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 19 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Jan 2017
Same period 2016 Same period 2015
Machine Learning
East of England / Hertfordshire
Rank 126 138 136
Rank change year-on-year
+12 -2
Permanent jobs citing Machine Learning 6 1 6
As % of all permanent IT jobs located in Hertfordshire 0.30% 0.048% 0.29%
As % of the Processes & Methodologies category 0.34% 0.057% 0.34%
Number of salaries quoted 6 1 6
Median salary £56,250 £65,000 £60,000
Median salary % change year-on-year
-13.46% +8.33%
90% offered a salary of more than £42,500 £65,000 £43,750
10% offered a salary of more than £70,000 £65,000 £66,250
UK excluding London median salary £50,000 £55,000 £42,500
% change year-on-year
-9.09% +29.41%

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
1761 1748 1744
As % of all permanent IT jobs located in Hertfordshire 87.18% 84.08% 84.25%
Number of salaries quoted 1449 1472 1368
Median salary £50,000 £53,000 £50,000
Median salary % change year-on-year
-5.66% +6.00%
90% offered a salary of more than £30,000 £32,500 £34,000
10% offered a salary of more than £70,000 £72,500 £70,000
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
Salary Histogram in Hertfordshire

This chart provides a salary histogram for IT jobs citing Machine Learning across the Hertfordshire region over the 3 months to 19 January 2017.

Machine Learning Salary Histogram 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 19 January 2017. 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 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
Potters Bar - 3 £70,000 - 1
Tring - 3 £42,500 -
Machine Learning
East of England

Machine Learning
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 19 January 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 Hertfordshire region with a requirement for Machine Learning.

1 12 (100.00%) Java
1 12 (100.00%) Agile Software Development
2 9 (75.00%) Scala
2 9 (75.00%) Apache Cassandra
2 9 (75.00%) NoSQL
2 9 (75.00%) Akka
3 7 (58.33%) AngularJS
3 7 (58.33%) High Availability
3 7 (58.33%) Mentoring
3 7 (58.33%) Coaching
3 7 (58.33%) Microservices
3 7 (58.33%) RESTful
3 7 (58.33%) Web Services
4 5 (41.67%) Tomcat
4 5 (41.67%) Spring
5 3 (25.00%) TDD
5 3 (25.00%) Data Mining
5 3 (25.00%) ETL
5 3 (25.00%) XML
5 3 (25.00%) JavaScript
5 3 (25.00%) SQL
5 3 (25.00%) hybris
5 3 (25.00%) Continuous Integration
5 3 (25.00%) Data Cleansing
5 3 (25.00%) Talend Open Studio
5 3 (25.00%) SDLC
5 3 (25.00%) Talend
5 3 (25.00%) DevOps
5 3 (25.00%) Information Retrieval
6 2 (16.67%) Kanban

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 5 (41.67%) Tomcat
Database & Business Intelligence
1 9 (75.00%) Apache Cassandra
1 9 (75.00%) NoSQL
2 3 (25.00%) Data Mining
Development Applications
1 3 (25.00%) Talend Open Studio
Job Titles
1 7 (58.33%) Development Team Leader
1 7 (58.33%) Java Development Team Leader
1 7 (58.33%) Java Team Leader
1 7 (58.33%) Team Leader
2 3 (25.00%) Developer
2 3 (25.00%) Java Developer
Libraries, Frameworks & Software Standards
1 9 (75.00%) Akka
2 7 (58.33%) AngularJS
2 7 (58.33%) RESTful
2 7 (58.33%) Web Services
3 5 (41.67%) Spring
4 3 (25.00%) XML
5 2 (16.67%) Hibernate
Miscellaneous
1 2 (16.67%) Computer Science
1 2 (16.67%) Mathematics
Processes & Methodologies
1 12 (100.00%) Agile Software Development
2 7 (58.33%) Coaching
2 7 (58.33%) High Availability
2 7 (58.33%) Mentoring
2 7 (58.33%) Microservices
3 3 (25.00%) Continuous Integration
3 3 (25.00%) Data Cleansing
3 3 (25.00%) DevOps
3 3 (25.00%) ETL
3 3 (25.00%) Information Retrieval
3 3 (25.00%) SDLC
3 3 (25.00%) TDD
4 2 (16.67%) Kanban
4 2 (16.67%) Scrum
Programming Languages
1 12 (100.00%) Java
2 9 (75.00%) Scala
3 3 (25.00%) JavaScript
3 3 (25.00%) SQL
Qualifications
1 2 (16.67%) Degree
Vendors
1 3 (25.00%) hybris
1 3 (25.00%) Talend
Potters Bar, Hertfordshire
Understanding Recruitment
Salary: £65000 - £70000 per annum + be - shares, pens, health+
Posted: 4 days ago
Kings Langley, Hertfordshire
Technical Futures
Salary: Excellent Package
Posted: 2 days ago