The table below looks at the statistics for Machine Learning skills in IT jobs advertised for the Cambridgeshire region. Included is a guide to the salaries offered in IT jobs that have cited Machine Learning over the 3 months to 4 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 May 2016
Same period 2015 Same period 2014
Machine Learning
Rank 119 121 122
Rank change year-on-year
+2 +1
Permanent jobs citing Machine Learning 20 10 27
As % of all permanent IT jobs located in Cambridgeshire 0.97% 0.47% 1.09%
As % of the Processes & Methodologies category 1.13% 0.57% 1.31%
Number of salaries quoted 16 8 26
Median salary £45,000 £41,782 £33,250
Median salary % change year-on-year
+7.70% +25.66%
90% offered a salary of more than £26,250 £38,245 £26,644
10% offered a salary of more than £70,000 £55,000 £47,500
UK excluding London median salary £52,500 £50,000 £42,500
% change year-on-year
+5.00% +17.64%
Machine Learning
East of 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 Cambridgeshire region.

Processes & Methodologies Category
Cambridgeshire
Permanent IT job ads with a match in the
Processes & Methodologies category
1777 1762 2058
As % of all permanent IT jobs located in Cambridgeshire 86.56% 83.35% 82.95%
Number of salaries quoted 1444 1460 1699
Median salary £45,000 £45,000 £41,500
Median salary % change year-on-year
- +8.43%
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £62,500 £60,000 £62,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Machine Learning
Jobs Demand Trend in Cambridgeshire

The demand trend of job ads across the Cambridgeshire region citing Machine Learning as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Machine Learning Jobs Demand Trend in Cambridgeshire

Machine Learning
Salary Trend in Cambridgeshire

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

Machine Learning Salary Trend in Cambridgeshire

Machine Learning
Salary Histogram in Cambridgeshire

This chart provides a salary histogram for IT jobs citing Machine Learning across the Cambridgeshire region over the 3 months to 4 May 2016.

Machine Learning Salary Histogram in Cambridgeshire

Machine Learning
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Machine Learning within the Cambridgeshire region over the 3 months to 4 May 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +7 15 £50,000 +29.65% 5
Machine Learning
East of England

Machine Learning
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 4 May 2016, IT jobs citing Machine Learning also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Cambridgeshire region with a requirement for Machine Learning.

1 17 (44.74%) Degree
2 15 (39.47%) Computer Science
2 15 (39.47%) Algorithms
3 14 (36.84%) Mathematics
3 14 (36.84%) Physics
4 12 (31.58%) Firewall
4 12 (31.58%) Python
4 12 (31.58%) Network Security
4 12 (31.58%) Cybersecurity
5 11 (28.95%) C++
6 9 (23.68%) Java
6 9 (23.68%) Signal Processing
7 8 (21.05%) Network Design
7 8 (21.05%) Speech Recognition
7 8 (21.05%) Neural Network
7 8 (21.05%) Active Directory
7 8 (21.05%) C
8 7 (18.42%) MS Exchange
8 7 (18.42%) Project Planning
8 7 (18.42%) Mentoring
9 6 (15.79%) Linux
9 6 (15.79%) Data Mining
10 5 (13.16%) Benchmarking
10 5 (13.16%) API Design
10 5 (13.16%) Code Optimisation
10 5 (13.16%) R
10 5 (13.16%) Bash Shell
10 5 (13.16%) CUDA
10 5 (13.16%) DNN
10 5 (13.16%) Lattice Semiconductor

