The table below looks at the statistics for Machine Learning skills in IT jobs advertised for the Hampshire region. Included is a guide to the salaries offered in IT jobs that have cited Machine Learning over the 3 months to 28 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 May 2016
Same period 2015 Same period 2014
Machine Learning
Rank 168 198 193
Rank change year-on-year
+30 -5
Permanent jobs citing Machine Learning 15 7 9
As % of all permanent IT jobs located in Hampshire 0.45% 0.19% 0.23%
As % of the Processes & Methodologies category 0.54% 0.22% 0.27%
Number of salaries quoted 15 7 9
Median salary £50,000 £45,500 £42,500
Median salary % change year-on-year
+9.89% +7.05%
UK excluding London median salary £50,000 £50,000 £42,500
% change year-on-year
- +17.64%
Machine Learning
South East

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Hampshire region.

Processes & Methodologies Category
Hampshire
Permanent IT job ads with a match in the
Processes & Methodologies category
2788 3130 3290
As % of all permanent IT jobs located in Hampshire 84.43% 84.75% 83.40%
Number of salaries quoted 2431 2549 2803
Median salary £42,500 £44,000 £42,500
Median salary % change year-on-year
-3.40% +3.52%
90% offered a salary of more than £28,000 £29,000 £27,500
10% offered a salary of more than £60,500 £60,000 £60,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Machine Learning
Jobs Demand Trend in Hampshire

The demand trend of job ads across the Hampshire region citing Machine Learning as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Machine Learning Jobs Demand Trend 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 across the Hampshire region.

Machine Learning Salary Trend in Hampshire

Machine Learning
Salary Histogram in Hampshire

This chart provides a salary histogram for IT jobs citing Machine Learning across the Hampshire region over the 3 months to 28 May 2016.

Machine Learning Salary Histogram 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 3 months to 28 May 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Southampton +12 7 £47,500 +18.75%
Basingstoke -5 6 £57,500 -17.85% 1
Romsey - 2 £35,000 - 1
Machine Learning
South East

Machine Learning
Top 30 Related IT Skills in Hampshire

For the 6 months to 28 May 2016, 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 18 (58.06%) Big Data
2 17 (54.84%) Python
3 16 (51.61%) Software Engineering
4 15 (48.39%) R
5 14 (45.16%) SQL
6 13 (41.94%) Algorithms
7 12 (38.71%) C++
7 12 (38.71%) Statistics
8 11 (35.48%) Mathematics
8 11 (35.48%) PhD
9 10 (32.26%) Agile Software Development
9 10 (32.26%) Physics
10 9 (29.03%) Business Intelligence
10 9 (29.03%) Analytics
11 8 (25.81%) Data Mining
11 8 (25.81%) Amazon AWS
12 7 (22.58%) Hadoop
12 7 (22.58%) Microsoft Azure
12 7 (22.58%) C#
13 6 (19.35%) Java
13 6 (19.35%) Scrum
13 6 (19.35%) TDD
13 6 (19.35%) Neural Network
13 6 (19.35%) Visualisation
13 6 (19.35%) Data Visualisation
13 6 (19.35%) Open Source
14 5 (16.13%) SaaS
14 5 (16.13%) Continuous Improvement
14 5 (16.13%) Statistical Analysis
14 5 (16.13%) Finance

