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 26 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Jul 2016
Same period 2015 Same period 2014
Machine Learning
Rank 172 173 191
Rank change year-on-year
+1 +18
Permanent jobs citing Machine Learning 12 15 7
As % of all permanent IT jobs located in Hampshire 0.35% 0.41% 0.18%
As % of the Processes & Methodologies category 0.40% 0.48% 0.21%
Number of salaries quoted 12 15 7
Median salary £35,000 £50,000 £42,500
Median salary % change year-on-year
-30.00% +17.64%
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
2982 3153 3309
As % of all permanent IT jobs located in Hampshire 85.96% 87.00% 84.03%
Number of salaries quoted 2616 2558 2658
Median salary £42,500 £45,000 £42,500
Median salary % change year-on-year
-5.55% +5.88%
90% offered a salary of more than £29,500 £29,000 £27,500
10% offered a salary of more than £65,000 £60,500 £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 26 July 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 26 July 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
Romsey - 5 £35,000 -
Portsmouth - 3 £30,000 -
Southampton -3 2 £46,250 +15.62% 2
Basingstoke -19 2 £57,500 -17.85%
Machine Learning
South East

Machine Learning
Top 30 Related IT Skills in Hampshire

For the 6 months to 26 July 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 21 (67.74%) Python
2 20 (64.52%) Software Engineering
3 16 (51.61%) C++
4 15 (48.39%) SQL
5 13 (41.94%) R
6 12 (38.71%) Big Data
6 12 (38.71%) Mathematics
7 11 (35.48%) C#
7 11 (35.48%) Agile Software Development
7 11 (35.48%) Algorithms
8 10 (32.26%) Statistics
9 9 (29.03%) Statistical Analysis
9 9 (29.03%) .NET
10 8 (25.81%) PhD
10 8 (25.81%) MATLAB
10 8 (25.81%) Physics
10 8 (25.81%) Microsoft Azure
10 8 (25.81%) Amazon AWS
11 7 (22.58%) Degree
11 7 (22.58%) Java
11 7 (22.58%) Business Intelligence
12 6 (19.35%) Analytical Skills
12 6 (19.35%) Analytics
12 6 (19.35%) Data Visualisation
12 6 (19.35%) Web Services
12 6 (19.35%) C
12 6 (19.35%) Finance
12 6 (19.35%) TDD
12 6 (19.35%) Scrum
12 6 (19.35%) Artificial Intelligence

