The table below looks at the statistics for Machine Learning skills in IT jobs advertised for the East of England region. Included is a guide to the salaries offered in IT jobs that have cited Machine Learning over the 3 months to 29 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Aug 2016
Same period 2015 Same period 2014
Machine Learning
Rank 189 241 235
Rank change year-on-year
+52 -6
Permanent jobs citing Machine Learning 55 20 44
As % of all permanent IT jobs located in the East of England 0.87% 0.28% 0.56%
As % of the Processes & Methodologies category 1.01% 0.32% 0.68%
Number of salaries quoted 38 20 31
Median salary £65,000 £67,500 £35,000
Median salary % change year-on-year
-3.70% +92.85%
90% offered a salary of more than £27,500 £44,750 £27,500
10% offered a salary of more than £75,000 £67,500 £45,000
UK excluding London median salary £50,000 £50,000 £42,500
% change year-on-year
- +17.64%
Machine Learning
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 East of England region.

Processes & Methodologies Category
East of England
Permanent IT job ads with a match in the
Processes & Methodologies category
5431 6162 6480
As % of all permanent IT jobs located in the East of England 85.64% 85.25% 83.07%
Number of salaries quoted 4614 5187 5246
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year
+5.55% -
90% offered a salary of more than £32,000 £31,000 £30,000
10% offered a salary of more than £70,000 £67,500 £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 the East of England

The demand trend of job ads across the East of England 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 the East of England

Machine Learning
Salary Trend in the East of England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Machine Learning across the East of England region.

Machine Learning Salary Trend in the East of England

Machine Learning
Salary Histogram in the East of England

This chart provides a salary histogram for IT jobs citing Machine Learning across the East of England region over the 3 months to 29 August 2016.

Machine Learning Salary Histogram in the East of England

Machine Learning
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Machine Learning within the East of England region over the 3 months to 29 August 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
Cambridgeshire +47 48 £65,000 +30.00% 8
Hertfordshire +11 7 £60,000 -11.11% 1
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in the East of England

For the 6 months to 29 August 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 East of England region with a requirement for Machine Learning.

1 54 (59.34%) C++
1 54 (59.34%) Java
2 42 (46.15%) Computer Science
3 41 (45.05%) Degree
4 40 (43.96%) Algorithms
5 39 (42.86%) Python
6 36 (39.56%) Mathematics
7 31 (34.07%) C
8 28 (30.77%) Physics
8 28 (30.77%) Software Engineering
9 26 (28.57%) C#
10 22 (24.18%) Data Mining
11 20 (21.98%) Agile Software Development
11 20 (21.98%) Analytics
12 19 (20.88%) PhD
13 18 (19.78%) Big Data
14 16 (17.58%) .NET
14 16 (17.58%) ASP.NET
14 16 (17.58%) NoSQL
15 14 (15.38%) OO
16 13 (14.29%) Telecoms
16 13 (14.29%) Data Analytics
16 13 (14.29%) Digital Media
17 12 (13.19%) Apple
17 12 (13.19%) Scala
18 11 (12.09%) Linux
19 10 (10.99%) Web Services
19 10 (10.99%) Artificial Intelligence
19 10 (10.99%) Deep Learning
20 9 (9.89%) CUDA

