The table below looks at the statistics for Machine Learning skills in IT jobs advertised for the Cambridge region. Included is a guide to the average salaries offered in IT jobs that have cited Machine Learning over the 3 months to 11 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
11 Feb 2016
Same period 2015 Same period 2014
Machine Learning
Rank 96 110 110
Rank change year-on-year
+14 0
Permanent jobs citing Machine Learning 21 6 5
As % of all permanent IT jobs located in Cambridge 1.39% 0.36% 0.35%
As % of the Processes & Methodologies category 1.61% 0.43% 0.41%
Number of salaries quoted 18 4 5
Average salary £47,500 £40,000 £35,000
Average salary % change year-on-year
+18.75% +14.28%
90% offered a salary of more than £25,000 £38,250 £31,500
10% offered a salary of more than £77,500 £43,500 £58,000
UK excluding London average salary £55,000 £42,500 £40,000
% change year-on-year
+29.41% +6.25%
Machine Learning
Cambridgeshire

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Cambridge region.

Processes & Methodologies Category
Cambridge
Permanent IT job ads with a match in the
Processes & Methodologies category
1308 1390 1220
As % of all permanent IT jobs located in Cambridge 86.85% 83.79% 84.43%
Number of salaries quoted 1011 1083 1028
Average salary £44,500 £42,500 £42,500
Average salary % change year-on-year
+4.70% -
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £62,500 £66,000 £56,400
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

Machine Learning
Jobs Demand Trend in Cambridge

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

Machine Learning Jobs Demand Trend in Cambridge

Machine Learning
Salary Trend in Cambridge

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

Machine Learning Salary Trend in Cambridge

Machine Learning
Salary Histogram in Cambridge

This chart provides a salary histogram for IT jobs citing Machine Learning across the Cambridge region over the 3 months to 11 February 2016.

Machine Learning Salary Histogram in Cambridge

Machine Learning
Top 30 Related IT Skills in Cambridge

For the 6 months to 11 February 2016, IT jobs across the Cambridge 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 12 (40.00%) Firewall
1 12 (40.00%) Computer Science
1 12 (40.00%) Network Security
1 12 (40.00%) Cybersecurity
2 8 (26.67%) Active Directory
2 8 (26.67%) Degree
2 8 (26.67%) Network Design
3 7 (23.33%) Project Planning
3 7 (23.33%) Python
3 7 (23.33%) MS Exchange
3 7 (23.33%) C++
3 7 (23.33%) Mentoring
4 6 (20.00%) Algorithms
4 6 (20.00%) PhD
4 6 (20.00%) Mathematics
5 5 (16.67%) Physics
5 5 (16.67%) Software Engineering
5 5 (16.67%) Java
5 5 (16.67%) R
5 5 (16.67%) Big Data
6 4 (13.33%) MapReduce
6 4 (13.33%) Signal Processing
6 4 (13.33%) NoSQL
6 4 (13.33%) Hadoop
6 4 (13.33%) Analytical Skills
6 4 (13.33%) C
6 4 (13.33%) MATLAB
6 4 (13.33%) Speech Recognition
7 3 (10.00%) Neural Network
7 3 (10.00%) Multimedia

