The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for Machine Learning skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Machine Learning over the 3 months to 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Machine Learning
England / East of England
Rank 116 228 255
Rank change year-on-year +112 +27  
Permanent jobs citing Machine Learning 140 41 18
As % of all permanent IT jobs advertised in the East of England 2.32% 0.56% 0.24%
As % of the Processes & Methodologies category 2.66% 0.63% 0.29%
Number of salaries quoted 99 32 16
Median salary £60,000 £48,750 £52,500
Median salary % change year-on-year +23.07% -7.14%  
UK excluding London median salary £52,500 £53,250 £48,750
% change year-on-year -1.40% +9.23%  

Machine Learning is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the East of England with a requirement for process and methodology skills.

Process & Methodology Skills
East of England
Permanent job vacancies with a requirement for process and methodology skills 5261 6469 6314
As % of all permanent IT job vacancies advertised in the East of England 87.20% 87.89% 84.51%
Number of salaries quoted 4173 5109 5031
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 £30,500 £30,000
10% offered a salary of more than £70,000 £67,500 £70,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Machine Learning
Job Vacancy Trend in the East of England

The job posting trend of jobs advertised in the East of England citing Machine Learning as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Machine Learning 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 in the East of England.

Salary trend for Machine Learning in the East of England

Machine Learning
Salary Histogram in the East of England

The salary distribution of IT jobs citing Machine Learning in the East of England over the 3 months to 26 March 2017.

Salary histogram for Machine Learning 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 26 March 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 +76 97 £57,500 +21.05% 27
Hertfordshire +19 20 £60,000 +20.00% 4
Bedfordshire - 12 £100,000 -
Norfolk -4 8 £56,750 +62.14%
Essex - 3 £47,500 -
Machine Learning
England

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

For the 6 months to 26 March 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.

1 126 (64.62%) Python
2 109 (55.90%) C++
3 101 (51.79%) Java
4 97 (49.74%) PhD
5 94 (48.21%) Mathematics
6 87 (44.62%) Algorithms
7 80 (41.03%) C#
8 66 (33.85%) Degree
9 62 (31.79%) Software Engineering
10 59 (30.26%) Computer Science
11 55 (28.21%) Physics
12 48 (24.62%) Artificial Intelligence
13 46 (23.59%) C
14 33 (16.92%) Deep Learning
15 32 (16.41%) Analytics
16 31 (15.90%) .NET
17 30 (15.38%) MATLAB
17 30 (15.38%) R
18 29 (14.87%) Neural Network
19 28 (14.36%) Augmented Reality
19 28 (14.36%) Computer Vision
20 27 (13.85%) Linux
21 26 (13.33%) SQL
21 26 (13.33%) Statistics
22 25 (12.82%) Multithreading
22 25 (12.82%) Reinforcement Learning
23 24 (12.31%) ASP.NET
24 23 (11.79%) Scala
25 22 (11.28%) Distributed Algorithms
26 21 (10.77%) Big Data

