Period
to 11 December 2018

The following table provides summary statistics for permanent job vacancies advertised in East Sussex with a requirement for Machine Learning skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Machine Learning over the 6 months to 11 December 2018 with a comparison to the same period in the previous 2 years.

Machine Learning
South East > East Sussex
6 months to
11 Dec 2018
Same period 2017 Same period 2016
Rank 104 137 125
Rank change year-on-year +33 -12 +28
Permanent jobs citing Machine Learning 34 6 4
As % of all permanent IT jobs advertised in East Sussex 1.64% 0.29% 0.21%
As % of the Processes & Methodologies category 1.85% 0.31% 0.23%
Number of salaries quoted 24 6 4
East Sussex median annual salary £40,000 £45,000 £44,000
Median salary % change year-on-year -11.11% +2.27% -2.22%
10th Percentile £27,300 £37,500 £31,850
90th Percentile £58,750 £65,000 £46,000
South East median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -2.91%

Machine Learning is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
East Sussex
Permanent vacancies with a requirement for process or methodology skills 1,835 1,926 1,748
As % of all permanent IT jobs advertised in East Sussex 88.52% 93.36% 90.90%
Number of salaries quoted 1,636 1,731 1,563
East Sussex median annual salary £46,000 £45,000 £45,000
Median salary % change year-on-year +2.22% - +5.88%
10th Percentile £31,250 £27,500 £26,250
90th Percentile £67,500 £65,000 £67,500
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

Machine Learning
Job Vacancy Trend in East Sussex

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

Job vacancy trend for Machine Learning in East Sussex

Machine Learning
Salary Trend in East Sussex

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Machine Learning in East Sussex.

Salary trend for Machine Learning in East Sussex

Machine Learning
Salary Histogram in East Sussex

The salary distribution of IT jobs citing Machine Learning in East Sussex over the 6 months to 11 December 2018.

Salary histogram for Machine Learning in East Sussex

Machine Learning
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 Machine Learning within the East Sussex region over the 6 months to 11 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 +29 30 £40,000 -11.11% 2
Hove - 1 - -
Machine Learning
South East

For the 6 months to 11 December 2018, IT jobs citing Machine Learning 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 Machine Learning.

1 20 (58.82%) Python
2 16 (47.06%) Software Engineering
3 14 (41.18%) Java
4 13 (38.24%) C#
4 13 (38.24%) Linux
4 13 (38.24%) Scala
4 13 (38.24%) Hadoop
5 12 (35.29%) Git (software)
5 12 (35.29%) AngularJS
6 11 (32.35%) Big Data
6 11 (32.35%) Hortonworks
6 11 (32.35%) Cloudera
6 11 (32.35%) Kafka
6 11 (32.35%) Jenkins
6 11 (32.35%) Go
6 11 (32.35%) Apache Hive
7 10 (29.41%) Continuous Integration
7 10 (29.41%) Web Development
7 10 (29.41%) .NET
7 10 (29.41%) MVC
7 10 (29.41%) ASP.NET Web API
8 9 (26.47%) Impala
8 9 (26.47%) Deep Learning
8 9 (26.47%) Analytics
8 9 (26.47%) Sqoop
8 9 (26.47%) Apache Flume
8 9 (26.47%) MapReduce
8 9 (26.47%) Hadoop YARN
8 9 (26.47%) MLlib
8 9 (26.47%) TensorFlow

Machine Learning
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:

