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 27 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Sep 2016
Same period 2015 Same period 2014
Machine Learning
Rank 177 172 208
Rank change year-on-year
-5 +36
Permanent jobs citing Machine Learning 7 17 1
As % of all permanent IT jobs located in Hampshire 0.22% 0.46% 0.025%
As % of the Processes & Methodologies category 0.26% 0.54% 0.030%
Number of salaries quoted 7 17 1
Median salary £40,000 £50,000 £55,000
Median salary % change year-on-year
-20.00% -9.09%
UK excluding London median salary £50,000 £47,500 £40,000
% change year-on-year
+5.26% +18.75%
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
2735 3171 3348
As % of all permanent IT jobs located in Hampshire 84.49% 86.71% 84.55%
Number of salaries quoted 2403 2684 2772
Median salary £42,500 £43,500 £42,500
Median salary % change year-on-year
-2.29% +2.35%
90% offered a salary of more than £30,000 £27,500 £28,300
10% offered a salary of more than £65,000 £65,000 £61,465
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 27 September 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 27 September 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 +2 4 £53,750 +34.37% 1
Portsmouth +8 2 £36,250 +13.28%
Romsey - 1 £35,000 - 2
Machine Learning
South East

Machine Learning
Top 30 Related IT Skills in Hampshire

For the 6 months to 27 September 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 12 (57.14%) C++
1 12 (57.14%) Python
2 10 (47.62%) C#
2 10 (47.62%) SQL
2 10 (47.62%) Agile Software Development
2 10 (47.62%) Algorithms
3 9 (42.86%) Software Engineering
4 8 (38.10%) .NET
4 8 (38.10%) Mathematics
4 8 (38.10%) Degree
5 7 (33.33%) Analytical Skills
5 7 (33.33%) MATLAB
5 7 (33.33%) Neural Network
5 7 (33.33%) Statistical Analysis
6 6 (28.57%) Artificial Intelligence
6 6 (28.57%) C
6 6 (28.57%) Apache Spark
7 5 (23.81%) SQL Server
7 5 (23.81%) ASP.NET
7 5 (23.81%) PhD
7 5 (23.81%) Data Mining
7 5 (23.81%) MVC
8 4 (19.05%) Sentiment Analysis
8 4 (19.05%) Statistics
8 4 (19.05%) scikit-learn
8 4 (19.05%) Apache Cassandra
8 4 (19.05%) R
8 4 (19.05%) Open Source
9 3 (14.29%) RabbitMQ
9 3 (14.29%) Analytics