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 19 (9.74%) Apache Spark
2 14 (7.18%) SAS
3 8 (4.10%) Elasticsearch
4 5 (2.56%) DNN
5 4 (2.05%) Tomcat
6 3 (1.54%) Apache Solr
6 3 (1.54%) OpenStack
7 2 (1.03%) Apache Pig
7 2 (1.03%) Jupyter
Applications
1 2 (1.03%) MS Excel
Business Applications
1 1 (0.51%) Oracle BPM
Cloud Services
1 7 (3.59%) Amazon AWS
1 7 (3.59%) Microsoft Azure
2 3 (1.54%) Azure Machine Learning
2 3 (1.54%) Cloud Computing
3 2 (1.03%) Google Cloud Platform
4 1 (0.51%) Amazon S3
4 1 (0.51%) SaaS
Communications & Networking
1 3 (1.54%) Internet
1 3 (1.54%) TCP/IP
Database & Business Intelligence
1 21 (10.77%) Big Data
2 20 (10.26%) Hadoop
3 10 (5.13%) Apache Cassandra
4 9 (4.62%) Data Mining
5 7 (3.59%) NoSQL
6 6 (3.08%) BusinessObjects
6 6 (3.08%) Lumira
6 6 (3.08%) Oracle BI EE
6 6 (3.08%) Spotfire
7 5 (2.56%) Apache Hive
8 4 (2.05%) MongoDB
8 4 (2.05%) Neo4j
9 3 (1.54%) MySQL
9 3 (1.54%) PostgreSQL
9 3 (1.54%) Relational Database
9 3 (1.54%) Text Mining
10 2 (1.03%) Presto
10 2 (1.03%) SQL Server
11 1 (0.51%) CouchDB
11 1 (0.51%) MariaDB
Development Applications
1 7 (3.59%) Git (software)
2 5 (2.56%) Oracle APEX
3 3 (1.54%) Selenium
3 3 (1.54%) Talend Open Studio
4 2 (1.03%) Clang
4 2 (1.03%) GCC
4 2 (1.03%) Team Foundation Server
General
1 12 (6.15%) Games
2 8 (4.10%) Pharmaceutical
3 7 (3.59%) Telecoms
4 5 (2.56%) Banking
4 5 (2.56%) Marketing
5 4 (2.05%) Finance
6 3 (1.54%) French Language
6 3 (1.54%) Italian Language
6 3 (1.54%) Spanish Language
7 2 (1.03%) Electronics
8 1 (0.51%) Manufacturing
8 1 (0.51%) Military
8 1 (0.51%) Publishing
Job Titles
1 53 (27.18%) Developer
2 43 (22.05%) Software Engineer
3 40 (20.51%) Software Developer
4 25 (12.82%) Graduate
5 22 (11.28%) Data Scientist
6 21 (10.77%) Machine Learning Engineer
7 20 (10.26%) Computer Engineer
7 20 (10.26%) Mathematical Developer
8 19 (9.74%) C++ Software Engineer
9 14 (7.18%) Java Engineer
10 12 (6.15%) Java Developer
11 11 (5.64%) Java Software Engineer
11 11 (5.64%) Research Engineer
12 10 (5.13%) C++ Developer
12 10 (5.13%) C++ Software Developer
12 10 (5.13%) Consultant
13 8 (4.10%) Computer Vision Engineer
13 8 (4.10%) Developer/Software Engineer
13 8 (4.10%) Python Software Engineer
14 7 (3.59%) Analytics Consultant
Libraries, Frameworks & Software Standards
1 31 (15.90%) .NET
2 24 (12.31%) ASP.NET
3 12 (6.15%) AngularJS
4 11 (5.64%) RESTful
5 9 (4.62%) Unity (Game Engine)
6 8 (4.10%) Theano
6 8 (4.10%) XML
7 7 (3.59%) Web Services
8 6 (3.08%) OpenCV
8 6 (3.08%) Spring
9 5 (2.56%) Akka
9 5 (2.56%) React
10 4 (2.05%) HTML
10 4 (2.05%) Natural Language Processing
11 3 (1.54%) CSS
11 3 (1.54%) D3.js
11 3 (1.54%) Flask
11 3 (1.54%) Lucene
11 3 (1.54%) Node.js
11 3 (1.54%) Unreal Engine
Miscellaneous
1 87 (44.62%) Algorithms
2 59 (30.26%) Computer Science
3 28 (14.36%) Augmented Reality
4 20 (10.26%) Analytical Skills
5 6 (3.08%) Field-Programmable Gate Array
5 6 (3.08%) Foreign Exchange (FX)
6 4 (2.05%) 3D Graphics
6 4 (2.05%) Digital Media
6 4 (2.05%) Social Media
7 3 (1.54%) Device Driver
7 3 (1.54%) Internet of Things
8 2 (1.03%) Life Science
8 2 (1.03%) User Experience
9 1 (0.51%) Client/Server
9 1 (0.51%) Data Structures
9 1 (0.51%) e-Health
9 1 (0.51%) Embedded Systems
9 1 (0.51%) Grid Computing
9 1 (0.51%) Online Games
9 1 (0.51%) Semantic Web
Operating Systems
1 27 (13.85%) Linux
2 15 (7.69%) Windows
3 7 (3.59%) Unix
4 2 (1.03%) Android
Processes & Methodologies
1 94 (48.21%) Mathematics
2 62 (31.79%) Software Engineering
3 55 (28.21%) Physics
4 48 (24.62%) Artificial Intelligence
5 33 (16.92%) Deep Learning
6 32 (16.41%) Analytics
7 29 (14.87%) Neural Network
