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 23 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
23 Jul 2016
Same period 2015 Same period 2014
Machine Learning
Rank 89 123 116
Rank change year-on-year
+34 -7
Permanent jobs citing Machine Learning 40 13 29
As % of all permanent IT jobs located in Cambridgeshire 2.13% 0.60% 1.20%
As % of the Processes & Methodologies category 2.50% 0.70% 1.43%
Number of salaries quoted 27 12 27
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 £35,250 £27,500
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
1603 1853 2023
As % of all permanent IT jobs located in Cambridgeshire 85.54% 84.96% 83.98%
Number of salaries quoted 1323 1555 1633
Median salary £47,500 £45,000 £43,500
Median salary % change year-on-year
+5.55% +3.44%
90% offered a salary of more than £32,000 £31,500 £30,000
10% offered a salary of more than £65,000 £62,500 £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 23 July 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 23 July 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 +35 37 £46,250 -7.50% 11
Machine Learning
East of England

Machine Learning
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 23 July 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 32 (56.14%) Degree
2 31 (54.39%) C++
3 30 (52.63%) Computer Science
4 26 (45.61%) Mathematics
5 24 (42.11%) Algorithms
5 24 (42.11%) Python
6 23 (40.35%) Java
7 22 (38.60%) Physics
8 19 (33.33%) C
8 19 (33.33%) Software Engineering
9 12 (21.05%) Apple
9 12 (21.05%) OO
10 11 (19.30%) ASP.NET
10 11 (19.30%) C#
10 11 (19.30%) .NET
11 10 (17.54%) Telecoms
11 10 (17.54%) Digital Media
12 9 (15.79%) PhD
12 9 (15.79%) Data Mining
13 8 (14.04%) Web Services
13 8 (14.04%) Linux
13 8 (14.04%) Scrum
13 8 (14.04%) Signal Processing
14 7 (12.28%) CUDA
14 7 (12.28%) Speech Recognition
15 6 (10.53%) Benchmarking
15 6 (10.53%) Bash Shell
15 6 (10.53%) Lattice Semiconductor
15 6 (10.53%) Neural Network
15 6 (10.53%) DNN

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 (10.53%) DNN
2 1 (1.75%) Apache Spark
2 1 (1.75%) MS Exchange
Applications
1 1 (1.75%) Mathcad
Communications & Networking
1 4 (7.02%) Firewall
1 4 (7.02%) Network Security
Database & Business Intelligence
1 9 (15.79%) Data Mining
2 6 (10.53%) Big Data
3 2 (3.51%) Relational Database
4 1 (1.75%) DB2
4 1 (1.75%) Hadoop
4 1 (1.75%) MySQL
4 1 (1.75%) NoSQL
4 1 (1.75%) Oracle Reports
4 1 (1.75%) SQL Server
General
1 10 (17.54%) Telecoms
2 1 (1.75%) Finance
2 1 (1.75%) Marketing
2 1 (1.75%) Multimedia
2 1 (1.75%) Publishing
2 1 (1.75%) Retail
Job Titles
1 21 (36.84%) Machine Learning Engineer
2 19 (33.33%) Software Engineer
3 18 (31.58%) Developer
4 14 (24.56%) Software Developer
5 4 (7.02%) Development Engineer
5 4 (7.02%) Senior Development Engineer
5 4 (7.02%) Senior Software Development Engineer
5 4 (7.02%) Senior Software Engineer
5 4 (7.02%) Software Development Engineer
5 4 (7.02%) Software Test Engineer
5 4 (7.02%) Test Engineer
6 3 (5.26%) Administrator
6 3 (5.26%) Data Scientist
6 3 (5.26%) Junior
6 3 (5.26%) Junior Network Administrator
6 3 (5.26%) Junior Systems Administrator
6 3 (5.26%) Network Administrator
6 3 (5.26%) Systems Administrator
7 2 (3.51%) Java Developer
7 2 (3.51%) Programmer
Libraries, Frameworks & Software Standards
1 11 (19.30%) .NET
1 11 (19.30%) ASP.NET
2 8 (14.04%) Web Services
3 4 (7.02%) Natural Language Processing
4 2 (3.51%) CSS
4 2 (3.51%) HTML
5 1 (1.75%) AngularJS
5 1 (1.75%) CSS3
5 1 (1.75%) Ember.js
5 1 (1.75%) HTML5
5 1 (1.75%) Middleware
5 1 (1.75%) Node.js
5 1 (1.75%) React
Miscellaneous
1 30 (52.63%) Computer Science
2 26 (45.61%) Mathematics
3 24 (42.11%) Algorithms
4 22 (38.60%) Physics
5 10 (17.54%) Digital Media
6 7 (12.28%) CUDA
7 6 (10.53%) Neural Network
8 4 (7.02%) Analytical Skills
8 4 (7.02%) Statistics
9 3 (5.26%) Augmented Reality
9 3 (5.26%) Data Centre
10 2 (3.51%) Artificial Intelligence
10 2 (3.51%) Data Structures
10 2 (3.51%) Visualisation
Operating Systems
1 8 (14.04%) Linux
2 1 (1.75%) Ubuntu
Processes & Methodologies
1 19 (33.33%) Software Engineering
2 12 (21.05%) OO
3 8 (14.04%) Scrum
3 8 (14.04%) Signal Processing
4 7 (12.28%) Speech Recognition
5 6 (10.53%) API Design
5 6 (10.53%) Benchmarking
5 6 (10.53%) Code Optimisation
5 6 (10.53%) Release Management
6 4 (7.02%) Analytics
6 4 (7.02%) Cybersecurity
6 4 (7.02%) OOP
6 4 (7.02%) Prototyping
6 4 (7.02%) Test Automation
7 3 (5.26%) Deep Learning
7 3 (5.26%) Migration
8 2 (3.51%) Agile Software Development
8 2 (3.51%) Behavioural Analytics
8 2 (3.51%) Statistical Modelling
9 1 (1.75%) Fraud Detection
Programming Languages
1 31 (54.39%) C++
2 24 (42.11%) Python
3 23 (40.35%) Java
4 19 (33.33%) C
5 11 (19.30%) C#
6 6 (10.53%) Bash Shell
7 4 (7.02%) Objective-C
8 3 (5.26%) R
9 2 (3.51%) JavaScript
9 2 (3.51%) MATLAB
9 2 (3.51%) SQL
10 1 (1.75%) Embedded C
Qualifications
1 32 (56.14%) Degree
2 9 (15.79%) PhD
3 1 (1.75%) Postgraduate
Quality Assurance & Compliance
1 1 (1.75%) QA
System Software
1 1 (1.75%) Active Directory
1 1 (1.75%) Firmware
1 1 (1.75%) Virtual Machines
Vendors
1 12 (21.05%) Apple
2 6 (10.53%) Lattice Semiconductor
3 2 (3.51%) Oracle
4 1 (1.75%) ANSYS
4 1 (1.75%) IBM
Cambridge, Cambridgeshire
Big Wednesday Digital Ltd
Salary: £20000 - £40000 per annum + Negotiable
Posted: 4 hours ago
Cambridge, Cambridgeshire
Empiric.com
Salary: From £30,000 to £40,000 per annum + Bonus + Benefits + Parking
Posted: Yesterday
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent + benefits + options
Posted: 4 days ago
Cambridge, Cambridgeshire
Novate IT Ltd
Salary: £50000.00 - £80000.00 per annum + benefits
Posted: 3 days ago
Central Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent plus benefits incl. stock
Posted: 15 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £55k DoE + excellent benefits
Posted: 27 days ago