9 (100.00%) Go
1 9 (100.00%) Java
1 9 (100.00%) Python
1 9 (100.00%) Scala
1 9 (100.00%) Shell Script
System Software
1 9 (100.00%) Apache Flume
2 2 (22.22%) HDFS
Systems Management
1 9 (100.00%) Hadoop YARN
Vendors
1 9 (100.00%) Cloudera
1 9 (100.00%) Hortonworks