8 28 (14.36%) Computer Vision
9 26 (13.33%) Statistics
10 25 (12.82%) Multithreading
10 25 (12.82%) Reinforcement Learning
11 22 (11.28%) Distributed Algorithms
12 20 (10.26%) Agile Software Development
13 14 (7.18%) Image Processing
13 14 (7.18%) Signal Processing
14 11 (5.64%) Mentoring
15 10 (5.13%) Bayesian Methods
15 10 (5.13%) Coaching
15 10 (5.13%) DevOps
16 9 (4.62%) Statistical Modelling
Programming Languages
1 126 (64.62%) Python
2 109 (55.90%) C++
3 101 (51.79%) Java
4 80 (41.03%) C#
5 46 (23.59%) C
6 30 (15.38%) MATLAB
6 30 (15.38%) R
7 26 (13.33%) SQL
8 23 (11.79%) Scala
9 14 (7.18%) JavaScript
10 7 (3.59%) Perl
11 6 (3.08%) Tcl
11 6 (3.08%) VBA
12 5 (2.56%) PL/SQL
13 4 (2.05%) Fortran
14 3 (1.54%) Bash Shell
14 3 (1.54%) Ruby
15 2 (1.03%) Assembly Language
15 2 (1.03%) Clojure
15 2 (1.03%) Embedded C
Qualifications
1 97 (49.74%) PhD
2 66 (33.85%) Degree
3 2 (1.03%) Security Cleared
4 1 (0.51%) CISSP
4 1 (0.51%) GSEC
Quality Assurance & Compliance
1 8 (4.10%) QA
2 1 (0.51%) Data Quality
System Software
1 4 (2.05%) Docker
2 1 (0.51%) KVM
2 1 (0.51%) LXC
2 1 (0.51%) Slurm Workload Manager
2 1 (0.51%) Xen
Systems Management
1 1 (0.51%) Kibana
1 1 (0.51%) Mesos
Vendors
1 12 (6.15%) Oracle
2 3 (1.54%) hybris
2 3 (1.54%) Talend
3 2 (1.03%) Google
3 2 (1.03%) SAP
3 2 (1.03%) Tableau
4 1 (0.51%) Cognos
4 1 (0.51%) Hyperion
4 1 (0.51%) Pegasus
4 1 (0.51%) Vertica
Kings Langley, Hertfordshire
Understanding Recruitment
Salary: £25000 - £35000 per annum + Benifits
Posted: 5 hours ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £40,000 to £65,000 per annum Salary DOE + Benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
The One Group
Salary: Market related
Posted: 3 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE + options
Posted: 2 days ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £30,000 to £50,000 per annum Stock Options + More
Posted: 2 days ago
Hemel Hempstead, Hertfordshire
Churchill Frank
Salary: £75000 - £90000 per annum
Posted: 4 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: Completely negotiable and excellent with comprehensive benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £highly competitive + benefits
Posted: 6 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: From £25,000 to £35,000 per annum
Posted: 5 days ago
Cambridge, Cambridgeshire
Client Server
Salary: £85k to £100k + benefits
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: 5 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
The One Group
Salary: Market related
Posted: 6 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £50,000 to £70,000 per annum Pension + Stock + More
Posted: 2 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent package
Posted: 5 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Amazing Prospects Ltd
Salary: From £25,000 to £30,000 per annum Top Prospects, Benefits and Perks
Posted: 6 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £50k+ DoE
Posted: 12 days ago
Potters Bar, Hertfordshire
Understanding Recruitment
Salary: £60000 - £65000 per annum + bens
Posted: 6 days ago
Royston
Hays Specialist Recruitment Ltd
Salary: £60000.00 - £70000.00 per annum + bonus
Posted: 20 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k (DoE) + top benefits + bonus
Posted: 23 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £35k DoE + top benefits
Posted: 20 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent
Posted: 10 days ago
Cambridge
Client Server
Salary: £60k to £70k + bonus + benefits
Posted: 18 days ago
Cambridge
Client Server
Salary: £80000 - £100000 per annum + benefits
Posted: 27 days ago