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 salaries offered in IT jobs that have cited Machine Learning over the 3 months to 30 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Machine Learning
Rank 132 144 142
Rank change year-on-year
+12 -2
Permanent jobs citing Machine Learning 5 10 6
As % of all permanent IT jobs located in Hertfordshire 0.25% 0.42% 0.26%
As % of the Processes & Methodologies category 0.28% 0.50% 0.31%
Number of salaries quoted 5 10 6
Median salary £70,000 £67,500 £40,000
Median salary % change year-on-year
+3.70% +68.75%
UK excluding London median salary £50,000 £47,500 £40,000
% change year-on-year
+5.26% +18.75%
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
1764 2006 1934
As % of all permanent IT jobs located in Hertfordshire 86.64% 84.82% 83.83%
Number of salaries quoted 1472 1728 1586
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £72,500 £75,000 £72,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Machine Learning
Jobs Demand Trend in Hertfordshire

The demand trend of job ads across the Hertfordshire region citing Machine Learning as a proportion of all IT jobs with a match in 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 median salaries quoted in IT jobs citing Machine Learning within the Hertfordshire region over the 3 months to 30 September 2016. 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
St Albans - 3 £70,000 - 3
Potters Bar - 2 £70,000 -
Machine Learning
East of England

Machine Learning
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 30 September 2016, 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 Hertfordshire region with a requirement for Machine Learning.

1 13 (86.67%) Java
1 13 (86.67%) Agile Software Development
1 13 (86.67%) Scala
1 13 (86.67%) NoSQL
2 8 (53.33%) Analytics
2 8 (53.33%) Big Data
2 8 (53.33%) Data Analytics
2 8 (53.33%) Data Mining
3 6 (40.00%) Apache Cassandra
4 5 (33.33%) Akka
5 4 (26.67%) Mentoring
5 4 (26.67%) Coaching
5 4 (26.67%) Microservices
5 4 (26.67%) High Availability
5 4 (26.67%) AngularJS
5 4 (26.67%) RESTful
5 4 (26.67%) Web Services
6 3 (20.00%) C++
7 2 (13.33%) C
7 2 (13.33%) OpenGL
7 2 (13.33%) DirectX
7 2 (13.33%) Unix
7 2 (13.33%) Linux
7 2 (13.33%) Tomcat
7 2 (13.33%) CUDA
7 2 (13.33%) OpenCL
7 2 (13.33%) OpenGL ES
7 2 (13.33%) Image Processing
7 2 (13.33%) Video Processing
7 2 (13.33%) Marketing

Machine Learning
Top Related IT Skills in Hertfordshire 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:

Application Platforms
1 2 (13.33%) Tomcat
2 1 (6.67%) GlassFish
Database & Business Intelligence
1 13 (86.67%) NoSQL
2 8 (53.33%) Big Data
2 8 (53.33%) Data Mining
3 6 (40.00%) Apache Cassandra
General
1 2 (13.33%) Marketing
2 1 (6.67%) Finance
Job Titles
1 8 (53.33%) Developer
1 8 (53.33%) Java Developer
2 5 (33.33%) Java Scala Developer
2 5 (33.33%) Scala Developer
3 4 (26.67%) Development Team Leader
3 4 (26.67%) Java Development Team Leader
3 4 (26.67%) Java Team Leader
3 4 (26.67%) Team Leader
4 3 (20.00%) Senior Developer
4 3 (20.00%) Senior Java Developer
5 2 (13.33%) Research Engineer
Libraries, Frameworks & Software Standards
1 5 (33.33%) Akka
2 4 (26.67%) AngularJS
2 4 (26.67%) RESTful
2 4 (26.67%) Web Services
3 2 (13.33%) DirectX
3 2 (13.33%) OpenCL
3 2 (13.33%) OpenGL
3 2 (13.33%) OpenGL ES
4 1 (6.67%) Hibernate
4 1 (6.67%) JMS
4 1 (6.67%) Spring
Miscellaneous
1 2 (13.33%) Algorithms
1 2 (13.33%) CUDA
2 1 (6.67%) Computer Science
2 1 (6.67%) Mathematics
Operating Systems
1 2 (13.33%) Linux
1 2 (13.33%) Unix
Processes & Methodologies
1 13 (86.67%) Agile Software Development
2 8 (53.33%) Analytics
2 8 (53.33%) Data Analytics
3 4 (26.67%) Coaching
3 4 (26.67%) High Availability
3 4 (26.67%) Mentoring
3 4 (26.67%) Microservices
4 2 (13.33%) Computer Vision
4 2 (13.33%) Image Processing
4 2 (13.33%) Signal Processing
4 2 (13.33%) Video Processing
5 1 (6.67%) Kanban
5 1 (6.67%) Scrum
Programming Languages
1 13 (86.67%) Java
1 13 (86.67%) Scala
2 3 (20.00%) C++
3 2 (13.33%) C
Qualifications
1 1 (6.67%) Degree
St. Albans, Hertfordshire
Digitech Resourcing Ltd
Salary: From £40,000 to £65,000 per annum plus benefits and relocation
Posted: 3 days ago
St. Albans, Hertfordshire
Understanding Recruitment
Salary: £65000 - £70000 per annum + be - shares, pens, health+
Posted: 5 days ago
St. Albans
Eligo Recruitment
Salary: £50000 - £60000 per annum + Benefits
Posted: 15 days ago