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 18 December 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
18 Dec 2014
Same period 2013 Same period 2012
Machine Learning
Rank 148 130 159
Rank change year-on-year
-18 +29
Permanent jobs citing Machine Learning 3 1 11
As % of all permanent IT jobs located in Hertfordshire 0.13% 0.053% 0.36%
As % of the Processes & Methodologies category 0.16% 0.071% 0.47%
Number of salaries quoted 3 1 11
Average salary £62,500 £27,500 £37,500
Average salary % change year-on-year
+127.27% -26.66%
UK excluding London average salary £55,000 £40,000 £37,500
% change year-on-year
+37.50% +6.66%
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
1837 1399 2361
As % of all permanent IT jobs located in Hertfordshire 77.71% 74.77% 77.11%
Number of salaries quoted 1456 1069 2000
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 £32,500
10% offered a salary of more than £70,000 £61,000 £67,500
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
Top 30 Related IT Skills in Hertfordshire

For the 6 months to 18 December 2014, 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
1 7 (100.00%) Python
1 7 (100.00%) Artificial Intelligence
1 7 (100.00%) Statistics
1 7 (100.00%) Degree
1 7 (100.00%) Computer Science
2 4 (57.14%) Google
2 4 (57.14%) Software Engineering
2 4 (57.14%) Django
2 4 (57.14%) Multithreading
2 4 (57.14%) Google Compute Engine
2 4 (57.14%) Guava
2 4 (57.14%) Jenkins
2 4 (57.14%) Analytical Skills
2 4 (57.14%) Google Cloud Platform
2 4 (57.14%) Maven
2 4 (57.14%) Games
2 4 (57.14%) UNIX
2 4 (57.14%) Linux
2 4 (57.14%) OO
3 3 (42.86%) SQL
3 3 (42.86%) Data Modelling
3 3 (42.86%) Data Mining
3 3 (42.86%) SAS
3 3 (42.86%) SPSS
3 3 (42.86%) MATLAB
3 3 (42.86%) Econometrics
3 3 (42.86%) C++
3 3 (42.86%) Finance
3 3 (42.86%) PhD

Machine Learning
Top Related IT Skills in Hertfordshire by Category

For the 6 months to 18 December 2014, 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%) Apache Pig
Applications
1 3 (42.86%) SPSS
1 3 (42.86%) CPLEX
Cloud Services
1 4 (57.14%) Google Compute Engine
1 4 (57.14%) Google Cloud Platform
Database & Business Intelligence
1 3 (42.86%) Data Mining
1 3 (42.86%) Hadoop
1 3 (42.86%) Big Data
1 3 (42.86%) Relational Database
Development Applications
1 4 (57.14%) Maven
1 4 (57.14%) Jenkins
General
1 4 (57.14%) Games
2 3 (42.86%) Retail
2 3 (42.86%) Finance
Job Titles
1 4 (57.14%) Java Developer
1 4 (57.14%) Developer
2 3 (42.86%) Data Scientist
3 2 (28.57%) Junior
3 2 (28.57%) Senior Developer
3 2 (28.57%) Junior Developer
3 2 (28.57%) Junior Java Developer
3 2 (28.57%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 4 (57.14%) Django
1 4 (57.14%) Guava
Miscellaneous
1 7 (100.00%) Statistics
1 7 (100.00%) Artificial Intelligence
1 7 (100.00%) Computer Science
2 4 (57.14%) Analytical Skills
3 3 (42.86%) Algorithms
3 3 (42.86%) Visualisation
3 3 (42.86%) Digital Media
3 3 (42.86%) Neural Network
3 3 (42.86%) Economics
3 3 (42.86%) Informatics
3 3 (42.86%) Mathematics
3 3 (42.86%) Applied Mathematics
3 3 (42.86%) Physics
3 3 (42.86%) Chemistry
3 3 (42.86%) Psychology
Operating Systems
1 4 (57.14%) UNIX
1 4 (57.14%) Linux
Processes & Methodologies
1 4 (57.14%) Software Engineering
1 4 (57.14%) Multithreading
1 4 (57.14%) OO
2 3 (42.86%) Monte Carlo Method
2 3 (42.86%) Predictive Modelling
2 3 (42.86%) Analytics
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%) Linear Regression
2 3 (42.86%) Database Theory
2 3 (42.86%) Relational Database Theory
2 3 (42.86%) Business Analysis
2 3 (42.86%) Statistical Analysis
2 3 (42.86%) Logistic Regression
2 3 (42.86%) Cluster Analysis
2 3 (42.86%) Biostatistics
Programming Languages
1 7 (100.00%) Python
1 7 (100.00%) Java
2 3 (42.86%) SQL
2 3 (42.86%) C++
2 3 (42.86%) MATLAB
2 3 (42.86%) Ruby
2 3 (42.86%) Clojure
2 3 (42.86%) R
Qualifications
1 7 (100.00%) Degree
2 3 (42.86%) PhD
Vendors
1 4 (57.14%) Google
Herts - commutable from London
ECM Selection
Salary: to c£50,000 DOE + Benefits
Posted: 9 days ago