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 6 (28.57%) Apache Spark
2 3 (14.29%) Elasticsearch
Applications
1 1 (4.76%) MS Excel
Business Applications
1 2 (9.52%) SAP Oil and Gas
Cloud Services
1 2 (9.52%) Amazon AWS
1 2 (9.52%) Microsoft Azure
1 2 (9.52%) SaaS
2 1 (4.76%) Azure Machine Learning
Database & Business Intelligence
1 5 (23.81%) Data Mining
1 5 (23.81%) SQL Server
2 4 (19.05%) Apache Cassandra
3 2 (9.52%) Big Data
3 2 (9.52%) Crystal Reports
3 2 (9.52%) Hadoop
3 2 (9.52%) MySQL
3 2 (9.52%) Neo4j
3 2 (9.52%) NoSQL
3 2 (9.52%) PostgreSQL
3 2 (9.52%) SQL Server Reporting Services
4 1 (4.76%) Data Warehouse
4 1 (4.76%) Power BI
4 1 (4.76%) SQL Server Analysis Services
4 1 (4.76%) SQL Server Integration Services
General
1 2 (9.52%) Electronics
1 2 (9.52%) Finance
1 2 (9.52%) Manufacturing
1 2 (9.52%) Marketing
1 2 (9.52%) Multimedia
1 2 (9.52%) Telecoms
Job Titles
1 8 (38.10%) Software Engineer
2 6 (28.57%) Python Software Engineer
3 5 (23.81%) C++ Software Engineer
3 5 (23.81%) Developer
3 5 (23.81%) MATLAB Engineer
3 5 (23.81%) Scientific Software Engineer
4 4 (19.05%) .NET Developer
4 4 (19.05%) Machine Learning Engineer
5 3 (14.29%) ASP.NET Developer
5 3 (14.29%) Data Scientist
6 2 (9.52%) Continuous Deployment Engineer
6 2 (9.52%) Senior Data Scientist
6 2 (9.52%) Software Developer
7 1 (4.76%) Cloud Engineer
7 1 (4.76%) Cloud Software Engineer
7 1 (4.76%) ETL Analyst
7 1 (4.76%) Machine Learning Scientist
7 1 (4.76%) SQL Analyst
7 1 (4.76%) SQL Data Analyst
7 1 (4.76%) SSIS Analyst
Libraries, Frameworks & Software Standards
1 8 (38.10%) .NET
2 5 (23.81%) ASP.NET
3 4 (19.05%) scikit-learn
4 3 (14.29%) RabbitMQ
4 3 (14.29%) Web Services
5 2 (9.52%) AngularJS
5 2 (9.52%) ASP.NET Web API
5 2 (9.52%) jQuery
5 2 (9.52%) Natural Language Processing
5 2 (9.52%) WCF
6 1 (4.76%) MDX
Miscellaneous
1 10 (47.62%) Algorithms
2 8 (38.10%) Mathematics
3 7 (33.33%) Analytical Skills
3 7 (33.33%) Neural Network
4 6 (28.57%) Artificial Intelligence
5 4 (19.05%) Statistics
6 2 (9.52%) Physics
6 2 (9.52%) Visualisation
7 1 (4.76%) Cryptography
7 1 (4.76%) PlayStation
7 1 (4.76%) Xbox
Operating Systems
1 1 (4.76%) Linux
1 1 (4.76%) Windows
Processes & Methodologies
1 10 (47.62%) Agile Software Development
2 9 (42.86%) Software Engineering
3 7 (33.33%) Statistical Analysis
4 5 (23.81%) MVC
5 4 (19.05%) Open Source
5 4 (19.05%) Sentiment Analysis
6 3 (14.29%) Analytics
6 3 (14.29%) Business Intelligence
6 3 (14.29%) Continuous Deployment
6 3 (14.29%) ETL
6 3 (14.29%) Scrum
6 3 (14.29%) TDD
7 2 (9.52%) Bayesian Methods
7 2 (9.52%) Data Engineering
7 2 (9.52%) Deep Learning
7 2 (9.52%) Digital Analytics
7 2 (9.52%) Operations Research
7 2 (9.52%) Programme Management
7 2 (9.52%) Random Forest
7 2 (9.52%) Time Series Analysis
Programming Languages
1 12 (57.14%) C++
1 12 (57.14%) Python
2 10 (47.62%) C#
2 10 (47.62%) SQL
3 7 (33.33%) MATLAB
4 6 (28.57%) C
5 4 (19.05%) R
6 2 (9.52%) Java
7 1 (4.76%) JavaScript
7 1 (4.76%) Ruby
7 1 (4.76%) T-SQL
7 1 (4.76%) VB.NET
Qualifications
1 8 (38.10%) Degree
2 5 (23.81%) PhD
3 2 (9.52%) Postgraduate
4 1 (4.76%) CISSP
Quality Assurance & Compliance
1 1 (4.76%) HIPAA
1 1 (4.76%) ISO/IEC 27001
1 1 (4.76%) PCI DSS
System Software
1 2 (9.52%) HDFS
Systems Management
1 3 (14.29%) logstash
1 3 (14.29%) StatsD
Vendors
1 2 (9.52%) Google
1 2 (9.52%) New Relic
1 2 (9.52%) SAP
2 1 (4.76%) Salesforce.com
Romsey, Hampshire
Evolution Recruitment Solutions
Salary: Competitive Salary and Package
Posted: 6 days ago
Romsey, Hampshire
Team Jobs
Salary: Unspecified Competitive salary, range of exceptional benefits
Posted: 6 days ago
Southampton
Spectrum IT
Salary: £35000 - £45000 per annum + extensive benefits
Posted: 8 days ago