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 27 June 2017 with a comparison to the same period in the previous 2 years.

Machine Learning
England / East of England
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 79 207 261
Rank change year-on-year +128 +54  
Permanent jobs citing Machine Learning 228 46 21
As % of all permanent IT jobs advertised in the East of England 3.68% 0.67% 0.26%
As % of the Processes & Methodologies category 4.18% 0.77% 0.30%
Number of salaries quoted 165 38 20
Median salary £48,750 £47,500 £52,500
Median salary % change year-on-year +2.63% -9.52%  
90% offered a salary of more than £27,500 £27,500 £37,250
10% offered a salary of more than £78,750 £70,000 £63,000
UK excluding London median salary £50,000 £50,000 £50,000

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 5457 6001 6987
As % of all permanent IT job vacancies advertised in the East of England 88.00% 87.67% 86.45%
Number of salaries quoted 4413 5042 5722
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 £31,500 £30,000
10% offered a salary of more than £70,000 £65,000 £70,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 27 June 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 27 June 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 +67 183 £60,000 +33.33% 26
Hertfordshire +3 22 £32,500 -45.83% 1
Bedfordshire - 12 £42,500 - 3
Essex - 7 £55,000 -
Norfolk -4 2 £48,750 +39.28% 2
Suffolk - 2 £52,500 -
Machine Learning
England

For the 6 months to 27 June 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.

1 267 (71.97%) Python
2 200 (53.91%) Mathematics
3 194 (52.29%) Java
4 184 (49.60%) PhD
5 181 (48.79%) C++
6 153 (41.24%) Algorithms
7 141 (38.01%) C#
8 140 (37.74%) Artificial Intelligence
9 136 (36.66%) Physics
10 126 (33.96%) Software Engineering
11 115 (31.00%) Computer Science
12 93 (25.07%) Degree
13 84 (22.64%) MATLAB
14 74 (19.95%) Linux
15 72 (19.41%) Statistics
16 68 (18.33%) R
17 58 (15.63%) C
18 53 (14.29%) .NET
19 52 (14.02%) SQL
20 48 (12.94%) Deep Learning
20 48 (12.94%) Apache Spark
21 46 (12.40%) Neural Network
22 44 (11.86%) Scala
22 44 (11.86%) Bayesian Methods
22 44 (11.86%) Smart City
22 44 (11.86%) Smart City Simulations
23 42 (11.32%) DevOps
23 42 (11.32%) Hadoop
24 41 (11.05%) Analytics
25 39 (10.51%) Computer Science Degree

