The following table provides summary statistics for permanent job vacancies advertised in Cambridge 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
Cambridgeshire / Cambridge
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 19 83 103
Rank change year-on-year +64 +20  
Permanent jobs citing Machine Learning 182 25 12
As % of all permanent IT jobs advertised in Cambridge 13.12% 2.12% 0.85%
As % of the Processes & Methodologies category 14.91% 2.38% 0.97%
Number of salaries quoted 131 19 11
Median salary £60,000 £65,500 £50,000
Median salary % change year-on-year -8.39% +31.00%  
90% offered a salary of more than £27,500 £27,500 £35,000
10% offered a salary of more than £80,000 £71,000 £55,000
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 Cambridge with a requirement for process and methodology skills.

Process & Methodology Skills
Cambridge
Permanent job vacancies with a requirement for process and methodology skills 1221 1051 1231
As % of all permanent IT job vacancies advertised in Cambridge 88.03% 88.99% 86.69%
Number of salaries quoted 928 873 1039
Median salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.55%  
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £70,000 £55,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Machine Learning
Job Vacancy Trend in Cambridge

The job posting trend of jobs advertised in Cambridge 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 Cambridge

Machine Learning
Salary Trend in Cambridge

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Machine Learning in Cambridge.

Salary trend for Machine Learning in Cambridge

Machine Learning
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Machine Learning in Cambridge over the 3 months to 27 June 2017.

Salary histogram for Machine Learning in Cambridge

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 Cambridge region with a requirement for Machine Learning.

1 233 (83.21%) Python
2 179 (63.93%) Java
3 171 (61.07%) Mathematics
4 164 (58.57%) C++
5 155 (55.36%) PhD
6 134 (47.86%) Artificial Intelligence
7 129 (46.07%) C#
8 124 (44.29%) Physics
9 122 (43.57%) Software Engineering
10 121 (43.21%) Algorithms
11 94 (33.57%) Computer Science
12 75 (26.79%) Degree
13 72 (25.71%) Linux
14 64 (22.86%) MATLAB
15 56 (20.00%) C
16 54 (19.29%) Statistics
17 46 (16.43%) Deep Learning
18 44 (15.71%) Bayesian Methods
18 44 (15.71%) Smart City
18 44 (15.71%) Smart City Simulations
19 43 (15.36%) R
20 42 (15.00%) .NET
21 37 (13.21%) Computer Science Degree
22 36 (12.86%) Multithreading
23 35 (12.50%) Reinforcement Learning
24 34 (12.14%) Apache Spark
24 34 (12.14%) DevOps
25 33 (11.79%) Distributed Algorithms
26 32 (11.43%) Scala
27 30 (10.71%) SQL

