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 14 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
14 Feb 2016
Same period 2015 Same period 2014
Machine Learning
Rank 234 259 253
Rank change year-on-year
+25 -6
Permanent jobs citing Machine Learning 31 11 5
As % of all permanent IT jobs located in the East of England 0.44% 0.15% 0.074%
As % of the Processes & Methodologies category 0.52% 0.18% 0.090%
Number of salaries quoted 27 9 5
Average salary £47,500 £45,000 £35,000
Average salary % change year-on-year
+5.55% +28.57%
90% offered a salary of more than £25,000 £24,800 £31,500
10% offered a salary of more than £77,500 £62,000 £58,000
UK excluding London average salary £52,500 £45,000 £37,500
% change year-on-year
+16.66% +20.00%
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
6012 6000 5565
As % of all permanent IT jobs located in the East of England 85.05% 83.22% 82.86%
Number of salaries quoted 4859 4801 4486
Average salary £47,500 £45,000 £45,000
Average salary % change year-on-year
+5.55% -
90% offered a salary of more than £32,000 £30,000 £30,000
10% offered a salary of more than £67,500 £62,500 £70,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

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 14 February 2016.

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 14 February 2016. 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 +16 21 £47,500 +15.15% 5
Hertfordshire +1 8 £50,000 -16.66% 2
Norfolk +13 2 £35,000 +40.00%
Machine Learning
England

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

For the 6 months to 14 February 2016, 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 17 (40.48%) Java
2 16 (38.10%) Computer Science
3 12 (28.57%) Network Security
3 12 (28.57%) Degree
3 12 (28.57%) Cybersecurity
3 12 (28.57%) C++
3 12 (28.57%) Firewall
4 10 (23.81%) Data Mining
4 10 (23.81%) Python
4 10 (23.81%) Mathematics
5 9 (21.43%) PhD
5 9 (21.43%) Agile Software Development
5 9 (21.43%) Algorithms
6 8 (19.05%) Network Design
6 8 (19.05%) Active Directory
7 7 (16.67%) MS Exchange
7 7 (16.67%) Project Planning
7 7 (16.67%) Scala
7 7 (16.67%) Mentoring
8 6 (14.29%) Apache Spark
8 6 (14.29%) Fintech
8 6 (14.29%) Analytics
8 6 (14.29%) NoSQL
8 6 (14.29%) R
8 6 (14.29%) Finance
9 5 (11.90%) Software Engineering
9 5 (11.90%) SQL
9 5 (11.90%) MapReduce
9 5 (11.90%) Apache Cassandra
9 5 (11.90%) Big Data

