The table below looks at the statistics for Machine Learning skills in IT jobs advertised for the Cambridge region. Included is a guide to the salaries offered in IT jobs that have cited Machine Learning over the 3 months to 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Machine Learning
Cambridgeshire / Cambridge
Rank 48 90 106
Rank change year-on-year
+42 +16
Permanent jobs citing Machine Learning 62 17 4
As % of all permanent IT jobs located in Cambridge 5.52% 1.18% 0.25%
As % of the Processes & Methodologies category 6.44% 1.35% 0.29%
Number of salaries quoted 41 15 4
Median salary £52,500 £47,500 £40,000
Median salary % change year-on-year
+10.52% +18.75%
UK excluding London median salary £50,000 £55,000 £42,500
% change year-on-year
-9.09% +29.41%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Cambridge region.

Processes & Methodologies Category
Cambridge
Permanent IT job ads with a match in the
Processes & Methodologies category
963 1260 1364
As % of all permanent IT jobs located in Cambridge 85.68% 87.50% 85.20%
Number of salaries quoted 836 1006 1059
Median salary £46,500 £45,000 £42,500
Median salary % change year-on-year
+3.33% +5.88%
90% offered a salary of more than £31,684 £32,500 £30,000
10% offered a salary of more than £65,000 £57,500 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Machine Learning
Jobs Demand Trend in Cambridge

The demand trend of job ads across the Cambridge region citing Machine Learning as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Machine Learning Jobs Demand Trend 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 across the Cambridge region.

Machine Learning Salary Trend in Cambridge

Machine Learning
Salary Histogram in Cambridge

This chart provides a salary histogram for IT jobs citing Machine Learning across the Cambridge region over the 3 months to 18 January 2017.

Machine Learning Salary Histogram in Cambridge

Machine Learning
Top 30 Related IT Skills in Cambridge

For the 6 months to 18 January 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 79 (73.15%) C++
2 77 (71.30%) Python
3 64 (59.26%) Java
3 64 (59.26%) Algorithms
4 62 (57.41%) Mathematics
5 59 (54.63%) C#
6 53 (49.07%) Computer Science
7 48 (44.44%) Degree
7 48 (44.44%) PhD
8 47 (43.52%) C
8 47 (43.52%) Physics
9 37 (34.26%) Software Engineering
10 33 (30.56%) Artificial Intelligence
11 24 (22.22%) .NET
11 24 (22.22%) ASP.NET
12 23 (21.30%) Deep Learning
13 22 (20.37%) Multithreading
14 21 (19.44%) Distributed Algorithms
15 20 (18.52%) Augmented Reality
16 16 (14.81%) MATLAB
17 11 (10.19%) Windows
18 10 (9.26%) Analytics
18 10 (9.26%) JavaScript
19 9 (8.33%) QA
19 9 (8.33%) Agile Software Development
19 9 (8.33%) Analytical Skills
20 8 (7.41%) Computer Vision
20 8 (7.41%) Image Processing
20 8 (7.41%) Linux
21 7 (6.48%) Telecoms

