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

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Machine Learning
East of England / Cambridgeshire
Rank 49 110 130
Rank change year-on-year
+61 +20
Permanent jobs citing Machine Learning 90 21 6
As % of all permanent IT jobs located in Cambridgeshire 5.36% 0.99% 0.27%
As % of the Processes & Methodologies category 6.11% 1.13% 0.32%
Number of salaries quoted 59 18 4
Median salary £57,500 £47,500 £38,564
Median salary % change year-on-year
+21.05% +23.17%
90% offered a salary of more than £27,500 £25,000 £37,819
10% offered a salary of more than £80,000 £77,500 £43,069
UK excluding London median salary £52,000 £55,000 £45,000
% change year-on-year
-5.45% +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 Cambridgeshire region.

Processes & Methodologies Category
Cambridgeshire
Permanent IT job ads with a match in the
Processes & Methodologies category
1474 1864 1903
As % of all permanent IT jobs located in Cambridgeshire 87.74% 87.92% 85.18%
Number of salaries quoted 1198 1431 1545
Median salary £46,614 £44,000 £45,000
Median salary % change year-on-year
+5.94% -2.22%
90% offered a salary of more than £30,000 £31,350 £30,000
10% offered a salary of more than £67,500 £62,500 £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 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 27 February 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 27 February 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 +60 90 £57,500 +21.05% 23
Machine Learning
East of England

Machine Learning
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 27 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 Cambridgeshire region with a requirement for Machine Learning.

1 99 (72.79%) C++
2 98 (72.06%) Python
3 79 (58.09%) Java
4 78 (57.35%) Algorithms
5 77 (56.62%) Mathematics
6 76 (55.88%) PhD
7 71 (52.21%) C#
8 53 (38.97%) Degree
8 53 (38.97%) Physics
9 50 (36.76%) Computer Science
10 49 (36.03%) Artificial Intelligence
10 49 (36.03%) Software Engineering
11 47 (34.56%) C
12 31 (22.79%) Deep Learning
13 29 (21.32%) .NET
14 26 (19.12%) Augmented Reality
15 25 (18.38%) ASP.NET
16 24 (17.65%) Multithreading
17 23 (16.91%) Distributed Algorithms
17 23 (16.91%) Reinforcement Learning
18 21 (15.44%) MATLAB
19 18 (13.24%) Linux
20 15 (11.03%) Computer Vision
21 14 (10.29%) Windows
22 11 (8.09%) Neural Network
22 11 (8.09%) Image Processing
23 10 (7.35%) JavaScript
23 10 (7.35%) Scala
23 10 (7.35%) Big Data
24 9 (6.62%) Analytics