Machine Learning
Co-occurring 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 48 (12.94%) Apache Spark
2 19 (5.12%) SAS
3 11 (2.96%) Elasticsearch
4 7 (1.89%) Apache Solr
5 6 (1.62%) DNN
6 3 (0.81%) Jupyter
7 2 (0.54%) OpenStack
8 1 (0.27%) Tomcat
Applications
1 3 (0.81%) Microsoft Excel
Cloud Services
1 30 (8.09%) Amazon AWS
2 13 (3.50%) Cloud Computing
3 12 (3.23%) Microsoft Azure
4 7 (1.89%) Amazon EMR
5 6 (1.62%) Amazon Kinesis
6 4 (1.08%) Azure Machine Learning
7 2 (0.54%) Amazon S3
8 1 (0.27%) Amazon EC2
Communications & Networking
1 11 (2.96%) TCP/IP
2 2 (0.54%) 802.11
2 2 (0.54%) Internet
2 2 (0.54%) SMS
2 2 (0.54%) Wi-Fi
2 2 (0.54%) Wireless
3 1 (0.27%) DHCP
3 1 (0.27%) DNS
3 1 (0.27%) Network Security
Database & Business Intelligence
1 42 (11.32%) Hadoop
2 38 (10.24%) Big Data
3 12 (3.23%) Apache Hive
3 12 (3.23%) NoSQL
4 11 (2.96%) Apache Cassandra
4 11 (2.96%) Impala
4 11 (2.96%) Relational Database
5 8 (2.16%) SQL Server
6 6 (1.62%) Amazon Redshift
7 5 (1.35%) Data Mining
7 5 (1.35%) Neo4j
7 5 (1.35%) RDBMS
7 5 (1.35%) Redis
7 5 (1.35%) Text Mining
8 4 (1.08%) MySQL
9 3 (0.81%) Oracle BI EE
10 2 (0.54%) BusinessObjects
10 2 (0.54%) MongoDB
10 2 (0.54%) PostgreSQL
10 2 (0.54%) Spotfire
Development Applications
1 18 (4.85%) Git (software)
2 12 (3.23%) Cucumber
2 12 (3.23%) JIRA
2 12 (3.23%) Selenium
3 11 (2.96%) LabVIEW
4 8 (2.16%) Team Foundation Server
5 5 (1.35%) JUnit
6 2 (0.54%) Clang
6 2 (0.54%) GCC
6 2 (0.54%) Oracle APEX
7 1 (0.27%) Maven
General
1 15 (4.04%) Telecoms
2 14 (3.77%) Games
3 8 (2.16%) Pharmaceutical
4 7 (1.89%) Finance
4 7 (1.89%) Retail
5 5 (1.35%) Banking
5 5 (1.35%) Electronics
6 4 (1.08%) Marketing
7 3 (0.81%) French Language
7 3 (0.81%) Italian Language
7 3 (0.81%) Spanish Language
8 1 (0.27%) Financial Institution
8 1 (0.27%) Law
8 1 (0.27%) Legal
8 1 (0.27%) Manufacturing
8 1 (0.27%) Publishing
Job Titles
1 109 (29.38%) Developer
2 77 (20.75%) Software Developer
3 68 (18.33%) Graduate
4 58 (15.63%) Software Engineer
5 46 (12.40%) Data Scientist
6 38 (10.24%) C++ Developer
7 35 (9.43%) C++ Software Developer
8 28 (7.55%) C++ Software Engineer
9 26 (7.01%) Machine Learning Engineer
10 23 (6.20%) Analyst
10 23 (6.20%) Java Engineer
10 23 (6.20%) Machine Learning Researcher
10 23 (6.20%) Mathematical Developer
11 22 (5.93%) Computer Engineer
11 22 (5.93%) Research Engineer
12 21 (5.66%) DevOps Engineer
12 21 (5.66%) Java Developer
13 20 (5.39%) Graduate Analyst
14 19 (5.12%) Graduate Developer
14 19 (5.12%) Graduate Software Developer
Libraries, Frameworks & Software Standards
1 53 (14.29%) .NET
2 33 (8.89%) ASP.NET
3 23 (6.20%) AngularJS
4 22 (5.93%) RESTful
5 19 (5.12%) Web Services
6 14 (3.77%) Natural Language Processing
6 14 (3.77%) TensorFlow
7 10 (2.70%) HTML
8 9 (2.43%) CSS
8 9 (2.43%) Theano
8 9 (2.43%) Unity (Game Engine)
9 8 (2.16%) .NET Framework
9 8 (2.16%) ASP.NET MVC
9 8 (2.16%) ASP.NET Web API
9 8 (2.16%) Entity Framework
9 8 (2.16%) NHibernate
9 8 (2.16%) Node.js
9 8 (2.16%) Twitter Bootstrap
10 7 (1.89%) Akka
11 6 (1.62%) REST
Miscellaneous
1 153 (41.24%) Algorithms
2 115 (31.00%) Computer Science
3 44 (11.86%) Smart City
4 32 (8.63%) Analytical Skills
5 26 (7.01%) Augmented Reality
5 26 (7.01%) Greenfield Project
6 17 (4.58%) Foreign Exchange (FX)
7 8 (2.16%) Life Science
8 5 (1.35%) Smart Energy
9 4 (1.08%) 3D Graphics
9 4 (1.08%) Cyberthreat
9 4 (1.08%) Data Structures
9 4 (1.08%) Social Media
10 2 (0.54%) Internet of Things
10 2 (0.54%) Robotics
11 1 (0.27%) e-Health
11 1 (0.27%) Embedded Systems
11 1 (0.27%) Linux Command Line
11 1 (0.27%) Private Cloud
11 1 (0.27%) Semantic Web
Operating Systems
1 74 (19.95%) Linux
2 26 (7.01%) Windows
3 17 (4.58%) Unix
4 4 (1.08%) CentOS
4 4 (1.08%) Mac OS
4 4 (1.08%) Red Hat Enterprise Linux
5 2 (0.54%) Android
Processes & Methodologies
1 200 (53.91%) Mathematics
2 140 (37.74%) Artificial Intelligence
3 136 (36.66%) Physics
4 126 (33.96%) Software Engineering
5 72 (19.41%) Statistics
6 48 (12.94%) Deep Learning
7 46 (12.40%) Neural Network
8 44 (11.86%) Bayesian Methods
8 44 (11.86%) Smart City Simulations
9 42 (11.32%) DevOps
10 41 (11.05%) Analytics
11 37 (9.97%) Agile Software Development
11 37 (9.97%) Multithreading
11 37 (9.97%) Reinforcement Learning
12 36 (9.70%) Signal Processing
13 33 (8.89%) Distributed Algorithms
14 24 (6.47%) Computer Vision
