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

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Machine Learning
Rank 198 257 254
Rank change year-on-year
+59 -3
Permanent jobs citing Machine Learning 47 21 30
As % of all permanent IT jobs located in the East of England 0.71% 0.28% 0.38%
As % of the Processes & Methodologies category 0.84% 0.33% 0.46%
Number of salaries quoted 33 20 28
Median salary £47,500 £52,500 £35,000
Median salary % change year-on-year
-9.52% +50.00%
90% offered a salary of more than £27,500 £37,250 £27,500
10% offered a salary of more than £70,000 £67,500 £37,500
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
5609 6447 6587
As % of all permanent IT jobs located in the East of England 85.19% 84.81% 82.53%
Number of salaries quoted 4725 5344 5433
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year
+5.55% -
90% offered a salary of more than £31,500 £30,000 £31,000
10% offered a salary of more than £70,000 £67,500 £65,000
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 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 27 July 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 27 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
Cambridgeshire +35 40 £40,000 -20.00% 12
Hertfordshire +21 6 £60,000 -11.11%
Norfolk 0 1 £35,000 -30.00%
Machine Learning
England

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

For the 6 months to 27 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 East of England region with a requirement for Machine Learning.

1 50 (57.47%) Java
2 45 (51.72%) C++
3 38 (43.68%) Degree
4 37 (42.53%) Computer Science
5 33 (37.93%) Data Mining
6 32 (36.78%) Algorithms
7 30 (34.48%) Python
8 29 (33.33%) Mathematics
9 24 (27.59%) Software Engineering
9 24 (27.59%) Analytics
10 23 (26.44%) Physics
11 22 (25.29%) Agile Software Development
12 21 (24.14%) C
13 19 (21.84%) Big Data
13 19 (21.84%) Data Analytics
14 13 (14.94%) Finance
14 13 (14.94%) NoSQL
15 12 (13.79%) Apple
15 12 (13.79%) C#
15 12 (13.79%) .NET
15 12 (13.79%) ASP.NET
15 12 (13.79%) OO
16 11 (12.64%) PhD
16 11 (12.64%) Telecoms
16 11 (12.64%) Digital Media
17 10 (11.49%) Scala
18 9 (10.34%) Signal Processing
18 9 (10.34%) CUDA
18 9 (10.34%) Linux
18 9 (10.34%) Analytical Skills

