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 22 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Feb 2017
Same period 2016 Same period 2015
Machine Learning
East of England / Hertfordshire
Rank 124 139 142
Rank change year-on-year
+15 +3
Permanent jobs citing Machine Learning 11 10 4
As % of all permanent IT jobs located in Hertfordshire 0.54% 0.45% 0.20%
As % of the Processes & Methodologies category 0.62% 0.53% 0.23%
Number of salaries quoted 11 8 4
Median salary £60,000 £50,000 £60,000
Median salary % change year-on-year
+20.00% -16.66%
90% offered a salary of more than £42,500 £41,500 £54,750
10% offered a salary of more than £70,000 £50,000 £67,000
UK excluding London median salary £50,000 £55,000 £45,000
% change year-on-year
-9.09% +22.22%

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
1765 1889 1712
As % of all permanent IT jobs located in Hertfordshire 86.77% 84.33% 83.84%
Number of salaries quoted 1473 1564 1356
Median salary £47,500 £50,000 £50,000
Median salary % change year-on-year
-5.00% -
90% offered a salary of more than £32,500 £32,500 £32,500
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 22 February 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 22 February 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 - 5 £60,000 - 1
Tring +3 2 £42,500 +2.40%
Hemel Hempstead - 1 £110,000 -
St Albans - 1 £55,000 -
Stevenage - 1 £55,000 -
Machine Learning
East of England

Machine Learning
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 22 February 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 11 (64.71%) Java
2 9 (52.94%) Agile Software Development
2 9 (52.94%) Scala
3 7 (41.18%) Microservices
4 6 (35.29%) Mentoring
4 6 (35.29%) Akka
4 6 (35.29%) Apache Cassandra
4 6 (35.29%) NoSQL
5 5 (29.41%) High Availability
5 5 (29.41%) AngularJS
5 5 (29.41%) RESTful
5 5 (29.41%) Coaching
5 5 (29.41%) SDLC
5 5 (29.41%) Degree
5 5 (29.41%) SQL
5 5 (29.41%) Web Services
5 5 (29.41%) PhD
6 4 (23.53%) Data Mining
6 4 (23.53%) Tomcat
6 4 (23.53%) Spring
6 4 (23.53%) Neural Network
6 4 (23.53%) Computer Vision
7 3 (17.65%) DevOps
7 3 (17.65%) Information Retrieval
7 3 (17.65%) Big Data
7 3 (17.65%) Talend
7 3 (17.65%) hybris
7 3 (17.65%) TDD
7 3 (17.65%) Mathematics
7 3 (17.65%) Continuous Integration

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 4 (23.53%) Tomcat
2 1 (5.88%) Apache Spark
2 1 (5.88%) SAS
Cloud Services
1 1 (5.88%) Amazon AWS
1 1 (5.88%) Amazon S3
Database & Business Intelligence
1 6 (35.29%) Apache Cassandra
1 6 (35.29%) NoSQL
2 4 (23.53%) Data Mining
3 3 (17.65%) Big Data
4 1 (5.88%) Hadoop
4 1 (5.88%) MongoDB
Development Applications
1 3 (17.65%) Talend Open Studio
Job Titles
1 5 (29.41%) Developer
1 5 (29.41%) Development Team Leader
1 5 (29.41%) Java Developer
1 5 (29.41%) Java Development Team Leader
1 5 (29.41%) Java Team Leader
1 5 (29.41%) Team Leader
2 4 (23.53%) Machine Learning Engineer
3 2 (11.76%) AWS Developer
3 2 (11.76%) Big Data Developer
3 2 (11.76%) Machine Learning Developer
3 2 (11.76%) Senior Big Data Developer
3 2 (11.76%) Senior Developer
3 2 (11.76%) Senior Java Developer
4 1 (5.88%) Algorithm Engineer
4 1 (5.88%) Computer Engineer
4 1 (5.88%) Computer Vision Engineer
4 1 (5.88%) Data Scientist
Libraries, Frameworks & Software Standards
1 6 (35.29%) Akka
2 5 (29.41%) AngularJS
2 5 (29.41%) RESTful
2 5 (29.41%) Web Services
3 4 (23.53%) Spring
4 3 (17.65%) XML
5 1 (5.88%) Hibernate
Miscellaneous
1 2 (11.76%) Algorithms
2 1 (5.88%) Analytical Skills
2 1 (5.88%) Computer Science
Processes & Methodologies
1 9 (52.94%) Agile Software Development
2 7 (41.18%) Microservices
3 6 (35.29%) Mentoring
4 5 (29.41%) Coaching
4 5 (29.41%) High Availability
4 5 (29.41%) SDLC
5 4 (23.53%) Computer Vision
5 4 (23.53%) Neural Network
6 3 (17.65%) Continuous Integration
6 3 (17.65%) Data Cleansing
6 3 (17.65%) DevOps
6 3 (17.65%) ETL
6 3 (17.65%) Information Retrieval
6 3 (17.65%) Mathematics
6 3 (17.65%) TDD
7 2 (11.76%) Reinforcement Learning
7 2 (11.76%) Statistics
8 1 (5.88%) Complexity Analysis
8 1 (5.88%) Operations Research
8 1 (5.88%) Predictive Analytics
Programming Languages
1 11 (64.71%) Java
2 9 (52.94%) Scala
3 5 (29.41%) SQL
4 3 (17.65%) JavaScript
5 2 (11.76%) Python
5 2 (11.76%) R
Qualifications
1 5 (29.41%) Degree
1 5 (29.41%) PhD
Vendors
1 3 (17.65%) hybris
1 3 (17.65%) Talend
Borehamwood, Hertfordshire
IT Connections
Salary: £30,000 to £35,000 + 20% Bonus
Posted: 10 hours ago
Potters Bar, Hertfordshire
Understanding Recruitment
Salary: £55000 - £65000 per annum + bens
Posted: 2 days ago