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

3 months to
25 Jun 2016
Same period 2015 Same period 2014
Machine Learning
Rank 202 262 261
Rank change year-on-year
+60 -1
Permanent jobs citing Machine Learning 43 22 28
As % of all permanent IT jobs located in the East of England 0.66% 0.28% 0.33%
As % of the Processes & Methodologies category 0.77% 0.34% 0.41%
Number of salaries quoted 35 21 26
Median salary £45,000 £50,000 £35,000
Median salary % change year-on-year
-10.00% +42.85%
90% offered a salary of more than £27,500 £37,500 £26,644
10% offered a salary of more than £70,000 £62,500 £40,000
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
5576 6523 6899
As % of all permanent IT jobs located in the East of England 85.85% 84.22% 82.28%
Number of salaries quoted 4710 5391 5683
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 25 June 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 25 June 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 +20 31 £45,000 -5.26% 10
Hertfordshire +29 11 £50,000 -18.36% 1
Norfolk +9 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 25 June 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 44 (53.01%) Java
2 35 (42.17%) C++
2 35 (42.17%) Data Mining
3 33 (39.76%) Degree
4 32 (38.55%) Algorithms
5 30 (36.14%) Computer Science
6 26 (31.33%) Python
7 25 (30.12%) Mathematics
7 25 (30.12%) Analytics
8 23 (27.71%) Agile Software Development
9 21 (25.30%) Physics
10 20 (24.10%) Data Analytics
11 18 (21.69%) Big Data
12 17 (20.48%) C
13 15 (18.07%) Finance
13 15 (18.07%) Software Engineering
14 13 (15.66%) Signal Processing
15 12 (14.46%) NoSQL
16 11 (13.25%) Scala
17 10 (12.05%) Speech Recognition
17 10 (12.05%) PhD
17 10 (12.05%) Linux
18 9 (10.84%) Firewall
18 9 (10.84%) Neural Network
18 9 (10.84%) Network Security
18 9 (10.84%) CUDA
18 9 (10.84%) Cybersecurity
18 9 (10.84%) Analytical Skills
18 9 (10.84%) Fintech
19 8 (9.64%) Digital Media

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 7 (8.43%) Tomcat
2 6 (7.23%) DNN
3 5 (6.02%) GlassFish
3 5 (6.02%) MS Exchange
4 4 (4.82%) Apache Spark
5 1 (1.20%) CloudStack
Applications
1 1 (1.20%) Mathcad
Cloud Services
1 1 (1.20%) GitHub
Communications & Networking
1 9 (10.84%) Firewall
1 9 (10.84%) Network Security
2 1 (1.20%) Remote Desktop
Database & Business Intelligence
1 35 (42.17%) Data Mining
2 18 (21.69%) Big Data
3 12 (14.46%) NoSQL
4 5 (6.02%) Apache Cassandra
5 3 (3.61%) Relational Database
6 1 (1.20%) Data Warehouse
6 1 (1.20%) DB2
6 1 (1.20%) Hadoop
6 1 (1.20%) MySQL
6 1 (1.20%) Oracle Reports
6 1 (1.20%) SQL Server
Development Applications
1 4 (4.82%) Jenkins
1 4 (4.82%) Maven
2 2 (2.41%) Talend Open Studio
3 1 (1.20%) Git (software)
3 1 (1.20%) Grunt
3 1 (1.20%) gulp
3 1 (1.20%) Subversion
General
1 15 (18.07%) Finance
2 8 (9.64%) Telecoms
3 4 (4.82%) Games
3 4 (4.82%) Marketing
4 3 (3.61%) Electronics
5 1 (1.20%) Multimedia
5 1 (1.20%) Publishing
5 1 (1.20%) Retail
Job Titles