Machine Learning
Top Related 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 7 (6.48%) Apache Spark
2 2 (1.85%) OpenStack
Applications
1 1 (0.93%) MS Excel
Business Applications
1 1 (0.93%) Oracle BPM
Cloud Services
1 2 (1.85%) Amazon AWS
2 1 (0.93%) SaaS
Communications & Networking
1 3 (2.78%) TCP/IP
Database & Business Intelligence
1 7 (6.48%) Big Data
2 6 (5.56%) BusinessObjects
2 6 (5.56%) Lumira
2 6 (5.56%) Oracle BI EE
2 6 (5.56%) Spotfire
3 5 (4.63%) Data Mining
4 4 (3.70%) Relational Database
5 2 (1.85%) Apache Hive
5 2 (1.85%) Hadoop
5 2 (1.85%) PostgreSQL
6 1 (0.93%) Data Warehouse
6 1 (0.93%) SAP BW
Development Applications
1 5 (4.63%) Oracle APEX
1 5 (4.63%) Selenium
2 2 (1.85%) JIRA
2 2 (1.85%) JMeter
2 2 (1.85%) JUnit
2 2 (1.85%) LoadRunner
2 2 (1.85%) NUnit
2 2 (1.85%) YouTrack
3 1 (0.93%) Clang
3 1 (0.93%) GCC
General
1 7 (6.48%) Telecoms
2 5 (4.63%) Pharmaceutical
3 3 (2.78%) Finance
4 2 (1.85%) Games
5 1 (0.93%) Manufacturing
5 1 (0.93%) Marketing
5 1 (0.93%) Military
Job Titles
1 44 (40.74%) Developer
2 36 (33.33%) Software Developer
3 28 (25.93%) Software Engineer
4 14 (12.96%) C++ Software Engineer
5 13 (12.04%) Java Engineer
6 11 (10.19%) Machine Learning Engineer
7 9 (8.33%) C++ Developer
7 9 (8.33%) Computer Engineer
7 9 (8.33%) Graduate
7 9 (8.33%) Java Software Engineer
8 8 (7.41%) C++ Software Developer
8 8 (7.41%) Developer/Software Engineer
8 8 (7.41%) Java Developer
9 6 (5.56%) Data Scientist
9 6 (5.56%) Hardware Engineer
9 6 (5.56%) Research Engineer
9 6 (5.56%) Windows Engineer
10 5 (4.63%) C# Software Engineer
10 5 (4.63%) C++/Java Developer
11 4 (3.70%) Programmer
Libraries, Frameworks & Software Standards
1 24 (22.22%) .NET
1 24 (22.22%) ASP.NET
2 5 (4.63%) XML
3 4 (3.70%) AngularJS
3 4 (3.70%) CSS
3 4 (3.70%) HTML
3 4 (3.70%) Node.js
4 3 (2.78%) Natural Language Processing
5 2 (1.85%) RESTful
6 1 (0.93%) CSS3
6 1 (0.93%) D3.js
6 1 (0.93%) Direct3D
6 1 (0.93%) Ember.js
6 1 (0.93%) HTML5
6 1 (0.93%) LLVM
6 1 (0.93%) OpenCL
6 1 (0.93%) OpenGL
6 1 (0.93%) OpenGL ES
6 1 (0.93%) React
6 1 (0.93%) scikit-learn
Miscellaneous
1 64 (59.26%) Algorithms
2 62 (57.41%) Mathematics
3 53 (49.07%) Computer Science
4 47 (43.52%) Physics
5 33 (30.56%) Artificial Intelligence
6 20 (18.52%) Augmented Reality
7 9 (8.33%) Analytical Skills
8 7 (6.48%) Digital Media
9 6 (5.56%) Field-Programmable Gate Array
9 6 (5.56%) Neural Network
9 6 (5.56%) Statistics
10 5 (4.63%) User Experience
11 3 (2.78%) Device Driver
12 1 (0.93%) Clustering
12 1 (0.93%) Life Science
12 1 (0.93%) Online Games
12 1 (0.93%) Private Cloud
Operating Systems
1 11 (10.19%) Windows
2 8 (7.41%) Linux
3 5 (4.63%) Unix
4 1 (0.93%) Android
Processes & Methodologies
1 37 (34.26%) Software Engineering
2 23 (21.30%) Deep Learning
3 22 (20.37%) Multithreading
4 21 (19.44%) Distributed Algorithms
5 10 (9.26%) Analytics
6 9 (8.33%) Agile Software Development
7 8 (7.41%) Computer Vision
7 8 (7.41%) Image Processing
8 6 (5.56%) Business Intelligence
8 6 (5.56%) Coaching
8 6 (5.56%) Data Modelling
8 6 (5.56%) ETL
8 6 (5.56%) FPGA Design
8 6 (5.56%) Mentoring
8 6 (5.56%) Prototyping
8 6 (5.56%) Signal Processing
8 6 (5.56%) Video Processing
9 3 (2.78%) SDLC
10 2 (1.85%) Defect Management
10 2 (1.85%) Microservices
Programming Languages
1 79 (73.15%) C++
2 77 (71.30%) Python
3 64 (59.26%) Java
4 59 (54.63%) C#
5 47 (43.52%) C
6 16 (14.81%) MATLAB
7 10 (9.26%) JavaScript
8 7 (6.48%) R
9 6 (5.56%) Perl
9 6 (5.56%) Tcl
9 6 (5.56%) VBA
10 5 (4.63%) PL/SQL
10 5 (4.63%) SQL
11 3 (2.78%) Scala
11 3 (2.78%) TypeScript
12 2 (1.85%) Bash Shell
12 2 (1.85%) PowerShell
Qualifications
1 48 (44.44%) Degree
1 48 (44.44%) PhD
Quality Assurance & Compliance
1 9 (8.33%) QA
Vendors
1 5 (4.63%) Oracle
2 2 (1.85%) SAP
3 1 (0.93%) Cognos
3 1 (0.93%) Hyperion
3 1 (0.93%) Tableau
3 1 (0.93%) Vertica
Cambridge, Cambridgeshire
Hanover IT Recruitment
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Posted: 13 hours ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: Yesterday
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Salary: From £33,000 to £45,000 per annum benefits
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Cambridge, Cambridgeshire
ECM Selection
Salary: £Top plus full benefits package
Posted: Yesterday
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £80000 per annum + bens
Posted: 3 days ago
Cambridge, Cambridgeshire
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Salary: £40000 - £65000 per annum + Great Benefits Package
Posted: 16 hours ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £55k DoE + excellent bens
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Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £80000 per annum + bens
Posted: 3 days ago
Cambridge, Cambridgeshire
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Salary: £25000 - £55000 per annum + Excellent Base+Benefits
Posted: Yesterday
Cambridge, Cambridgeshire
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Salary: £35000 - £40000 per annum + stock options.
Posted: 3 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent + top benefits package
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Cambridge
ECM Selection
Salary: £Excellent + top benefits package
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Salary: £30000 - £50000 per annum + Excellent Base+Benefits
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ECM Selection
Salary: £Excellent plus benefits incl. stock
Posted: 6 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £50k DoE plus stock options
Posted: 6 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE + options
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Cambridge, Cambridgeshire
ECM Selection
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Cambridge
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Salary: £50000 - £60000 per annum
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Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £40,000 to £60,000 per day Stock Options + More
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Cambridge
The Wellcome Trust Sanger Institute
Salary: £38989 - £49602 per annum + excellent benefits
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