Machine Learning
Top Related 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 5 (16.13%) Elasticsearch
2 4 (12.90%) Apache Spark
3 1 (3.23%) Apache Pig
3 1 (3.23%) JBoss
3 1 (3.23%) SAS
3 1 (3.23%) Tomcat
3 1 (3.23%) WebLogic
Applications
1 3 (9.68%) MS Excel
1 3 (9.68%) MS PowerPoint
Business Applications
1 4 (12.90%) SAP Oil and Gas
Cloud Services
1 8 (25.81%) Amazon AWS
2 7 (22.58%) Microsoft Azure
3 5 (16.13%) SaaS
4 2 (6.45%) PaaS
5 1 (3.23%) Cloud Computing
5 1 (3.23%) IaaS
Communications & Networking
1 1 (3.23%) AMQP
1 1 (3.23%) Firewall
1 1 (3.23%) Internet
1 1 (3.23%) TCP/IP
Database & Business Intelligence
1 18 (58.06%) Big Data
2 8 (25.81%) Data Mining
3 7 (22.58%) Hadoop
4 3 (9.68%) Apache Cassandra
4 3 (9.68%) MySQL
4 3 (9.68%) QlikView
5 1 (3.23%) Apache Hive
5 1 (3.23%) NoSQL
5 1 (3.23%) PowerPivot
5 1 (3.23%) SQL Server
Development Applications
1 1 (3.23%) Vagrant
General
1 5 (16.13%) Finance
2 4 (12.90%) Electronics
2 4 (12.90%) Manufacturing
2 4 (12.90%) Marketing
2 4 (12.90%) Telecoms
Job Titles
1 15 (48.39%) Data Scientist
2 8 (25.81%) Software Engineer
3 7 (22.58%) Machine Learning Engineer
4 3 (9.68%) Analyst
4 3 (9.68%) C++ Software Engineer
4 3 (9.68%) Cloud Engineer
4 3 (9.68%) Cloud Software Engineer
4 3 (9.68%) Python Software Engineer
4 3 (9.68%) Senior Analyst
5 2 (6.45%) Architect
5 2 (6.45%) Insight Analyst
5 2 (6.45%) Machine Learning Scientist
5 2 (6.45%) Machine Learning Specialist
5 2 (6.45%) MATLAB Engineer
5 2 (6.45%) Performance Analyst
5 2 (6.45%) Senior Insight Analyst
5 2 (6.45%) Senior Performance Analyst
6 1 (3.23%) Java Applications Architect
6 1 (3.23%) Research Scientist
6 1 (3.23%) Systems Engineer
Libraries, Frameworks & Software Standards
1 5 (16.13%) .NET
2 4 (12.90%) Web Services
3 3 (9.68%) AngularJS
3 3 (9.68%) JSON
3 3 (9.68%) RabbitMQ
3 3 (9.68%) REST
3 3 (9.68%) scikit-learn
4 2 (6.45%) HTML
5 1 (3.23%) HTML5
5 1 (3.23%) jQuery
5 1 (3.23%) LAMP
5 1 (3.23%) Natural Language Processing
5 1 (3.23%) WebSockets
Miscellaneous
1 13 (41.94%) Algorithms
2 12 (38.71%) Statistics
3 11 (35.48%) Mathematics
4 10 (32.26%) Physics
5 6 (19.35%) Neural Network
5 6 (19.35%) Visualisation
6 5 (16.13%) Analytical Skills
7 4 (12.90%) PlayStation
7 4 (12.90%) Xbox
8 3 (9.68%) Artificial Intelligence
9 2 (6.45%) Computer Science
10 1 (3.23%) Credit Risk
10 1 (3.23%) Cryptography
10 1 (3.23%) Internet of Things
10 1 (3.23%) Machine to Machine
10 1 (3.23%) Smart Energy
Operating Systems
1 2 (6.45%) Linux
2 1 (3.23%) Unix
2 1 (3.23%) Windows
Processes & Methodologies
1 16 (51.61%) Software Engineering
2 10 (32.26%) Agile Software Development
3 9 (29.03%) Analytics
3 9 (29.03%) Business Intelligence
4 6 (19.35%) Data Visualisation
4 6 (19.35%) Open Source
4 6 (19.35%) Scrum
4 6 (19.35%) TDD
5 5 (16.13%) Continuous Improvement
5 5 (16.13%) Data Munging
5 5 (16.13%) Linear Algebra
5 5 (16.13%) Statistical Analysis
6 4 (12.90%) Digital Marketing
6 4 (12.90%) Kanban
6 4 (12.90%) Pair Programming
6 4 (12.90%) Programme Management
6 4 (12.90%) Statistical Modelling
7 3 (9.68%) Bayesian Methods
8 2 (6.45%) Information Security
8 2 (6.45%) Stakeholder Management
Programming Languages
1 17 (54.84%) Python
2 15 (48.39%) R
3 14 (45.16%) SQL
4 12 (38.71%) C++
5 7 (22.58%) C#
6 6 (19.35%) Java
7 5 (16.13%) MATLAB
8 3 (9.68%) C
8 3 (9.68%) JavaScript
9 2 (6.45%) Julia
10 1 (3.23%) Bourne shell
10 1 (3.23%) Perl
10 1 (3.23%) PL/SQL
10 1 (3.23%) VB.NET
10 1 (3.23%) VBA
Qualifications
1 11 (35.48%) PhD
2 4 (12.90%) Degree
3 1 (3.23%) CISSP
3 1 (3.23%) SC Cleared
3 1 (3.23%) Security Cleared
Quality Assurance & Compliance
1 1 (3.23%) HIPAA
1 1 (3.23%) ISO/IEC 27001
1 1 (3.23%) PCI DSS
System Software
1 1 (3.23%) Docker
Systems Management
1 3 (9.68%) logstash
1 3 (9.68%) StatsD
2 1 (3.23%) Kubernetes
Vendors
1 4 (12.90%) SAP
1 4 (12.90%) Splunk
2 3 (9.68%) Microsoft
3 2 (6.45%) New Relic
4 1 (3.23%) Oracle
4 1 (3.23%) Salesforce.com
4 1 (3.23%) Tableau
Romsey, Hampshire
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Salary: £25000 - £45000 per annum + benefits & training
Posted: Yesterday
Basingstoke, Hampshire
People Source Consulting
Salary: £45000 - £60000 per annum + amazing benefits
Posted: 3 days ago