Machine Learning
Co-occurring IT Skills in Cambridge 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 34 (12.14%) Apache Spark
2 9 (3.21%) Elasticsearch
3 6 (2.14%) Apache Solr
3 6 (2.14%) DNN
4 3 (1.07%) Jupyter
5 1 (0.36%) OpenStack
Applications
1 3 (1.07%) Microsoft Excel
Cloud Services
1 9 (3.21%) Amazon AWS
2 4 (1.43%) Cloud Computing
3 1 (0.36%) Amazon EC2
3 1 (0.36%) Amazon EMR
Communications & Networking
1 11 (3.93%) TCP/IP
2 2 (0.71%) SMS
3 1 (0.36%) DHCP
3 1 (0.36%) DNS
3 1 (0.36%) Internet
3 1 (0.36%) Network Security
Database & Business Intelligence
1 17 (6.07%) Hadoop
2 12 (4.29%) Big Data
3 9 (3.21%) Relational Database
4 5 (1.79%) NoSQL
4 5 (1.79%) RDBMS
4 5 (1.79%) Text Mining
5 4 (1.43%) Data Mining
5 4 (1.43%) Neo4j
6 3 (1.07%) Apache Cassandra
6 3 (1.07%) MySQL
6 3 (1.07%) Oracle BI EE
7 2 (0.71%) BusinessObjects
7 2 (0.71%) Lumira
7 2 (0.71%) Spotfire
8 1 (0.36%) Apache Hive
8 1 (0.36%) PostgreSQL
Development Applications
1 12 (4.29%) Cucumber
1 12 (4.29%) JIRA
1 12 (4.29%) Selenium
2 10 (3.57%) Git (software)
3 5 (1.79%) JUnit
4 2 (0.71%) Clang
4 2 (0.71%) GCC
4 2 (0.71%) Oracle APEX
5 1 (0.36%) Maven
General
1 13 (4.64%) Games
2 7 (2.50%) Pharmaceutical
3 3 (1.07%) Finance
3 3 (1.07%) French Language
3 3 (1.07%) Italian Language
3 3 (1.07%) Spanish Language
4 2 (0.71%) Electronics
5 1 (0.36%) Banking
5 1 (0.36%) Manufacturing
5 1 (0.36%) Retail
5 1 (0.36%) Telecoms
Job Titles
1 91 (32.50%) Developer
2 73 (26.07%) Software Developer
3 67 (23.93%) Graduate
4 58 (20.71%) Software Engineer
5 38 (13.57%) C++ Developer
6 35 (12.50%) C++ Software Developer
6 35 (12.50%) Data Scientist
7 28 (10.00%) C++ Software Engineer
8 23 (8.21%) Analyst
8 23 (8.21%) Java Engineer
8 23 (8.21%) Machine Learning Researcher
8 23 (8.21%) Mathematical Developer
9 22 (7.86%) Research Engineer
10 21 (7.50%) DevOps Engineer
11 20 (7.14%) Graduate Analyst
12 18 (6.43%) Developer/Software Engineer
12 18 (6.43%) Graduate Developer
12 18 (6.43%) Graduate Software Developer
12 18 (6.43%) Java Developer
13 17 (6.07%) Computer Engineer
Libraries, Frameworks & Software Standards
1 42 (15.00%) .NET
2 25 (8.93%) ASP.NET
3 9 (3.21%) TensorFlow
3 9 (3.21%) Theano
3 9 (3.21%) Unity (Game Engine)
4 7 (2.50%) RESTful
5 6 (2.14%) Lucene
5 6 (2.14%) OpenCV
5 6 (2.14%) REST
5 6 (2.14%) Web Services
6 5 (1.79%) AngularJS
6 5 (1.79%) Natural Language Processing
7 3 (1.07%) Kafka
7 3 (1.07%) Spring
7 3 (1.07%) Unreal Engine
8 2 (0.71%) Direct3D
8 2 (0.71%) OpenCL
8 2 (0.71%) OpenGL
8 2 (0.71%) OpenGL ES
8 2 (0.71%) XML
Miscellaneous
1 121 (43.21%) Algorithms
2 94 (33.57%) Computer Science
3 44 (15.71%) Smart City
4 26 (9.29%) Augmented Reality
5 9 (3.21%) Analytical Skills
6 7 (2.50%) Life Science
7 5 (1.79%) Smart Energy
8 4 (1.43%) 3D Graphics
8 4 (1.43%) Cyberthreat
9 2 (0.71%) Data Structures
9 2 (0.71%) Greenfield Project
9 2 (0.71%) Robotics
10 1 (0.36%) Client/Server
10 1 (0.36%) Embedded Systems
10 1 (0.36%) Internet of Things
10 1 (0.36%) Linux Command Line
10 1 (0.36%) Private Cloud
10 1 (0.36%) Semantic Web
Operating Systems
1 72 (25.71%) Linux
2 26 (9.29%) Windows
3 17 (6.07%) Unix
4 4 (1.43%) CentOS
4 4 (1.43%) Mac OS
4 4 (1.43%) Red Hat Enterprise Linux
5 2 (0.71%) Android
Processes & Methodologies
1 171 (61.07%) Mathematics
2 134 (47.86%) Artificial Intelligence
3 124 (44.29%) Physics
