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 14 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
14 Feb 2016
Same period 2015 Same period 2014
Machine Learning
Rank 138 139 -
Rank change year-on-year
+1 -
Permanent jobs citing Machine Learning 8 4 0
As % of all permanent IT jobs located in Hertfordshire 0.36% 0.20% -
As % of the Processes & Methodologies category 0.44% 0.24% -
Number of salaries quoted 8 4 0
Average salary £50,000 £60,000 -
Average salary % change year-on-year
-16.66% -
UK excluding London average salary £52,500 £45,000 £37,500
% change year-on-year
+16.66% +20.00%
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
1816 1638 1591
As % of all permanent IT jobs located in Hertfordshire 82.51% 81.78% 78.88%
Number of salaries quoted 1528 1269 1180
Average salary £50,000 £50,000 £45,000
Average salary % change year-on-year
- +11.11%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £70,000 £65,000 £72,500
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

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
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 14 February 2016.

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 average salaries quoted in IT jobs citing Machine Learning within the Hertfordshire region over the 3 months to 14 February 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
(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
Letchworth - 5 £50,000 - 1
Tring - 2 £41,500 -
Machine Learning
East of England

Machine Learning
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 14 February 2016, 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 10 (100.00%) Java
2 9 (90.00%) Agile Software Development
3 8 (80.00%) Data Mining
4 6 (60.00%) Analytics
5 5 (50.00%) Data Analytics
5 5 (50.00%) Fintech
5 5 (50.00%) C++
5 5 (50.00%) Finance
6 4 (40.00%) SQL
6 4 (40.00%) Tomcat
6 4 (40.00%) Spring
6 4 (40.00%) Degree
6 4 (40.00%) Mathematics
6 4 (40.00%) Computer Science
7 3 (30.00%) TDD
7 3 (30.00%) hybris
7 3 (30.00%) ETL
7 3 (30.00%) SDLC
7 3 (30.00%) Talend
7 3 (30.00%) Continuous Integration
7 3 (30.00%) Data Cleansing
7 3 (30.00%) Talend Open Studio
7 3 (30.00%) DevOps
7 3 (30.00%) Information Retrieval
8 2 (20.00%) Scala
8 2 (20.00%) XML
8 2 (20.00%) JavaScript
8 2 (20.00%) Apache Cassandra
8 2 (20.00%) NoSQL
9 1 (10.00%) Weka

Machine Learning
Top Related IT Skills in Hertfordshire by Category

For the 6 months to 14 February 2016, 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 4 (40.00%) Tomcat
2 1 (10.00%) Apache Spark
Applications
1 1 (10.00%) Weka
Database & Business Intelligence
1 8 (80.00%) Data Mining
2 2 (20.00%) Apache Cassandra
2 2 (20.00%) NoSQL
3 1 (10.00%) Flink
3 1 (10.00%) Hadoop
3 1 (10.00%) HBase
3 1 (10.00%) Mahout
Development Applications
1 3 (30.00%) Talend Open Studio
General
1 5 (50.00%) Finance
Job Titles
1 8 (80.00%) Developer
1 8 (80.00%) Java Developer
2 1 (10.00%) Data Scientist
2 1 (10.00%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 4 (40.00%) Spring
2 2 (20.00%) XML
3 1 (10.00%) Akka
3 1 (10.00%) Cascading
3 1 (10.00%) Hibernate
3 1 (10.00%) Spring MVC
Miscellaneous
1 5 (50.00%) Fintech
2 4 (40.00%) Computer Science
2 4 (40.00%) Mathematics
3 1 (10.00%) Algorithms
3 1 (10.00%) Statistics
Processes & Methodologies
1 9 (90.00%) Agile Software Development
2 6 (60.00%) Analytics
3 5 (50.00%) Data Analytics
4 3 (30.00%) Continuous Integration
4 3 (30.00%) Data Cleansing
4 3 (30.00%) DevOps
4 3 (30.00%) ETL
4 3 (30.00%) Information Retrieval
4 3 (30.00%) SDLC
4 3 (30.00%) TDD
5 1 (10.00%) Bayesian Methods
5 1 (10.00%) Data Analysis
5 1 (10.00%) E-Commerce
5 1 (10.00%) Kanban
5 1 (10.00%) MapReduce
5 1 (10.00%) Multivariate Testing
5 1 (10.00%) MVC
5 1 (10.00%) Scrum
5 1 (10.00%) Statistical Learning
Programming Languages
1 10 (100.00%) Java
2 5 (50.00%) C++
3 4 (40.00%) SQL
4 2 (20.00%) JavaScript
4 2 (20.00%) Scala
5 1 (10.00%) Python
5 1 (10.00%) R
Qualifications
1 4 (40.00%) Degree
2 1 (10.00%) PhD
Vendors
1 3 (30.00%) hybris
1 3 (30.00%) Talend
Letchworth Garden City, Hertfordshire
Understanding Recruitment
Salary: £45000 - £55000 per annum + bens - pens, health + more
Posted: 8 hours ago
Hatfield, Hertfordshire
Ocado
Salary: Competitive + Benefits
Posted: 3 days ago