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 28 April 2016 with a comparison to the same period in the previous 2 years.

3 months to
28 Apr 2016
Same period 2015 Same period 2014
Machine Learning
Rank 98 108 109
Rank change year-on-year
+10 +1
Permanent jobs citing Machine Learning 15 7 20
As % of all permanent IT jobs located in Cambridge 1.09% 0.47% 1.12%
As % of the Processes & Methodologies category 1.28% 0.57% 1.36%
Number of salaries quoted 11 5 20
Average salary £47,500 £38,564 £37,500
Average salary % change year-on-year
+23.17% +2.83%
90% offered a salary of more than £25,000 £37,926 £30,000
10% offered a salary of more than £70,000 £42,426 £55,500
UK excluding London average salary £53,250 £51,250 £42,500
% change year-on-year
+3.90% +20.58%
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
1174 1229 1472
As % of all permanent IT jobs located in Cambridge 85.69% 82.32% 82.56%
Number of salaries quoted 939 1033 1250
Average salary £45,000 £45,000 £40,000
Average salary % change year-on-year
- +12.50%
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £62,500 £55,000 £56,000
UK excluding London average salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 28 April 2016.

Machine Learning Salary Histogram in Cambridge

Machine Learning
Top 30 Related IT Skills in Cambridge

For the 6 months to 28 April 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 (38.71%) Firewall
1 12 (38.71%) Network Security
1 12 (38.71%) Cybersecurity
2 11 (35.48%) Degree
3 9 (29.03%) Computer Science
3 9 (29.03%) Algorithms
4 8 (25.81%) Mathematics
4 8 (25.81%) Physics
4 8 (25.81%) Network Design
4 8 (25.81%) Java
4 8 (25.81%) Active Directory
5 7 (22.58%) MS Exchange
5 7 (22.58%) Project Planning
5 7 (22.58%) Mentoring
6 6 (19.35%) Python
7 5 (16.13%) C++
7 5 (16.13%) R
8 4 (12.90%) Signal Processing
8 4 (12.90%) Analytical Skills
8 4 (12.90%) Big Data
8 4 (12.90%) PhD
9 3 (9.68%) Speech Recognition
9 3 (9.68%) Neural Network
9 3 (9.68%) Software Engineering
9 3 (9.68%) Migration
9 3 (9.68%) Electronics
9 3 (9.68%) Telecoms
9 3 (9.68%) Kalman Filter
9 3 (9.68%) Data Centre
9 3 (9.68%) Relational Database

