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 30 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jun 2016
Same period 2015 Same period 2014
Machine Learning
Rank 101 118 117
Rank change year-on-year
+17 -1
Permanent jobs citing Machine Learning 30 14 27
As % of all permanent IT jobs located in Cambridgeshire 1.62% 0.64% 1.12%
As % of the Processes & Methodologies category 1.89% 0.76% 1.34%
Number of salaries quoted 25 13 25
Median salary £45,000 £50,000 £35,000
Median salary % change year-on-year
-10.00% +42.85%
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
1587 1836 2016
As % of all permanent IT jobs located in Cambridgeshire 85.64% 83.99% 83.83%
Number of salaries quoted 1326 1537 1625
Median salary £46,000 £45,000 £42,500
Median salary % change year-on-year
+2.22% +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 30 June 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 30 June 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 +17 24 £45,000 -10.00% 14
Machine Learning
East of England

Machine Learning
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 30 June 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 28 (53.85%) Degree
2 25 (48.08%) Computer Science
3 24 (46.15%) Mathematics
3 24 (46.15%) Algorithms
4 22 (42.31%) Physics
5 21 (40.38%) C++
6 20 (38.46%) Python
7 16 (30.77%) C
7 16 (30.77%) Java
8 11 (21.15%) Software Engineering
8 11 (21.15%) Signal Processing
9 10 (19.23%) Speech Recognition
10 9 (17.31%) Neural Network
10 9 (17.31%) Network Security
10 9 (17.31%) Cybersecurity
10 9 (17.31%) Firewall
11 8 (15.38%) Telecoms
11 8 (15.38%) Data Mining
11 8 (15.38%) .NET
11 8 (15.38%) C#
11 8 (15.38%) ASP.NET
11 8 (15.38%) Linux
11 8 (15.38%) Digital Media
12 7 (13.46%) CUDA
12 7 (13.46%) PhD
13 6 (11.54%) Network Design
13 6 (11.54%) Benchmarking
13 6 (11.54%) Active Directory
13 6 (11.54%) Lattice Semiconductor
13 6 (11.54%) Bash Shell

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 6 (11.54%) DNN
2 5 (9.62%) MS Exchange
3 1 (1.92%) Apache Spark
3 1 (1.92%) CloudStack
Applications
1 1 (1.92%) Mathcad
Cloud Services
1 1 (1.92%) GitHub
Communications & Networking
1 9 (17.31%) Firewall
1 9 (17.31%) Network Security
2 1 (1.92%) Remote Desktop
Database & Business Intelligence
1 8 (15.38%) Data Mining
2 5 (9.62%) Big Data
3 3 (5.77%) Relational Database
4 1 (1.92%) DB2
4 1 (1.92%) Hadoop
4 1 (1.92%) MySQL
4 1 (1.92%) Oracle Reports
4 1 (1.92%) SQL Server
Development Applications
1 1 (1.92%) Git (software)
1 1 (1.92%) Grunt
1 1 (1.92%) gulp
1 1 (1.92%) Subversion
General
1 8 (15.38%) Telecoms
2 3 (5.77%) Electronics
3 2 (3.85%) Finance
4 1 (1.92%) Marketing
4 1 (1.92%) Multimedia
4 1 (1.92%) Publishing
4 1 (1.92%) Retail
Job Titles
1 16 (30.77%) Developer
1 16 (30.77%) Machine Learning Engineer
2 11 (21.15%) Software Developer
2 11 (21.15%) Software Engineer
3 8 (15.38%) Administrator
3 8 (15.38%) Network Administrator
4 7 (13.46%) Systems Administrator
5 5 (9.62%) Audio Engineer
5 5 (9.62%) Network Security Administrator
5 5 (9.62%) Security Administrator
6 4 (7.69%) Junior
6 4 (7.69%) Junior Network Administrator
6 4 (7.69%) Research Engineer
7 3 (5.77%) Junior Systems Administrator
7 3 (5.77%) Programmer
8 2 (3.85%) Data Scientist
8 2 (3.85%) Java Developer
8 2 (3.85%) Java Engineer
8 2 (3.85%) Java Programmer
9 1 (1.92%) Embedded Software Engineer
Libraries, Frameworks & Software Standards
1 8 (15.38%) .NET
1 8 (15.38%) ASP.NET
2 2 (3.85%) AngularJS
2 2 (3.85%) CSS
2 2 (3.85%) Ember.js
2 2 (3.85%) HTML
2 2 (3.85%) React
2 2 (3.85%) Web Services
3 1 (1.92%) Backbone.js
3 1 (1.92%) CSS3
3 1 (1.92%) HTML5
3 1 (1.92%) LESS
3 1 (1.92%) Meteor
3 1 (1.92%) Natural Language Processing
3 1 (1.92%) Node.js
3 1 (1.92%) OpenCV
3 1 (1.92%) Sass
3 1 (1.92%) scikit-learn
3 1 (1.92%) SciPy
3 1 (1.92%) Theano
Miscellaneous
1 25 (48.08%) Computer Science
2 24 (46.15%) Algorithms
2 24 (46.15%) Mathematics
3 22 (42.31%) Physics
4 9 (17.31%) Neural Network
5 8 (15.38%) Digital Media
6 7 (13.46%) CUDA
7 4 (7.69%) Analytical Skills
8 3 (5.77%) Data Centre
8 3 (5.77%) Statistics
9 2 (3.85%) Data Structures
9 2 (3.85%) Visualisation
10 1 (1.92%) Augmented Reality
10 1 (1.92%) Fintech
Operating Systems
1 8 (15.38%) Linux
2 1 (1.92%) Ubuntu
2 1 (1.92%) Windows
2 1 (1.92%) Windows Server
Processes & Methodologies
1 11 (21.15%) Signal Processing
1 11 (21.15%) Software Engineering
2 10 (19.23%) Speech Recognition
3 9 (17.31%) Cybersecurity
4 6 (11.54%) API Design
4 6 (11.54%) Benchmarking
4 6 (11.54%) Code Optimisation
4 6 (11.54%) Network Design
4 6 (11.54%) Release Management
5 5 (9.62%) Mentoring
5 5 (9.62%) Project Planning
6 4 (7.69%) Analytics
7 3 (5.77%) Kalman Filter
7 3 (5.77%) Migration
7 3 (5.77%) OO
8 2 (3.85%) Behavioural Analytics
8 2 (3.85%) Scrum
8 2 (3.85%) Validation
9 1 (1.92%) Agile Software Development
9 1 (1.92%) Data Management
Programming Languages
1 21 (40.38%) C++
2 20 (38.46%) Python
3 16 (30.77%) C
3 16 (30.77%) Java
4 8 (15.38%) C#
5 6 (11.54%) Bash Shell
6 4 (7.69%) R
7 3 (5.77%) MATLAB
8 2 (3.85%) JavaScript
9 1 (1.92%) Embedded C
9 1 (1.92%) ES6
9 1 (1.92%) Objective-C
9 1 (1.92%) SQL
Qualifications
1 28 (53.85%) Degree
2 7 (13.46%) PhD
3 1 (1.92%) BPSS Clearance
3 1 (1.92%) Postgraduate
3 1 (1.92%) Security Cleared
Quality Assurance & Compliance
1 1 (1.92%) QA
System Software
1 6 (11.54%) Active Directory
2 5 (9.62%) Virtual Machines
3 1 (1.92%) Firmware
Vendors
1 6 (11.54%) Lattice Semiconductor
2 3 (5.77%) Apple
3 2 (3.85%) Oracle
4 1 (1.92%) ANSYS
4 1 (1.92%) IBM
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