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 8 (5.88%) Apache Spark
2 4 (2.94%) DNN
3 2 (1.47%) OpenStack
4 1 (0.74%) Elasticsearch
4 1 (0.74%) Jupyter
Applications
1 2 (1.47%) MS Excel
Business Applications
1 1 (0.74%) Oracle BPM
Cloud Services
1 2 (1.47%) Amazon AWS
2 1 (0.74%) Cloud Computing
2 1 (0.74%) SaaS
Communications & Networking
1 3 (2.21%) TCP/IP
Database & Business Intelligence
1 10 (7.35%) Big Data
2 6 (4.41%) BusinessObjects
2 6 (4.41%) Data Mining
2 6 (4.41%) Lumira
2 6 (4.41%) Oracle BI EE
2 6 (4.41%) Spotfire
3 4 (2.94%) Relational Database
4 2 (1.47%) Apache Hive
4 2 (1.47%) Hadoop
4 2 (1.47%) PostgreSQL
5 1 (0.74%) Apache Cassandra
5 1 (0.74%) Data Warehouse
5 1 (0.74%) MySQL
5 1 (0.74%) SAP BW
Development Applications
1 5 (3.68%) Oracle APEX
2 4 (2.94%) Git (software)
3 3 (2.21%) Selenium
4 2 (1.47%) Clang
4 2 (1.47%) GCC
General
1 8 (5.88%) Games
2 5 (3.68%) Pharmaceutical
2 5 (3.68%) Telecoms
3 3 (2.21%) French Language
3 3 (2.21%) Italian Language
3 3 (2.21%) Spanish Language
4 2 (1.47%) Finance
5 1 (0.74%) Banking
5 1 (0.74%) Manufacturing
5 1 (0.74%) Marketing
5 1 (0.74%) Military
Job Titles
1 45 (33.09%) Developer
2 38 (27.94%) Software Developer
3 37 (27.21%) Software Engineer
4 23 (16.91%) Mathematical Developer
5 21 (15.44%) Graduate
6 18 (13.24%) C++ Software Engineer
7 14 (10.29%) Computer Engineer
7 14 (10.29%) Java Engineer
7 14 (10.29%) Machine Learning Engineer
8 10 (7.35%) C++ Developer
8 10 (7.35%) C++ Software Developer
8 10 (7.35%) Java Software Engineer
9 9 (6.62%) Research Engineer
10 7 (5.15%) Data Scientist
10 7 (5.15%) Developer/Software Engineer
11 6 (4.41%) Graduate Software Engineer
11 6 (4.41%) Hardware Engineer
11 6 (4.41%) Python Software Engineer
11 6 (4.41%) Windows Engineer
12 5 (3.68%) Graduate Java Engineer
Libraries, Frameworks & Software Standards
1 29 (21.32%) .NET
2 25 (18.38%) ASP.NET
3 7 (5.15%) Theano
4 6 (4.41%) Unity (Game Engine)
5 5 (3.68%) OpenCV
5 5 (3.68%) XML
6 4 (2.94%) AngularJS
6 4 (2.94%) CSS
6 4 (2.94%) HTML
6 4 (2.94%) Natural Language Processing
6 4 (2.94%) Node.js
7 2 (1.47%) D3.js
7 2 (1.47%) Direct3D
7 2 (1.47%) LLVM
7 2 (1.47%) NumPy
7 2 (1.47%) OpenCL
7 2 (1.47%) OpenGL
7 2 (1.47%) OpenGL ES
7 2 (1.47%) RESTful
7 2 (1.47%) TensorFlow
Miscellaneous
1 78 (57.35%) Algorithms
2 50 (36.76%) Computer Science
3 26 (19.12%) Augmented Reality
4 7 (5.15%) Analytical Skills
5 6 (4.41%) Field-Programmable Gate Array
6 5 (3.68%) User Experience
7 4 (2.94%) Digital Media
8 3 (2.21%) Device Driver
9 2 (1.47%) 3D Graphics
10 1 (0.74%) Client/Server
10 1 (0.74%) Clustering
10 1 (0.74%) Embedded Systems
10 1 (0.74%) Life Science
10 1 (0.74%) Online Games
10 1 (0.74%) Private Cloud
Operating Systems
1 18 (13.24%) Linux
2 14 (10.29%) Windows
3 6 (4.41%) Unix
4 2 (1.47%) Android
Processes & Methodologies
1 77 (56.62%) Mathematics
2 53 (38.97%) Physics
3 49 (36.03%) Artificial Intelligence
3 49 (36.03%) Software Engineering
4 31 (22.79%) Deep Learning
5 24 (17.65%) Multithreading
6 23 (16.91%) Distributed Algorithms
6 23 (16.91%) Reinforcement Learning
7 15 (11.03%) Computer Vision
8 11 (8.09%) Image Processing
8 11 (8.09%) Neural Network
9 9 (6.62%) Agile Software Development
9 9 (6.62%) Analytics
9 9 (6.62%) Statistics
10 8 (5.88%) Signal Processing
11 7 (5.15%) Prototyping
12 6 (4.41%) Coaching
12 6 (4.41%) FPGA Design
12 6 (4.41%) Mentoring
12 6 (4.41%) Video Processing
Programming Languages
1 99 (72.79%) C++
2 98 (72.06%) Python
3 79 (58.09%) Java
4 71 (52.21%) C#
5 47 (34.56%) C
6 21 (15.44%) MATLAB
7 10 (7.35%) JavaScript
7 10 (7.35%) Scala
8 9 (6.62%) R
9 6 (4.41%) Perl
9 6 (4.41%) Tcl
9 6 (4.41%) VBA
10 5 (3.68%) PL/SQL
10 5 (3.68%) SQL
11 3 (2.21%) TypeScript
12 2 (1.47%) Fortran
13 1 (0.74%) Assembly Language
13 1 (0.74%) Bash Shell
13 1 (0.74%) Embedded C
Qualifications
1 76 (55.88%) PhD
2 53 (38.97%) Degree
Quality Assurance & Compliance
1 8 (5.88%) QA
Vendors
1 5 (3.68%) Oracle
2 2 (1.47%) SAP
2 2 (1.47%) Tableau
3 1 (0.74%) Cognos
3 1 (0.74%) Hyperion
3 1 (0.74%) Vertica
Cambridge, Cambridgeshire
Client Server
Salary: £80k to £100k + benefits
Posted: 2 hours ago
Cambridge
Client Server
Salary: £80000 - £100000 per annum + benefits
Posted: 14 hours ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £65000 - £75000 per annum + bens
Posted: 9 hours ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £75000 - £85000 per annum + bens
Posted: 9 hours ago
Peterborough, Cambridgeshire
Maclean Moore Consulting
Salary: From £30,000 to £40,000 per annum plus great benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £75000 - £85000 per annum + bens
Posted: Yesterday
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: Benefits
Posted: 3 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 £50k DoE
Posted: 3 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent + benefits + options
Posted: 3 days ago
Cambridge, Cambridgeshire
Hanover Recruitment
Salary: £70000.00 per annum + Bonus and Shares
Posted: 5 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 6 days ago
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: Benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: From £25,000 to £35,000 per annum
Posted: 5 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 6 days ago
Cambridge, Cambridgeshire
Empiric.com
Salary: From £33,000 to £45,000 per annum benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Computer People
Salary: Benefits
Posted: 6 days ago
Cambridge
Centrica
Salary: Competitive
Posted: 7 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 6 days ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £30,000 to £50,000 per annum Stock Options + More
Posted: 6 days ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £50,000 to £70,000 per annum Pension + Stock + More
Posted: 3 days ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £30,000 to £60,000 per annum Stock Options + More
Posted: 6 days ago
Cambridge, UK
Amazon - Evi Technologies Limited
Salary: Highly Competitive Salary, Amazon restricted stock units and benefits package
Posted: 13 days ago