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 (6.90%) DNN
1 6 (6.90%) Tomcat
2 5 (5.75%) GlassFish
3 3 (3.45%) Apache Spark
4 1 (1.15%) MS Exchange
Applications
1 1 (1.15%) Mathcad
Communications & Networking
1 4 (4.60%) Firewall
1 4 (4.60%) Network Security
Database & Business Intelligence
1 33 (37.93%) Data Mining
2 19 (21.84%) Big Data
3 13 (14.94%) NoSQL
4 5 (5.75%) Apache Cassandra
5 2 (2.30%) Relational Database
6 1 (1.15%) Data Warehouse
6 1 (1.15%) DB2
6 1 (1.15%) Hadoop
6 1 (1.15%) Oracle Reports
6 1 (1.15%) SQL Server
Development Applications
1 4 (4.60%) Jenkins
1 4 (4.60%) Maven
2 1 (1.15%) Talend Open Studio
General
1 13 (14.94%) Finance
2 11 (12.64%) Telecoms
3 4 (4.60%) Games
4 3 (3.45%) Marketing
5 1 (1.15%) Publishing
5 1 (1.15%) Retail
Job Titles
1 39 (44.83%) Developer
2 24 (27.59%) Software Engineer
3 22 (25.29%) Java Developer
3 22 (25.29%) Machine Learning Engineer
4 15 (17.24%) Software Developer
5 6 (6.90%) Data Scientist
5 6 (6.90%) Senior Software Engineer
6 5 (5.75%) Java Engineer
6 5 (5.75%) Java Scala Developer
6 5 (5.75%) Scala Developer
7 4 (4.60%) Development Engineer
7 4 (4.60%) Java Software Engineer
7 4 (4.60%) Senior Development Engineer
7 4 (4.60%) Senior Software Development Engineer
7 4 (4.60%) Software Development Engineer
7 4 (4.60%) Software Test Engineer
7 4 (4.60%) Test Engineer
8 3 (3.45%) Administrator
8 3 (3.45%) Junior
8 3 (3.45%) Systems Administrator
Libraries, Frameworks & Software Standards
1 12 (13.79%) .NET
1 12 (13.79%) ASP.NET
2 8 (9.20%) Web Services
3 6 (6.90%) Natural Language Processing
4 5 (5.75%) JMS
5 4 (4.60%) Guava
6 2 (2.30%) CSS
6 2 (2.30%) DirectX
6 2 (2.30%) HTML
6 2 (2.30%) MLlib
6 2 (2.30%) OpenCL
6 2 (2.30%) OpenGL
6 2 (2.30%) OpenGL ES
7 1 (1.15%) AngularJS
7 1 (1.15%) CSS3
7 1 (1.15%) Ember.js
7 1 (1.15%) HTML5
7 1 (1.15%) Node.js
7 1 (1.15%) Spring
7 1 (1.15%) Spring MVC
Miscellaneous
1 37 (42.53%) Computer Science
2 32 (36.78%) Algorithms
3 29 (33.33%) Mathematics
4 23 (26.44%) Physics
5 11 (12.64%) Digital Media
6 9 (10.34%) Analytical Skills
6 9 (10.34%) CUDA
7 7 (8.05%) Fintech
8 6 (6.90%) Neural Network
9 5 (5.75%) Statistics
10 4 (4.60%) Augmented Reality
11 3 (3.45%) Data Centre
12 2 (2.30%) Artificial Intelligence
12 2 (2.30%) Data Structures
12 2 (2.30%) Visualisation
13 1 (1.15%) Economics
Operating Systems
1 9 (10.34%) Linux
2 2 (2.30%) Unix
Processes & Methodologies
1 24 (27.59%) Analytics
1 24 (27.59%) Software Engineering
2 22 (25.29%) Agile Software Development
3 19 (21.84%) Data Analytics
4 12 (13.79%) OO
5 9 (10.34%) Signal Processing
6 8 (9.20%) Scrum
7 7 (8.05%) Speech Recognition
8 6 (6.90%) API Design
8 6 (6.90%) Benchmarking
8 6 (6.90%) Code Optimisation
8 6 (6.90%) Release Management
9 4 (4.60%) Cybersecurity
9 4 (4.60%) Deep Learning
9 4 (4.60%) Logistics
9 4 (4.60%) OOP
9 4 (4.60%) Prototyping
9 4 (4.60%) Test Automation
10 3 (3.45%) Migration
11 2 (2.30%) Data Management
Programming Languages
1 50 (57.47%) Java
2 45 (51.72%) C++
3 30 (34.48%) Python
4 21 (24.14%) C
5 12 (13.79%) C#
6 10 (11.49%) Scala
7 6 (6.90%) Bash Shell
8 4 (4.60%) Objective-C
9 3 (3.45%) R
9 3 (3.45%) SQL
10 2 (2.30%) JavaScript
11 1 (1.15%) Embedded C
11 1 (1.15%) MATLAB
Qualifications
1 38 (43.68%) Degree
2 11 (12.64%) PhD
3 1 (1.15%) Postgraduate
Quality Assurance & Compliance
1 1 (1.15%) QA
System Software
1 1 (1.15%) Active Directory
1 1 (1.15%) Virtual Machines
Vendors
1 12 (13.79%) Apple
2 6 (6.90%) Lattice Semiconductor
3 2 (2.30%) Oracle
4 1 (1.15%) ANSYS
4 1 (1.15%) hybris
4 1 (1.15%) IBM
4 1 (1.15%) Talend
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