The table below looks at the statistics for Machine Learning skills in IT jobs advertised for the Hertfordshire region. Included is a guide to the average salaries offered in IT jobs that have cited Machine Learning over the 3 months to 3 August 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
3 Aug 2015
Same period 2014 Same period 2013
Machine Learning
Rank 146 - 131
Rank change year-on-year
- 0
Permanent jobs citing Machine Learning 8 0 1
As % of all permanent IT jobs located in Hertfordshire 0.33% - 0.047%
As % of the Processes & Methodologies category 0.41% - 0.060%
Number of salaries quoted 8 0 1
Average salary £67,500 - £35,000
UK excluding London average salary £45,500 £37,500 £47,500
% change year-on-year
+21.33% -21.05%
Machine Learning
East of England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Hertfordshire region.

Processes & Methodologies Category
Hertfordshire
Permanent IT job ads with a match in the
Processes & Methodologies category
1957 2007 1672
As % of all permanent IT jobs located in Hertfordshire 81.34% 81.06% 78.76%
Number of salaries quoted 1647 1652 1275
Average salary £48,000 £48,000 £45,000
Average salary % change year-on-year
- +6.66%
90% offered a salary of more than £31,000 £32,500 £30,000
10% offered a salary of more than £70,000 £65,000 £75,000
UK excluding London average salary £45,000 £42,500 £41,000
% change year-on-year
+5.88% +3.65%

Machine Learning
Jobs Demand Trend in Hertfordshire

This chart provides a 3-month moving total of permanent IT jobs citing Machine Learning across the Hertfordshire region as a proportion of the total demand within the Processes & Methodologies category.

Machine Learning Jobs Demand Trend in Hertfordshire

Machine Learning
Salary Trend in Hertfordshire

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

Machine Learning Salary Trend in Hertfordshire

Machine Learning
Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Machine Learning within the Hertfordshire region over the 3 months to 3 August 2015. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Hertford - 8 £67,500 - 1
Machine Learning
East of England

Machine Learning
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 3 August 2015, IT jobs across the Hertfordshire region citing Machine Learning also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Machine Learning.

1 12 (100.00%) Java
1 12 (100.00%) Scala
2 11 (91.67%) Akka
2 11 (91.67%) Apache Cassandra
2 11 (91.67%) NoSQL
2 11 (91.67%) Spring
2 11 (91.67%) Degree
2 11 (91.67%) Mathematics
2 11 (91.67%) Computer Science
2 11 (91.67%) Kanban
2 11 (91.67%) Tomcat
2 11 (91.67%) Hibernate
2 11 (91.67%) Scrum
2 11 (91.67%) Agile Software Development
3 1 (8.33%) Text Mining
3 1 (8.33%) Python
3 1 (8.33%) PhD
3 1 (8.33%) Data Mining
3 1 (8.33%) Predictive Analytics
3 1 (8.33%) Statistics
3 1 (8.33%) OOP
3 1 (8.33%) OO
3 1 (8.33%) R
3 1 (8.33%) MapReduce
3 1 (8.33%) Big Data
3 1 (8.33%) Analytics
3 1 (8.33%) Apache Spark
3 1 (8.33%) Algorithms
3 1 (8.33%) Hadoop
3 1 (8.33%) Pattern Recognition

Machine Learning
Top Related IT Skills in Hertfordshire by Category

For the 6 months to 3 August 2015, IT jobs across the Hertfordshire region citing Machine Learning also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Machine Learning. Up to 20 skills are shown per category.

Application Platforms
1 11 (91.67%) Tomcat
2 1 (8.33%) Apache Spark
Database & Business Intelligence
1 11 (91.67%) Apache Cassandra
1 11 (91.67%) NoSQL
2 1 (8.33%) Big Data
2 1 (8.33%) Data Mining
2 1 (8.33%) Text Mining
2 1 (8.33%) Hadoop
Job Titles
1 1 (8.33%) Data Scientist
Libraries, Frameworks & Software Standards
1 11 (91.67%) Hibernate
1 11 (91.67%) Spring
1 11 (91.67%) Akka
Miscellaneous
1 11 (91.67%) Mathematics
1 11 (91.67%) Computer Science
2 1 (8.33%) Algorithms
2 1 (8.33%) Statistics
Processes & Methodologies
1 11 (91.67%) Scrum
1 11 (91.67%) Agile Software Development
1 11 (91.67%) Kanban
2 1 (8.33%) Pattern Recognition
2 1 (8.33%) MapReduce
2 1 (8.33%) Analytics
2 1 (8.33%) Predictive Analytics
2 1 (8.33%) OOP
2 1 (8.33%) OO
Programming Languages
1 12 (100.00%) Java
1 12 (100.00%) Scala
2 1 (8.33%) R
2 1 (8.33%) Python
Qualifications
1 11 (91.67%) Degree
2 1 (8.33%) PhD
Hertford, Hertfordshire
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