Period
to 15 December 2017

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 15 December 2017 with a comparison to the same period in the previous 2 years.

Machine Learning
Hampshire > Fareham
6 months to
15 Dec 2017
Same period 2016 Same period 2015
Rank 66 - -
Rank change year-on-year - - -
Permanent jobs citing Machine Learning 8 0 0
As % of all permanent IT jobs advertised in Fareham 1.50% - -
As % of the Processes & Methodologies category 1.59% - -
Number of salaries quoted 8 0 0
Fareham median annual salary £45,000 - -
Hampshire median annual salary £45,000 £37,500 £50,000
% change year-on-year +20.00% -25.00% +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 504 504 480
As % of all permanent IT jobs advertised in Fareham 94.56% 91.97% 93.39%
Number of salaries quoted 448 398 404
Fareham median annual salary £37,500 £38,500 £37,500
Median salary % change year-on-year -2.60% +2.67% +12.78%
10th Percentile £24,750 £24,175 £21,250
90th Percentile £61,250 £57,500 £58,875
Hampshire median annual salary £42,500 £42,500 £42,500

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 15 December 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 Fareham region with a requirement for Machine Learning.

1 7 (87.50%) Software Engineering
1 7 (87.50%) C
1 7 (87.50%) C++
1 7 (87.50%) Linux
1 7 (87.50%) PhD
2 1 (12.50%) Predictive Analysis
2 1 (12.50%) Data Management
2 1 (12.50%) Data Analysis
2 1 (12.50%) Artificial Intelligence
2 1 (12.50%) Data Modelling
2 1 (12.50%) Data Mining
2 1 (12.50%) SMS
2 1 (12.50%) Python
2 1 (12.50%) SQL
2 1 (12.50%) Statistical Analysis
2 1 (12.50%) Statistics
2 1 (12.50%) Mathematics
2 1 (12.50%) Physics
2 1 (12.50%) Chemistry
2 1 (12.50%) Computer Science
2 1 (12.50%) Visualisation
2 1 (12.50%) Pattern Recognition
2 1 (12.50%) NoSQL
2 1 (12.50%) R
2 1 (12.50%) Data Visualisation
2 1 (12.50%) Natural Language Processing
2 1 (12.50%) Big Data
2 1 (12.50%) Statistical Modelling
2 1 (12.50%) Data Analytics
2 1 (12.50%) Analytics

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:

Communications & Networking
1 1 (12.50%) SMS
Database & Business Intelligence
1 1 (12.50%) Big Data
1 1 (12.50%) Data Mining
1 1 (12.50%) NoSQL
1 1 (12.50%) Relational Database
Job Titles
1 7 (87.50%) Machine Learning Engineer
1 7 (87.50%) Software Engineer
2 1 (12.50%) Data Analytics Engineer
2 1 (12.50%) Data Analytics Scientist
2 1 (12.50%) Data Engineer
2 1 (12.50%) Data Scientist
Libraries, Frameworks & Software Standards
1 1 (12.50%) Natural Language Processing
Miscellaneous
1 1 (12.50%) Algorithms
1 1 (12.50%) Analytical Skills
1 1 (12.50%) Computer Science
Operating Systems
1 7 (87.50%) Linux
Processes & Methodologies
1 7 (87.50%) Software Engineering
2 1 (12.50%) Analytics
2 1 (12.50%) Artificial Intelligence
2 1 (12.50%) Chemistry
2 1 (12.50%) Data Analysis
2 1 (12.50%) Data Analytics
2 1 (12.50%) Data Engineering
2 1 (12.50%) Data Management
2 1 (12.50%) Data Modelling
2 1 (12.50%) Data Visualisation
2 1 (12.50%) Mathematics
2 1 (12.50%) Metadata Management
2 1 (12.50%) Pattern Recognition
2 1 (12.50%) Physics
2 1 (12.50%) Predictive Analysis
2 1 (12.50%) Statistical Analysis
2 1 (12.50%) Statistical Modelling
2 1 (12.50%) Statistics
2 1 (12.50%) Visualisation
Programming Languages
1 7 (87.50%) C
1 7 (87.50%) C++
2 1 (12.50%) Python
2 1 (12.50%) R
2 1 (12.50%) SQL
Qualifications
1 7 (87.50%) PhD