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 23 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Feb 2017
Same period 2016 Same period 2015
Machine Learning
Cambridgeshire / Cambridge
Rank 34 94 116
Rank change year-on-year
+60 +22
Permanent jobs citing Machine Learning 89 21 6
As % of all permanent IT jobs located in Cambridge 7.52% 1.37% 0.37%
As % of the Processes & Methodologies category 8.35% 1.52% 0.44%
Number of salaries quoted 59 18 4
Median salary £55,000 £47,500 £38,564
Median salary % change year-on-year
+15.78% +23.17%
90% offered a salary of more than £27,500 £25,000 £37,819
10% offered a salary of more than £76,000 £77,500 £43,069
UK excluding London median salary £51,000 £55,000 £45,000
% change year-on-year
-7.27% +22.22%

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
1066 1381 1377
As % of all permanent IT jobs located in Cambridge 90.03% 90.14% 85.11%
Number of salaries quoted 872 1052 1093
Median salary £45,000 £44,500 £42,500
Median salary % change year-on-year
+1.12% +4.70%
90% offered a salary of more than £30,000 £31,500 £30,000
10% offered a salary of more than £70,000 £56,400 £62,500
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 23 February 2017.

Machine Learning Salary Histogram in Cambridge

Machine Learning
Top 30 Related IT Skills in Cambridge

For the 6 months to 23 February 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 99 (73.88%) C++
2 95 (70.90%) Python
3 79 (58.96%) Java
4 76 (56.72%) Mathematics
4 76 (56.72%) Algorithms
5 74 (55.22%) PhD
6 71 (52.99%) C#
7 53 (39.55%) Physics
7 53 (39.55%) Degree
8 51 (38.06%) Computer Science
9 49 (36.57%) Software Engineering
10 48 (35.82%) Artificial Intelligence
11 47 (35.07%) C
12 30 (22.39%) Deep Learning
13 29 (21.64%) .NET
14 25 (18.66%) ASP.NET
14 25 (18.66%) Augmented Reality
15 24 (17.91%) Multithreading
16 23 (17.16%) Distributed Algorithms
17 21 (15.67%) Reinforcement Learning
18 20 (14.93%) MATLAB
19 18 (13.43%) Linux
20 15 (11.19%) Windows
21 14 (10.45%) Computer Vision
22 11 (8.21%) Neural Network
22 11 (8.21%) Image Processing
23 10 (7.46%) Analytics
23 10 (7.46%) Big Data
23 10 (7.46%) Agile Software Development
23 10 (7.46%) JavaScript