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%) Apache Spark
2 3 (9.68%) Elasticsearch
3 1 (3.23%) JBoss
3 1 (3.23%) SAS
3 1 (3.23%) Tomcat
3 1 (3.23%) WebLogic
Applications
1 2 (6.45%) MS Excel
2 1 (3.23%) MS PowerPoint
Business Applications
1 5 (16.13%) SAP Oil and Gas
Cloud Services
1 8 (25.81%) Amazon AWS
1 8 (25.81%) Microsoft Azure
2 6 (19.35%) SaaS
3 2 (6.45%) PaaS
4 1 (3.23%) Azure Machine Learning
4 1 (3.23%) Cloud Computing
4 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 12 (38.71%) Big Data
2 5 (16.13%) Data Mining
3 4 (12.90%) Apache Cassandra
3 4 (12.90%) SQL Server
4 3 (9.68%) MySQL
5 2 (6.45%) Crystal Reports
5 2 (6.45%) SQL Server Reporting Services
6 1 (3.23%) Data Warehouse
6 1 (3.23%) Hadoop
6 1 (3.23%) NoSQL
6 1 (3.23%) Power BI
6 1 (3.23%) PowerPivot
6 1 (3.23%) QlikView
6 1 (3.23%) SQL Server Analysis Services
6 1 (3.23%) SQL Server Integration Services
Development Applications
1 1 (3.23%) Vagrant
General
1 6 (19.35%) Finance
2 5 (16.13%) Electronics
2 5 (16.13%) Manufacturing
2 5 (16.13%) Marketing
2 5 (16.13%) Telecoms
Job Titles
1 11 (35.48%) Software Engineer
2 10 (32.26%) Data Scientist
3 7 (22.58%) Machine Learning Engineer
4 6 (19.35%) C++ Software Engineer
4 6 (19.35%) Python Software Engineer
5 5 (16.13%) MATLAB Engineer
5 5 (16.13%) Scientific Software Engineer
6 3 (9.68%) Cloud Engineer
6 3 (9.68%) Cloud Software Engineer
6 3 (9.68%) Developer
6 3 (9.68%) Machine Learning Scientist
7 2 (6.45%) .NET Developer
7 2 (6.45%) Analyst
7 2 (6.45%) Architect
7 2 (6.45%) Business Intelligence Analyst
7 2 (6.45%) Machine Learning Specialist
7 2 (6.45%) Software Developer
8 1 (3.23%) ETL Analyst
8 1 (3.23%) SQL Analyst
8 1 (3.23%) SSIS Analyst
Libraries, Frameworks & Software Standards
1 9 (29.03%) .NET
2 6 (19.35%) Web Services
3 4 (12.90%) scikit-learn
4 3 (9.68%) AngularJS
4 3 (9.68%) ASP.NET
4 3 (9.68%) jQuery
4 3 (9.68%) JSON
4 3 (9.68%) RabbitMQ
4 3 (9.68%) REST
5 2 (6.45%) ASP.NET Web API
5 2 (6.45%) HTML
5 2 (6.45%) WCF
6 1 (3.23%) HTML5
6 1 (3.23%) LAMP
6 1 (3.23%) MDX
6 1 (3.23%) Natural Language Processing
6 1 (3.23%) WebSockets
Miscellaneous
1 12 (38.71%) Mathematics
2 11 (35.48%) Algorithms
3 10 (32.26%) Statistics
4 8 (25.81%) Physics
5 6 (19.35%) Analytical Skills
5 6 (19.35%) Artificial Intelligence
5 6 (19.35%) Visualisation
6 5 (16.13%) Neural Network
7 4 (12.90%) PlayStation
7 4 (12.90%) Xbox
8 1 (3.23%) Credit Risk
8 1 (3.23%) Cryptography
8 1 (3.23%) Internet of Things
8 1 (3.23%) Machine to Machine
8 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 20 (64.52%) Software Engineering
2 11 (35.48%) Agile Software Development
3 9 (29.03%) Statistical Analysis
4 7 (22.58%) Business Intelligence
5 6 (19.35%) Analytics
5 6 (19.35%) Data Visualisation
5 6 (19.35%) Scrum
5 6 (19.35%) TDD
6 5 (16.13%) Continuous Improvement
6 5 (16.13%) Data Munging
6 5 (16.13%) Digital Marketing
6 5 (16.13%) Linear Algebra
6 5 (16.13%) Programme Management
7 4 (12.90%) Kanban
7 4 (12.90%) Open Source
7 4 (12.90%) Pair Programming
8 3 (9.68%) MVC
9 2 (6.45%) Information Security
9 2 (6.45%) Scrum-ban
9 2 (6.45%) Unit Testing
Programming Languages
1 21 (67.74%) Python
2 16 (51.61%) C++
3 15 (48.39%) SQL
4 13 (41.94%) R
5 11 (35.48%) C#
6 8 (25.81%) MATLAB
7 7 (22.58%) Java
8 6 (19.35%) C
9 3 (9.68%) JavaScript
10 2 (6.45%) Julia
11 1 (3.23%) Bourne shell
11 1 (3.23%) Perl
11 1 (3.23%) PL/SQL
11 1 (3.23%) T-SQL
11 1 (3.23%) VB.NET
11 1 (3.23%) VBA
Qualifications
1 8 (25.81%) PhD
2 7 (22.58%) 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 5 (16.13%) SAP
2 2 (6.45%) Google
2 2 (6.45%) New Relic
3 1 (3.23%) Microsoft
3 1 (3.23%) Oracle
3 1 (3.23%) Salesforce.com
3 1 (3.23%) Tableau
Southampton, Hampshire
ENTERPRISE RECRUITMENT LTD
Salary: £30000 - £45000 per annum
Posted: 4 days ago
Southampton, Hampshire
Big Wednesday Digital Ltd
Salary: £45000 - £75000 per annum + Negotiable
Posted: 6 days ago