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 29 May 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
29 May 2015
Same period 2014 Same period 2013
Machine Learning
Rank 145 - -
Rank change year-on-year
- 0
Permanent jobs citing Machine Learning 4 0 0
As % of all permanent IT jobs located in Hertfordshire 0.18% - -
As % of the Processes & Methodologies category 0.23% - -
Number of salaries quoted 4 0 0
Average salary £60,000 - -
UK excluding London average salary £52,500 £42,500 £50,000
% change year-on-year
+23.52% -15.00%
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
1710 1988 1973
As % of all permanent IT jobs located in Hertfordshire 76.14% 77.87% 80.66%
Number of salaries quoted 1351 1596 1555
Average salary £50,000 £47,500 £45,000
Average salary % change year-on-year
+5.26% +5.55%
90% offered a salary of more than £31,500 £32,500 £31,500
10% offered a salary of more than £70,000 £62,500 £72,500
UK excluding London average salary £44,500 £42,500 £40,000
% change year-on-year
+4.70% +6.25%

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 29 May 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
Potters Bar - 2 £60,000 -
St Albans - 1 £62,500 -
Welwyn Garden City - 1 £60,000 -
Machine Learning
East of England

Machine Learning
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 29 May 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 7 (100.00%) Java
2 6 (85.71%) Degree
2 6 (85.71%) Mathematics
2 6 (85.71%) Computer Science
3 4 (57.14%) Scala
3 4 (57.14%) Hadoop
3 4 (57.14%) R
3 4 (57.14%) Statistics
3 4 (57.14%) Big Data
3 4 (57.14%) Analytics
3 4 (57.14%) Algorithms
3 4 (57.14%) Python
3 4 (57.14%) PhD
3 4 (57.14%) Data Mining
4 3 (42.86%) SAS
4 3 (42.86%) SPSS
4 3 (42.86%) MATLAB
4 3 (42.86%) Finance
4 3 (42.86%) Hibernate
4 3 (42.86%) Scrum
4 3 (42.86%) Econometrics
4 3 (42.86%) Agile Software Development
4 3 (42.86%) Retail
4 3 (42.86%) E-Commerce
4 3 (42.86%) Data Modelling
4 3 (42.86%) SQL
4 3 (42.86%) Applied Mathematics
4 3 (42.86%) Physics
4 3 (42.86%) Chemistry
4 3 (42.86%) Psychology

Machine Learning
Top Related IT Skills in Hertfordshire by Category

For the 6 months to 29 May 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 3 (42.86%) SAS
1 3 (42.86%) Tomcat
1 3 (42.86%) Apache Pig
2 1 (14.29%) Apache Spark
Applications
1 3 (42.86%) SPSS
1 3 (42.86%) CPLEX
Database & Business Intelligence
1 4 (57.14%) Hadoop
1 4 (57.14%) Big Data
1 4 (57.14%) Data Mining
2 3 (42.86%) Relational Database
2 3 (42.86%) Apache Cassandra
2 3 (42.86%) NoSQL
3 1 (14.29%) Text Mining
General
1 3 (42.86%) Finance
1 3 (42.86%) Retail
Job Titles
1 4 (57.14%) Data Scientist
Libraries, Frameworks & Software Standards
1 3 (42.86%) Hibernate
1 3 (42.86%) Spring
1 3 (42.86%) Akka
Miscellaneous
1 6 (85.71%) Mathematics
1 6 (85.71%) Computer Science
2 4 (57.14%) Statistics
2 4 (57.14%) Algorithms
3 3 (42.86%) Applied Mathematics
3 3 (42.86%) Physics
3 3 (42.86%) Chemistry
3 3 (42.86%) Psychology
3 3 (42.86%) Artificial Intelligence
3 3 (42.86%) Neural Network
3 3 (42.86%) Economics
3 3 (42.86%) Digital Media
3 3 (42.86%) Informatics
3 3 (42.86%) Visualisation
Processes & Methodologies
1 4 (57.14%) Analytics
2 3 (42.86%) Scrum
2 3 (42.86%) Econometrics
2 3 (42.86%) Agile Software Development
2 3 (42.86%) E-Commerce
2 3 (42.86%) Data Modelling
2 3 (42.86%) Data Analysis
2 3 (42.86%) Bioinformatics
2 3 (42.86%) Business Analysis
2 3 (42.86%) Statistical Analysis
2 3 (42.86%) Linear Regression
2 3 (42.86%) Database Theory
2 3 (42.86%) Relational Database Theory
2 3 (42.86%) Bayesian Methods
2 3 (42.86%) Time Series Analysis
2 3 (42.86%) Markov Chain
2 3 (42.86%) Factor Analysis
2 3 (42.86%) Structural Equation Modelling
2 3 (42.86%) Gibbs Sampling
2 3 (42.86%) Logistic Regression
Programming Languages
1 7 (100.00%) Java
2 4 (57.14%) Scala
2 4 (57.14%) R
2 4 (57.14%) Python
3 3 (42.86%) MATLAB
3 3 (42.86%) SQL
3 3 (42.86%) C++
3 3 (42.86%) Ruby
3 3 (42.86%) Clojure
Qualifications
1 6 (85.71%) Degree
2 4 (57.14%) PhD