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

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Machine Learning
Rank 76 122 113
Rank change year-on-year
+46 -9
Permanent jobs citing Machine Learning 53 9 27
As % of all permanent IT jobs located in Cambridgeshire 3.07% 0.43% 1.11%
As % of the Processes & Methodologies category 3.62% 0.49% 1.32%
Number of salaries quoted 38 9 15
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 £47,500 £40,000
% change year-on-year
+5.26% +18.75%
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
1465 1823 2046
As % of all permanent IT jobs located in Cambridgeshire 84.78% 86.44% 83.85%
Number of salaries quoted 1183 1605 1594
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year
+5.55% +5.88%
90% offered a salary of more than £32,000 £30,500 £30,000
10% offered a salary of more than £70,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 September 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 September 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 +48 53 £50,000 +5.26% 9
Machine Learning
East of England

Machine Learning
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 26 September 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 55 (65.48%) C++
2 50 (59.52%) Python
3 47 (55.95%) Algorithms
4 46 (54.76%) Computer Science
4 46 (54.76%) Java
5 43 (51.19%) Degree
6 40 (47.62%) Mathematics
7 36 (42.86%) C
8 34 (40.48%) C#
9 33 (39.29%) Physics
10 29 (34.52%) Software Engineering
11 25 (29.76%) PhD
12 20 (23.81%) .NET
12 20 (23.81%) ASP.NET
13 17 (20.24%) Artificial Intelligence
14 14 (16.67%) OO
15 13 (15.48%) Telecoms
15 13 (15.48%) Digital Media
15 13 (15.48%) Deep Learning
16 12 (14.29%) Distributed Algorithms
16 12 (14.29%) Multithreading
16 12 (14.29%) Apple
17 9 (10.71%) Data Mining
17 9 (10.71%) Linux
17 9 (10.71%) Analytical Skills
18 8 (9.52%) Big Data
18 8 (9.52%) Bash Shell
18 8 (9.52%) Scrum
18 8 (9.52%) Web Services
19 7 (8.33%) Speech Recognition

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 (7.14%) DNN
2 1 (1.19%) Apache Spark
Applications
1 1 (1.19%) Mathcad
Database & Business Intelligence
1 9 (10.71%) Data Mining
2 8 (9.52%) Big Data
3 3 (3.57%) Relational Database
4 1 (1.19%) DB2
4 1 (1.19%) Hadoop
4 1 (1.19%) NoSQL
4 1 (1.19%) Oracle Reports
4 1 (1.19%) SQL Server
Development Applications
1 2 (2.38%) JIRA
1 2 (2.38%) JMeter
1 2 (2.38%) JUnit
1 2 (2.38%) LoadRunner
1 2 (2.38%) NUnit
1 2 (2.38%) Selenium
1 2 (2.38%) YouTrack
General
1 13 (15.48%) Telecoms
2 3 (3.57%) Finance
3 1 (1.19%) Marketing
3 1 (1.19%) Retail
Job Titles
1 34 (40.48%) Developer
2 28 (33.33%) Machine Learning Engineer
2 28 (33.33%) Software Engineer
3 25 (29.76%) Software Developer
4 9 (10.71%) Java Developer
5 8 (9.52%) Java Engineer
6 6 (7.14%) Development Engineer
6 6 (7.14%) Software Development Engineer
6 6 (7.14%) Software Test Engineer
6 6 (7.14%) Test Engineer
7 5 (5.95%) C++ Developer
7 5 (5.95%) C++/Java Developer
7 5 (5.95%) Python Developer
8 4 (4.76%) C++ Software Developer
8 4 (4.76%) C++ Software Engineer
8 4 (4.76%) Data Scientist
8 4 (4.76%) Java Software Engineer
8 4 (4.76%) Senior Development Engineer
8 4 (4.76%) Senior Software Development Engineer
8 4 (4.76%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 20 (23.81%) .NET
1 20 (23.81%) ASP.NET
2 8 (9.52%) Web Services
3 4 (4.76%) CSS
3 4 (4.76%) HTML
3 4 (4.76%) Natural Language Processing
4 3 (3.57%) AngularJS
4 3 (3.57%) Node.js
Miscellaneous
1 47 (55.95%) Algorithms
2 46 (54.76%) Computer Science
3 40 (47.62%) Mathematics
4 33 (39.29%) Physics
5 17 (20.24%) Artificial Intelligence
6 13 (15.48%) Digital Media
7 9 (10.71%) Analytical Skills
8 7 (8.33%) CUDA
9 6 (7.14%) Augmented Reality
9 6 (7.14%) Neural Network
10 4 (4.76%) Statistics
11 3 (3.57%) User Experience
12 2 (2.38%) Visualisation
13 1 (1.19%) Clustering
13 1 (1.19%) Data Structures
13 1 (1.19%) Life Science
Operating Systems
1 9 (10.71%) Linux
2 2 (2.38%) Windows
Processes & Methodologies
1 29 (34.52%) Software Engineering
2 14 (16.67%) OO
3 13 (15.48%) Deep Learning
4 12 (14.29%) Distributed Algorithms
4 12 (14.29%) Multithreading
5 8 (9.52%) Scrum
6 7 (8.33%) Signal Processing
6 7 (8.33%) Speech Recognition
7 6 (7.14%) Agile Software Development
7 6 (7.14%) API Design
7 6 (7.14%) Benchmarking
7 6 (7.14%) Code Optimisation
7 6 (7.14%) OOP
7 6 (7.14%) Release Management
7 6 (7.14%) Test Automation
8 5 (5.95%) Analytics
9 4 (4.76%) Prototyping
10 2 (2.38%) Behavioural Analytics
10 2 (2.38%) Process Improvement
10 2 (2.38%) Statistical Modelling
Programming Languages
1 55 (65.48%) C++
2 50 (59.52%) Python
3 46 (54.76%) Java
4 36 (42.86%) C
5 34 (40.48%) C#
6 8 (9.52%) Bash Shell
7 4 (4.76%) JavaScript
7 4 (4.76%) Objective-C
8 3 (3.57%) TypeScript
9 2 (2.38%) PowerShell
9 2 (2.38%) R
9 2 (2.38%) SQL
10 1 (1.19%) Embedded C
10 1 (1.19%) MATLAB
10 1 (1.19%) Scala
Qualifications
1 43 (51.19%) Degree
2 25 (29.76%) PhD
3 1 (1.19%) Postgraduate
Quality Assurance & Compliance
1 3 (3.57%) QA
Vendors
1 12 (14.29%) Apple
2 6 (7.14%) Lattice Semiconductor
3 2 (2.38%) Oracle
4 1 (1.19%) ANSYS
4 1 (1.19%) IBM
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