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 29 March 2017 with a comparison to the same period in the previous 2 years.

Machine Learning
East of England / Cambridgeshire
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 41 114 125
Rank change year-on-year +73 +11  
Permanent jobs citing Machine Learning 102 22 7
As % of all permanent IT jobs advertised in Cambridgeshire 5.88% 1.01% 0.34%
As % of the Processes & Methodologies category 6.65% 1.14% 0.40%
Number of salaries quoted 69 17 5
Median salary £55,000 £47,500 £38,564
Median salary % change year-on-year +15.78% +23.17%  
UK excluding London median salary £52,500 £52,500 £51,250
% change year-on-year - +2.43%  

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 1534 1931 1771
As % of all permanent IT job vacancies advertised in Cambridgeshire 88.36% 88.50% 84.82%
Number of salaries quoted 1163 1485 1459
Median salary £46,614 £44,500 £45,000
Median salary % change year-on-year +4.75% -1.11%  
90% offered a salary of more than £30,000 £31,000 £30,000
10% offered a salary of more than £70,000 £65,000 £62,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 29 March 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 29 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
Cambridge +61 101 £52,500 +10.52% 21
Machine Learning
East of England

For the 6 months to 29 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 Cambridgeshire region with a requirement for Machine Learning.

1 110 (73.33%) Python
2 109 (72.67%) C++
3 89 (59.33%) Java
4 87 (58.00%) PhD
5 85 (56.67%) Mathematics
6 79 (52.67%) C#
7 78 (52.00%) Algorithms
8 61 (40.67%) Software Engineering
9 57 (38.00%) Physics
10 55 (36.67%) Degree
11 50 (33.33%) Computer Science
11 50 (33.33%) Artificial Intelligence
12 45 (30.00%) C
13 31 (20.67%) Deep Learning
14 29 (19.33%) Augmented Reality
15 28 (18.67%) MATLAB
15 28 (18.67%) .NET
16 27 (18.00%) Linux
17 26 (17.33%) Multithreading
18 24 (16.00%) Reinforcement Learning
19 23 (15.33%) Distributed Algorithms
20 22 (14.67%) ASP.NET
21 18 (12.00%) Computer Vision
22 16 (10.67%) Statistics
22 16 (10.67%) Windows
22 16 (10.67%) Apache Spark
23 15 (10.00%) Scala
24 14 (9.33%) Signal Processing
25 13 (8.67%) Image Processing
26 12 (8.00%) R

