The table below looks at the statistics for Machine Learning skills in IT jobs advertised for the Cambridgeshire region. Included is a guide to the salaries offered in IT jobs that have cited Machine Learning over the 3 months to 17 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
17 Jan 2017
Same period 2016 Same period 2015
Machine Learning
East of England / Cambridgeshire
Rank 61 110 130
Rank change year-on-year
+49 +20
Permanent jobs citing Machine Learning 63 17 5
As % of all permanent IT jobs located in Cambridgeshire 3.87% 0.89% 0.22%
As % of the Processes & Methodologies category 4.58% 1.03% 0.26%
Number of salaries quoted 42 15 5
Median salary £52,500 £47,500 £40,000
Median salary % change year-on-year
+10.52% +18.75%
90% offered a salary of more than £27,500 £46,000 £35,500
10% offered a salary of more than £75,000 £77,500 £43,000
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 Cambridgeshire region.

Processes & Methodologies Category
Cambridgeshire
Permanent IT job ads with a match in the
Processes & Methodologies category
1377 1646 1900
As % of all permanent IT jobs located in Cambridgeshire 84.58% 85.86% 84.33%
Number of salaries quoted 1169 1339 1500
Median salary £46,614 £44,000 £43,450
Median salary % change year-on-year
+5.94% +1.26%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £62,500 £60,000 £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 Cambridgeshire

The demand trend of job ads across the Cambridgeshire 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 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 across the Cambridgeshire region.

Machine Learning Salary Trend in Cambridgeshire

Machine Learning
Salary Histogram in Cambridgeshire

This chart provides a salary histogram for IT jobs citing Machine Learning across the Cambridgeshire region over the 3 months to 17 January 2017.

Machine Learning Salary Histogram 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 17 January 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 +46 63 £52,500 +10.52% 25
Machine Learning
East of England

Machine Learning
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 17 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 Cambridgeshire region with a requirement for Machine Learning.

1 81 (72.97%) C++
2 77 (69.37%) Python
3 65 (58.56%) Java
4 64 (57.66%) Algorithms
5 62 (55.86%) Mathematics
6 59 (53.15%) C#
7 54 (48.65%) Computer Science
8 49 (44.14%) Degree
8 49 (44.14%) PhD
9 47 (42.34%) C
9 47 (42.34%) Physics
10 39 (35.14%) Software Engineering
11 33 (29.73%) Artificial Intelligence
12 24 (21.62%) .NET
12 24 (21.62%) ASP.NET
13 23 (20.72%) Deep Learning
14 22 (19.82%) Multithreading
15 21 (18.92%) Distributed Algorithms
16 20 (18.02%) Augmented Reality
17 16 (14.41%) MATLAB
18 11 (9.91%) Windows
19 10 (9.01%) JavaScript
19 10 (9.01%) Analytics
20 9 (8.11%) Analytical Skills
20 9 (8.11%) QA
20 9 (8.11%) Agile Software Development
21 8 (7.21%) Image Processing
21 8 (7.21%) Linux
21 8 (7.21%) Computer Vision
22 7 (6.31%) Prototyping

