Period
to 21 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Merseyside 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 21 January 2018 with a comparison to the same period in the previous 2 years.

Machine Learning
North West > Merseyside
6 months to
21 Jan 2018
Same period 2017 Same period 2016
Rank 84 106 87
Rank change year-on-year +22 -19 0
Permanent jobs citing Machine Learning 2 4 1
As % of all permanent IT jobs advertised in Merseyside 0.22% 0.32% 0.11%
As % of the Processes & Methodologies category 0.24% 0.36% 0.12%
Number of salaries quoted 2 4 2
Merseyside median annual salary £52,500 £55,000 £80,000
Median salary % change year-on-year -4.55% -31.25% +100.00%
North West median annual salary £50,000 £52,500 £52,500
% change year-on-year -4.76% - -2.78%

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 Merseyside with a requirement for process or methodology skills.

All Process and Methodology Skills
Merseyside
Permanent vacancies with a requirement for process or methodology skills 817 1,121 843
As % of all permanent IT jobs advertised in Merseyside 90.58% 88.69% 88.64%
Number of salaries quoted 642 778 641
Merseyside median annual salary £40,000 £40,000 £40,000
10th Percentile £26,250 £26,250 £26,000
90th Percentile £63,750 £57,500 £57,500
North West median annual salary £45,000 £40,000 £40,000
% change year-on-year +12.50% - -

Machine Learning
Job Vacancy Trend in Merseyside

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

Job vacancy trend for Machine Learning in Merseyside

Machine Learning
Salary Trend in Merseyside

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

Salary trend for Machine Learning in Merseyside

Machine Learning
Job Locations in Merseyside

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Machine Learning within the Merseyside region over the 6 months to 21 January 2018. 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
Liverpool +25 1 £57,500 +4.55% 2
Birkenhead - 1 £47,500 -
Machine Learning
North West

For the 6 months to 21 January 2018, 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 Merseyside region with a requirement for Machine Learning.

1 2 (100.00%) Business Intelligence
1 2 (100.00%) R
1 2 (100.00%) Python
2 1 (50.00%) XHTML
2 1 (50.00%) Microsoft Excel
2 1 (50.00%) Data Mining
2 1 (50.00%) Data Visualisation
2 1 (50.00%) Tableau
2 1 (50.00%) Statistical Modelling
2 1 (50.00%) Mobile App
2 1 (50.00%) SQL Server Management Studio (SSMS)
2 1 (50.00%) Analytical Skills
2 1 (50.00%) Algorithms
2 1 (50.00%) SQL Server 2016
2 1 (50.00%) Predictive Analysis
2 1 (50.00%) Actionable Insight
2 1 (50.00%) Mathematical Modelling
2 1 (50.00%) Monetization
2 1 (50.00%) C++
2 1 (50.00%) HTML
2 1 (50.00%) Java
2 1 (50.00%) PHP
2 1 (50.00%) SQL
2 1 (50.00%) VB
2 1 (50.00%) VB.NET
2 1 (50.00%) VBA
2 1 (50.00%) .NET
2 1 (50.00%) SQL Server
2 1 (50.00%) OLAP
2 1 (50.00%) Microsoft Office

Machine Learning
Co-occurring IT Skills in Merseyside 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 (50.00%) Microsoft Excel
1 1 (50.00%) Microsoft Office
1 1 (50.00%) Microsoft PowerPoint
Cloud Services
1 1 (50.00%) Microsoft Azure
Database & Business Intelligence
1 1 (50.00%) Data Mining
1 1 (50.00%) Hadoop
1 1 (50.00%) Microsoft Analysis Services
1 1 (50.00%) OLAP
1 1 (50.00%) SQL Server
1 1 (50.00%) SQL Server 2000
1 1 (50.00%) SQL Server 2016
1 1 (50.00%) SQL Server Analysis Services
1 1 (50.00%) SQL Server Integration Services
1 1 (50.00%) SQL Server Reporting Services
Development Applications
1 1 (50.00%) SQL Server Management Studio (SSMS)
General
1 1 (50.00%) Games
1 1 (50.00%) Marketing
1 1 (50.00%) Retail
Job Titles
1 1 (50.00%) Business Intelligence Lead
1 1 (50.00%) Data Scientist
Libraries, Frameworks & Software Standards
1 1 (50.00%) .NET
1 1 (50.00%) ASP.NET
1 1 (50.00%) CSS
1 1 (50.00%) HTML
1 1 (50.00%) XHTML
1 1 (50.00%) XML
Miscellaneous
1 1 (50.00%) Algorithms
1 1 (50.00%) Analytical Skills
1 1 (50.00%) Mobile App
1 1 (50.00%) Social Gaming
Processes & Methodologies
1 2 (100.00%) Business Intelligence
2 1 (50.00%) Actionable Insight
2 1 (50.00%) Applied Mathematics
2 1 (50.00%) Data Visualisation
2 1 (50.00%) Mathematical Modelling
2 1 (50.00%) Mathematics
2 1 (50.00%) Monetization
2 1 (50.00%) Predictive Analysis
2 1 (50.00%) Predictive Modelling
2 1 (50.00%) Quantitative Analysis
2 1 (50.00%) Statistical Modelling
2 1 (50.00%) Statistics
2 1 (50.00%) Visualisation
Programming Languages
1 2 (100.00%) Python
1 2 (100.00%) R
2 1 (50.00%) C++
2 1 (50.00%) Java
2 1 (50.00%) PHP
2 1 (50.00%) Scala
2 1 (50.00%) SQL
2 1 (50.00%) VB
2 1 (50.00%) VB.NET
2 1 (50.00%) VBA
Qualifications
1 1 (50.00%) Degree
Vendors
1 1 (50.00%) Tableau