Period
to 18 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Hampshire 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 18 January 2018 with a comparison to the same period in the previous 2 years.

Machine Learning
South East > Hampshire
6 months to
18 Jan 2018
Same period 2017 Same period 2016
Rank 206 231 238
Rank change year-on-year +25 +7 +41
Permanent jobs citing Machine Learning 56 27 31
As % of all permanent IT jobs advertised in Hampshire 0.81% 0.43% 0.45%
As % of the Processes & Methodologies category 0.94% 0.50% 0.51%
Number of salaries quoted 57 25 31
Hampshire median annual salary £45,000 £40,000 £50,000
Median salary % change year-on-year +12.50% -20.00% +25.00%
10th Percentile £26,250 £27,500 £31,000
90th Percentile £70,000 £60,750 £72,500
South East median annual salary £55,000 £50,000 £55,000
% change year-on-year +10.00% -9.09% +22.22%

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 Hampshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Hampshire
Permanent vacancies with a requirement for process or methodology skills 5,985 5,453 6,046
As % of all permanent IT jobs advertised in Hampshire 86.79% 86.96% 87.04%
Number of salaries quoted 5,085 4,609 5,250
Hampshire median annual salary £42,500 £42,500 £42,500
10th Percentile £26,250 £26,250 £26,250
90th Percentile £65,000 £63,750 £63,750
South East median annual salary £45,000 £45,000 £45,000

Machine Learning
Job Vacancy Trend in Hampshire

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

Job vacancy trend for Machine Learning in Hampshire

Machine Learning
Salary Trend in Hampshire

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

Salary trend for Machine Learning in Hampshire

Machine Learning
Salary Histogram in Hampshire

The salary distribution of IT jobs citing Machine Learning in Hampshire over the 6 months to 18 January 2018.

Salary histogram for Machine Learning in Hampshire

Machine Learning
Job Locations in Hampshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Machine Learning within the Hampshire region over the 6 months to 18 January 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
Southampton +1 34 £40,000 -20.00% 2
Fareham - 7 £45,000 - 2
Gosport - 4 £70,000 -
Basingstoke - 4 £55,000 - 2
Farnborough - 4 £65,000 -
Portsmouth -18 1 £58,000 +65.71%
Havant - 1 £85,000 - 1
Machine Learning
South East

For the 6 months to 18 January 2018, IT jobs citing Machine Learning also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Hampshire region with a requirement for Machine Learning.

1 28 (50.00%) C++
2 25 (44.64%) Software Engineering
3 20 (35.71%) Python
3 20 (35.71%) PhD
4 19 (33.93%) Java
4 19 (33.93%) SQL
5 17 (30.36%) Mathematics
5 17 (30.36%) Physics
6 16 (28.57%) Algorithms
7 14 (25.00%) Computer Science
8 13 (23.21%) Linux
9 12 (21.43%) Oracle
10 11 (19.64%) Degree
10 11 (19.64%) Computer Science Degree
10 11 (19.64%) Big Data
11 10 (17.86%) Mathematical Modelling
11 10 (17.86%) Data Analysis
11 10 (17.86%) PL/SQL
11 10 (17.86%) .NET
12 8 (14.29%) C
12 8 (14.29%) Change Management
12 8 (14.29%) Jenkins
12 8 (14.29%) Oracle Database
12 8 (14.29%) Relational Database
13 7 (12.50%) OO
14 6 (10.71%) Electronics
14 6 (10.71%) Chemistry
14 6 (10.71%) OOP
14 6 (10.71%) C#
14 6 (10.71%) JavaScript