Application Platforms
1 6 (17.65%) Apache Spark
Cloud Services
1 8 (23.53%) Microsoft Azure
2 1 (2.94%) Amazon AWS
Database & Business Intelligence
1 13 (38.24%) Hadoop
2 11 (32.35%) Apache Hive
2 11 (32.35%) Big Data
3 9 (26.47%) Data Warehouse
3 9 (26.47%) Impala
3 9 (26.47%) Sqoop
4 7 (20.59%) PostgreSQL
5 2 (5.88%) HBase
5 2 (5.88%) Relational Database
6 1 (2.94%) Power BI
Development Applications
1 12 (35.29%) Git (software)
2 11 (32.35%) Jenkins
3 9 (26.47%) TeamCity
4 2 (5.88%) CircleCI
4 2 (5.88%) CMake
4 2 (5.88%) GCC
4 2 (5.88%) JUnit
4 2 (5.88%) Visual Studio
General
1 4 (11.76%) Marketing
2 2 (5.88%) Automotive
Job Titles
1 14 (41.18%) Developer
2 12 (35.29%) Full Stack Developer
3 10 (29.41%) C# Developer
3 10 (29.41%) Senior Developer
4 9 (26.47%) Big Data Engineer
4 9 (26.47%) Data Engineer
4 9 (26.47%) Hadoop Engineer
5 8 (23.53%) Senior C# Developer
5 8 (23.53%) Senior Full Stack Developer
6 7 (20.59%) Senior Data Engineer
6 7 (20.59%) Senior Hadoop Engineer
7 4 (11.76%) Python Developer
8 3 (8.82%) Graduate
9 2 (5.88%) Architect
9 2 (5.88%) Big Data Architect
9 2 (5.88%) Data Architect
9 2 (5.88%) Data Scientist
9 2 (5.88%) Product Owner
9 2 (5.88%) Senior Python Developer
9 2 (5.88%) UI Developer
Libraries, Frameworks & Software Standards
1 12 (35.29%) AngularJS
2 11 (32.35%) Kafka
3 10 (29.41%) .NET
3 10 (29.41%) ASP.NET Web API
4 9 (26.47%) Keras
4 9 (26.47%) MLlib
4 9 (26.47%) TensorFlow
5 8 (23.53%) .NET Framework
5 8 (23.53%) CSS
5 8 (23.53%) Entity Framework
5 8 (23.53%) HTML
6 2 (5.88%) D3.js
6 2 (5.88%) ggplot2
6 2 (5.88%) Matplotlib
6 2 (5.88%) React
6 2 (5.88%) RESTful
6 2 (5.88%) Seaborn
Miscellaneous
1 7 (20.59%) Algorithms
1 7 (20.59%) Analytical Skills
1 7 (20.59%) User Experience
2 2 (5.88%) Greenfield Project
2 2 (5.88%) Linux Command Line
2 2 (5.88%) Robotics
Operating Systems
1 13 (38.24%) Linux
2 2 (5.88%) Unix
Processes & Methodologies
1 16 (47.06%) Software Engineering
2 10 (29.41%) Continuous Integration
2 10 (29.41%) MVC
2 10 (29.41%) Web Development
3 9 (26.47%) Agile Software Development
3 9 (26.47%) Analytics
3 9 (26.47%) Deep Learning
3 9 (26.47%) MapReduce
4 7 (20.59%) Data Engineering
4 7 (20.59%) Operations Research
4 7 (20.59%) Software Delivery
5 6 (17.65%) Data Science
6 5 (14.71%) Computer Science
6 5 (14.71%) Mathematics
7 4 (11.76%) Problem-Solving
8 3 (8.82%) Biology
8 3 (8.82%) Chemistry
8 3 (8.82%) Linear Regression
8 3 (8.82%) Mentoring
8 3 (8.82%) Physics
Programming Languages
1 20 (58.82%) Python
2 14 (41.18%) Java
3 13 (38.24%) C#
3 13 (38.24%) Scala
4 11 (32.35%) Go
5 9 (26.47%) Shell Script
6 6 (17.65%) SQL
7 5 (14.71%) C++
8 4 (11.76%) JavaScript
8 4 (11.76%) R
9 3 (8.82%) MATLAB
9 3 (8.82%) Perl
9 3 (8.82%) VB
10 2 (5.88%) C
Qualifications
1 4 (11.76%) Degree
1 4 (11.76%) Numerate Degree
2 3 (8.82%) PhD
Quality Assurance & Compliance
1 1 (2.94%) Data Quality
System Software
1 9 (26.47%) Apache Flume
2 2 (5.88%) Docker
2 2 (5.88%) HDFS
Systems Management
1 9 (26.47%) Hadoop YARN
2 2 (5.88%) Ansible
2 2 (5.88%) Kubernetes
Vendors
1 11 (32.35%) Cloudera
1 11 (32.35%) Hortonworks
2 1 (2.94%) Tableau