Machine Learning
Top Related IT Skills in the East of England 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 (6.59%) DNN
1 6 (6.59%) Tomcat
2 5 (5.49%) GlassFish
3 2 (2.20%) Apache Spark
Applications
1 1 (1.10%) Mathcad
Database & Business Intelligence
1 22 (24.18%) Data Mining
2 18 (19.78%) Big Data
3 16 (17.58%) NoSQL
4 8 (8.79%) Apache Cassandra
5 2 (2.20%) Relational Database
6 1 (1.10%) Data Warehouse
6 1 (1.10%) DB2
6 1 (1.10%) Hadoop
6 1 (1.10%) Oracle Reports
6 1 (1.10%) SQL Server
Development Applications
1 2 (2.20%) JIRA
1 2 (2.20%) JMeter
1 2 (2.20%) JUnit
1 2 (2.20%) LoadRunner
1 2 (2.20%) NUnit
1 2 (2.20%) Selenium
1 2 (2.20%) YouTrack
General
1 13 (14.29%) Telecoms
2 9 (9.89%) Finance
3 3 (3.30%) Marketing
4 1 (1.10%) Publishing
4 1 (1.10%) Retail
Job Titles
1 39 (42.86%) Developer
2 27 (29.67%) Software Engineer
3 26 (28.57%) Machine Learning Engineer
4 21 (23.08%) Software Developer
5 19 (20.88%) Java Developer
6 6 (6.59%) Data Scientist
6 6 (6.59%) Development Engineer
6 6 (6.59%) Software Development Engineer
6 6 (6.59%) Software Test Engineer
6 6 (6.59%) Test Engineer
7 5 (5.49%) Java Engineer
7 5 (5.49%) Java Scala Developer
7 5 (5.49%) Scala Developer
8 4 (4.40%) C++ Developer
8 4 (4.40%) C++/Java Developer
8 4 (4.40%) Python Developer
8 4 (4.40%) Research Engineer
8 4 (4.40%) Senior Development Engineer
8 4 (4.40%) Senior Software Development Engineer
8 4 (4.40%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 16 (17.58%) .NET
1 16 (17.58%) ASP.NET
2 10 (10.99%) Web Services
3 5 (5.49%) JMS
3 5 (5.49%) Natural Language Processing
4 3 (3.30%) Akka
4 3 (3.30%) AngularJS
5 2 (2.20%) CSS
5 2 (2.20%) DirectX
5 2 (2.20%) HTML
5 2 (2.20%) OpenCL
5 2 (2.20%) OpenGL
5 2 (2.20%) OpenGL ES
5 2 (2.20%) RESTful
6 1 (1.10%) CSS3
6 1 (1.10%) Ember.js
6 1 (1.10%) Hibernate
6 1 (1.10%) HTML5
6 1 (1.10%) Node.js
6 1 (1.10%) Spring
Miscellaneous
1 42 (46.15%) Computer Science
2 40 (43.96%) Algorithms
3 36 (39.56%) Mathematics
4 28 (30.77%) Physics
5 13 (14.29%) Digital Media
6 10 (10.99%) Artificial Intelligence
7 9 (9.89%) CUDA
8 7 (7.69%) Analytical Skills
9 6 (6.59%) Augmented Reality
9 6 (6.59%) Neural Network
10 5 (5.49%) Statistics
11 2 (2.20%) Data Structures
11 2 (2.20%) Visualisation
12 1 (1.10%) Economics
12 1 (1.10%) Fintech
Operating Systems
1 11 (12.09%) Linux
2 2 (2.20%) Unix
2 2 (2.20%) Windows
Processes & Methodologies
1 28 (30.77%) Software Engineering
2 20 (21.98%) Agile Software Development
2 20 (21.98%) Analytics
3 14 (15.38%) OO
4 13 (14.29%) Data Analytics
5 10 (10.99%) Deep Learning
6 9 (9.89%) Scrum
6 9 (9.89%) Signal Processing
7 8 (8.79%) Distributed Algorithms
7 8 (8.79%) Multithreading
8 7 (7.69%) Speech Recognition
9 6 (6.59%) API Design
9 6 (6.59%) Benchmarking
9 6 (6.59%) Code Optimisation
9 6 (6.59%) OOP
9 6 (6.59%) Release Management
9 6 (6.59%) Test Automation
10 4 (4.40%) Prototyping
11 2 (2.20%) Behavioural Analytics
11 2 (2.20%) Computer Vision
Programming Languages
1 54 (59.34%) C++
1 54 (59.34%) Java
2 39 (42.86%) Python
3 31 (34.07%) C
4 26 (28.57%) C#
5 12 (13.19%) Scala
6 8 (8.79%) Bash Shell
7 4 (4.40%) Objective-C
8 2 (2.20%) JavaScript
8 2 (2.20%) PowerShell
8 2 (2.20%) R
8 2 (2.20%) SQL
9 1 (1.10%) Embedded C
9 1 (1.10%) MATLAB
Qualifications
1 41 (45.05%) Degree
2 19 (20.88%) PhD
3 1 (1.10%) Postgraduate
Quality Assurance & Compliance
1 3 (3.30%) QA
Vendors
1 12 (13.19%) Apple
2 6 (6.59%) Lattice Semiconductor
3 2 (2.20%) Oracle
4 1 (1.10%) ANSYS
4 1 (1.10%) IBM
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