Period
to 23 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Fareham 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 23 October 2018 with a comparison to the same period in the previous 2 years.

Machine Learning
Hampshire > Fareham
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 46 46 -
Rank change year-on-year 0 - -
Permanent jobs citing Machine Learning 13 10 0
As % of all permanent IT jobs advertised in Fareham 2.83% 2.53% -
As % of the Processes & Methodologies category 3.18% 2.69% -
Number of salaries quoted 13 7 0
Fareham median annual salary £45,000 £45,000 -
Hampshire median annual salary £45,000 £45,000 £40,000
% change year-on-year - +12.50% -20.00%

Machine Learning is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Fareham with a requirement for process or methodology skills.

All Process and Methodology Skills
Fareham
Permanent vacancies with a requirement for process or methodology skills 409 372 524
As % of all permanent IT jobs advertised in Fareham 88.91% 93.94% 91.45%
Number of salaries quoted 321 337 475
Fareham median annual salary £43,000 £35,000 £38,500
Median salary % change year-on-year +22.86% -9.09% +8.45%
10th Percentile £25,750 £23,200 £23,750
90th Percentile £77,500 £60,000 £57,500
Hampshire median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -5.88%

Machine Learning
Job Vacancy Trend in Fareham

Job postings citing Machine Learning as a percentage of all IT jobs advertised in Fareham.

Job vacancy trend for Machine Learning in Fareham

Machine Learning
Salary Trend in Fareham

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Machine Learning in Fareham.

Salary trend for Machine Learning in Fareham

For the 6 months to 23 October 2018, IT jobs citing Machine Learning also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Fareham region with a requirement for Machine Learning.

1 11 (84.62%) Agile Software Development
1 11 (84.62%) Big Data
2 10 (76.92%) Data Science
3 8 (61.54%) Analytics
3 8 (61.54%) Big Data Analytics
3 8 (61.54%) Data Analytics
3 8 (61.54%) Data Analysis
3 8 (61.54%) SQL
4 7 (53.85%) TDD
5 6 (46.15%) Web Design
5 6 (46.15%) Artificial Intelligence
5 6 (46.15%) JIRA
5 6 (46.15%) Django
5 6 (46.15%) jQuery
5 6 (46.15%) Git (software)
5 6 (46.15%) CSS
5 6 (46.15%) Windows
5 6 (46.15%) Linux
5 6 (46.15%) HTML
5 6 (46.15%) JavaScript
5 6 (46.15%) Python
5 6 (46.15%) Process Improvement
5 6 (46.15%) Responsive Web Design
5 6 (46.15%) AngularJS
5 6 (46.15%) Docker
5 6 (46.15%) Kubernetes
5 6 (46.15%) React
6 5 (38.46%) SaaS
7 4 (30.77%) NoSQL
7 4 (30.77%) Enterprise Architecture

Machine Learning
Co-occurring IT Skills in Fareham 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:

Cloud Services
1 5 (38.46%) SaaS
2 4 (30.77%) Amazon AWS
2 4 (30.77%) Google Cloud Platform
2 4 (30.77%) Microsoft Azure
Database & Business Intelligence
1 11 (84.62%) Big Data
2 4 (30.77%) Hadoop
2 4 (30.77%) NoSQL
3 2 (15.38%) RDBMS
3 2 (15.38%) Relational Database
Development Applications
1 6 (46.15%) Git (software)
1 6 (46.15%) JIRA
2 1 (7.69%) Selenium
2 1 (7.69%) WebDriver
Job Titles
1 7 (53.85%) Developer
2 6 (46.15%) Python Developer
3 4 (30.77%) Architect
3 4 (30.77%) Solutions Architect
4 2 (15.38%) Cloud Architect
4 2 (15.38%) Cloud Consultant
4 2 (15.38%) Cloud Solutions Architect
4 2 (15.38%) Consultant
4 2 (15.38%) Data Scientist
4 2 (15.38%) NoSQL Architect
4 2 (15.38%) SaaS Architect
4 2 (15.38%) SaaS Consultant
4 2 (15.38%) Solutions Consultant
5 1 (7.69%) Agile Developer
5 1 (7.69%) Developer in Test
5 1 (7.69%) Senior Agile Developer
5 1 (7.69%) Senior Developer
5 1 (7.69%) Senior Test Engineer
5 1 (7.69%) Test Engineer
Libraries, Frameworks & Software Standards
1 6 (46.15%) AngularJS
1 6 (46.15%) CSS
1 6 (46.15%) Django
1 6 (46.15%) HTML
1 6 (46.15%) jQuery
1 6 (46.15%) React
Miscellaneous
1 4 (30.77%) User Experience
2 2 (15.38%) Computer Science
3 1 (7.69%) e-Learning
Operating Systems
1 6 (46.15%) Linux
1 6 (46.15%) Windows
Processes & Methodologies
1 11 (84.62%) Agile Software Development
2 10 (76.92%) Data Science
3 8 (61.54%) Analytics
3 8 (61.54%) Big Data Analytics
3 8 (61.54%) Data Analysis
3 8 (61.54%) Data Analytics
4 7 (53.85%) TDD
5 6 (46.15%) Artificial Intelligence
5 6 (46.15%) Process Improvement
5 6 (46.15%) Responsive Web Design
5 6 (46.15%) Web Design
6 4 (30.77%) ArchiMate
6 4 (30.77%) Enterprise Architecture
6 4 (30.77%) Microservices
6 4 (30.77%) SOA
7 2 (15.38%) Statistical Analysis
8 1 (7.69%) OOP
8 1 (7.69%) Software Engineering
8 1 (7.69%) Software Testing
8 1 (7.69%) Test Automation
Programming Languages
1 8 (61.54%) SQL
2 6 (46.15%) JavaScript
2 6 (46.15%) Python
3 3 (23.08%) C#
4 2 (15.38%) R
5 1 (7.69%) PHP
5 1 (7.69%) Ruby
Qualifications
1 2 (15.38%) Computer Science Degree
1 2 (15.38%) Degree
2 1 (7.69%) PhD
Quality Assurance & Compliance
1 1 (7.69%) QA
System Software
1 6 (46.15%) Docker
Systems Management
1 6 (46.15%) Kubernetes