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 22 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Jan 2017
Same period 2016 Same period 2015
Machine Learning
England / East of England
Rank 170 239 254
Rank change year-on-year
+69 +15
Permanent jobs citing Machine Learning 69 18 14
As % of all permanent IT jobs located in the East of England 1.19% 0.26% 0.19%
As % of the Processes & Methodologies category 1.36% 0.31% 0.23%
Number of salaries quoted 48 16 14
Median salary £52,500 £47,500 £40,000
Median salary % change year-on-year
+10.52% +18.75%
90% offered a salary of more than £27,500 £38,250 £25,000
10% offered a salary of more than £75,000 £77,500 £61,750
UK excluding London median salary £50,000 £55,000 £42,500
% change year-on-year
-9.09% +29.41%

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
5070 5898 6107
As % of all permanent IT jobs located in the East of England 87.26% 85.74% 84.75%
Number of salaries quoted 4190 4834 4867
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year
- +5.55%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £70,000 £70,000 £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 22 January 2017.

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 22 January 2017. 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 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 +50 61 £53,750 +13.15% 18
Hertfordshire +13 6 £56,250 +5.63% 1
Norfolk -12 1 £45,850 +31.00% 2
Essex - 1 £44,296 - 2
Machine Learning
England

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

For the 6 months to 22 January 2017, 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 81 (65.32%) Python
2 79 (63.71%) C++
3 78 (62.90%) Java
4 66 (53.23%) Algorithms
5 65 (52.42%) Mathematics
6 58 (46.77%) C#
7 56 (45.16%) Computer Science
8 51 (41.13%) Degree
8 51 (41.13%) PhD
9 47 (37.90%) C
9 47 (37.90%) Physics
10 37 (29.84%) Software Engineering
11 34 (27.42%) Artificial Intelligence
12 23 (18.55%) .NET
12 23 (18.55%) ASP.NET
12 23 (18.55%) Deep Learning
13 22 (17.74%) Agile Software Development
13 22 (17.74%) Multithreading
14 21 (16.94%) Distributed Algorithms
15 20 (16.13%) Augmented Reality
16 18 (14.52%) MATLAB
17 14 (11.29%) Analytics
18 13 (10.48%) Mentoring
18 13 (10.48%) Coaching
18 13 (10.48%) JavaScript
19 12 (9.68%) SQL
19 12 (9.68%) Scala
19 12 (9.68%) Apache Cassandra
19 12 (9.68%) R
20 11 (8.87%) AngularJS

