Period
to 13 December 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 13 December 2018 with a comparison to the same period in the previous 2 years.

Machine Learning
Hampshire > Fareham
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 50 63 -
Rank change year-on-year +13 - -
Permanent jobs citing Machine Learning 16 8 0
As % of all permanent IT jobs advertised in Fareham 3.40% 1.54% -
As % of the Processes & Methodologies category 3.77% 1.63% -
Number of salaries quoted 16 8 0
Fareham median annual salary £50,000 £45,000 -
Median salary % change year-on-year +11.11% - -
Hampshire median annual salary £55,000 £45,000 £37,500
% change year-on-year +22.22% +20.00% -25.00%

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 424 491 504
As % of all permanent IT jobs advertised in Fareham 90.21% 94.79% 92.65%
Number of salaries quoted 338 435 401
Fareham median annual salary £44,000 £37,500 £40,000
Median salary % change year-on-year +17.33% -6.25% +6.67%
10th Percentile £25,750 £24,750 £24,000
90th Percentile £77,500 £61,250 £57,500
Hampshire median annual salary £45,000 £42,500 £41,500
% change year-on-year +5.88% +2.41% -2.35%

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

Machine Learning
Salary Histogram in Fareham

The salary distribution of IT jobs citing Machine Learning in Fareham over the 6 months to 13 December 2018.

Salary histogram for Machine Learning in Fareham

For the 6 months to 13 December 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 14 (87.50%) Agile Software Development
2 10 (62.50%) Big Data
3 9 (56.25%) Data Science
4 8 (50.00%) Big Data Analytics
4 8 (50.00%) Data Analytics
4 8 (50.00%) Analytics
4 8 (50.00%) Data Analysis
4 8 (50.00%) SQL
5 7 (43.75%) TDD
6 6 (37.50%) Web Design
6 6 (37.50%) Artificial Intelligence
6 6 (37.50%) JavaScript
6 6 (37.50%) HTML
6 6 (37.50%) CSS
6 6 (37.50%) Windows
6 6 (37.50%) Linux
6 6 (37.50%) Python
6 6 (37.50%) Docker
6 6 (37.50%) Process Improvement
6 6 (37.50%) AngularJS
6 6 (37.50%) JIRA
6 6 (37.50%) Django
6 6 (37.50%) jQuery
6 6 (37.50%) Git (software)
6 6 (37.50%) Responsive Web Design
6 6 (37.50%) Kubernetes
6 6 (37.50%) React
7 5 (31.25%) Software Engineering
8 4 (25.00%) C++
8 4 (25.00%) Ada

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 4 (25.00%) SaaS
2 3 (18.75%) Amazon AWS
2 3 (18.75%) Google Cloud Platform
2 3 (18.75%) Microsoft Azure
Database & Business Intelligence
1 10 (62.50%) Big Data
2 3 (18.75%) Hadoop
2 3 (18.75%) NoSQL
3 2 (12.50%) RDBMS
3 2 (12.50%) Relational Database
Development Applications
1 6 (37.50%) Git (software)
1 6 (37.50%) JIRA
2 1 (6.25%) Selenium
2 1 (6.25%) WebDriver
Job Titles
1 7 (43.75%) Developer
2 6 (37.50%) Python Developer
3 4 (25.00%) Machine Learning Engineer
3 4 (25.00%) Software Engineer
4 3 (18.75%) Architect
4 3 (18.75%) Solutions Architect
5 2 (12.50%) Cloud Architect
5 2 (12.50%) Cloud Consultant
5 2 (12.50%) Cloud Solutions Architect
5 2 (12.50%) Consultant
5 2 (12.50%) Data Scientist
5 2 (12.50%) NoSQL Architect
5 2 (12.50%) SaaS Architect
5 2 (12.50%) SaaS Consultant
5 2 (12.50%) Solutions Consultant
6 1 (6.25%) Agile Developer
6 1 (6.25%) Senior Agile Developer
6 1 (6.25%) Senior Developer
6 1 (6.25%) Senior Test Engineer
6 1 (6.25%) Test Engineer
Libraries, Frameworks & Software Standards
1 6 (37.50%) AngularJS
1 6 (37.50%) CSS
1 6 (37.50%) Django
1 6 (37.50%) HTML
1 6 (37.50%) jQuery
1 6 (37.50%) React
2 4 (25.00%) Caffe
2 4 (25.00%) CNTK
2 4 (25.00%) Deeplearning4j
2 4 (25.00%) J2EE
2 4 (25.00%) Keras
2 4 (25.00%) MXNet
2 4 (25.00%) TensorFlow
2 4 (25.00%) Torch
Miscellaneous
1 3 (18.75%) User Experience
Operating Systems
1 6 (37.50%) Linux
1 6 (37.50%) Windows
Processes & Methodologies
1 14 (87.50%) Agile Software Development
2 9 (56.25%) Data Science
3 8 (50.00%) Analytics
3 8 (50.00%) Big Data Analytics
3 8 (50.00%) Data Analysis
3 8 (50.00%) Data Analytics
4 7 (43.75%) TDD
5 6 (37.50%) Artificial Intelligence
5 6 (37.50%) Process Improvement
5 6 (37.50%) Responsive Web Design
5 6 (37.50%) Web Design
6 5 (31.25%) Software Engineering
7 4 (25.00%) Deep Learning
8 3 (18.75%) ArchiMate
8 3 (18.75%) Enterprise Architecture
8 3 (18.75%) Microservices
8 3 (18.75%) SOA
9 2 (12.50%) Computer Science
9 2 (12.50%) Statistical Analysis
10 1 (6.25%) Test Automation
Programming Languages
1 8 (50.00%) SQL
2 6 (37.50%) JavaScript
2 6 (37.50%) Python
3 4 (25.00%) Ada
3 4 (25.00%) Ada 95
3 4 (25.00%) C
3 4 (25.00%) C++
3 4 (25.00%) Java
4 3 (18.75%) C#
5 2 (12.50%) R
6 1 (6.25%) PHP
6 1 (6.25%) Ruby
Qualifications
1 2 (12.50%) Computer Science Degree
1 2 (12.50%) Degree
2 1 (6.25%) PhD
Quality Assurance & Compliance
1 1 (6.25%) QA
System Software
1 6 (37.50%) Docker
Systems Management
1 6 (37.50%) Kubernetes