Period
to 24 July 2017

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 24 July 2017 with a comparison to the same period in the previous 2 years.

Machine Learning
South East > Hampshire
6 months to
24 Jul 2017
Same period 2016 Same period 2015
Rank 208 249 267
Rank change year-on-year +41 +18 +8
Permanent jobs citing Machine Learning 39 31 20
As % of all permanent IT jobs advertised in Hampshire 0.65% 0.45% 0.27%
As % of the Processes & Methodologies category 0.75% 0.52% 0.31%
Number of salaries quoted 35 31 19
Hampshire median annual salary £45,000 £45,000 £50,000
Median salary % change year-on-year - -10.00% +17.65%
10th Percentile £26,250 £30,000 £37,500
90th Percentile £65,000 £63,750 £72,500
South East median annual salary £53,750 £52,500 £45,500
% change year-on-year +2.38% +15.38% +7.06%

Machine Learning is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Hampshire with a requirement for process and methodology skills.

Process & Methodology Skills
Hampshire
Permanent job vacancies with a requirement for process and methodology skills 5193 5979 6450
As % of all permanent IT job vacancies advertised in Hampshire 86.93% 86.26% 85.91%
Number of salaries quoted 4493 5234 5291
Hampshire median annual salary £42,500 £41,000 £42,500
Median salary % change year-on-year +3.66% -3.53% +6.25%
10th Percentile £26,250 £26,250 £25,000
90th Percentile £65,000 £61,750 £62,500
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 24 July 2017.

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 24 July 2017. 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 +34 16 £50,000 +11.11% 3
Fareham - 7 £49,850 -
Portsmouth -12 6 £32,500 +8.33%
Romsey -11 5 £25,000 -28.57%
Farnborough - 2 £36,000 -
Basingstoke -13 1 £55,000 +2.33% 1
Machine Learning
South East

For the 6 months to 24 July 2017, 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 27 (69.23%) Algorithms
2 24 (61.54%) Python
3 22 (56.41%) Big Data
4 17 (43.59%) Mathematics
4 17 (43.59%) C++
5 15 (38.46%) SQL
6 14 (35.90%) JavaScript
7 13 (33.33%) Data Analysis
8 12 (30.77%) CSS
8 12 (30.77%) Degree
9 11 (28.21%) Statistics
9 11 (28.21%) Software Engineering
10 10 (25.64%) C
10 10 (25.64%) Visualisation
10 10 (25.64%) R
11 9 (23.08%) Predictive Modelling
11 9 (23.08%) Statistical Analysis
11 9 (23.08%) Computer Science
11 9 (23.08%) Agile Software Development
12 8 (20.51%) Java
12 8 (20.51%) PhD
12 8 (20.51%) Data Mining
12 8 (20.51%) Data Visualisation
12 8 (20.51%) NoSQL
13 7 (17.95%) Physics
13 7 (17.95%) Ajax
13 7 (17.95%) Hadoop
13 7 (17.95%) C#
13 7 (17.95%) HTML
13 7 (17.95%) Customer Requirements

