Period
to 24 June 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 24 June 2018 with a comparison to the same period in the previous 2 years.

Machine Learning
South East > East Sussex
6 months to
24 Jun 2018
Same period 2017 Same period 2016
Rank 86 117 -
Rank change year-on-year +31 - +157
Permanent jobs citing Machine Learning 57 9 0
As % of all permanent IT jobs advertised in East Sussex 2.61% 0.51% -
As % of the Processes & Methodologies category 3.03% 0.57% -
Number of salaries quoted 18 5 0
East Sussex median annual salary £46,250 £70,000 -
Median salary % change year-on-year -33.93% - -
South East median annual salary £55,000 £52,500 £52,500
% change year-on-year +4.76% - +10.53%

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 1,880 1,586 1,815
As % of all permanent IT jobs advertised in East Sussex 86.24% 89.66% 86.76%
Number of salaries quoted 1,587 1,404 1,579
East Sussex median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £30,000 £27,500 £25,000
90th Percentile £67,500 £65,000 £70,000
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 24 June 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 24 June 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 +30 57 £46,250 -33.93%
Machine Learning
South East

For the 6 months to 24 June 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 47 (82.46%) Big Data
2 45 (78.95%) Kafka
2 45 (78.95%) Hadoop
2 45 (78.95%) Java
3 44 (77.19%) Git (software)
4 43 (75.44%) Linux
4 43 (75.44%) Python
5 42 (73.68%) Scala
6 40 (70.18%) Sqoop
6 40 (70.18%) Jenkins
6 40 (70.18%) Go
6 40 (70.18%) Deep Learning
6 40 (70.18%) Impala
6 40 (70.18%) Hadoop YARN
6 40 (70.18%) Data Warehouse
6 40 (70.18%) Shell Script
6 40 (70.18%) Continuous Integration
6 40 (70.18%) TeamCity
6 40 (70.18%) Apache Hive
6 40 (70.18%) Apache Flume
6 40 (70.18%) Hortonworks
6 40 (70.18%) Cloudera
6 40 (70.18%) MapReduce
7 38 (66.67%) MLlib
8 37 (64.91%) TensorFlow
8 37 (64.91%) Keras
9 34 (59.65%) Agile Software Development
10 30 (52.63%) Analytics
11 28 (49.12%) Operations Research
12 27 (47.37%) Data Engineering

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 (10.53%) Apache Spark
Cloud Services
1 3 (5.26%) Serverless
Communications & Networking
1 3 (5.26%) HTTP
Database & Business Intelligence
1 47 (82.46%) Big Data
2 45 (78.95%) Hadoop
3 40 (70.18%) Apache Hive
3 40 (70.18%) Data Warehouse
3 40 (70.18%) Impala
3 40 (70.18%) Sqoop
4 24 (42.11%) PostgreSQL
5 4 (7.02%) MySQL
5 4 (7.02%) NoSQL
6 3 (5.26%) HBase
7 1 (1.75%) Data Mining
Development Applications
1 44 (77.19%) Git (software)
2 40 (70.18%) Jenkins
2 40 (70.18%) TeamCity
3 13 (22.81%) JUnit
General
1 16 (28.07%) Marketing
2 1 (1.75%) Finance
Job Titles
1 40 (70.18%) Data Engineer
2 38 (66.67%) Hadoop Engineer
3 36 (63.16%) Big Data Engineer
4 22 (38.60%) Senior Data Engineer
4 22 (38.60%) Senior Hadoop Engineer
5 9 (15.79%) Developer
6 5 (8.77%) Architect
6 5 (8.77%) Solutions Architect
7 4 (7.02%) Java Developer
7 4 (7.02%) Java Software Developer
7 4 (7.02%) Senior Developer
7 4 (7.02%) Senior Java Developer
7 4 (7.02%) Senior Java Software Developer
7 4 (7.02%) Senior Software Developer
7 4 (7.02%) Software Developer
8 3 (5.26%) C# Developer
8 3 (5.26%) Data Scientist
8 3 (5.26%) Full Stack Developer
8 3 (5.26%) Java Engineer
8 3 (5.26%) MapReduce Engineer
Libraries, Frameworks & Software Standards
1 45 (78.95%) Kafka
2 38 (66.67%) MLlib
3 37 (64.91%) Keras
3 37 (64.91%) TensorFlow
4 4 (7.02%) AngularJS
5 3 (5.26%) .NET
5 3 (5.26%) ASP.NET Web API
6 1 (1.75%) Angular 2
6 1 (1.75%) DOM
6 1 (1.75%) Electron Framework
6 1 (1.75%) GraphQL
6 1 (1.75%) Immutable.js
6 1 (1.75%) Natural Language Processing
6 1 (1.75%) Node.js
6 1 (1.75%) React Native
6 1 (1.75%) Redux
6 1 (1.75%) scikit-learn
6 1 (1.75%) Vue (Vue.js)
Miscellaneous
1 25 (43.86%) User Experience
2 13 (22.81%) Greenfield Project
Operating Systems
1 43 (75.44%) Linux
Processes & Methodologies
1 40 (70.18%) Continuous Integration
1 40 (70.18%) Deep Learning
1 40 (70.18%) MapReduce
2 34 (59.65%) Agile Software Development
3 30 (52.63%) Analytics
4 28 (49.12%) Operations Research
5 27 (47.37%) Data Engineering
6 24 (42.11%) Software Delivery
7 16 (28.07%) Data Science
8 13 (22.81%) Digital Marketing
9 7 (12.28%) Microservices
10 4 (7.02%) OOD
10 4 (7.02%) Software Engineering
11 3 (5.26%) MVC
11 3 (5.26%) OO
11 3 (5.26%) OOP
11 3 (5.26%) Open Source
11 3 (5.26%) Software Architecture
11 3 (5.26%) Validation
11 3 (5.26%) Web Development
Programming Languages
1 45 (78.95%) Java
2 43 (75.44%) Python
3 42 (73.68%) Scala
4 40 (70.18%) Go
4 40 (70.18%) Shell Script
5 7 (12.28%) JavaScript
6 5 (8.77%) SQL
7 3 (5.26%) C#
7 3 (5.26%) R
8 2 (3.51%) C++
9 1 (1.75%) C
Qualifications
1 2 (3.51%) Degree
2 1 (1.75%) PhD
System Software
1 40 (70.18%) Apache Flume
2 16 (28.07%) HDFS
3 3 (5.26%) Docker
Systems Management
1 40 (70.18%) Hadoop YARN
2 3 (5.26%) Kubernetes
2 3 (5.26%) Prometheus
Vendors
1 40 (70.18%) Cloudera
1 40 (70.18%) Hortonworks