The table below looks at the statistics for Machine Learning skills in IT jobs advertised for the East of England region. Included is a guide to the average salaries offered in IT jobs that have cited Machine Learning over the 3 months to 21 April 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
21 Apr 2015
Same period 2014 Same period 2013
Machine Learning
Rank 254 273 268
Rank change year-on-year
+19 -5
Permanent jobs citing Machine Learning 8 21 3
As % of all permanent IT jobs located in the East of England 0.11% 0.24% 0.035%
As % of the Processes & Methodologies category 0.13% 0.31% 0.045%
Number of salaries quoted 8 21 2
Average salary £57,500 £37,500 £41,250
Average salary % change year-on-year
+53.33% -9.09%
90% offered a salary of more than £37,500 £30,000 £34,250
10% offered a salary of more than £60,750 £52,500 £48,250
UK excluding London average salary £40,000 £42,500 £38,000
% change year-on-year
-5.88% +11.84%
Machine Learning
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 East of England region.

Processes & Methodologies Category
East of England
Permanent IT job ads with a match in the
Processes & Methodologies category
6021 6771 6595
As % of all permanent IT jobs located in the East of England 79.83% 78.31% 76.91%
Number of salaries quoted 4911 5551 5679
Average salary £45,000 £43,000 £42,500
Average salary % change year-on-year
+4.65% +1.17%
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £67,500 £60,000 £60,000
UK excluding London average salary £44,000 £42,500 £40,000
% change year-on-year
+3.52% +6.25%

Machine Learning
Jobs Demand Trend in the East of England

This chart provides a 3-month moving total of permanent IT jobs citing Machine Learning across the East of England region as a proportion of the total demand within the Processes & Methodologies category.

Machine Learning Jobs Demand Trend in the East of England

Machine Learning
Salary Trend in the East of England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Machine Learning across the East of England region.

Machine Learning Salary Trend in the East of England

Machine Learning
Salary Histogram in the East of England

This chart provides a salary histogram for IT jobs citing Machine Learning across the East of England region over the 3 months to 21 April 2015.

Machine Learning Salary Histogram in the East of England

Machine Learning
Job Locations in the East of England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Machine Learning within the East of England region over the 3 months to 21 April 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
Cambridgeshire +1 4 £41,250 +10.00% 1
Hertfordshire - 4 £60,000 -
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in the East of England

For the 6 months to 21 April 2015, IT jobs across the East of England 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 15 (78.95%) Java
1 15 (78.95%) Mathematics
2 14 (73.68%) Statistics
2 14 (73.68%) Degree
3 13 (68.42%) Algorithms
4 11 (57.89%) Analytics
4 11 (57.89%) Python
5 10 (52.63%) PhD
5 10 (52.63%) Data Mining
5 10 (52.63%) Computer Science
6 8 (42.11%) Hadoop
6 8 (42.11%) Big Data
6 8 (42.11%) R
6 8 (42.11%) Bayesian Methods
7 7 (36.84%) Applied Mathematics
7 7 (36.84%) Physics
7 7 (36.84%) MATLAB
7 7 (36.84%) C++
7 7 (36.84%) SQL
8 6 (31.58%) Data Modelling
8 6 (31.58%) Analytical Skills
9 5 (26.32%) Relational Database
9 5 (26.32%) Time Series Analysis
9 5 (26.32%) Markov Chain
9 5 (26.32%) Factor Analysis
9 5 (26.32%) Structural Equation Modelling
9 5 (26.32%) Gibbs Sampling
9 5 (26.32%) Linear Regression
9 5 (26.32%) Database Theory
9 5 (26.32%) Relational Database Theory

Machine Learning
Top Related IT Skills in the East of England by Category

For the 6 months to 21 April 2015, IT jobs across the East of England 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 (26.32%) SAS
1 5 (26.32%) Apache Pig
2 3 (15.79%) Tomcat
3 1 (5.26%) Apache Spark
Applications
1 5 (26.32%) SPSS
1 5 (26.32%) CPLEX
Database & Business Intelligence
1 10 (52.63%) Data Mining
2 8 (42.11%) Hadoop
2 8 (42.11%) Big Data
3 5 (26.32%) Relational Database
4 3 (15.79%) Apache Cassandra
4 3 (15.79%) NoSQL
5 1 (5.26%) HBase
5 1 (5.26%) Apache Hive
5 1 (5.26%) Text Mining
5 1 (5.26%) MySQL
Development Applications
1 1 (5.26%) Ant
1 1 (5.26%) Subversion
General
1 5 (26.32%) Finance
1 5 (26.32%) Retail
2 1 (5.26%) Marketing
Job Titles
1 13 (68.42%) Data Scientist
2 3 (15.79%) Developer
3 2 (10.53%) Java Developer
4 1 (5.26%) Software Developer
4 1 (5.26%) Software Engineer
Libraries, Frameworks & Software Standards
1 4 (21.05%) Spring
2 3 (15.79%) Hibernate
2 3 (15.79%) Akka
3 1 (5.26%) jQuery
3 1 (5.26%) .NET
3 1 (5.26%) ASP.NET
Miscellaneous
1 15 (78.95%) Mathematics
2 14 (73.68%) Statistics
3 13 (68.42%) Algorithms
4 10 (52.63%) Computer Science
5 7 (36.84%) Applied Mathematics
5 7 (36.84%) Physics
6 6 (31.58%) Analytical Skills
7 5 (26.32%) Visualisation
7 5 (26.32%) Digital Media
7 5 (26.32%) Chemistry
7 5 (26.32%) Psychology
7 5 (26.32%) Informatics
7 5 (26.32%) Artificial Intelligence
7 5 (26.32%) Neural Network
7 5 (26.32%) Economics
8 1 (5.26%) CUDA
8 1 (5.26%) Data Structures
Operating Systems
1 5 (26.32%) Linux
Processes & Methodologies
1 11 (57.89%) Analytics
2 8 (42.11%) Bayesian Methods
3 6 (31.58%) Data Modelling
4 5 (26.32%) Econometrics
4 5 (26.32%) Business Analysis
4 5 (26.32%) Statistical Analysis
4 5 (26.32%) Logistic Regression
4 5 (26.32%) Cluster Analysis
4 5 (26.32%) Biostatistics
4 5 (26.32%) Time Series Analysis
4 5 (26.32%) Markov Chain
4 5 (26.32%) Factor Analysis
4 5 (26.32%) Structural Equation Modelling
4 5 (26.32%) Gibbs Sampling
4 5 (26.32%) Linear Regression
4 5 (26.32%) Database Theory
4 5 (26.32%) Relational Database Theory
4 5 (26.32%) Data Analysis
4 5 (26.32%) Bioinformatics
4 5 (26.32%) Monte Carlo Method
Programming Languages
1 15 (78.95%) Java
2 11 (57.89%) Python
3 8 (42.11%) R
4 7 (36.84%) SQL
4 7 (36.84%) MATLAB
4 7 (36.84%) C++
5 5 (26.32%) Ruby
5 5 (26.32%) Clojure
6 4 (21.05%) Scala
7 1 (5.26%) C#
7 1 (5.26%) JavaScript
Qualifications
1 14 (73.68%) Degree
2 10 (52.63%) PhD
Systems Management
1 1 (5.26%) Puppet
1 1 (5.26%) Opscode Chef
Vendors
1 2 (10.53%) Oracle
1 2 (10.53%) Microsoft
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 45k-65k + Share Scheme + 25 days holiday
Posted: 6 days ago