15 23 (6.20%) Economics
16 21 (5.66%) Statistical Modelling
17 20 (5.39%) Continuous Integration
Programming Languages
1 267 (71.97%) Python
2 194 (52.29%) Java
3 181 (48.79%) C++
4 141 (38.01%) C#
5 84 (22.64%) MATLAB
6 68 (18.33%) R
7 58 (15.63%) C
8 52 (14.02%) SQL
9 44 (11.86%) Scala
10 23 (6.20%) JavaScript
10 23 (6.20%) Julia
11 17 (4.58%) Perl
12 14 (3.77%) Ruby
13 8 (2.16%) PHP
14 7 (1.89%) Bash Shell
15 4 (1.08%) Fortran
16 3 (0.81%) VBA
17 2 (0.54%) Assembly Language
17 2 (0.54%) Embedded C
17 2 (0.54%) PL/SQL
Qualifications
1 184 (49.60%) PhD
2 93 (25.07%) Degree
3 39 (10.51%) Computer Science Degree
4 25 (6.74%) Numerate Degree
5 16 (4.31%) Security Cleared
6 1 (0.27%) CISSP
6 1 (0.27%) GSEC
Quality Assurance & Compliance
1 11 (2.96%) Data Quality
2 8 (2.16%) QA
System Software
1 20 (5.39%) Docker
2 6 (1.62%) Apache Flume
3 4 (1.08%) Hyper-V
4 3 (0.81%) VMware Infrastructure
5 1 (0.27%) KVM
5 1 (0.27%) LXC
5 1 (0.27%) Slurm Workload Manager
5 1 (0.27%) Xen
Systems Management
1 13 (3.50%) Opscode Chef
2 8 (2.16%) Ansible
2 8 (2.16%) Kubernetes
3 4 (1.08%) Grafana
3 4 (1.08%) Munin
3 4 (1.08%) Puppet
3 4 (1.08%) Salt
3 4 (1.08%) ZABBIX
4 1 (0.27%) Hadoop YARN
4 1 (0.27%) Kibana
4 1 (0.27%) Mesos
Vendors
1 12 (3.23%) Tableau
2 9 (2.43%) Oracle
3 5 (1.35%) Cloudera
4 4 (1.08%) VMware
5 1 (0.27%) Cisco
5 1 (0.27%) Lattice Semiconductor
5 1 (0.27%) Pegasus
Cambridge, Cambridgeshire
Empiric
Salary: Completely negotiable and excellent with comprehensive benefits
Posted: 6 hours ago
Cambridge, Cambridgeshire
Amazing Prospects Ltd
Salary: £25k - 50k per year + The Very Best+ Top Prospects!!
Posted: 8 hours ago
Cambridge, Cambridgeshire
Empiric
Salary: From £25,000 to £35,000 per annum
Posted: 5 hours ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 1 hour ago
Cambridge, Cambridgeshire
Empiric
Salary: From £33,000 to £45,000 per annum benefits
Posted: 3 hours ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 50k-70k + benefits + stock options
Posted: 6 hours ago
Norwich, Norfolk
I4 Recruitment
Salary: £30k - 40k per year + package
Posted: Yesterday
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £45000 - £55000 per annum + shares + bens
Posted: Yesterday
Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent plus benefits incl. stock
Posted: 23 hours ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £90000 per annum + bens
Posted: Yesterday
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £60000 - £100000 per annum + bens
Posted: Yesterday
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £65000 - £80000 per annum + equity and bens
Posted: Yesterday
Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent plus benefits incl. stock options
Posted: Yesterday
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £65000 - £75000 per annum + equity and bens
Posted: Yesterday
Potters Bar, Hertfordshire
Understanding Recruitment
Salary: £65000 - £75000 per annum + be - shares, pens, health+
Posted: Yesterday
Cambridge, Cambridgeshire
Martin & Conley
Salary: COMPETITIVE SALARY + EXCELLENT BENEFITS
Posted: 21 hours ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £DoE + share options
Posted: Yesterday
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 45-55k + Share Scheme + 25 days holiday + Flexi time + work from home
Posted: 4 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k (DoE) + top benefits & bonus
Posted: 5 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE plus stock options
Posted: 5 days ago
Cambridge, Cambridgeshire
Java Source
Salary: £55k-£70k DOE + Pension, Healthcare, Stock Options, Bonus
Posted: 4 days ago
Cambridge, Cambridgeshire
Amazing Prospects Ltd
Salary: £30k - 50k per year + +Awesome Benefits+Prospects!
Posted: 6 days ago
Cambridge, Cambridgeshire
We Are Aspire Ltd
Salary: £75000.00 - £85000.00 per annum
Posted: 5 days ago
Cambridge
ECM Selection
Salary: to £60k DoE + benefits
Posted: 8 days ago
Cambridge
OHO Group Ltd.
Salary: £25000 - £30000 per annum
Posted: 15 days ago
Luton
TUI Group Careers
Salary: Competitive
Posted: 21 days ago
Cambridge, Cambridgeshire
Reed Technology
Salary: £40000 - £60000 per annum + SHARE OPTIONS
Posted: 6 days ago
Luton
TUI Group Careers
Salary: Competitive
Posted: 21 days ago
Luton
TUI Group Careers
Salary: Competitive
Posted: 20 days ago