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 5 (12.82%) Apache Spark
Cloud Services
1 5 (12.82%) SaaS
2 2 (5.13%) Amazon AWS
2 2 (5.13%) Microsoft Azure
3 1 (2.56%) Cloud Computing
Communications & Networking
1 1 (2.56%) 2G
1 1 (2.56%) 3G
1 1 (2.56%) 5G
1 1 (2.56%) BGP
1 1 (2.56%) Internet
1 1 (2.56%) IPsec
1 1 (2.56%) IPv4
1 1 (2.56%) IPv6
1 1 (2.56%) LTE
1 1 (2.56%) Network Security
1 1 (2.56%) OSPF
1 1 (2.56%) SMS
Database & Business Intelligence
1 22 (56.41%) Big Data
2 8 (20.51%) Data Mining
2 8 (20.51%) NoSQL
3 7 (17.95%) Hadoop
4 5 (12.82%) SQL Server
5 4 (10.26%) MySQL
6 3 (7.69%) Relational Database
7 1 (2.56%) Neo4j
7 1 (2.56%) Redis
Development Applications
1 1 (2.56%) Xcode
General
1 6 (15.38%) Military
2 5 (12.82%) Electronics
3 4 (10.26%) Automotive
4 2 (5.13%) Games
5 1 (2.56%) Finance
5 1 (2.56%) Marketing
Job Titles
1 15 (38.46%) Data Scientist
2 9 (23.08%) Software Engineer
3 7 (17.95%) Consultant
4 6 (15.38%) Developer
4 6 (15.38%) Software Developer
5 5 (12.82%) JavaScript Engineer
6 4 (10.26%) C++ Consultant
6 4 (10.26%) Computer Vision Consultant
6 4 (10.26%) Junior
6 4 (10.26%) Junior Software Engineer
7 3 (7.69%) PHP Software Engineer
7 3 (7.69%) Solutions Consultant
7 3 (7.69%) Web Engineer
8 2 (5.13%) Data Analytics Engineer
8 2 (5.13%) Data Analytics Scientist
8 2 (5.13%) Data Engineer
8 2 (5.13%) Developer/Software Engineer
8 2 (5.13%) Embedded Engineer
8 2 (5.13%) Senior Embedded Software Engineer
8 2 (5.13%) UI Engineer
Libraries, Frameworks & Software Standards
1 12 (30.77%) CSS
2 7 (17.95%) Ajax
2 7 (17.95%) HTML
3 4 (10.26%) Django
3 4 (10.26%) HTML5
4 3 (7.69%) jQuery
4 3 (7.69%) LAMP
4 3 (7.69%) Natural Language Processing
4 3 (7.69%) REST
5 2 (5.13%) .NET
5 2 (5.13%) AngularJS
5 2 (5.13%) ASP.NET
5 2 (5.13%) D3.js
5 2 (5.13%) Node.js
5 2 (5.13%) NumPy
5 2 (5.13%) Pandas
5 2 (5.13%) SciPy
5 2 (5.13%) Web Services
6 1 (2.56%) JSON
6 1 (2.56%) React
Miscellaneous
1 27 (69.23%) Algorithms
2 9 (23.08%) Computer Science
3 3 (7.69%) Analytical Skills
3 3 (7.69%) Smart Energy
4 1 (2.56%) Credit Risk
4 1 (2.56%) Embedded Systems
4 1 (2.56%) Greenfield Project
4 1 (2.56%) Internet of Things
Operating Systems
1 2 (5.13%) Embedded Linux
1 2 (5.13%) Linux
2 1 (2.56%) Apple iOS
2 1 (2.56%) Mac OS X
Processes & Methodologies
1 17 (43.59%) Mathematics
2 13 (33.33%) Data Analysis
3 11 (28.21%) Software Engineering
3 11 (28.21%) Statistics
4 10 (25.64%) Visualisation
5 9 (23.08%) Agile Software Development
5 9 (23.08%) Predictive Modelling
5 9 (23.08%) Statistical Analysis
6 8 (20.51%) Data Visualisation
7 7 (17.95%) Customer Requirements
7 7 (17.95%) Physics
8 6 (15.38%) Analytics
9 4 (10.26%) Computer Vision
9 4 (10.26%) Image Processing
9 4 (10.26%) MapReduce
9 4 (10.26%) Open Source
9 4 (10.26%) TDD
10 3 (7.69%) Business Intelligence
10 3 (7.69%) Data Management
10 3 (7.69%) Data Modelling
Programming Languages
1 24 (61.54%) Python
2 17 (43.59%) C++
3 15 (38.46%) SQL
4 14 (35.90%) JavaScript
5 10 (25.64%) C
5 10 (25.64%) R
6 8 (20.51%) Java
7 7 (17.95%) C#
8 6 (15.38%) PHP
9 4 (10.26%) MATLAB
10 1 (2.56%) Ada
10 1 (2.56%) Ada 95
10 1 (2.56%) Apple Swift
10 1 (2.56%) Embedded C
10 1 (2.56%) Embedded C++
10 1 (2.56%) Go
10 1 (2.56%) Julia
10 1 (2.56%) Objective-C
10 1 (2.56%) Ruby
Qualifications
1 12 (30.77%) Degree
2 8 (20.51%) PhD
3 6 (15.38%) SC Cleared
3 6 (15.38%) Security Cleared
4 3 (7.69%) Numerate Degree
5 1 (2.56%) Computer Science Degree
5 1 (2.56%) DV Cleared
Quality Assurance & Compliance
1 1 (2.56%) QA
System Software
1 1 (2.56%) Docker
1 1 (2.56%) Firmware
Vendors
1 1 (2.56%) Apple
Southampton
Spectrum IT
Salary: £40000 - £60000 per annum
Posted: 11 days ago
Southampton, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £20000 - £30000 per annum
Posted: 5 days ago
Basingstoke, Hampshire
Hawk Eye Innovations
Salary: Competitive
Posted: 10 days ago
Southampton
Spectrum IT
Salary: £65000 - £80000 per annum + Benefits
Posted: 16 days ago