The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire 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 25 June 2017 with a comparison to the same period in the previous 2 years.

Machine Learning
East of England / Cambridgeshire
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 27 102 122
Rank change year-on-year +75 +20  
Permanent jobs citing Machine Learning 175 31 15
As % of all permanent IT jobs advertised in Cambridgeshire 9.24% 1.68% 0.69%
As % of the Processes & Methodologies category 10.46% 1.90% 0.81%
Number of salaries quoted 125 25 14
Median salary £60,000 £45,000 £47,500
Median salary % change year-on-year +33.33% -5.26%  
90% offered a salary of more than £27,500 £27,500 £35,750
10% offered a salary of more than £80,000 £70,000 £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 Cambridgeshire with a requirement for process and methodology skills.

Process & Methodology Skills
Cambridgeshire
Permanent job vacancies with a requirement for process and methodology skills 1673 1633 1856
As % of all permanent IT job vacancies advertised in Cambridgeshire 88.33% 88.75% 85.10%
Number of salaries quoted 1275 1353 1554
Median salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% -  
90% offered a salary of more than £32,500 £32,000 £30,000
10% offered a salary of more than £70,000 £60,000 £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 Cambridgeshire

The job posting trend of jobs advertised in Cambridgeshire 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 Cambridgeshire

Machine Learning
Salary Trend in Cambridgeshire

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

Salary trend for Machine Learning in Cambridgeshire

Machine Learning
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Machine Learning in Cambridgeshire over the 3 months to 25 June 2017.

Salary histogram for Machine Learning in Cambridgeshire

Machine Learning
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Machine Learning within the Cambridgeshire region over the 3 months to 25 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
Cambridge +64 174 £60,000 -8.39% 29
Machine Learning
East of England

For the 6 months to 25 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 Cambridgeshire region with a requirement for Machine Learning.

1 224 (82.05%) Python
2 174 (63.74%) Java
3 163 (59.71%) Mathematics
4 161 (58.97%) C++
5 151 (55.31%) PhD
6 129 (47.25%) Artificial Intelligence
7 126 (46.15%) C#
8 119 (43.59%) Physics
9 118 (43.22%) Software Engineering
10 117 (42.86%) Algorithms
11 89 (32.60%) Computer Science
12 73 (26.74%) Degree
13 72 (26.37%) Linux
14 60 (21.98%) MATLAB
15 54 (19.78%) C
16 49 (17.95%) Statistics
17 46 (16.85%) Deep Learning
18 43 (15.75%) Smart City
18 43 (15.75%) Smart City Simulations
19 42 (15.38%) .NET
20 41 (15.02%) R
21 40 (14.65%) Bayesian Methods
22 37 (13.55%) Multithreading
23 36 (13.19%) Computer Science Degree
23 36 (13.19%) Reinforcement Learning
24 33 (12.09%) DevOps
24 33 (12.09%) Distributed Algorithms
24 33 (12.09%) Apache Spark
25 31 (11.36%) Scala
26 29 (10.62%) SQL

