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 salaries offered in IT jobs that have cited Machine Learning over the 3 months to 1 October 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Oct 2016
Same period 2015 Same period 2014
Machine Learning
Rank 49 101 96
Rank change year-on-year
+52 -5
Permanent jobs citing Machine Learning 54 9 24
As % of all permanent IT jobs located in Cambridge 4.62% 0.62% 1.34%
As % of the Processes & Methodologies category 5.43% 0.72% 1.58%
Number of salaries quoted 39 9 12
Median salary £50,000 £47,500 £35,000
Median salary % change year-on-year
+5.26% +35.71%
90% offered a salary of more than £27,500 £45,000 £27,500
10% offered a salary of more than £75,000 £57,000 £37,500
UK excluding London median salary £50,000 £50,000 £41,250
% change year-on-year
- +21.21%
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
994 1249 1519
As % of all permanent IT jobs located in Cambridge 85.03% 85.78% 84.81%
Number of salaries quoted 813 1106 1160
Median salary £47,500 £45,000 £42,000
Median salary % change year-on-year
+5.55% +7.14%
90% offered a salary of more than £31,500 £32,500 £30,000
10% offered a salary of more than £75,000 £57,500 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Machine Learning
Jobs Demand Trend in Cambridge

The demand trend of job ads across the Cambridge 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 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 1 October 2016.

Machine Learning Salary Histogram in Cambridge

Machine Learning
Top 30 Related IT Skills in Cambridge

For the 6 months to 1 October 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 Cambridge region with a requirement for Machine Learning.

1 49 (62.82%) C++
2 46 (58.97%) Java
3 45 (57.69%) Python
4 41 (52.56%) Computer Science
4 41 (52.56%) Algorithms
5 38 (48.72%) Degree
6 35 (44.87%) Mathematics
6 35 (44.87%) C#
7 31 (39.74%) C
8 29 (37.18%) Software Engineering
9 27 (34.62%) Physics
10 25 (32.05%) PhD
11 21 (26.92%) .NET
11 21 (26.92%) ASP.NET
12 17 (21.79%) Artificial Intelligence
13 14 (17.95%) OO
13 14 (17.95%) Deep Learning
14 13 (16.67%) Digital Media
14 13 (16.67%) Telecoms
15 12 (15.38%) Apple
15 12 (15.38%) Multithreading
15 12 (15.38%) Distributed Algorithms
16 9 (11.54%) Analytical Skills
17 8 (10.26%) Scrum
17 8 (10.26%) Web Services
18 7 (8.97%) Augmented Reality
18 7 (8.97%) Big Data
19 6 (7.69%) Test Automation
19 6 (7.69%) OOP
19 6 (7.69%) Agile Software Development

Machine Learning
Top Related IT Skills in Cambridge 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 1 (1.28%) Apache Spark
Applications
1 1 (1.28%) Mathcad
Database & Business Intelligence
1 7 (8.97%) Big Data
2 3 (3.85%) Data Mining
2 3 (3.85%) Relational Database
3 1 (1.28%) DB2
3 1 (1.28%) Hadoop
3 1 (1.28%) NoSQL
3 1 (1.28%) Oracle Reports
3 1 (1.28%) SQL Server
Development Applications
1 2 (2.56%) JIRA
1 2 (2.56%) JMeter
1 2 (2.56%) JUnit
1 2 (2.56%) LoadRunner
1 2 (2.56%) NUnit
1 2 (2.56%) Selenium
1 2 (2.56%) YouTrack
General
1 13 (16.67%) Telecoms
2 3 (3.85%) Finance
3 1 (1.28%) Marketing
3 1 (1.28%) Retail
Job Titles
1 34 (43.59%) Developer
2 28 (35.90%) Software Engineer
3 25 (32.05%) Software Developer
4 22 (28.21%) Machine Learning Engineer
5 9 (11.54%) Java Developer
6 8 (10.26%) Java Engineer
7 6 (7.69%) Development Engineer
7 6 (7.69%) Software Development Engineer
7 6 (7.69%) Software Test Engineer
7 6 (7.69%) Test Engineer
8 5 (6.41%) C++ Developer
8 5 (6.41%) C++/Java Developer
8 5 (6.41%) Python Developer
9 4 (5.13%) C++ Software Developer
9 4 (5.13%) Data Scientist
9 4 (5.13%) Developer/Software Engineer
9 4 (5.13%) Java Software Developer
9 4 (5.13%) JavaScript Developer
9 4 (5.13%) Senior Development Engineer
9 4 (5.13%) Senior Software Development Engineer
Libraries, Frameworks & Software Standards
1 21 (26.92%) .NET
1 21 (26.92%) ASP.NET
2 8 (10.26%) Web Services
3 4 (5.13%) CSS
3 4 (5.13%) HTML
3 4 (5.13%) Natural Language Processing
4 3 (3.85%) AngularJS
4 3 (3.85%) Node.js
Miscellaneous
1 41 (52.56%) Algorithms
1 41 (52.56%) Computer Science
2 35 (44.87%) Mathematics
3 27 (34.62%) Physics
4 17 (21.79%) Artificial Intelligence
5 13 (16.67%) Digital Media
6 9 (11.54%) Analytical Skills
7 7 (8.97%) Augmented Reality
8 4 (5.13%) Statistics
9 3 (3.85%) User Experience
10 2 (2.56%) Visualisation
11 1 (1.28%) Clustering
11 1 (1.28%) CUDA
11 1 (1.28%) Data Structures
11 1 (1.28%) Life Science
Operating Systems
1 3 (3.85%) Linux
2 2 (2.56%) Windows
Processes & Methodologies
1 29 (37.18%) Software Engineering
2 14 (17.95%) Deep Learning
2 14 (17.95%) OO
3 12 (15.38%) Distributed Algorithms
3 12 (15.38%) Multithreading
4 8 (10.26%) Scrum
5 6 (7.69%) Agile Software Development
5 6 (7.69%) OOP
5 6 (7.69%) Test Automation
6 5 (6.41%) Analytics
7 4 (5.13%) Prototyping
8 2 (2.56%) Bayesian Methods
8 2 (2.56%) Behavioural Analytics
8 2 (2.56%) Defect Management
8 2 (2.56%) E-Commerce
8 2 (2.56%) Front End Development
8 2 (2.56%) Load Testing
8 2 (2.56%) Process Improvement
8 2 (2.56%) Statistical Modelling
9 1 (1.28%) Project Management
Programming Languages
1 49 (62.82%) C++
2 46 (58.97%) Java
3 45 (57.69%) Python
4 35 (44.87%) C#
5 31 (39.74%) C
6 4 (5.13%) JavaScript
6 4 (5.13%) Objective-C
7 3 (3.85%) TypeScript
8 2 (2.56%) Bash Shell
8 2 (2.56%) PowerShell
8 2 (2.56%) SQL
9 1 (1.28%) Embedded C
9 1 (1.28%) MATLAB
9 1 (1.28%) R
9 1 (1.28%) Scala
Qualifications
1 38 (48.72%) Degree
2 25 (32.05%) PhD
3 1 (1.28%) Postgraduate
Quality Assurance & Compliance
1 3 (3.85%) QA
Vendors
1 12 (15.38%) Apple
2 2 (2.56%) Oracle
3 1 (1.28%) ANSYS
3 1 (1.28%) IBM
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Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 2 days ago
Cambridge
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Salary: £70000 - £80000 per annum + bens
Posted: 6 days ago
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Posted: 4 days ago
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Salary: £60000.00 - £80000.00 per annum + benefits
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