Machine Learning
Top Related IT Skills in Cambridgeshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 7 (18.42%) MS Exchange
2 5 (13.16%) DNN
3 1 (2.63%) CloudStack
3 1 (2.63%) Node.js
Cloud Services
1 1 (2.63%) GitHub
Communications & Networking
1 12 (31.58%) Firewall
1 12 (31.58%) Network Security
2 1 (2.63%) Remote Desktop
Database & Business Intelligence
1 6 (15.79%) Data Mining
2 4 (10.53%) Big Data
3 3 (7.89%) Relational Database
4 1 (2.63%) DB2
4 1 (2.63%) MySQL
4 1 (2.63%) SQL Server
Development Applications
1 1 (2.63%) Git (software)
1 1 (2.63%) Grunt
1 1 (2.63%) gulp
1 1 (2.63%) Subversion
General
1 4 (10.53%) Telecoms
2 3 (7.89%) Electronics
3 2 (5.26%) Finance
4 1 (2.63%) Marketing
4 1 (2.63%) Multimedia
4 1 (2.63%) Publishing
Job Titles
1 9 (23.68%) Administrator
1 9 (23.68%) Developer
1 9 (23.68%) Machine Learning Engineer
1 9 (23.68%) Network Administrator
2 8 (21.05%) Systems Administrator
3 6 (15.79%) Network Security Administrator
3 6 (15.79%) Security Administrator
4 5 (13.16%) Software Developer
5 4 (10.53%) Audio Engineer
5 4 (10.53%) Junior
5 4 (10.53%) Junior Network Administrator
5 4 (10.53%) Research Engineer
5 4 (10.53%) Software Engineer
6 3 (7.89%) Junior Systems Administrator
6 3 (7.89%) Network Engineer
6 3 (7.89%) Network Security Engineer
6 3 (7.89%) Programmer
6 3 (7.89%) Security Engineer
7 2 (5.26%) Data Scientist
7 2 (5.26%) Java Engineer
Libraries, Frameworks & Software Standards
1 2 (5.26%) .NET
1 2 (5.26%) AngularJS
1 2 (5.26%) ASP.NET
1 2 (5.26%) CSS
1 2 (5.26%) Ember.js
1 2 (5.26%) HTML
1 2 (5.26%) React
2 1 (2.63%) Backbone.js
2 1 (2.63%) CSS3
2 1 (2.63%) Dojo
2 1 (2.63%) HTML5
2 1 (2.63%) LESS
2 1 (2.63%) Meteor
2 1 (2.63%) Middleware
2 1 (2.63%) NumPy
2 1 (2.63%) OpenCV
2 1 (2.63%) Sass
2 1 (2.63%) scikit-learn
2 1 (2.63%) SciPy
2 1 (2.63%) Theano
Miscellaneous
1 15 (39.47%) Algorithms
1 15 (39.47%) Computer Science
2 14 (36.84%) Mathematics
2 14 (36.84%) Physics
3 8 (21.05%) Neural Network
4 5 (13.16%) CUDA
5 4 (10.53%) Analytical Skills
5 4 (10.53%) Digital Media
6 3 (7.89%) Data Centre
7 1 (2.63%) Data Structures
7 1 (2.63%) Fintech
7 1 (2.63%) Statistics
Operating Systems
1 6 (15.79%) Linux
2 1 (2.63%) Ubuntu
2 1 (2.63%) Windows
2 1 (2.63%) Windows Server
Processes & Methodologies
1 12 (31.58%) Cybersecurity
2 9 (23.68%) Signal Processing
3 8 (21.05%) Network Design
3 8 (21.05%) Speech Recognition
4 7 (18.42%) Mentoring
4 7 (18.42%) Project Planning
5 5 (13.16%) API Design
5 5 (13.16%) Benchmarking
5 5 (13.16%) Code Optimisation
5 5 (13.16%) Release Management
6 4 (10.53%) Software Engineering
7 3 (7.89%) Kalman Filter
7 3 (7.89%) Migration
8 2 (5.26%) Analytics
8 2 (5.26%) Validation
9 1 (2.63%) Data Architecture
9 1 (2.63%) Data Governance
9 1 (2.63%) Master Data Management
9 1 (2.63%) Mobile Device Management
9 1 (2.63%) Product Marketing
Programming Languages
1 12 (31.58%) Python
2 11 (28.95%) C++
3 9 (23.68%) Java
4 8 (21.05%) C
5 5 (13.16%) Bash Shell
5 5 (13.16%) R
6 2 (5.26%) C#
6 2 (5.26%) JavaScript
6 2 (5.26%) MATLAB
7 1 (2.63%) ES6
7 1 (2.63%) SQL
Qualifications
1 17 (44.74%) Degree
2 4 (10.53%) PhD
3 1 (2.63%) BPSS Clearance
3 1 (2.63%) Security Cleared
System Software
1 8 (21.05%) Active Directory
2 1 (2.63%) Firmware
Vendors
1 5 (13.16%) Lattice Semiconductor
2 1 (2.63%) IBM
2 1 (2.63%) Oracle
Cambridge, Cambridgeshire
Novate IT Ltd
Salary: £60000.00 - £80000.00 per annum + benefits
Posted: 20 hours ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £30000 - £50000 Per Annum + Benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £35,000 to £60,000 per annum Pension, Flexi work, Stock Options
Posted: 4 days ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £30,000 to £42,000 per annum Pension + Flexi Hours + Great Office
Posted: 4 days ago
Cambridgeshire
TRG
Salary: 30000-50000 Per Annum + Benefits
Posted: 10 days ago