1 37 (44.58%) Developer
2 24 (28.92%) Java Developer
3 16 (19.28%) Machine Learning Engineer
4 15 (18.07%) Software Engineer
5 10 (12.05%) Software Developer
6 8 (9.64%) Administrator
6 8 (9.64%) Network Administrator
7 7 (8.43%) Systems Administrator
8 6 (7.23%) Data Scientist
8 6 (7.23%) Java Engineer
8 6 (7.23%) Research Engineer
9 5 (6.02%) Audio Engineer
9 5 (6.02%) Java Scala Developer
9 5 (6.02%) Network Security Administrator
9 5 (6.02%) Scala Developer
9 5 (6.02%) Security Administrator
10 4 (4.82%) Java Software Engineer
10 4 (4.82%) Junior
10 4 (4.82%) Junior Network Administrator
11 3 (3.61%) Junior Systems Administrator
Libraries, Frameworks & Software Standards
1 7 (8.43%) .NET
1 7 (8.43%) ASP.NET
2 5 (6.02%) JMS
3 4 (4.82%) Guava
3 4 (4.82%) Natural Language Processing
4 3 (3.61%) MLlib
5 2 (2.41%) AngularJS
5 2 (2.41%) CSS
5 2 (2.41%) DirectX
5 2 (2.41%) Ember.js
5 2 (2.41%) HTML
5 2 (2.41%) OpenCL
5 2 (2.41%) OpenGL
5 2 (2.41%) OpenGL ES
5 2 (2.41%) React
5 2 (2.41%) Spring
5 2 (2.41%) Web Services
6 1 (1.20%) Dojo
6 1 (1.20%) Middleware
6 1 (1.20%) Spring MVC
Miscellaneous
1 32 (38.55%) Algorithms
2 30 (36.14%) Computer Science
3 25 (30.12%) Mathematics
4 21 (25.30%) Physics
5 9 (10.84%) Analytical Skills
5 9 (10.84%) CUDA
5 9 (10.84%) Fintech
5 9 (10.84%) Neural Network
6 8 (9.64%) Digital Media
7 4 (4.82%) Statistics
8 3 (3.61%) Data Centre
9 2 (2.41%) Data Structures
9 2 (2.41%) Visualisation
10 1 (1.20%) Augmented Reality
10 1 (1.20%) Economics
Operating Systems
1 10 (12.05%) Linux
2 2 (2.41%) Unix
3 1 (1.20%) Ubuntu
3 1 (1.20%) Windows
3 1 (1.20%) Windows Server
Processes & Methodologies
1 25 (30.12%) Analytics
2 23 (27.71%) Agile Software Development
3 20 (24.10%) Data Analytics
4 15 (18.07%) Software Engineering
5 13 (15.66%) Signal Processing
6 10 (12.05%) Speech Recognition
7 9 (10.84%) Cybersecurity
8 6 (7.23%) API Design
8 6 (7.23%) Benchmarking
8 6 (7.23%) Code Optimisation
8 6 (7.23%) Network Design
8 6 (7.23%) Release Management
9 5 (6.02%) Mentoring
9 5 (6.02%) Project Planning
10 4 (4.82%) Anomaly Detection
10 4 (4.82%) Logistics
11 3 (3.61%) Kalman Filter
11 3 (3.61%) Logistic Regression
11 3 (3.61%) Migration
11 3 (3.61%) OO
Programming Languages
1 44 (53.01%) Java
2 35 (42.17%) C++
3 26 (31.33%) Python
4 17 (20.48%) C
5 11 (13.25%) Scala
6 7 (8.43%) C#
7 6 (7.23%) Bash Shell
8 4 (4.82%) R
9 3 (3.61%) JavaScript
9 3 (3.61%) MATLAB
9 3 (3.61%) SQL
10 1 (1.20%) Embedded C
10 1 (1.20%) ES6
10 1 (1.20%) Objective-C
Qualifications
1 33 (39.76%) Degree
2 10 (12.05%) PhD
3 1 (1.20%) BPSS Clearance
3 1 (1.20%) Postgraduate
3 1 (1.20%) Security Cleared
Quality Assurance & Compliance
1 1 (1.20%) QA
System Software
1 6 (7.23%) Active Directory
2 5 (6.02%) Virtual Machines
3 1 (1.20%) Firmware
Vendors
1 6 (7.23%) Lattice Semiconductor
2 3 (3.61%) Apple
3 2 (2.41%) hybris
3 2 (2.41%) Oracle
3 2 (2.41%) Talend
4 1 (1.20%) ANSYS
4 1 (1.20%) IBM
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