Period
to 17 July 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 17 July 2018 with a comparison to the same period in the previous 2 years.

Machine Learning
Hampshire > Fareham
6 months to
17 Jul 2018
Same period 2017 Same period 2016
Rank 39 53 -
Rank change year-on-year +14 - -
Permanent jobs citing Machine Learning 8 7 0
As % of all permanent IT jobs advertised in Fareham 2.16% 1.44% -
As % of the Processes & Methodologies category 2.38% 1.58% -
Number of salaries quoted 7 4 0
Fareham median annual salary £50,000 £49,850 -
Median salary % change year-on-year +0.30% - -
Hampshire median annual salary £42,500 £45,000 £45,000
% change year-on-year -5.56% - -10.00%

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 336 442 530
As % of all permanent IT jobs advertised in Fareham 90.57% 91.13% 92.01%
Number of salaries quoted 270 363 498
Fareham median annual salary £40,000 £35,000 £37,500
Median salary % change year-on-year +14.29% -6.67% +0.67%
10th Percentile £23,225 £22,750 £21,250
90th Percentile £65,000 £57,500 £55,075
Hampshire median annual salary £45,000 £42,500 £41,000
% change year-on-year +5.88% +3.66% -3.53%

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 17 July 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 6 (75.00%) Big Data
2 5 (62.50%) Data Science
3 4 (50.00%) C#
4 3 (37.50%) PhD
4 3 (37.50%) SQL
4 3 (37.50%) Agile Software Development
4 3 (37.50%) Software Engineering
4 3 (37.50%) Degree
4 3 (37.50%) R
4 3 (37.50%) SaaS
4 3 (37.50%) Analytics
5 2 (25.00%) User Experience
5 2 (25.00%) Microservices
5 2 (25.00%) Google Cloud Platform
5 2 (25.00%) NoSQL
5 2 (25.00%) Big Data Analytics
5 2 (25.00%) Computer Science
5 2 (25.00%) Hadoop
5 2 (25.00%) Microsoft Azure
5 2 (25.00%) Amazon AWS
5 2 (25.00%) Computer Science Degree
5 2 (25.00%) Data Analytics
5 2 (25.00%) ArchiMate
5 2 (25.00%) Problem-Solving
5 2 (25.00%) C
5 2 (25.00%) Enterprise Architecture
5 2 (25.00%) Data Analysis
5 2 (25.00%) Artificial Intelligence
5 2 (25.00%) Statistical Analysis
5 2 (25.00%) GCP

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:

Applications
1 1 (12.50%) Spreadsheet
Cloud Services
1 3 (37.50%) SaaS
2 2 (25.00%) Amazon AWS
2 2 (25.00%) Google Cloud Platform
2 2 (25.00%) Microsoft Azure
Database & Business Intelligence
1 6 (75.00%) Big Data
2 2 (25.00%) Hadoop
2 2 (25.00%) NoSQL
3 1 (12.50%) Data Mining
Development Applications
1 1 (12.50%) Selenium
1 1 (12.50%) WebDriver
Job Titles
1 2 (25.00%) Architect
1 2 (25.00%) Data Scientist
1 2 (25.00%) Machine Learning Engineer
1 2 (25.00%) Software Engineer
1 2 (25.00%) Solutions Architect
2 1 (12.50%) Agile Developer
2 1 (12.50%) Analyst
2 1 (12.50%) Developer
2 1 (12.50%) Developer in Test
2 1 (12.50%) Research Analyst
2 1 (12.50%) Senior Agile Developer
2 1 (12.50%) Senior Developer
2 1 (12.50%) Senior Test Engineer
2 1 (12.50%) Test Engineer
Miscellaneous
1 2 (25.00%) Computer Science
1 2 (25.00%) User Experience
2 1 (12.50%) e-Learning
Operating Systems
1 2 (25.00%) Linux
Processes & Methodologies
1 5 (62.50%) Data Science
2 3 (37.50%) Agile Software Development
2 3 (37.50%) Analytics
2 3 (37.50%) Software Engineering
3 2 (25.00%) ArchiMate
3 2 (25.00%) Artificial Intelligence
3 2 (25.00%) Big Data Analytics
3 2 (25.00%) Data Analysis
3 2 (25.00%) Data Analytics
3 2 (25.00%) Enterprise Architecture
3 2 (25.00%) Microservices
3 2 (25.00%) Problem-Solving
3 2 (25.00%) SOA
3 2 (25.00%) Statistical Analysis
4 1 (12.50%) Business Analysis
4 1 (12.50%) Business Intelligence
4 1 (12.50%) Mathematics
4 1 (12.50%) OOP
4 1 (12.50%) Software Testing
4 1 (12.50%) Statistical Modelling
Programming Languages
1 4 (50.00%) C#
2 3 (37.50%) R
2 3 (37.50%) SQL
3 2 (25.00%) C
3 2 (25.00%) C++
4 1 (12.50%) PHP
4 1 (12.50%) Python
4 1 (12.50%) Ruby
Qualifications
1 3 (37.50%) Degree
1 3 (37.50%) PhD
2 2 (25.00%) Computer Science Degree
3 1 (12.50%) Numerate Degree
Quality Assurance & Compliance
1 2 (25.00%) GCP
2 1 (12.50%) QA