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

3 months to
27 May 2016
Same period 2015 Same period 2014
Machine Learning
Rank 220 257 268
Rank change year-on-year
+37 +11
Permanent jobs citing Machine Learning 36 19 24
As % of all permanent IT jobs located in the East of England 0.55% 0.25% 0.28%
As % of the Processes & Methodologies category 0.63% 0.31% 0.35%
Number of salaries quoted 31 18 23
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 £36,750 £26,644
10% offered a salary of more than £70,000 £60,000 £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
5714 6215 6865
As % of all permanent IT jobs located in the East of England 86.52% 83.22% 81.18%
Number of salaries quoted 4744 5077 5646
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 £30,000
10% offered a salary of more than £70,000 £65,000 £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 May 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 May 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 +6 23 £45,000 - 3
Hertfordshire +26 12 £43,750 -27.08% 1
Norfolk - 1 £35,000 -
Machine Learning
England

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

For the 6 months to 27 May 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 35 (49.30%) Java
2 30 (42.25%) C++
3 29 (40.85%) Data Mining
4 28 (39.44%) Algorithms
5 27 (38.03%) Degree
6 25 (35.21%) Computer Science
7 23 (32.39%) Python
8 20 (28.17%) Mathematics
9 18 (25.35%) Agile Software Development
9 18 (25.35%) Analytics
10 17 (23.94%) Physics
11 15 (21.13%) Finance
11 15 (21.13%) Data Analytics
12 14 (19.72%) C
13 13 (18.31%) Signal Processing
14 12 (16.90%) Cybersecurity
14 12 (16.90%) Big Data
14 12 (16.90%) Network Security
14 12 (16.90%) Firewall
15 11 (15.49%) Software Engineering
16 10 (14.08%) Speech Recognition
16 10 (14.08%) Linux
17 9 (12.68%) Neural Network
17 9 (12.68%) CUDA
17 9 (12.68%) Analytical Skills
17 9 (12.68%) Fintech
18 8 (11.27%) Network Design
18 8 (11.27%) PhD
18 8 (11.27%) Active Directory
19 7 (9.86%) MS Exchange

