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 5 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 Dec 2016
Same period 2015 Same period 2014
Machine Learning
Rank 170 169 191
Rank change year-on-year
-1 +22
Permanent jobs citing Machine Learning 13 12 4
As % of all permanent IT jobs located in Hampshire 0.41% 0.35% 0.10%
As % of the Processes & Methodologies category 0.47% 0.41% 0.12%
Number of salaries quoted 11 12 4
Median salary £40,000 £50,000 £40,000
Median salary % change year-on-year
-20.00% +25.00%
UK excluding London median salary £50,000 £50,500 £40,000
% change year-on-year
-0.99% +26.25%
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
2741 2918 3241
As % of all permanent IT jobs located in Hampshire 85.60% 86.15% 83.81%
Number of salaries quoted 2302 2526 2781
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £30,000 £30,000 £29,500
10% offered a salary of more than £65,000 £62,500 £62,500
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 5 December 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 5 December 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
Portsmouth - 8 £37,500 - 2
Southampton +10 3 £42,500 +6.25% 1
Machine Learning
South East

Machine Learning
Top 30 Related IT Skills in Hampshire

For the 6 months to 5 December 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 16 (69.57%) Agile Software Development
2 14 (60.87%) SQL Server
3 13 (56.52%) .NET
3 13 (56.52%) C#
3 13 (56.52%) ASP.NET
3 13 (56.52%) MVC
4 12 (52.17%) SQL
5 7 (30.43%) Algorithms
6 5 (21.74%) C++
6 5 (21.74%) C
6 5 (21.74%) Python
6 5 (21.74%) Mathematics
7 4 (17.39%) Analytics
7 4 (17.39%) Analytical Skills
7 4 (17.39%) Degree
7 4 (17.39%) Neural Network
8 3 (13.04%) Software Engineering
8 3 (13.04%) SQL Server Reporting Services
8 3 (13.04%) Image Processing
8 3 (13.04%) ETL
8 3 (13.04%) MATLAB
9 2 (8.70%) Data Mining
9 2 (8.70%) Stakeholder Management
9 2 (8.70%) PostgreSQL
9 2 (8.70%) Military
9 2 (8.70%) Web Services
9 2 (8.70%) Postgraduate
9 2 (8.70%) Crystal Reports
9 2 (8.70%) Hadoop
9 2 (8.70%) Visualisation

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 2 (8.70%) Apache Spark
Applications
1 1 (4.35%) MS Excel
Cloud Services
1 1 (4.35%) Azure Machine Learning
1 1 (4.35%) Microsoft Azure
Database & Business Intelligence
1 14 (60.87%) SQL Server
2 3 (13.04%) SQL Server Reporting Services
3 2 (8.70%) Crystal Reports
3 2 (8.70%) Data Mining
3 2 (8.70%) Hadoop
3 2 (8.70%) Neo4j
3 2 (8.70%) NoSQL
3 2 (8.70%) PostgreSQL
3 2 (8.70%) SQL Server Analysis Services
3 2 (8.70%) SQL Server Integration Services
4 1 (4.35%) Big Data
4 1 (4.35%) Data Warehouse
4 1 (4.35%) Power BI
4 1 (4.35%) SQL Server 2008
4 1 (4.35%) SQL Server 2014
General
1 2 (8.70%) Military
1 2 (8.70%) Multimedia
Job Titles
1 13 (56.52%) Developer
2 12 (52.17%) .NET Developer
3 11 (47.83%) ASP.NET Developer
4 6 (26.09%) SQL Developer
5 5 (21.74%) C# .NET Developer
5 5 (21.74%) C# ASP.NET Developer
5 5 (21.74%) C# Developer
6 3 (13.04%) Software Engineer
7 2 (8.70%) C++ Software Engineer
7 2 (8.70%) Data Scientist
7 2 (8.70%) MATLAB Engineer
7 2 (8.70%) Process Engineer
7 2 (8.70%) Python Software Engineer
7 2 (8.70%) Scientific Software Engineer
7 2 (8.70%) Senior Data Scientist
7 2 (8.70%) Software Developer
8 1 (4.35%) Analyst
8 1 (4.35%) Computer Vision Engineer
8 1 (4.35%) DBA
8 1 (4.35%) SQL Analyst
Libraries, Frameworks & Software Standards
1 13 (56.52%) .NET
1 13 (56.52%) ASP.NET
2 2 (8.70%) ASP.NET Web API
2 2 (8.70%) jQuery
2 2 (8.70%) Natural Language Processing
2 2 (8.70%) WCF
2 2 (8.70%) Web Services
3 1 (4.35%) MDX
Miscellaneous
1 7 (30.43%) Algorithms
2 5 (21.74%) Mathematics
3 4 (17.39%) Analytical Skills
3 4 (17.39%) Neural Network
4 2 (8.70%) Artificial Intelligence
4 2 (8.70%) Statistics
4 2 (8.70%) Visualisation
Processes & Methodologies
1 16 (69.57%) Agile Software Development
2 13 (56.52%) MVC
3 4 (17.39%) Analytics
4 3 (13.04%) ETL
4 3 (13.04%) Image Processing
4 3 (13.04%) Software Engineering
5 2 (8.70%) Bayesian Methods
5 2 (8.70%) Data Engineering
5 2 (8.70%) Data Visualisation
5 2 (8.70%) Deep Learning
5 2 (8.70%) Digital Analytics
5 2 (8.70%) Logistic Regression
5 2 (8.70%) Operations Research
5 2 (8.70%) Pattern Matching
5 2 (8.70%) Random Forest
5 2 (8.70%) Stakeholder Management
5 2 (8.70%) Statistical Analysis
5 2 (8.70%) Time Series Analysis
5 2 (8.70%) Unit Testing
6 1 (4.35%) Computer Vision
Programming Languages
1 13 (56.52%) C#
2 12 (52.17%) SQL
3 5 (21.74%) C
3 5 (21.74%) C++
3 5 (21.74%) Python
4 3 (13.04%) MATLAB
5 1 (4.35%) Ruby
5 1 (4.35%) T-SQL
Qualifications
1 4 (17.39%) Degree
2 2 (8.70%) Postgraduate
2 2 (8.70%) Security Cleared
3 1 (4.35%) PhD
System Software
1 2 (8.70%) HDFS
Systems Management
1 1 (4.35%) EMC NetWorker
Vendors
1 2 (8.70%) Google
Southampton, Hampshire
Linking Humans Limited
Salary: From £50,000 to £80,000 per annum plus benefits
Posted: 4 days ago
Portsmouth, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £25000 - £35000 per annum
Posted: 3 days ago
Portsmouth
Spectrum IT
Salary: £35000 - £45000 per annum
Posted: 10 days ago