Machine Learning
Co-occurring IT Skills in Hampshire 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 4 (7.14%) Oracle Self-Service HR
2 1 (1.79%) Apache Pig
2 1 (1.79%) Apache Spark
2 1 (1.79%) Confluence
2 1 (1.79%) Elasticsearch
2 1 (1.79%) SAS
Applications
1 1 (1.79%) SPSS
Business Applications
1 4 (7.14%) Oracle EBS
1 4 (7.14%) Oracle EBS R12
1 4 (7.14%) Oracle Payroll
Cloud Services
1 4 (7.14%) SaaS
2 3 (5.36%) Amazon AWS
3 1 (1.79%) Microsoft Azure
Communications & Networking
1 1 (1.79%) Internet
Database & Business Intelligence
1 11 (19.64%) Big Data
2 8 (14.29%) Oracle Database
2 8 (14.29%) Relational Database
3 4 (7.14%) MySQL
3 4 (7.14%) RDBMS
4 2 (3.57%) Hadoop
4 2 (3.57%) InfluxDB
4 2 (3.57%) MongoDB
4 2 (3.57%) Neo4j
4 2 (3.57%) Redis
5 1 (1.79%) Apache Cassandra
5 1 (1.79%) Apache Hive
5 1 (1.79%) Geospatial Data
5 1 (1.79%) SQL Server
Development Applications
1 8 (14.29%) Jenkins
2 4 (7.14%) Git (software)
2 4 (7.14%) Selenium
3 1 (1.79%) JIRA
General
1 6 (10.71%) Electronics
2 4 (7.14%) Finance
3 3 (5.36%) Manufacturing
4 1 (1.79%) Military
Job Titles
1 22 (39.29%) Software Engineer
2 16 (28.57%) Machine Learning Engineer
3 11 (19.64%) Data Scientist
3 11 (19.64%) Developer
4 10 (17.86%) C++ Software Engineer
4 10 (17.86%) Graduate
4 10 (17.86%) Graduate C++ Software Engineer
4 10 (17.86%) Graduate Software Engineer
5 5 (8.93%) Delphi Developer
6 4 (7.14%) Oracle Developer
6 4 (7.14%) Oracle Specialist
7 1 (1.79%) Architect
7 1 (1.79%) C# Software Engineer
7 1 (1.79%) Data Engineer
7 1 (1.79%) Data Manager
7 1 (1.79%) Hadoop Developer
7 1 (1.79%) Hadoop Engineer
7 1 (1.79%) PHP Developer
7 1 (1.79%) Research Scientist
7 1 (1.79%) Solutions Architect
Libraries, Frameworks & Software Standards
1 10 (17.86%) .NET
2 4 (7.14%) AngularJS
3 2 (3.57%) Apache Cordova
3 2 (3.57%) CSS
3 2 (3.57%) HTML
4 1 (1.79%) J2EE
4 1 (1.79%) Kafka
4 1 (1.79%) Natural Language Processing
4 1 (1.79%) REST
4 1 (1.79%) Web Services
Miscellaneous
1 16 (28.57%) Algorithms
2 14 (25.00%) Computer Science
3 5 (8.93%) Analytical Skills
4 1 (1.79%) Cloud Native
4 1 (1.79%) Internet of Things
4 1 (1.79%) Management Information System
4 1 (1.79%) Robotics
Operating Systems
1 13 (23.21%) Linux
2 4 (7.14%) Windows
Processes & Methodologies
1 25 (44.64%) Software Engineering
2 17 (30.36%) Mathematics
2 17 (30.36%) Physics
3 10 (17.86%) Data Analysis
3 10 (17.86%) Mathematical Modelling
4 8 (14.29%) Change Management
5 7 (12.50%) OO
6 6 (10.71%) Chemistry
6 6 (10.71%) Innovative Thinking
6 6 (10.71%) OOP
7 4 (7.14%) Artificial Intelligence
7 4 (7.14%) Continuous Integration
7 4 (7.14%) Cybersecurity
7 4 (7.14%) Database Theory
7 4 (7.14%) MVC
7 4 (7.14%) Relational Database Theory
7 4 (7.14%) Statistical Analysis
8 3 (5.36%) Agile Software Development
8 3 (5.36%) Open Source
8 3 (5.36%) TDD
Programming Languages
1 28 (50.00%) C++
2 20 (35.71%) Python
3 19 (33.93%) Java
3 19 (33.93%) SQL
4 10 (17.86%) PL/SQL
5 8 (14.29%) C
6 6 (10.71%) C#
6 6 (10.71%) JavaScript
7 5 (8.93%) Delphi
8 4 (7.14%) R
9 2 (3.57%) Go
9 2 (3.57%) PHP
10 1 (1.79%) Ada
10 1 (1.79%) Ada 95
Qualifications
1 20 (35.71%) PhD
2 11 (19.64%) Computer Science Degree
2 11 (19.64%) Degree
3 5 (8.93%) SC Cleared
3 5 (8.93%) Security Cleared
System Software
1 2 (3.57%) Docker
Systems Management
1 1 (1.79%) Hadoop YARN
Vendors
1 12 (21.43%) Oracle
2 2 (3.57%) Xamarin