4 122 (43.57%) Software Engineering
5 54 (19.29%) Statistics
6 46 (16.43%) Deep Learning
7 44 (15.71%) Bayesian Methods
7 44 (15.71%) Smart City Simulations
8 36 (12.86%) Multithreading
9 35 (12.50%) Reinforcement Learning
10 34 (12.14%) DevOps
11 33 (11.79%) Distributed Algorithms
12 28 (10.00%) Neural Network
13 23 (8.21%) Economics
14 22 (7.86%) Signal Processing
15 19 (6.79%) Agile Software Development
15 19 (6.79%) Probabilistic Modelling
16 15 (5.36%) Image Processing
16 15 (5.36%) Project Management
17 13 (4.64%) Computer Vision
Programming Languages
1 233 (83.21%) Python
2 179 (63.93%) Java
3 164 (58.57%) C++
4 129 (46.07%) C#
5 64 (22.86%) MATLAB
6 56 (20.00%) C
7 43 (15.36%) R
8 32 (11.43%) Scala
9 30 (10.71%) SQL
10 23 (8.21%) Julia
11 16 (5.71%) Perl
12 15 (5.36%) JavaScript
13 13 (4.64%) Ruby
14 8 (2.86%) PHP
15 7 (2.50%) Bash Shell
16 4 (1.43%) Fortran
17 3 (1.07%) VBA
18 2 (0.71%) Assembly Language
18 2 (0.71%) Embedded C
18 2 (0.71%) PL/SQL
Qualifications
1 155 (55.36%) PhD
2 75 (26.79%) Degree
3 37 (13.21%) Computer Science Degree
4 18 (6.43%) Numerate Degree
5 16 (5.71%) Security Cleared
Quality Assurance & Compliance
1 8 (2.86%) QA
2 4 (1.43%) Data Quality
System Software
1 19 (6.79%) Docker
2 4 (1.43%) Hyper-V
3 3 (1.07%) VMware Infrastructure
Systems Management
1 13 (4.64%) Opscode Chef
2 8 (2.86%) Ansible
2 8 (2.86%) Kubernetes
3 4 (1.43%) Grafana
3 4 (1.43%) Munin
3 4 (1.43%) Puppet
3 4 (1.43%) Salt
3 4 (1.43%) ZABBIX
Vendors
1 4 (1.43%) VMware
2 2 (0.71%) Oracle
3 1 (0.36%) Cisco
3 1 (0.36%) Lattice Semiconductor
3 1 (0.36%) Tableau
Cambridge, Cambridgeshire
Empiric
Salary: Completely negotiable and excellent with comprehensive benefits
Posted: 9 hours ago
Cambridge, Cambridgeshire
Amazing Prospects Ltd
Salary: £25k - 50k per year + The Very Best+ Top Prospects!!
Posted: 11 hours ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000 - £30000 per annum + Benefits
Posted: 4 hours ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 2 hours ago
Cambridge, Cambridgeshire
Empiric
Salary: From £25,000 to £35,000 per annum
Posted: 8 hours ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 4 hours ago
Cambridge, Cambridgeshire
Empiric
Salary: From £33,000 to £45,000 per annum benefits
Posted: 6 hours ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000 - £30000 per annum + Benefits
Posted: 2 hours ago
Cambridge, Cambridgeshire
Computer People
Salary: £28000 - £35000 per annum + Benefits
Posted: 1 hour ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 50k-70k + benefits + stock options
Posted: 9 hours ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £45000 - £55000 per annum + shares + bens
Posted: Yesterday
Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent plus benefits incl. stock
Posted: Yesterday
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 2 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
Cambridge, Cambridgeshire
Martin & Conley
Salary: COMPETITIVE SALARY + EXCELLENT BENEFITS
Posted: Yesterday
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
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
Cambridge, Cambridgeshire
Reed Technology
Salary: £40000 - £60000 per annum + SHARE OPTIONS
Posted: 6 days ago
Cambridge, Cambridgeshire
Tec Partners
Salary: £40000.00 - £50000.00 per annum
Posted: 5 days ago