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 (5.22%) Apache Spark
2 4 (2.99%) DNN
3 2 (1.49%) OpenStack
Applications
1 2 (1.49%) MS Excel
Business Applications
1 1 (0.75%) Oracle BPM
Cloud Services
1 2 (1.49%) Amazon AWS
2 1 (0.75%) Cloud Computing
2 1 (0.75%) SaaS
Communications & Networking
1 3 (2.24%) TCP/IP
Database & Business Intelligence
1 10 (7.46%) Big Data
2 6 (4.48%) BusinessObjects
2 6 (4.48%) Data Mining
2 6 (4.48%) Lumira
2 6 (4.48%) Oracle BI EE
2 6 (4.48%) Spotfire
3 4 (2.99%) Relational Database
4 2 (1.49%) Apache Hive
4 2 (1.49%) Hadoop
4 2 (1.49%) PostgreSQL
5 1 (0.75%) Data Warehouse
5 1 (0.75%) SAP BW
Development Applications
1 5 (3.73%) Oracle APEX
2 4 (2.99%) Git (software)
2 4 (2.99%) Selenium
3 2 (1.49%) Clang
3 2 (1.49%) GCC
4 1 (0.75%) JIRA
4 1 (0.75%) JMeter
4 1 (0.75%) JUnit
4 1 (0.75%) LoadRunner
4 1 (0.75%) NUnit
4 1 (0.75%) YouTrack
General
1 7 (5.22%) Games
2 5 (3.73%) Pharmaceutical
2 5 (3.73%) Telecoms
3 3 (2.24%) Finance
3 3 (2.24%) French Language
3 3 (2.24%) Italian Language
3 3 (2.24%) Spanish Language
4 1 (0.75%) Banking
4 1 (0.75%) Manufacturing
4 1 (0.75%) Marketing
4 1 (0.75%) Military
Job Titles
1 45 (33.58%) Developer
2 37 (27.61%) Software Developer
3 36 (26.87%) Software Engineer
4 23 (17.16%) Mathematical Developer
5 21 (15.67%) Graduate
6 18 (13.43%) C++ Software Engineer
7 15 (11.19%) Java Engineer
8 13 (9.70%) Computer Engineer
8 13 (9.70%) Machine Learning Engineer
9 11 (8.21%) C++ Developer
10 10 (7.46%) C++ Software Developer
10 10 (7.46%) Java Software Engineer
11 9 (6.72%) Research Engineer
12 6 (4.48%) Data Scientist
12 6 (4.48%) Developer/Software Engineer
12 6 (4.48%) Graduate Software Engineer
12 6 (4.48%) Hardware Engineer
12 6 (4.48%) Java Developer
12 6 (4.48%) Python Software Engineer
12 6 (4.48%) Windows Engineer
Libraries, Frameworks & Software Standards
1 29 (21.64%) .NET
2 25 (18.66%) ASP.NET
3 7 (5.22%) Theano
4 5 (3.73%) OpenCV
4 5 (3.73%) Unity (Game Engine)
4 5 (3.73%) XML
5 4 (2.99%) AngularJS
5 4 (2.99%) CSS
5 4 (2.99%) HTML
5 4 (2.99%) Natural Language Processing
5 4 (2.99%) Node.js
6 2 (1.49%) D3.js
6 2 (1.49%) Direct3D
6 2 (1.49%) LLVM
6 2 (1.49%) OpenCL
6 2 (1.49%) OpenGL
6 2 (1.49%) OpenGL ES
6 2 (1.49%) RESTful
6 2 (1.49%) TensorFlow
7 1 (0.75%) React
Miscellaneous
1 76 (56.72%) Algorithms
2 51 (38.06%) Computer Science
3 25 (18.66%) Augmented Reality
4 7 (5.22%) Analytical Skills
5 6 (4.48%) Field-Programmable Gate Array
6 5 (3.73%) User Experience
7 4 (2.99%) Digital Media
8 3 (2.24%) Device Driver
9 1 (0.75%) 3D Graphics
9 1 (0.75%) Client/Server
9 1 (0.75%) Clustering
9 1 (0.75%) Embedded Systems
9 1 (0.75%) Life Science
9 1 (0.75%) Online Games
9 1 (0.75%) Private Cloud
Operating Systems
1 18 (13.43%) Linux
2 15 (11.19%) Windows
3 6 (4.48%) Unix
4 2 (1.49%) Android
Processes & Methodologies
1 76 (56.72%) Mathematics
2 53 (39.55%) Physics
3 49 (36.57%) Software Engineering
4 48 (35.82%) Artificial Intelligence
5 30 (22.39%) Deep Learning
6 24 (17.91%) Multithreading
7 23 (17.16%) Distributed Algorithms
8 21 (15.67%) Reinforcement Learning
9 14 (10.45%) Computer Vision
10 11 (8.21%) Image Processing
10 11 (8.21%) Neural Network
11 10 (7.46%) Agile Software Development
11 10 (7.46%) Analytics
12 8 (5.97%) Statistics
13 7 (5.22%) Signal Processing
14 6 (4.48%) Coaching
14 6 (4.48%) FPGA Design
14 6 (4.48%) Mentoring
14 6 (4.48%) Prototyping
14 6 (4.48%) Video Processing
Programming Languages
1 99 (73.88%) C++
2 95 (70.90%) Python
3 79 (58.96%) Java
4 71 (52.99%) C#
5 47 (35.07%) C
6 20 (14.93%) MATLAB
7 10 (7.46%) JavaScript
8 9 (6.72%) Scala
9 8 (5.97%) R
10 6 (4.48%) Perl
10 6 (4.48%) Tcl
10 6 (4.48%) VBA
11 5 (3.73%) PL/SQL
11 5 (3.73%) SQL
12 3 (2.24%) TypeScript
13 1 (0.75%) Assembly Language
13 1 (0.75%) Bash Shell
13 1 (0.75%) Embedded C
13 1 (0.75%) Fortran
13 1 (0.75%) PowerShell
Qualifications
1 74 (55.22%) PhD
2 53 (39.55%) Degree
Quality Assurance & Compliance
1 9 (6.72%) QA
Vendors
1 5 (3.73%) Oracle
2 2 (1.49%) SAP
2 2 (1.49%) Tableau
3 1 (0.75%) Cognos
3 1 (0.75%) Hyperion
3 1 (0.75%) Vertica
Cambridge, Cambridgeshire
Hanover Recruitment
Salary: £70000.00 per annum + Bonus and Shares
Posted: Yesterday
Cambridge, Cambridgeshire
Empiric.com
Salary: From £25,000 to £35,000 per annum
Posted: Yesterday
Cambridge, Cambridgeshire
Empiric.com
Salary: From £33,000 to £45,000 per annum benefits
Posted: Yesterday
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Stott & May
Salary: £50000 - £65000 per annum + stock options
Posted: 3 days ago
Cambridge
Centrica
Salary: Competitive
Posted: 3 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £65000 - £75000 per annum + bens
Posted: 3 days ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £30,000 to £50,000 per annum Stock Options + More
Posted: 2 days ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £30,000 to £60,000 per annum Stock Options + More
Posted: 2 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £75000 - £85000 per annum + bens
Posted: 3 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent
Posted: 2 days ago
Cambridge, UK
Amazon - Evi Technologies Limited
Salary: Highly Competitive Salary, Amazon restricted stock units and benefits package
Posted: 9 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £50k DoE
Posted: 21 days ago
Cambridge, UK
Amazon
Salary: Highly Competitive Graduate Salary
Posted: 27 days ago