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

For the 6 months to 14 February 2016, 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 7 (16.67%) MS Exchange
2 6 (14.29%) Apache Spark
3 4 (9.52%) Tomcat
4 1 (2.38%) CloudStack
4 1 (2.38%) SAS
Applications
1 1 (2.38%) Weka
Cloud Services
1 1 (2.38%) GitHub
Communications & Networking
1 12 (28.57%) Firewall
1 12 (28.57%) Network Security
2 1 (2.38%) Remote Desktop
Database & Business Intelligence
1 10 (23.81%) Data Mining
2 6 (14.29%) NoSQL
3 5 (11.90%) Apache Cassandra
3 5 (11.90%) Big Data
3 5 (11.90%) Hadoop
4 4 (9.52%) HBase
5 3 (7.14%) CouchDB
5 3 (7.14%) MongoDB
6 2 (4.76%) Relational Database
7 1 (2.38%) Flink
7 1 (2.38%) Mahout
7 1 (2.38%) MySQL
Development Applications
1 3 (7.14%) Talend Open Studio
2 1 (2.38%) Git (software)
2 1 (2.38%) Grunt
2 1 (2.38%) gulp
2 1 (2.38%) Subversion
General
1 6 (14.29%) Finance
2 3 (7.14%) Electronics
2 3 (7.14%) Multimedia
3 1 (2.38%) Marketing
Job Titles
1 12 (28.57%) Developer
2 10 (23.81%) Java Developer
3 9 (21.43%) Administrator
3 9 (21.43%) Network Administrator
4 8 (19.05%) Systems Administrator
5 6 (14.29%) Data Scientist
5 6 (14.29%) Network Security Administrator
5 6 (14.29%) Security Administrator
6 5 (11.90%) Software Engineer
7 4 (9.52%) Audio Engineer
7 4 (9.52%) Junior
7 4 (9.52%) Junior Network Administrator
7 4 (9.52%) Research Engineer
8 3 (7.14%) Big Data Engineer
8 3 (7.14%) Junior Systems Administrator
8 3 (7.14%) Network Engineer
8 3 (7.14%) Network Security Engineer
8 3 (7.14%) Security Engineer
9 2 (4.76%) Java Programmer
9 2 (4.76%) Multimedia Engineer
Libraries, Frameworks & Software Standards
1 4 (9.52%) Spring
2 3 (7.14%) OpenCV
2 3 (7.14%) Samza
3 2 (4.76%) MLlib
3 2 (4.76%) Natural Language Processing
3 2 (4.76%) OpenCL
3 2 (4.76%) OpenGL
3 2 (4.76%) XML
4 1 (2.38%) AngularJS
4 1 (2.38%) Backbone.js
4 1 (2.38%) CSS
4 1 (2.38%) Dojo
4 1 (2.38%) Ember.js
4 1 (2.38%) Hibernate
4 1 (2.38%) HTML
4 1 (2.38%) LESS
4 1 (2.38%) Middleware
4 1 (2.38%) NumPy
4 1 (2.38%) Sass
4 1 (2.38%) SciPy
Miscellaneous
1 16 (38.10%) Computer Science
2 10 (23.81%) Mathematics
3 9 (21.43%) Algorithms
4 6 (14.29%) Fintech
5 5 (11.90%) Physics
6 4 (9.52%) Analytical Skills
7 3 (7.14%) Data Centre
7 3 (7.14%) Neural Network
7 3 (7.14%) Statistics
8 2 (4.76%) Augmented Reality
9 1 (2.38%) Management Information System
9 1 (2.38%) Smartphone
9 1 (2.38%) Social Media
Operating Systems
1 2 (4.76%) Android
1 2 (4.76%) Linux
2 1 (2.38%) Ubuntu
2 1 (2.38%) Unix
2 1 (2.38%) Windows
2 1 (2.38%) Windows Server
Processes & Methodologies
1 12 (28.57%) Cybersecurity
2 9 (21.43%) Agile Software Development
3 8 (19.05%) Network Design
4 7 (16.67%) Mentoring
4 7 (16.67%) Project Planning
5 6 (14.29%) Analytics
6 5 (11.90%) Data Analytics
6 5 (11.90%) MapReduce
6 5 (11.90%) Software Engineering
7 4 (9.52%) Signal Processing
7 4 (9.52%) Speech Recognition
8 3 (7.14%) Anomaly Detection
8 3 (7.14%) Continuous Integration
8 3 (7.14%) Data Architecture
8 3 (7.14%) Data Cleansing
8 3 (7.14%) DevOps
8 3 (7.14%) ETL
8 3 (7.14%) Kalman Filter
8 3 (7.14%) Migration
8 3 (7.14%) TDD
Programming Languages
1 17 (40.48%) Java
2 12 (28.57%) C++
3 10 (23.81%) Python
4 7 (16.67%) Scala
5 6 (14.29%) R
6 5 (11.90%) SQL
7 4 (9.52%) C
7 4 (9.52%) JavaScript
7 4 (9.52%) MATLAB
8 3 (7.14%) Clojure
8 3 (7.14%) F#
9 1 (2.38%) ES6
Qualifications
1 12 (28.57%) Degree
2 9 (21.43%) PhD
3 1 (2.38%) BPSS Clearance
3 1 (2.38%) Security Cleared
System Software
1 8 (19.05%) Active Directory
2 1 (2.38%) Firmware
Vendors
1 3 (7.14%) hybris
1 3 (7.14%) Talend
Letchworth Garden City, Hertfordshire
Understanding Recruitment
Salary: £45000 - £55000 per annum + bens - pens, health + more
Posted: 3 hours ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £30,000 to £60,000 per annum Pension, Flexi work, Stock Options
Posted: Yesterday
Hatfield, Hertfordshire
Ocado
Salary: Competitive + Benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £45,000 + Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £45k
Posted: 13 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £48k + benefits
Posted: 13 days ago
Peterborough
Churchill Frank International
Salary: £65000 - £92000 per annum + Benefits
Posted: 27 days ago