Machine Learning
Top Related 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 7 (6.31%) Apache Spark
2 2 (1.80%) OpenStack
Applications
1 1 (0.90%) MS Excel
Business Applications
1 1 (0.90%) Oracle BPM
Cloud Services
1 2 (1.80%) Amazon AWS
2 1 (0.90%) SaaS
Communications & Networking
1 3 (2.70%) TCP/IP
Database & Business Intelligence
1 7 (6.31%) Big Data
2 6 (5.41%) BusinessObjects
2 6 (5.41%) Lumira
2 6 (5.41%) Oracle BI EE
2 6 (5.41%) Spotfire
3 5 (4.50%) Data Mining
4 4 (3.60%) Relational Database
5 2 (1.80%) Apache Hive
5 2 (1.80%) Hadoop
5 2 (1.80%) PostgreSQL
6 1 (0.90%) Data Warehouse
6 1 (0.90%) SAP BW
Development Applications
1 5 (4.50%) Oracle APEX
1 5 (4.50%) Selenium
2 2 (1.80%) JIRA
2 2 (1.80%) JMeter
2 2 (1.80%) JUnit
2 2 (1.80%) LoadRunner
2 2 (1.80%) NUnit
2 2 (1.80%) YouTrack
3 1 (0.90%) Clang
3 1 (0.90%) GCC
General
1 7 (6.31%) Telecoms
2 5 (4.50%) Pharmaceutical
3 3 (2.70%) Finance
4 2 (1.80%) Games
5 1 (0.90%) Manufacturing
5 1 (0.90%) Marketing
5 1 (0.90%) Military
Job Titles
1 44 (39.64%) Developer
2 36 (32.43%) Software Developer
3 30 (27.03%) Software Engineer
4 14 (12.61%) C++ Software Engineer
5 13 (11.71%) Java Engineer
6 12 (10.81%) Machine Learning Engineer
7 9 (8.11%) C++ Developer
7 9 (8.11%) Computer Engineer
7 9 (8.11%) Graduate
7 9 (8.11%) Java Software Engineer
8 8 (7.21%) C++ Software Developer
8 8 (7.21%) Developer/Software Engineer
8 8 (7.21%) Java Developer
9 6 (5.41%) Data Scientist
9 6 (5.41%) Hardware Engineer
9 6 (5.41%) Research Engineer
9 6 (5.41%) Windows Engineer
10 5 (4.50%) C# Software Engineer
10 5 (4.50%) C++/Java Developer
11 4 (3.60%) Programmer
Libraries, Frameworks & Software Standards
1 24 (21.62%) .NET
1 24 (21.62%) ASP.NET
2 5 (4.50%) XML
3 4 (3.60%) AngularJS
3 4 (3.60%) CSS
3 4 (3.60%) HTML
3 4 (3.60%) Natural Language Processing
3 4 (3.60%) Node.js
4 2 (1.80%) RESTful
4 2 (1.80%) Web Services
5 1 (0.90%) CSS3
5 1 (0.90%) D3.js
5 1 (0.90%) Direct3D
5 1 (0.90%) Ember.js
5 1 (0.90%) HTML5
5 1 (0.90%) LLVM
5 1 (0.90%) OpenCL
5 1 (0.90%) OpenGL
5 1 (0.90%) OpenGL ES
5 1 (0.90%) React
Miscellaneous
1 64 (57.66%) Algorithms
2 62 (55.86%) Mathematics
3 54 (48.65%) Computer Science
4 47 (42.34%) Physics
5 33 (29.73%) Artificial Intelligence
6 20 (18.02%) Augmented Reality
7 9 (8.11%) Analytical Skills
8 7 (6.31%) Digital Media
9 6 (5.41%) Field-Programmable Gate Array
9 6 (5.41%) Neural Network
9 6 (5.41%) Statistics
10 5 (4.50%) User Experience
11 3 (2.70%) Device Driver
12 1 (0.90%) Clustering
12 1 (0.90%) Life Science
12 1 (0.90%) Online Games
12 1 (0.90%) Private Cloud
Operating Systems
1 11 (9.91%) Windows
2 8 (7.21%) Linux
3 5 (4.50%) Unix
4 1 (0.90%) Android
Processes & Methodologies
1 39 (35.14%) Software Engineering
2 23 (20.72%) Deep Learning
3 22 (19.82%) Multithreading
4 21 (18.92%) Distributed Algorithms
5 10 (9.01%) Analytics
6 9 (8.11%) Agile Software Development
7 8 (7.21%) Computer Vision
7 8 (7.21%) Image Processing
8 7 (6.31%) Prototyping
9 6 (5.41%) Business Intelligence
9 6 (5.41%) Coaching
9 6 (5.41%) Data Modelling
9 6 (5.41%) ETL
9 6 (5.41%) FPGA Design
9 6 (5.41%) Mentoring
9 6 (5.41%) Signal Processing
9 6 (5.41%) Video Processing
10 5 (4.50%) OO
11 3 (2.70%) OOP
11 3 (2.70%) Scrum
Programming Languages
1 81 (72.97%) C++
2 77 (69.37%) Python
3 65 (58.56%) Java
4 59 (53.15%) C#
5 47 (42.34%) C
6 16 (14.41%) MATLAB
7 10 (9.01%) JavaScript
8 7 (6.31%) R
9 6 (5.41%) Perl
9 6 (5.41%) Tcl
9 6 (5.41%) VBA
10 5 (4.50%) PL/SQL
10 5 (4.50%) SQL
11 3 (2.70%) Scala
11 3 (2.70%) TypeScript
12 2 (1.80%) Bash Shell
12 2 (1.80%) PowerShell
13 1 (0.90%) Objective-C
Qualifications
1 49 (44.14%) Degree
1 49 (44.14%) PhD
Quality Assurance & Compliance
1 9 (8.11%) QA
Vendors
1 5 (4.50%) Oracle
2 3 (2.70%) Apple
3 2 (1.80%) SAP
4 1 (0.90%) Cognos
4 1 (0.90%) Hyperion
4 1 (0.90%) Tableau
4 1 (0.90%) Vertica
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 7 hours ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £Top plus full benefits package
Posted: 2 hours ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £80000 per annum + bens
Posted: Yesterday
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £25000 - £55000 per annum + Excellent Base+Benefits
Posted: 9 hours ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £55k DoE + excellent bens
Posted: Yesterday
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £70000 - £80000 per annum + bens
Posted: Yesterday
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £35000 - £40000 per annum + stock options.
Posted: Yesterday
Cambridge
ECM Selection
Salary: £Excellent + top benefits package
Posted: 4 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent + top benefits package
Posted: 4 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £30000 - £50000 per annum + Excellent Base+Benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent plus benefits incl. stock
Posted: 5 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £50k DoE plus stock options
Posted: 5 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE + options
Posted: 7 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: From £33,000 to £45,000 per annum benefits
Posted: 6 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE + options
Posted: 4 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £40000 - £65000 per annum + Great Benefits Package
Posted: 6 days ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £40,000 to £60,000 per day Stock Options + More
Posted: 4 days ago
Cambridge
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: 12 days ago
Cambridge
The Wellcome Trust Sanger Institute
Salary: £38989 - £49602 per annum + excellent benefits
Posted: 11 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £60k DoE + options
Posted: 11 days ago
Cambridge, Cambridgeshire
Wellcome Trust Sanger Institute
Posted: 26 days ago