Machine Learning
Co-occurring IT Skills in Cambridgeshire 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 33 (12.09%) Apache Spark
2 10 (3.66%) Elasticsearch
3 7 (2.56%) Apache Solr
4 6 (2.20%) DNN
5 3 (1.10%) Jupyter
6 2 (0.73%) OpenStack
Applications
1 3 (1.10%) Microsoft Excel
Cloud Services
1 10 (3.66%) Amazon AWS
2 4 (1.47%) Cloud Computing
3 1 (0.37%) Amazon EC2
3 1 (0.37%) Amazon EMR
Communications & Networking
1 10 (3.66%) TCP/IP
2 2 (0.73%) SMS
3 1 (0.37%) DHCP
3 1 (0.37%) DNS
3 1 (0.37%) Internet
3 1 (0.37%) Network Security
Database & Business Intelligence
1 17 (6.23%) Hadoop
2 12 (4.40%) Big Data
3 8 (2.93%) Relational Database
4 5 (1.83%) Data Mining
4 5 (1.83%) Text Mining
5 4 (1.47%) Neo4j
5 4 (1.47%) NoSQL
5 4 (1.47%) RDBMS
6 3 (1.10%) Apache Cassandra
6 3 (1.10%) MySQL
6 3 (1.10%) Oracle BI EE
7 2 (0.73%) Apache Hive
7 2 (0.73%) BusinessObjects
7 2 (0.73%) Lumira
7 2 (0.73%) PostgreSQL
7 2 (0.73%) Spotfire
Development Applications
1 11 (4.03%) Cucumber
1 11 (4.03%) JIRA
1 11 (4.03%) Selenium
2 9 (3.30%) Git (software)
3 4 (1.47%) JUnit
4 2 (0.73%) Clang
4 2 (0.73%) GCC
4 2 (0.73%) Oracle APEX
5 1 (0.37%) Maven
General
1 14 (5.13%) Games
2 8 (2.93%) Pharmaceutical
3 3 (1.10%) French Language
3 3 (1.10%) Italian Language
3 3 (1.10%) Spanish Language
4 2 (0.73%) Electronics
4 2 (0.73%) Finance
5 1 (0.37%) Banking
5 1 (0.37%) Manufacturing
5 1 (0.37%) Publishing
5 1 (0.37%) Telecoms
Job Titles
1 90 (32.97%) Developer
2 71 (26.01%) Software Developer
3 64 (23.44%) Graduate
4 55 (20.15%) Software Engineer
5 37 (13.55%) C++ Developer
6 34 (12.45%) C++ Software Developer
7 31 (11.36%) Data Scientist
8 26 (9.52%) C++ Software Engineer
9 24 (8.79%) Machine Learning Researcher
10 23 (8.42%) Mathematical Developer
11 22 (8.06%) Analyst
11 22 (8.06%) Java Engineer
12 21 (7.69%) Research Engineer
13 20 (7.33%) DevOps Engineer
14 19 (6.96%) Graduate Analyst
14 19 (6.96%) Java Developer
15 18 (6.59%) Graduate Developer
15 18 (6.59%) Graduate Software Developer
16 17 (6.23%) Computer Engineer
16 17 (6.23%) Developer/Software Engineer
Libraries, Frameworks & Software Standards
1 42 (15.38%) .NET
2 25 (9.16%) ASP.NET
3 9 (3.30%) RESTful
3 9 (3.30%) TensorFlow
3 9 (3.30%) Theano
3 9 (3.30%) Unity (Game Engine)
4 7 (2.56%) Web Services
5 6 (2.20%) Lucene
5 6 (2.20%) OpenCV
6 5 (1.83%) AngularJS
6 5 (1.83%) Natural Language Processing
6 5 (1.83%) REST
7 3 (1.10%) Kafka
7 3 (1.10%) Spring
7 3 (1.10%) Unreal Engine
8 2 (0.73%) OpenCL
8 2 (0.73%) OpenGL
8 2 (0.73%) OpenGL ES
8 2 (0.73%) Torch
8 2 (0.73%) XML
Miscellaneous
1 117 (42.86%) Algorithms
2 89 (32.60%) Computer Science
3 43 (15.75%) Smart City
4 26 (9.52%) Augmented Reality
5 8 (2.93%) Analytical Skills
5 8 (2.93%) Life Science
6 4 (1.47%) 3D Graphics
6 4 (1.47%) Cyberthreat
6 4 (1.47%) Smart Energy
7 3 (1.10%) Data Structures
7 3 (1.10%) Greenfield Project
8 2 (0.73%) Robotics
9 1 (0.37%) Client/Server
9 1 (0.37%) Embedded Systems
9 1 (0.37%) Internet of Things
9 1 (0.37%) Linux Command Line
9 1 (0.37%) Online Games
9 1 (0.37%) Private Cloud
9 1 (0.37%) Semantic Web
Operating Systems
1 72 (26.37%) Linux
2 25 (9.16%) Windows
3 16 (5.86%) Unix
4 4 (1.47%) CentOS
4 4 (1.47%) Mac OS
4 4 (1.47%) Red Hat Enterprise Linux
5 2 (0.73%) Android
Processes & Methodologies
1 163 (59.71%) Mathematics
2 129 (47.25%) Artificial Intelligence
3 119 (43.59%) Physics
4 118 (43.22%) Software Engineering
5 49 (17.95%) Statistics
6 46 (16.85%) Deep Learning
7 43 (15.75%) Smart City Simulations
8 40 (14.65%) Bayesian Methods
9 37 (13.55%) Multithreading
10 36 (13.19%) Reinforcement Learning
11 33 (12.09%) DevOps
11 33 (12.09%) Distributed Algorithms
12 27 (9.89%) Neural Network
