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

Location
3 months to
19 Dec 2014
Same period 2013 Same period 2012
Machine Learning
Rank 258 247 266
Rank change year-on-year
-11 +19
Permanent jobs citing Machine Learning 9 1 20
As % of all permanent IT jobs located in the East of England 0.11% 0.015% 0.22%
As % of the Processes & Methodologies category 0.14% 0.018% 0.29%
Number of salaries quoted 8 1 17
Average salary £42,500 £27,500 £37,500
Average salary % change year-on-year
+54.54% -26.66%
UK excluding London average salary £55,000 £40,000 £37,500
% change year-on-year
+37.50% +6.66%
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
6413 5473 6930
As % of all permanent IT jobs located in the East of England 80.70% 79.91% 76.76%
Number of salaries quoted 5133 4367 5964
Average salary £45,000 £45,000 £42,500
Average salary % change year-on-year
- +5.88%
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £67,500 £60,000 £60,500
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +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 19 December 2014.

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 19 December 2014. 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 - 5 £40,000 - 3
Hertfordshire -15 3 £62,500 +127.27% 2
Norfolk - 1 £25,000 -
Machine Learning
England

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

For the 6 months to 19 December 2014, 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 30 (76.92%) Algorithms
2 28 (71.79%) Statistics
3 27 (69.23%) Java
3 27 (69.23%) Degree
4 25 (64.10%) C++
5 24 (61.54%) Computer Science
6 21 (53.85%) Analytical Skills
7 18 (46.15%) Mathematics
8 17 (43.59%) PhD
8 17 (43.59%) Software Engineering
9 15 (38.46%) Bayesian Methods
10 14 (35.90%) Python
11 13 (33.33%) Physics
12 11 (28.21%) MATLAB
12 11 (28.21%) R
12 11 (28.21%) Signal Processing
13 10 (25.64%) Data Mining
13 10 (25.64%) .NET
13 10 (25.64%) ASP.NET
13 10 (25.64%) SQL
13 10 (25.64%) Analytics
13 10 (25.64%) C#
14 7 (17.95%) Linux
14 7 (17.95%) Statistical Modelling
14 7 (17.95%) Artificial Intelligence
15 6 (15.38%) Natural Language Processing
15 6 (15.38%) Games
15 6 (15.38%) Mathematica
15 6 (15.38%) C
15 6 (15.38%) Knowledge Discovery

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

For the 6 months to 19 December 2014, 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 3 (7.69%) SAS
1 3 (7.69%) Apache Pig
Applications
1 6 (15.38%) Mathematica
2 3 (7.69%) CPLEX
2 3 (7.69%) SPSS
Cloud Services
1 4 (10.26%) Google Compute Engine
1 4 (10.26%) Google Cloud Platform
Communications & Networking
1 6 (15.38%) Internet
Database & Business Intelligence
1 10 (25.64%) Data Mining
2 4 (10.26%) Hadoop
2 4 (10.26%) Big Data
3 3 (7.69%) Relational Database
3 3 (7.69%) NoSQL
4 1 (2.56%) HBase
4 1 (2.56%) MySQL
Development Applications
1 4 (10.26%) Maven
1 4 (10.26%) Jenkins
2 1 (2.56%) Ant
2 1 (2.56%) Subversion
General
1 6 (15.38%) Games
2 5 (12.82%) Retail
3 3 (7.69%) Banking
3 3 (7.69%) Finance
4 1 (2.56%) Marketing
Job Titles
1 17 (43.59%) Data Scientist
2 10 (25.64%) Developer
3 7 (17.95%) Java Developer
4 6 (15.38%) Real Time Software Engineer
4 6 (15.38%) Real Time Engineer
4 6 (15.38%) Software Engineer
5 5 (12.82%) Research Scientist
5 5 (12.82%) Graduate
6 2 (5.13%) Junior
6 2 (5.13%) Senior Developer
6 2 (5.13%) Junior Developer
6 2 (5.13%) Junior Java Developer
6 2 (5.13%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 10 (25.64%) .NET
1 10 (25.64%) ASP.NET
2 6 (15.38%) Natural Language Processing
3 4 (10.26%) Guava
3 4 (10.26%) Django
4 1 (2.56%) jQuery
4 1 (2.56%) Spring
Miscellaneous
1 30 (76.92%) Algorithms
2 28 (71.79%) Statistics
3 24 (61.54%) Computer Science
4 21 (53.85%) Analytical Skills
5 18 (46.15%) Mathematics
6 13 (33.33%) Physics
7 7 (17.95%) Artificial Intelligence
8 5 (12.82%) Applied Mathematics
8 5 (12.82%) Data Structures
9 3 (7.69%) Visualisation
9 3 (7.69%) Digital Media
9 3 (7.69%) Chemistry
9 3 (7.69%) Psychology
9 3 (7.69%) Neural Network
9 3 (7.69%) Economics
9 3 (7.69%) Informatics
Operating Systems
1 7 (17.95%) Linux
2 4 (10.26%) UNIX
Processes & Methodologies
1 17 (43.59%) Software Engineering
2 15 (38.46%) Bayesian Methods
3 11 (28.21%) Signal Processing
4 10 (25.64%) Analytics
5 7 (17.95%) Statistical Modelling
6 6 (15.38%) Knowledge Discovery
7 5 (12.82%) Pattern Recognition
8 4 (10.26%) Multithreading
8 4 (10.26%) OO
8 4 (10.26%) Data Analysis
9 3 (7.69%) Bioinformatics
9 3 (7.69%) Data Modelling
9 3 (7.69%) Econometrics
9 3 (7.69%) Monte Carlo Method
9 3 (7.69%) Rapid Prototyping
9 3 (7.69%) Predictive Modelling
9 3 (7.69%) Business Analysis
9 3 (7.69%) Statistical Analysis
9 3 (7.69%) Logistic Regression
9 3 (7.69%) Cluster Analysis
Programming Languages
1 27 (69.23%) Java
2 25 (64.10%) C++
3 14 (35.90%) Python
4 11 (28.21%) MATLAB
4 11 (28.21%) R
5 10 (25.64%) SQL
5 10 (25.64%) C#
6 6 (15.38%) C
7 3 (7.69%) Ruby
7 3 (7.69%) Clojure
8 1 (2.56%) JavaScript
Qualifications
1 27 (69.23%) Degree
2 17 (43.59%) PhD
Quality Assurance & Compliance
1 5 (12.82%) QA
Systems Management
1 1 (2.56%) Puppet
1 1 (2.56%) Opscode Chef
Vendors
1 4 (10.26%) Google
2 1 (2.56%) Oracle
2 1 (2.56%) Microsoft
Cambridgeshire
DP Connect
Salary: £30000 - £60000 per annum
Posted: 5 days ago
Hertfordshire
ECM Selection
Salary: to c£50,000 DOE + Benefits
Posted: 5 days ago
Herts - commutable from London
ECM Selection
Salary: to c£50,000 DOE + Benefits
Posted: 13 days ago