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

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Machine Learning
Rank 188 243 236
Rank change year-on-year
+55 -7
Permanent jobs citing Machine Learning 59 19 33
As % of all permanent IT jobs located in the East of England 0.95% 0.26% 0.43%
As % of the Processes & Methodologies category 1.09% 0.31% 0.52%
Number of salaries quoted 44 19 21
Median salary £65,000 £50,000 £35,000
Median salary % change year-on-year
+30.00% +42.85%
90% offered a salary of more than £27,500 £44,500 £27,500
10% offered a salary of more than £75,000 £67,500 £45,000
UK excluding London median salary £50,000 £47,500 £40,000
% change year-on-year
+5.26% +18.75%
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
5397 6221 6376
As % of all permanent IT jobs located in the East of England 86.57% 85.08% 83.24%
Number of salaries quoted 4454 5239 5101
Median salary £48,000 £45,000 £45,000
Median salary % change year-on-year
+6.66% -
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £71,000 £67,500 £67,500
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 September 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 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
Cambridgeshire +59 54 £50,000 +5.26% 11
Hertfordshire +15 5 £70,000 +3.70% 3
Machine Learning
England

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

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

1 60 (60.00%) Java
2 58 (58.00%) C++
3 52 (52.00%) Python
4 50 (50.00%) Algorithms
5 48 (48.00%) Computer Science
6 45 (45.00%) Degree
7 42 (42.00%) Mathematics
8 39 (39.00%) C
9 35 (35.00%) C#
10 33 (33.00%) Physics
11 29 (29.00%) Software Engineering
12 26 (26.00%) PhD
13 21 (21.00%) .NET
13 21 (21.00%) ASP.NET
14 19 (19.00%) Agile Software Development
15 17 (17.00%) Data Mining
15 17 (17.00%) Artificial Intelligence
16 15 (15.00%) Scala
16 15 (15.00%) Big Data
17 14 (14.00%) NoSQL
17 14 (14.00%) OO
17 14 (14.00%) Deep Learning
18 13 (13.00%) Analytics
18 13 (13.00%) Telecoms
18 13 (13.00%) Digital Media
19 12 (12.00%) Multithreading
19 12 (12.00%) Apple
19 12 (12.00%) Web Services
19 12 (12.00%) Distributed Algorithms
20 11 (11.00%) Linux

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 (6.00%) DNN
2 2 (2.00%) Apache Spark
2 2 (2.00%) Tomcat
3 1 (1.00%) GlassFish
Applications
1 1 (1.00%) Mathcad
Database & Business Intelligence
1 17 (17.00%) Data Mining
2 15 (15.00%) Big Data
3 14 (14.00%) NoSQL
4 6 (6.00%) Apache Cassandra
5 3 (3.00%) Relational Database
6 1 (1.00%) DB2
6 1 (1.00%) Hadoop
6 1 (1.00%) Oracle Reports
6 1 (1.00%) SQL Server
Development Applications
1 2 (2.00%) JIRA
1 2 (2.00%) JMeter
1 2 (2.00%) JUnit
1 2 (2.00%) LoadRunner
1 2 (2.00%) NUnit
1 2 (2.00%) Selenium
1 2 (2.00%) YouTrack
General
1 13 (13.00%) Telecoms
2 4 (4.00%) Finance
3 3 (3.00%) Marketing
4 1 (1.00%) Retail
Job Titles
1 42 (42.00%) Developer
2 28 (28.00%) Machine Learning Engineer
2 28 (28.00%) Software Engineer
3 25 (25.00%) Software Developer
4 17 (17.00%) Java Developer
5 8 (8.00%) Java Engineer
6 6 (6.00%) Development Engineer
6 6 (6.00%) Software Development Engineer
6 6 (6.00%) Software Test Engineer
6 6 (6.00%) Test Engineer
7 5 (5.00%) C++ Developer
7 5 (5.00%) C++/Java Developer
7 5 (5.00%) Data Scientist
7 5 (5.00%) Java Scala Developer
7 5 (5.00%) Python Developer
7 5 (5.00%) Scala Developer
8 4 (4.00%) Developer/Software Engineer
8 4 (4.00%) Java Development Team Leader
8 4 (4.00%) Java Software Developer
8 4 (4.00%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 21 (21.00%) .NET
1 21 (21.00%) ASP.NET
2 12 (12.00%) Web Services
3 7 (7.00%) AngularJS
4 5 (5.00%) Akka
4 5 (5.00%) Natural Language Processing
5 4 (4.00%) CSS
5 4 (4.00%) HTML
5 4 (4.00%) RESTful
6 3 (3.00%) Node.js
7 2 (2.00%) DirectX
7 2 (2.00%) OpenCL
7 2 (2.00%) OpenGL
7 2 (2.00%) OpenGL ES
8 1 (1.00%) Hibernate
8 1 (1.00%) JMS
8 1 (1.00%) MLlib
8 1 (1.00%) Spring
Miscellaneous
1 50 (50.00%) Algorithms
2 48 (48.00%) Computer Science
3 42 (42.00%) Mathematics
4 33 (33.00%) Physics
5 17 (17.00%) Artificial Intelligence
6 13 (13.00%) Digital Media
7 9 (9.00%) Analytical Skills
7 9 (9.00%) CUDA
8 7 (7.00%) Augmented Reality
9 6 (6.00%) Neural Network
10 4 (4.00%) Statistics
11 3 (3.00%) User Experience
12 2 (2.00%) Visualisation
13 1 (1.00%) Clustering
13 1 (1.00%) Data Structures
13 1 (1.00%) Life Science
Operating Systems
1 11 (11.00%) Linux
2 2 (2.00%) Unix
2 2 (2.00%) Windows
Processes & Methodologies
1 29 (29.00%) Software Engineering
2 19 (19.00%) Agile Software Development
3 14 (14.00%) Deep Learning
3 14 (14.00%) OO
4 13 (13.00%) Analytics
5 12 (12.00%) Distributed Algorithms
5 12 (12.00%) Multithreading
6 9 (9.00%) Scrum
6 9 (9.00%) Signal Processing
7 8 (8.00%) Data Analytics
8 7 (7.00%) Speech Recognition
9 6 (6.00%) API Design
9 6 (6.00%) Benchmarking
9 6 (6.00%) Code Optimisation
9 6 (6.00%) OOP
9 6 (6.00%) Release Management
9 6 (6.00%) Test Automation
10 4 (4.00%) Coaching
10 4 (4.00%) Mentoring
10 4 (4.00%) Prototyping
Programming Languages
1 60 (60.00%) Java
2 58 (58.00%) C++
3 52 (52.00%) Python
4 39 (39.00%) C
5 35 (35.00%) C#
6 15 (15.00%) Scala
7 8 (8.00%) Bash Shell
8 4 (4.00%) JavaScript
8 4 (4.00%) Objective-C
9 3 (3.00%) TypeScript
10 2 (2.00%) PowerShell
10 2 (2.00%) SQL
11 1 (1.00%) Embedded C
11 1 (1.00%) MATLAB
11 1 (1.00%) R
Qualifications
1 45 (45.00%) Degree
2 26 (26.00%) PhD
3 1 (1.00%) Postgraduate
Quality Assurance & Compliance
1 3 (3.00%) QA
Vendors
1 12 (12.00%) Apple
2 6 (6.00%) Lattice Semiconductor
3 2 (2.00%) Oracle
4 1 (1.00%) ANSYS
4 1 (1.00%) IBM
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