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 16 (10.67%) Apache Spark
2 6 (4.00%) Elasticsearch
3 5 (3.33%) DNN
4 3 (2.00%) Apache Solr
4 3 (2.00%) Jupyter
5 2 (1.33%) OpenStack
Applications
1 2 (1.33%) MS Excel
Business Applications
1 1 (0.67%) Oracle BPM
Cloud Services
1 2 (1.33%) Amazon AWS
2 1 (0.67%) Cloud Computing
2 1 (0.67%) SaaS
Communications & Networking
1 3 (2.00%) TCP/IP
2 1 (0.67%) Internet
Database & Business Intelligence
1 7 (4.67%) Big Data
2 6 (4.00%) BusinessObjects
2 6 (4.00%) Lumira
2 6 (4.00%) Oracle BI EE
2 6 (4.00%) Spotfire
3 5 (3.33%) Data Mining
3 5 (3.33%) Hadoop
4 3 (2.00%) Apache Cassandra
4 3 (2.00%) MySQL
4 3 (2.00%) Neo4j
4 3 (2.00%) Text Mining
5 2 (1.33%) Apache Hive
5 2 (1.33%) PostgreSQL
5 2 (1.33%) Relational Database
6 1 (0.67%) Data Warehouse
6 1 (0.67%) SAP BW
Development Applications
1 5 (3.33%) Git (software)
1 5 (3.33%) Oracle APEX
2 3 (2.00%) Selenium
3 2 (1.33%) Clang
3 2 (1.33%) GCC
General
1 11 (7.33%) Games
2 8 (5.33%) Pharmaceutical
3 4 (2.67%) Telecoms
4 3 (2.00%) French Language
4 3 (2.00%) Italian Language
4 3 (2.00%) Spanish Language
5 2 (1.33%) Finance
5 2 (1.33%) Manufacturing
6 1 (0.67%) Banking
6 1 (0.67%) Electronics
6 1 (0.67%) Military
6 1 (0.67%) Publishing
Job Titles
1 43 (28.67%) Developer
1 43 (28.67%) Software Engineer
2 38 (25.33%) Software Developer
3 28 (18.67%) Graduate
4 20 (13.33%) C++ Software Engineer
4 20 (13.33%) Mathematical Developer
5 17 (11.33%) Computer Engineer
6 14 (9.33%) Java Engineer
7 13 (8.67%) Data Scientist
7 13 (8.67%) Machine Learning Engineer
7 13 (8.67%) Research Engineer
8 11 (7.33%) C++ Developer
8 11 (7.33%) C++ Software Developer
8 11 (7.33%) Java Software Engineer
9 8 (5.33%) Developer/Software Engineer
9 8 (5.33%) Python Software Engineer
9 8 (5.33%) Windows Engineer
10 7 (4.67%) Analyst
10 7 (4.67%) C# Software Engineer
10 7 (4.67%) Java Developer
Libraries, Frameworks & Software Standards
1 28 (18.67%) .NET
2 22 (14.67%) ASP.NET
3 9 (6.00%) Unity (Game Engine)
4 8 (5.33%) Theano
5 6 (4.00%) OpenCV
6 5 (3.33%) RESTful
6 5 (3.33%) XML
7 4 (2.67%) Natural Language Processing
8 3 (2.00%) AngularJS
8 3 (2.00%) Kafka
8 3 (2.00%) Lucene
8 3 (2.00%) Unreal Engine
8 3 (2.00%) Web Services
9 2 (1.33%) D3.js
9 2 (1.33%) Direct3D
9 2 (1.33%) OpenCL
9 2 (1.33%) OpenGL
9 2 (1.33%) OpenGL ES
9 2 (1.33%) Spring
9 2 (1.33%) TensorFlow
Miscellaneous
1 78 (52.00%) Algorithms
2 50 (33.33%) Computer Science
3 29 (19.33%) Augmented Reality
4 6 (4.00%) Field-Programmable Gate Array
5 4 (2.67%) 3D Graphics
6 3 (2.00%) Analytical Skills
6 3 (2.00%) Device Driver
6 3 (2.00%) Digital Media
7 2 (1.33%) Life Science
7 2 (1.33%) User Experience
8 1 (0.67%) Client/Server
8 1 (0.67%) Data Structures
8 1 (0.67%) Embedded Systems
8 1 (0.67%) Internet of Things
8 1 (0.67%) Online Games
8 1 (0.67%) Private Cloud
8 1 (0.67%) Semantic Web
Operating Systems
1 27 (18.00%) Linux
2 16 (10.67%) Windows
3 8 (5.33%) Unix
4 2 (1.33%) Android
Processes & Methodologies
1 85 (56.67%) Mathematics
2 61 (40.67%) Software Engineering
3 57 (38.00%) Physics
4 50 (33.33%) Artificial Intelligence
5 31 (20.67%) Deep Learning
6 26 (17.33%) Multithreading
7 24 (16.00%) Reinforcement Learning
8 23 (15.33%) Distributed Algorithms
9 18 (12.00%) Computer Vision
10 16 (10.67%) Statistics
11 14 (9.33%) Signal Processing
12 13 (8.67%) Image Processing
13 12 (8.00%) Neural Network
14 11 (7.33%) Bayesian Methods
15 10 (6.67%) Analytics
16 9 (6.00%) Prototyping
17 7 (4.67%) Agile Software Development
17 7 (4.67%) Data Modelling
18 6 (4.00%) Business Intelligence
18 6 (4.00%) ETL
Programming Languages
1 110 (73.33%) Python
2 109 (72.67%) C++
3 89 (59.33%) Java
4 79 (52.67%) C#
5 45 (30.00%) C
6 28 (18.67%) MATLAB
7 15 (10.00%) Scala
8 12 (8.00%) R
9 9 (6.00%) JavaScript
10 7 (4.67%) Perl
11 6 (4.00%) Tcl
11 6 (4.00%) VBA
12 5 (3.33%) PL/SQL
12 5 (3.33%) SQL
13 4 (2.67%) Fortran
14 3 (2.00%) Bash Shell
15 2 (1.33%) Assembly Language
15 2 (1.33%) Embedded C
Qualifications
1 87 (58.00%) PhD
2 55 (36.67%) Degree
3 3 (2.00%) Security Cleared
Quality Assurance & Compliance
1 8 (5.33%) QA
2 1 (0.67%) Data Quality
System Software
1 3 (2.00%) Docker
Vendors
1 5 (3.33%) Oracle
2 2 (1.33%) SAP
2 2 (1.33%) Tableau
3 1 (0.67%) Cognos
3 1 (0.67%) Hyperion
3 1 (0.67%) Vertica
Cambridge, Cambridgeshire
Empiric.com
Salary: Completely negotiable and excellent with comprehensive benefits
Posted: 14 hours ago
Cambridge, Cambridgeshire
set2recruit
Salary: From £35,000 to £50,000 per annum DOE
Posted: 20 hours ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 21 hours ago
Cambridge, Cambridgeshire
Empiric.com
Salary: From £33,000 to £45,000 per annum benefits
Posted: 23 hours ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 21 hours ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 20 hours ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £65000 - £75000 per annum + equity and bens
Posted: 2 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £55000 - £65000 per annum + bens
Posted: 2 days ago
Cambridge, Cambridgeshire
The One Group
Salary: Market related
Posted: 5 days ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £40,000 to £65,000 per annum Salary DOE + Benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE + options
Posted: 4 days ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £30,000 to £50,000 per annum Stock Options + More
Posted: 4 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent package
Posted: 8 days ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £50,000 to £70,000 per annum Pension + Stock + More
Posted: 4 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £50k+ DoE
Posted: 15 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £70k (DoE) + top benefits + bonus
Posted: 26 days ago
Cambridge
Client Server
Salary: £85000 - £100000 per annum + benefits
Posted: 15 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £35k DoE + top benefits
Posted: 23 days ago
Cambridge
Client Server
Salary: £60k to £70k + bonus + benefits
Posted: 21 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent
Posted: 13 days ago