Machine Learning
Top Related IT Skills in Cambridge by Category

For the 6 months to 11 February 2016, IT jobs across the Cambridge 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 (23.33%) MS Exchange
2 3 (10.00%) Apache Spark
3 1 (3.33%) CloudStack
3 1 (3.33%) SAS
Cloud Services
1 1 (3.33%) GitHub
Communications & Networking
1 12 (40.00%) Firewall
1 12 (40.00%) Network Security
2 1 (3.33%) Remote Desktop
Database & Business Intelligence
1 5 (16.67%) Big Data
2 4 (13.33%) Hadoop
2 4 (13.33%) NoSQL
3 3 (10.00%) Apache Cassandra
3 3 (10.00%) CouchDB
3 3 (10.00%) HBase
3 3 (10.00%) MongoDB
4 2 (6.67%) Data Mining
4 2 (6.67%) Relational Database
5 1 (3.33%) MySQL
Development Applications
1 1 (3.33%) Git (software)
1 1 (3.33%) Grunt
1 1 (3.33%) gulp
1 1 (3.33%) Subversion
General
1 3 (10.00%) Electronics
1 3 (10.00%) Multimedia
2 1 (3.33%) Finance
2 1 (3.33%) Marketing
Job Titles
1 9 (30.00%) Administrator
1 9 (30.00%) Network Administrator
2 8 (26.67%) Systems Administrator
3 6 (20.00%) Network Security Administrator
3 6 (20.00%) Security Administrator
4 5 (16.67%) Software Engineer
5 4 (13.33%) Audio Engineer
5 4 (13.33%) Developer
5 4 (13.33%) Junior
5 4 (13.33%) Junior Network Administrator
5 4 (13.33%) Research Engineer
6 3 (10.00%) Big Data Engineer
6 3 (10.00%) Data Scientist
6 3 (10.00%) Junior Systems Administrator
6 3 (10.00%) Network Engineer
6 3 (10.00%) Network Security Engineer
6 3 (10.00%) Security Engineer
7 2 (6.67%) Java Programmer
7 2 (6.67%) Multimedia Engineer
7 2 (6.67%) Programmer
Libraries, Frameworks & Software Standards
1 3 (10.00%) OpenCV
1 3 (10.00%) Samza
2 2 (6.67%) OpenCL
2 2 (6.67%) OpenGL
3 1 (3.33%) AngularJS
3 1 (3.33%) Backbone.js
3 1 (3.33%) CSS
3 1 (3.33%) Dojo
3 1 (3.33%) Ember.js
3 1 (3.33%) HTML
3 1 (3.33%) LESS
3 1 (3.33%) Meteor
3 1 (3.33%) Middleware
3 1 (3.33%) NumPy
3 1 (3.33%) React
3 1 (3.33%) Sass
3 1 (3.33%) scikit-learn
3 1 (3.33%) SciPy
3 1 (3.33%) Theano
Miscellaneous
1 12 (40.00%) Computer Science
2 6 (20.00%) Algorithms
2 6 (20.00%) Mathematics
3 5 (16.67%) Physics
4 4 (13.33%) Analytical Skills
5 3 (10.00%) Data Centre
5 3 (10.00%) Neural Network
6 2 (6.67%) Augmented Reality
6 2 (6.67%) Statistics
7 1 (3.33%) Fintech
7 1 (3.33%) Management Information System
7 1 (3.33%) Smartphone
7 1 (3.33%) Social Media
Operating Systems
1 2 (6.67%) Android
1 2 (6.67%) Linux
2 1 (3.33%) Ubuntu
2 1 (3.33%) Unix
2 1 (3.33%) Windows
2 1 (3.33%) Windows Server
Processes & Methodologies
1 12 (40.00%) Cybersecurity
2 8 (26.67%) Network Design
3 7 (23.33%) Mentoring
3 7 (23.33%) Project Planning
4 5 (16.67%) Software Engineering
5 4 (13.33%) MapReduce
5 4 (13.33%) Signal Processing
5 4 (13.33%) Speech Recognition
6 3 (10.00%) Data Architecture
6 3 (10.00%) Functional Programming
6 3 (10.00%) Kalman Filter
6 3 (10.00%) Migration
7 2 (6.67%) Image Processing
7 2 (6.67%) Pattern Recognition
7 2 (6.67%) Statistical Modelling
8 1 (3.33%) Digital Signal Processing
8 1 (3.33%) MVVM
8 1 (3.33%) Product Marketing
8 1 (3.33%) Quantitative Analysis
8 1 (3.33%) Test Strategy
Programming Languages
1 7 (23.33%) C++
1 7 (23.33%) Python
2 5 (16.67%) Java
2 5 (16.67%) R
3 4 (13.33%) C
3 4 (13.33%) MATLAB
4 3 (10.00%) Clojure
4 3 (10.00%) F#
4 3 (10.00%) Scala
5 2 (6.67%) JavaScript
6 1 (3.33%) ES6
6 1 (3.33%) SQL
Qualifications
1 8 (26.67%) Degree
2 6 (20.00%) PhD
3 1 (3.33%) BPSS Clearance
3 1 (3.33%) Security Cleared
System Software
1 8 (26.67%) Active Directory
2 1 (3.33%) Firmware
Cambridge, Cambridgeshire
ECM Selection
Salary: to £45,000 + Benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £30,000 to £60,000 per annum Pension, Flexi work, Stock Options
Posted: 6 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £45k
Posted: 10 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £48k + benefits
Posted: 10 days ago