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 10 (8.06%) Apache Spark
2 5 (4.03%) Tomcat
3 3 (2.42%) OpenStack
4 2 (1.61%) Apache Pig
4 2 (1.61%) Elasticsearch
4 2 (1.61%) SAS
Applications
1 1 (0.81%) MS Excel
Business Applications
1 1 (0.81%) Oracle BPM
Cloud Services
1 4 (3.23%) Amazon AWS
2 2 (1.61%) Google Cloud Platform
2 2 (1.61%) Microsoft Azure
3 1 (0.81%) SaaS
Communications & Networking
1 3 (2.42%) TCP/IP
2 2 (1.61%) Internet
Database & Business Intelligence
1 12 (9.68%) Apache Cassandra
2 11 (8.87%) NoSQL
3 10 (8.06%) Big Data
4 8 (6.45%) Data Mining
5 6 (4.84%) BusinessObjects
5 6 (4.84%) Hadoop
5 6 (4.84%) Lumira
5 6 (4.84%) Oracle BI EE
5 6 (4.84%) Spotfire
6 5 (4.03%) Apache Hive
6 5 (4.03%) Relational Database
7 3 (2.42%) MongoDB
7 3 (2.42%) PostgreSQL
8 2 (1.61%) Presto
9 1 (0.81%) CouchDB
9 1 (0.81%) Data Warehouse
9 1 (0.81%) MariaDB
9 1 (0.81%) MySQL
9 1 (0.81%) Neo4j
9 1 (0.81%) SAP BW
Development Applications
1 5 (4.03%) Oracle APEX
1 5 (4.03%) Selenium
2 3 (2.42%) Talend Open Studio
3 2 (1.61%) JIRA
3 2 (1.61%) JMeter
3 2 (1.61%) JUnit
3 2 (1.61%) LoadRunner
3 2 (1.61%) NUnit
3 2 (1.61%) YouTrack
4 1 (0.81%) Clang
4 1 (0.81%) GCC
General
1 7 (5.65%) Telecoms
2 5 (4.03%) Pharmaceutical
3 3 (2.42%) Finance
3 3 (2.42%) Games
4 2 (1.61%) Marketing
5 1 (0.81%) Manufacturing
5 1 (0.81%) Military
Job Titles
1 47 (37.90%) Developer
2 36 (29.03%) Software Developer
3 28 (22.58%) Software Engineer
4 14 (11.29%) C++ Software Engineer
5 13 (10.48%) Java Engineer
6 11 (8.87%) Java Developer
6 11 (8.87%) Machine Learning Engineer
7 9 (7.26%) C++ Developer
7 9 (7.26%) Computer Engineer
7 9 (7.26%) Data Scientist
7 9 (7.26%) Graduate
7 9 (7.26%) Java Software Engineer
8 8 (6.45%) C++ Software Developer
8 8 (6.45%) Developer/Software Engineer
9 7 (5.65%) Development Team Leader
9 7 (5.65%) Java Development Team Leader
9 7 (5.65%) Java Team Leader
9 7 (5.65%) Team Leader
10 6 (4.84%) Research Engineer
10 6 (4.84%) Windows Engineer
Libraries, Frameworks & Software Standards
1 23 (18.55%) .NET
1 23 (18.55%) ASP.NET
2 11 (8.87%) AngularJS
3 9 (7.26%) Akka
3 9 (7.26%) RESTful
4 8 (6.45%) XML
5 7 (5.65%) Web Services
6 5 (4.03%) HTML
6 5 (4.03%) Spring
7 4 (3.23%) CSS
7 4 (3.23%) Node.js
8 3 (2.42%) Natural Language Processing
9 2 (1.61%) Hibernate
9 2 (1.61%) HTML5
9 2 (1.61%) MLlib
10 1 (0.81%) CSS3
10 1 (0.81%) Direct3D
10 1 (0.81%) LLVM
10 1 (0.81%) OpenGL
10 1 (0.81%) POSIX
Miscellaneous
1 66 (53.23%) Algorithms
2 65 (52.42%) Mathematics
3 56 (45.16%) Computer Science
4 47 (37.90%) Physics
5 34 (27.42%) Artificial Intelligence
6 20 (16.13%) Augmented Reality
7 10 (8.06%) Analytical Skills
8 8 (6.45%) Statistics
9 7 (5.65%) Digital Media
9 7 (5.65%) Neural Network
10 6 (4.84%) Field-Programmable Gate Array
11 5 (4.03%) User Experience
12 3 (2.42%) Device Driver
13 2 (1.61%) Internet of Things
13 2 (1.61%) Visualisation
14 1 (0.81%) Clustering
14 1 (0.81%) e-Health
14 1 (0.81%) Grid Computing
14 1 (0.81%) Informatics
14 1 (0.81%) Private Cloud
Operating Systems
1 11 (8.87%) Linux
1 11 (8.87%) Windows
2 5 (4.03%) Unix
3 1 (0.81%) Android
Processes & Methodologies
1 37 (29.84%) Software Engineering
2 23 (18.55%) Deep Learning
3 22 (17.74%) Agile Software Development
3 22 (17.74%) Multithreading
4 21 (16.94%) Distributed Algorithms
5 14 (11.29%) Analytics
6 13 (10.48%) Coaching
6 13 (10.48%) Mentoring
7 9 (7.26%) ETL
7 9 (7.26%) Microservices
8 8 (6.45%) Computer Vision
8 8 (6.45%) Image Processing
9 7 (5.65%) High Availability
10 6 (4.84%) Business Intelligence
10 6 (4.84%) Data Modelling
10 6 (4.84%) FPGA Design
10 6 (4.84%) Prototyping
10 6 (4.84%) SDLC
10 6 (4.84%) Signal Processing
10 6 (4.84%) Video Processing
Programming Languages
1 81 (65.32%) Python
2 79 (63.71%) C++
3 78 (62.90%) Java
4 58 (46.77%) C#
5 47 (37.90%) C
6 18 (14.52%) MATLAB
7 13 (10.48%) JavaScript
8 12 (9.68%) R
8 12 (9.68%) Scala
8 12 (9.68%) SQL
9 7 (5.65%) Perl
10 6 (4.84%) Tcl
10 6 (4.84%) VBA
11 5 (4.03%) PL/SQL
12 3 (2.42%) Ruby
12 3 (2.42%) TypeScript
13 2 (1.61%) Bash Shell
13 2 (1.61%) Clojure
13 2 (1.61%) PowerShell
14 1 (0.81%) Go
Qualifications
1 51 (41.13%) Degree
1 51 (41.13%) PhD
2 1 (0.81%) CISSP
2 1 (0.81%) GSEC
Quality Assurance & Compliance
1 9 (7.26%) QA
System Software
1 1 (0.81%) Docker
1 1 (0.81%) KVM
1 1 (0.81%) LXC
1 1 (0.81%) Slurm Workload Manager
1 1 (0.81%) Xen
Systems Management
1 1 (0.81%) Mesos
Vendors
1 6 (4.84%) Oracle
2 3 (2.42%) hybris
2 3 (2.42%) Talend
3 2 (1.61%) Google
3 2 (1.61%) SAP
4 1 (0.81%) Cognos
4 1 (0.81%) Hyperion
4 1 (0.81%) Pegasus
4 1 (0.81%) Tableau
4 1 (0.81%) Vertica
Downham Market, Norfolk
Big Wednesday Digital Ltd
Salary: £60532.69 - £161420.50 per annum + Negotiable
Posted: 2 days ago
Norwich, Norfolk
HAYS INFORMATION TECHNOLOGY
Salary: £67400.00 per annum
Posted: 6 days ago
Cambridge, Cambridgeshire
Hanover IT Recruitment
Salary: plus bonus and benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £Top plus full benefits package
Posted: 5 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £80000 per annum + bens
Posted: 6 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: From £33,000 to £45,000 per annum benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Tec Partners
Salary: £30000.00 - £55000.00 per annum
Posted: 3 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £55k DoE + excellent bens
Posted: 6 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £40000 - £65000 per annum + Great Benefits Package
Posted: 4 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £80000 per annum + bens
Posted: 6 days ago
Cambridge
ECM Selection
Salary: £Excellent + top benefits package
Posted: 9 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £25000 - £55000 per annum + Excellent Base+Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £35000 - £40000 per annum + stock options.
Posted: 6 days ago
Kings Langley, Hertfordshire
Technical Futures
Salary: Excellent Package
Posted: 5 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE + options
Posted: 12 days ago
Cambridge
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: 17 days ago
Saffron Walden, Essex
The Wellcome Trust Sanger Institute
Posted: 16 days ago
Cambridge
The Wellcome Trust Sanger Institute
Salary: £38989 - £49602 per annum + excellent benefits
Posted: 16 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE + options
Posted: 16 days ago
Colchester
Computer Futures
Salary: £45000 - £55000 per annum + competitive
Posted: 19 days ago