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 (9.86%) MS Exchange
1 7 (9.86%) Tomcat
2 6 (8.45%) DNN
3 5 (7.04%) GlassFish
4 3 (4.23%) Apache Spark
5 1 (1.41%) CloudStack
5 1 (1.41%) Node.js
Cloud Services
1 1 (1.41%) GitHub
Communications & Networking
1 12 (16.90%) Firewall
1 12 (16.90%) Network Security
2 1 (1.41%) Remote Desktop
Database & Business Intelligence
1 29 (40.85%) Data Mining
2 12 (16.90%) Big Data
3 7 (9.86%) NoSQL
4 5 (7.04%) Apache Cassandra
5 3 (4.23%) Relational Database
6 1 (1.41%) Data Warehouse
6 1 (1.41%) DB2
6 1 (1.41%) MySQL
6 1 (1.41%) SQL Server
Development Applications
1 4 (5.63%) Jenkins
1 4 (5.63%) Maven
2 2 (2.82%) Talend Open Studio
3 1 (1.41%) Git (software)
3 1 (1.41%) Grunt
3 1 (1.41%) gulp
3 1 (1.41%) Subversion
General
1 15 (21.13%) Finance
2 6 (8.45%) Telecoms
3 4 (5.63%) Games
3 4 (5.63%) Marketing
4 3 (4.23%) Electronics
5 1 (1.41%) Multimedia
5 1 (1.41%) Publishing
Job Titles
1 28 (39.44%) Developer
2 19 (26.76%) Java Developer
3 13 (18.31%) Machine Learning Engineer
4 11 (15.49%) Software Engineer
5 9 (12.68%) Administrator
5 9 (12.68%) Network Administrator
6 8 (11.27%) Systems Administrator
7 7 (9.86%) Software Developer
8 6 (8.45%) Data Scientist
8 6 (8.45%) Java Engineer
8 6 (8.45%) Network Security Administrator
8 6 (8.45%) Research Engineer
8 6 (8.45%) Security Administrator
9 5 (7.04%) Audio Engineer
10 4 (5.63%) Java Software Engineer
10 4 (5.63%) Junior
10 4 (5.63%) Junior Network Administrator
11 3 (4.23%) Java Scala Developer
11 3 (4.23%) Network Engineer
11 3 (4.23%) Scala Developer
Libraries, Frameworks & Software Standards
1 5 (7.04%) JMS
2 4 (5.63%) .NET
2 4 (5.63%) ASP.NET
2 4 (5.63%) Guava
3 3 (4.23%) MLlib
3 3 (4.23%) Natural Language Processing
4 2 (2.82%) AngularJS
4 2 (2.82%) CSS
4 2 (2.82%) DirectX
4 2 (2.82%) Ember.js
4 2 (2.82%) HTML
4 2 (2.82%) OpenCL
4 2 (2.82%) OpenGL
4 2 (2.82%) OpenGL ES
4 2 (2.82%) React
4 2 (2.82%) Spring
5 1 (1.41%) Backbone.js
5 1 (1.41%) LESS
5 1 (1.41%) OpenCV
5 1 (1.41%) Sass
Miscellaneous
1 28 (39.44%) Algorithms
2 25 (35.21%) Computer Science
3 20 (28.17%) Mathematics
4 17 (23.94%) Physics
5 9 (12.68%) Analytical Skills
5 9 (12.68%) CUDA
5 9 (12.68%) Fintech
5 9 (12.68%) Neural Network
6 6 (8.45%) Digital Media
7 3 (4.23%) Data Centre
8 2 (2.82%) Statistics
9 1 (1.41%) Data Structures
9 1 (1.41%) Economics
Operating Systems
1 10 (14.08%) Linux
2 2 (2.82%) Unix
3 1 (1.41%) Ubuntu
3 1 (1.41%) Windows
3 1 (1.41%) Windows Server
Processes & Methodologies
1 18 (25.35%) Agile Software Development
1 18 (25.35%) Analytics
2 15 (21.13%) Data Analytics
3 13 (18.31%) Signal Processing
4 12 (16.90%) Cybersecurity
5 11 (15.49%) Software Engineering
6 10 (14.08%) Speech Recognition
7 8 (11.27%) Network Design
8 7 (9.86%) Mentoring
8 7 (9.86%) Project Planning
9 6 (8.45%) API Design
9 6 (8.45%) Benchmarking
9 6 (8.45%) Code Optimisation
9 6 (8.45%) Release Management
10 4 (5.63%) Anomaly Detection
10 4 (5.63%) Logistics
11 3 (4.23%) DevOps
11 3 (4.23%) Kalman Filter
11 3 (4.23%) Logistic Regression
11 3 (4.23%) Migration
Programming Languages
1 35 (49.30%) Java
2 30 (42.25%) C++
3 23 (32.39%) Python
4 14 (19.72%) C
5 6 (8.45%) Bash Shell
5 6 (8.45%) Scala
6 5 (7.04%) R
7 4 (5.63%) C#
8 3 (4.23%) JavaScript
8 3 (4.23%) SQL
9 2 (2.82%) MATLAB
10 1 (1.41%) Embedded C
10 1 (1.41%) ES6
Qualifications
1 27 (38.03%) Degree
2 8 (11.27%) PhD
3 1 (1.41%) BPSS Clearance
3 1 (1.41%) Security Cleared
System Software
1 8 (11.27%) Active Directory
2 1 (1.41%) Firmware
Vendors
1 6 (8.45%) Lattice Semiconductor
2 2 (2.82%) hybris
2 2 (2.82%) Talend
3 1 (1.41%) IBM
3 1 (1.41%) Oracle
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Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 3 days ago
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Salary: From £30,000 to £55,000 per annum Pension, Flexi, Career Progress, Sto
Posted: 2 days ago
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Salary: £45000 - £55000 per annum + bens - pens, health + more
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Salary: £60000.00 - £80000.00 per annum + benefits
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