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 26 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 May 2016
Same period 2015 Same period 2014
Machine Learning
Rank 109 119 125
Rank change year-on-year
+10 +6
Permanent jobs citing Machine Learning 23 14 26
As % of all permanent IT jobs located in Cambridgeshire 1.20% 0.66% 1.06%
As % of the Processes & Methodologies category 1.39% 0.80% 1.28%
Number of salaries quoted 20 13 25
Median salary £45,000 £45,000 £35,000
Median salary % change year-on-year
- +28.57%
90% offered a salary of more than £27,500 £35,500 £26,644
10% offered a salary of more than £70,000 £55,000 £37,500
UK excluding London median salary £50,000 £50,000 £42,500
% change year-on-year
- +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
1659 1744 2028
As % of all permanent IT jobs located in Cambridgeshire 86.90% 82.69% 82.67%
Number of salaries quoted 1359 1454 1644
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £62,500 £60,000 £60,000
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 26 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 26 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 +10 17 £53,750 +39.37% 3
Machine Learning
East of England

Machine Learning
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 26 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 21 (47.73%) Degree
2 19 (43.18%) Computer Science
2 19 (43.18%) Algorithms
3 18 (40.91%) Mathematics
4 17 (38.64%) Physics
5 16 (36.36%) Python
6 15 (34.09%) C++
7 12 (27.27%) Cybersecurity
7 12 (27.27%) Network Security
7 12 (27.27%) C
7 12 (27.27%) Firewall
8 11 (25.00%) Java
8 11 (25.00%) Signal Processing
9 10 (22.73%) Speech Recognition
10 9 (20.45%) Neural Network
11 8 (18.18%) Linux
11 8 (18.18%) Active Directory
11 8 (18.18%) Network Design
12 7 (15.91%) Project Planning
12 7 (15.91%) CUDA
12 7 (15.91%) Mentoring
12 7 (15.91%) Data Mining
12 7 (15.91%) MS Exchange
12 7 (15.91%) Software Engineering
13 6 (13.64%) Telecoms
13 6 (13.64%) Benchmarking
13 6 (13.64%) Code Optimisation
13 6 (13.64%) API Design
13 6 (13.64%) Bash Shell
13 6 (13.64%) Digital Media

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 (15.91%) MS Exchange
2 6 (13.64%) DNN
3 1 (2.27%) CloudStack
3 1 (2.27%) Node.js
Cloud Services
1 1 (2.27%) GitHub
Communications & Networking
1 12 (27.27%) Firewall
1 12 (27.27%) Network Security
2 1 (2.27%) Remote Desktop
Database & Business Intelligence
1 7 (15.91%) Data Mining
2 4 (9.09%) Big Data
3 3 (6.82%) Relational Database
4 1 (2.27%) DB2
4 1 (2.27%) MySQL
4 1 (2.27%) SQL Server
Development Applications
1 1 (2.27%) Git (software)
1 1 (2.27%) Grunt
1 1 (2.27%) gulp
1 1 (2.27%) Subversion
General
1 6 (13.64%) Telecoms
2 3 (6.82%) Electronics
3 2 (4.55%) Finance
4 1 (2.27%) Marketing
4 1 (2.27%) Multimedia
4 1 (2.27%) Publishing
Job Titles
1 13 (29.55%) Machine Learning Engineer
2 11 (25.00%) Developer
3 9 (20.45%) Administrator
3 9 (20.45%) Network Administrator
4 8 (18.18%) Systems Administrator
5 7 (15.91%) Software Developer
5 7 (15.91%) Software Engineer
6 6 (13.64%) Network Security Administrator
6 6 (13.64%) Security Administrator
7 5 (11.36%) Audio Engineer
8 4 (9.09%) Junior
8 4 (9.09%) Junior Network Administrator
8 4 (9.09%) Research Engineer
9 3 (6.82%) Junior Systems Administrator
9 3 (6.82%) Network Engineer
9 3 (6.82%) Network Security Engineer
9 3 (6.82%) Programmer
9 3 (6.82%) Security Engineer
10 2 (4.55%) Java Developer
10 2 (4.55%) Java Programmer
Libraries, Frameworks & Software Standards
1 4 (9.09%) .NET
1 4 (9.09%) ASP.NET
2 2 (4.55%) AngularJS
2 2 (4.55%) CSS
2 2 (4.55%) Ember.js
2 2 (4.55%) HTML
2 2 (4.55%) React
3 1 (2.27%) Backbone.js
3 1 (2.27%) CSS3
3 1 (2.27%) Dojo
3 1 (2.27%) HTML5
3 1 (2.27%) LESS
3 1 (2.27%) Meteor
3 1 (2.27%) Middleware
3 1 (2.27%) NumPy
3 1 (2.27%) OpenCV
3 1 (2.27%) Sass
3 1 (2.27%) scikit-learn
3 1 (2.27%) SciPy
3 1 (2.27%) Theano
Miscellaneous
1 19 (43.18%) Algorithms
1 19 (43.18%) Computer Science
2 18 (40.91%) Mathematics
3 17 (38.64%) Physics
4 9 (20.45%) Neural Network
5 7 (15.91%) CUDA
6 6 (13.64%) Digital Media
7 4 (9.09%) Analytical Skills
8 3 (6.82%) Data Centre
9 1 (2.27%) Data Structures
9 1 (2.27%) Fintech
9 1 (2.27%) Statistics
Operating Systems
1 8 (18.18%) Linux
2 1 (2.27%) Ubuntu
2 1 (2.27%) Windows
2 1 (2.27%) Windows Server
Processes & Methodologies
1 12 (27.27%) Cybersecurity
2 11 (25.00%) Signal Processing
3 10 (22.73%) Speech Recognition
4 8 (18.18%) Network Design
5 7 (15.91%) Mentoring
5 7 (15.91%) Project Planning
5 7 (15.91%) Software Engineering
6 6 (13.64%) API Design
6 6 (13.64%) Benchmarking
6 6 (13.64%) Code Optimisation
6 6 (13.64%) Release Management
7 3 (6.82%) Kalman Filter
7 3 (6.82%) Migration
8 2 (4.55%) Analytics
8 2 (4.55%) Validation
9 1 (2.27%) Data Architecture
9 1 (2.27%) Data Governance
9 1 (2.27%) Digital Signal Processing
9 1 (2.27%) MVVM
9 1 (2.27%) Product Marketing
Programming Languages
1 16 (36.36%) Python
2 15 (34.09%) C++
3 12 (27.27%) C
4 11 (25.00%) Java
5 6 (13.64%) Bash Shell
6 5 (11.36%) R
7 4 (9.09%) C#
8 2 (4.55%) JavaScript
8 2 (4.55%) MATLAB
9 1 (2.27%) Embedded C
9 1 (2.27%) ES6
9 1 (2.27%) SQL
Qualifications
1 21 (47.73%) Degree
2 5 (11.36%) PhD
3 1 (2.27%) BPSS Clearance
3 1 (2.27%) Security Cleared
System Software
1 8 (18.18%) Active Directory
2 1 (2.27%) Firmware
Vendors
1 6 (13.64%) Lattice Semiconductor
2 1 (2.27%) IBM
2 1 (2.27%) Oracle
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £30,000 to £55,000 per annum Pension, Flexi, Career Progress, Sto
Posted: Yesterday
Cambridge, Cambridgeshire
Novate IT Ltd
Salary: £60000.00 - £80000.00 per annum + benefits
Posted: 2 days ago