Machine Learning
Top Related IT Skills in Cambridge by Category

For the 6 months to 28 April 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 (22.58%) MS Exchange
2 1 (3.23%) CloudStack
2 1 (3.23%) Node.js
Cloud Services
1 1 (3.23%) GitHub
Communications & Networking
1 12 (38.71%) Firewall
1 12 (38.71%) Network Security
2 1 (3.23%) Remote Desktop
Database & Business Intelligence
1 4 (12.90%) Big Data
2 3 (9.68%) Relational Database
3 1 (3.23%) Data Mining
3 1 (3.23%) DB2
3 1 (3.23%) MySQL
3 1 (3.23%) SQL Server
Development Applications
1 1 (3.23%) Git (software)
1 1 (3.23%) Grunt
1 1 (3.23%) gulp
1 1 (3.23%) Subversion
General
1 3 (9.68%) Electronics
1 3 (9.68%) Telecoms
2 2 (6.45%) Finance
3 1 (3.23%) Marketing
3 1 (3.23%) Multimedia
3 1 (3.23%) Publishing
Job Titles
1 9 (29.03%) Administrator
1 9 (29.03%) Network Administrator
2 8 (25.81%) Developer
2 8 (25.81%) Systems Administrator
3 6 (19.35%) Network Security Administrator
3 6 (19.35%) Security Administrator
4 4 (12.90%) Audio Engineer
4 4 (12.90%) Junior
4 4 (12.90%) Junior Network Administrator
4 4 (12.90%) Research Engineer
4 4 (12.90%) Software Developer
5 3 (9.68%) Junior Systems Administrator
5 3 (9.68%) Machine Learning Engineer
5 3 (9.68%) Network Engineer
5 3 (9.68%) Network Security Engineer
5 3 (9.68%) Programmer
5 3 (9.68%) Security Engineer
5 3 (9.68%) Software Engineer
6 2 (6.45%) Data Scientist
6 2 (6.45%) Java Engineer
Libraries, Frameworks & Software Standards
1 2 (6.45%) AngularJS
1 2 (6.45%) CSS
1 2 (6.45%) Ember.js
1 2 (6.45%) HTML
1 2 (6.45%) React
2 1 (3.23%) .NET
2 1 (3.23%) ASP.NET
2 1 (3.23%) Backbone.js
2 1 (3.23%) CSS3
2 1 (3.23%) Dojo
2 1 (3.23%) HTML5
2 1 (3.23%) LESS
2 1 (3.23%) Meteor
2 1 (3.23%) Middleware
2 1 (3.23%) NumPy
2 1 (3.23%) OpenCV
2 1 (3.23%) Sass
2 1 (3.23%) scikit-learn
2 1 (3.23%) SciPy
2 1 (3.23%) Theano
Miscellaneous
1 9 (29.03%) Algorithms
1 9 (29.03%) Computer Science
2 8 (25.81%) Mathematics
2 8 (25.81%) Physics
3 4 (12.90%) Analytical Skills
4 3 (9.68%) Data Centre
4 3 (9.68%) Digital Media
4 3 (9.68%) Neural Network
5 1 (3.23%) Data Structures
5 1 (3.23%) Fintech
5 1 (3.23%) Statistics
Operating Systems
1 1 (3.23%) Linux
1 1 (3.23%) Ubuntu
1 1 (3.23%) Windows
1 1 (3.23%) Windows Server
Processes & Methodologies
1 12 (38.71%) Cybersecurity
2 8 (25.81%) Network Design
3 7 (22.58%) Mentoring
3 7 (22.58%) Project Planning
4 4 (12.90%) Signal Processing
5 3 (9.68%) Kalman Filter
5 3 (9.68%) Migration
5 3 (9.68%) Software Engineering
5 3 (9.68%) Speech Recognition
6 2 (6.45%) Analytics
6 2 (6.45%) Validation
7 1 (3.23%) Data Architecture
7 1 (3.23%) Data Governance
7 1 (3.23%) DevOps
7 1 (3.23%) Digital Signal Processing
7 1 (3.23%) Master Data Management
7 1 (3.23%) Mobile Device Management
7 1 (3.23%) MVVM
7 1 (3.23%) Product Marketing
7 1 (3.23%) Quantitative Analysis
Programming Languages
1 8 (25.81%) Java
2 6 (19.35%) Python
3 5 (16.13%) C++
3 5 (16.13%) R
4 2 (6.45%) C
4 2 (6.45%) JavaScript
4 2 (6.45%) MATLAB
5 1 (3.23%) C#
5 1 (3.23%) ES6
5 1 (3.23%) SQL
Qualifications
1 11 (35.48%) Degree
2 4 (12.90%) PhD
3 1 (3.23%) BPSS Clearance
3 1 (3.23%) Security Cleared
System Software
1 8 (25.81%) Active Directory
2 1 (3.23%) Firmware
Vendors
1 1 (3.23%) IBM
1 1 (3.23%) Oracle
Cambridge, Cambridgeshire
ECM Selection
Salary: to £45k + benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Novate IT Ltd
Salary: £60000.00 - £80000.00 per annum + benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £30000 - £50000 Per Annum + Benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £35,000 to £60,000 per annum Pension, Flexi work, Stock Options
Posted: 6 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to c£48,000 DoE + Benefits
Posted: 6 days ago
Cambridge, Cambridgeshire
365 Media
Salary: £40,000 per annum
Posted: 23 days ago