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 30 January 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
30 Jan 2015
Same period 2014 Same period 2013
Machine Learning
Rank 131 - 154
Rank change year-on-year
- 0
Permanent jobs citing Machine Learning 5 0 8
As % of all permanent IT jobs located in Hertfordshire 0.25% - 0.29%
As % of the Processes & Methodologies category 0.31% - 0.37%
Number of salaries quoted 5 0 8
Average salary £60,000 - £35,000
90% offered a salary of more than £55,500 - £34,250
10% offered a salary of more than £67,000 - £37,500
UK excluding London average salary £45,000 £37,500 £37,500
% change year-on-year
+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
1636 1445 2143
As % of all permanent IT jobs located in Hertfordshire 80.39% 75.30% 77.59%
Number of salaries quoted 1257 1080 1799
Average salary £50,000 £45,000 £45,000
Average salary % change year-on-year
+11.11% -
90% offered a salary of more than £32,500 £30,000 £34,000
10% offered a salary of more than £70,000 £65,000 £62,500
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +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
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 30 January 2015.

Machine Learning Salary Histogram in Hertfordshire

Machine Learning
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 30 January 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 9 (100.00%) Java
1 9 (100.00%) Python
1 9 (100.00%) Artificial Intelligence
1 9 (100.00%) Statistics
1 9 (100.00%) Degree
1 9 (100.00%) Computer Science
2 5 (55.56%) Biostatistics
2 5 (55.56%) Economics
2 5 (55.56%) Business Analysis
2 5 (55.56%) Ruby
2 5 (55.56%) CPLEX
2 5 (55.56%) Monte Carlo Method
2 5 (55.56%) Hadoop
2 5 (55.56%) Visualisation
2 5 (55.56%) Predictive Modelling
2 5 (55.56%) Clojure
2 5 (55.56%) R
2 5 (55.56%) Digital Media
2 5 (55.56%) Big Data
2 5 (55.56%) Analytics
2 5 (55.56%) Apache Pig
2 5 (55.56%) C++
2 5 (55.56%) Statistical Analysis
2 5 (55.56%) Relational Database
2 5 (55.56%) Bayesian Methods
2 5 (55.56%) Time Series Analysis
2 5 (55.56%) Markov Chain
2 5 (55.56%) Factor Analysis
2 5 (55.56%) Structural Equation Modelling
2 5 (55.56%) Gibbs Sampling

Machine Learning
Top Related IT Skills in Hertfordshire by Category

For the 6 months to 30 January 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 5 (55.56%) Apache Pig
1 5 (55.56%) SAS
Applications
1 5 (55.56%) CPLEX
1 5 (55.56%) SPSS
Cloud Services
1 4 (44.44%) Google Cloud Platform
1 4 (44.44%) Google Compute Engine
Database & Business Intelligence
1 5 (55.56%) Hadoop
1 5 (55.56%) Big Data
1 5 (55.56%) Relational Database
1 5 (55.56%) Data Mining
Development Applications
1 4 (44.44%) Maven
1 4 (44.44%) Jenkins
General
1 5 (55.56%) Finance
1 5 (55.56%) Retail
2 4 (44.44%) Games
Job Titles
1 5 (55.56%) Data Scientist
2 4 (44.44%) Java Developer
2 4 (44.44%) Developer
3 2 (22.22%) Senior Developer
3 2 (22.22%) Junior Developer
3 2 (22.22%) Junior Java Developer
3 2 (22.22%) Senior Java Developer
3 2 (22.22%) Junior
Libraries, Frameworks & Software Standards
1 4 (44.44%) Celery
1 4 (44.44%) Guava
1 4 (44.44%) Django
Miscellaneous
1 9 (100.00%) Artificial Intelligence
1 9 (100.00%) Statistics
1 9 (100.00%) Computer Science
2 5 (55.56%) Economics
2 5 (55.56%) Visualisation
2 5 (55.56%) Digital Media
2 5 (55.56%) Algorithms
2 5 (55.56%) Informatics
2 5 (55.56%) Mathematics
2 5 (55.56%) Applied Mathematics
2 5 (55.56%) Physics
2 5 (55.56%) Chemistry
2 5 (55.56%) Psychology
2 5 (55.56%) Neural Network
3 4 (44.44%) Analytical Skills
Operating Systems
1 4 (44.44%) UNIX
1 4 (44.44%) Linux
Processes & Methodologies
1 5 (55.56%) Biostatistics
1 5 (55.56%) Business Analysis
1 5 (55.56%) Monte Carlo Method
1 5 (55.56%) Predictive Modelling
1 5 (55.56%) Analytics
1 5 (55.56%) Statistical Analysis
1 5 (55.56%) Bayesian Methods
1 5 (55.56%) Time Series Analysis
1 5 (55.56%) Markov Chain
1 5 (55.56%) Factor Analysis
1 5 (55.56%) Structural Equation Modelling
1 5 (55.56%) Gibbs Sampling
1 5 (55.56%) Linear Regression
1 5 (55.56%) Database Theory
1 5 (55.56%) Relational Database Theory
1 5 (55.56%) Logistic Regression
1 5 (55.56%) Cluster Analysis
1 5 (55.56%) Bioinformatics
1 5 (55.56%) Data Analysis
1 5 (55.56%) Econometrics
Programming Languages
1 9 (100.00%) Java
1 9 (100.00%) Python
2 5 (55.56%) Ruby
2 5 (55.56%) Clojure
2 5 (55.56%) R
2 5 (55.56%) C++
2 5 (55.56%) SQL
2 5 (55.56%) MATLAB
Qualifications
1 9 (100.00%) Degree
2 5 (55.56%) PhD
Vendors
1 4 (44.44%) Google