13 21 (7.69%) Economics
13 21 (7.69%) Signal Processing
14 19 (6.96%) Agile Software Development
15 18 (6.59%) Probabilistic Modelling
16 15 (5.49%) Image Processing
17 14 (5.13%) Project Management
18 13 (4.76%) Computer Vision
Programming Languages
1 224 (82.05%) Python
2 174 (63.74%) Java
3 161 (58.97%) C++
4 126 (46.15%) C#
5 60 (21.98%) MATLAB
6 54 (19.78%) C
7 41 (15.02%) R
8 31 (11.36%) Scala
9 29 (10.62%) SQL
10 21 (7.69%) Julia
11 15 (5.49%) JavaScript
11 15 (5.49%) Perl
12 12 (4.40%) Ruby
13 8 (2.93%) PHP
14 7 (2.56%) Bash Shell
15 4 (1.47%) Fortran
16 3 (1.10%) VBA
17 2 (0.73%) Assembly Language
17 2 (0.73%) Embedded C
17 2 (0.73%) PL/SQL
Qualifications
1 151 (55.31%) PhD
2 73 (26.74%) Degree
3 36 (13.19%) Computer Science Degree
4 18 (6.59%) Numerate Degree
5 15 (5.49%) Security Cleared
Quality Assurance & Compliance
1 8 (2.93%) QA
2 5 (1.83%) Data Quality
System Software
1 19 (6.96%) Docker
2 4 (1.47%) Hyper-V
3 3 (1.10%) VMware Infrastructure
Systems Management
1 13 (4.76%) Opscode Chef
2 8 (2.93%) Ansible
2 8 (2.93%) Kubernetes
3 4 (1.47%) Grafana
3 4 (1.47%) Munin
3 4 (1.47%) Puppet
3 4 (1.47%) Salt
3 4 (1.47%) ZABBIX
Vendors
1 4 (1.47%) VMware
2 2 (0.73%) Oracle
3 1 (0.37%) Cisco
3 1 (0.37%) Lattice Semiconductor
3 1 (0.37%) Tableau
3 1 (0.37%) Vertica
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 45-55k + Share Scheme + 25 days holiday + Flexi time + work from home
Posted: 2 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k (DoE) + top benefits & bonus
Posted: 3 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE plus stock options
Posted: 3 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000 - £30000 per annum + Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £30000 - £35000 per annum
Posted: 5 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Java Source
Salary: £55k-£70k DOE + Pension, Healthcare, Stock Options, Bonus
Posted: 2 days ago
Cambridge, Cambridgeshire
Empiric
Salary: From £25,000 to £35,000 per annum
Posted: 5 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £45000 - £55000 per annum + shares + bens
Posted: 6 days ago
Cambridge, Cambridgeshire
Empiric
Salary: From £33,000 to £45,000 per annum benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £60000 - £100000 per annum + bens
Posted: 6 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000 - £30000 per annum + Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £90000 per annum + bens
Posted: 6 days ago
Cambridge, Cambridgeshire
Martin & Conley
Salary: COMPETITIVE SALARY + EXCELLENT BENEFITS
Posted: 4 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £65000 - £75000 per annum + equity and bens
Posted: 6 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £65000 - £75000 per annum + bens
Posted: 6 days ago
Cambridge, Cambridgeshire
Evolution Recruitment Solutions
Salary: 50k-70k + benefits + stock options
Posted: 6 days ago
Cambridge, Cambridgeshire
We Are Aspire Ltd
Salary: £75000.00 - £85000.00 per annum
Posted: 3 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Amazing Prospects Ltd
Salary: £30k - 50k per year + +Awesome Benefits+Prospects!
Posted: 5 days ago
Cambridge, Cambridgeshire
Amazing Prospects Ltd
Salary: £25k - 35k per year + Prospects + Training
Posted: 5 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE + benefits
Posted: 6 days ago
Cambridge
ECM Selection
Salary: to £60k DoE + benefits
Posted: 6 days ago
Cambridge, Cambridgeshire
Reed Technology
Salary: £40000 - £60000 per annum + SHARE OPTIONS
Posted: 4 days ago
Cambridge
OHO Group Ltd.
Salary: £25000 - £30000 per annum
Posted: 13 days ago
Cambridge, Cambridgeshire
Tec Partners
Salary: £40000.00 - £50000.00 per annum
Posted: 3 days ago