The following table provides summary statistics for permanent job vacancies advertised in Oxfordshire 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
South East / Oxfordshire
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 68 82 102
Rank change year-on-year +14 +20  
Permanent jobs citing Machine Learning 46 40 14
As % of all permanent IT jobs advertised in Oxfordshire 3.25% 2.76% 1.02%
As % of the Processes & Methodologies category 3.71% 3.21% 1.16%
Number of salaries quoted 45 36 14
Median salary £50,000 £55,000 £35,000
Median salary % change year-on-year -9.09% +57.14%  
90% offered a salary of more than £29,400 £40,000 £32,500
10% offered a salary of more than £70,000 £57,500 £60,000
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 Oxfordshire with a requirement for process and methodology skills.

Process & Methodology Skills
Oxfordshire
Permanent job vacancies with a requirement for process and methodology skills 1239 1248 1210
As % of all permanent IT job vacancies advertised in Oxfordshire 87.44% 86.19% 88.39%
Number of salaries quoted 1054 1061 974
Median salary £46,000 £47,500 £45,000
Median salary % change year-on-year -3.15% +5.55%  
90% offered a salary of more than £30,000 £32,500 £30,000
10% offered a salary of more than £67,500 £65,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Machine Learning
Job Vacancy Trend in Oxfordshire

The job posting trend of jobs advertised in Oxfordshire 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 Oxfordshire

Machine Learning
Salary Trend in Oxfordshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Machine Learning in Oxfordshire.

Salary trend for Machine Learning in Oxfordshire

Machine Learning
Salary Histogram in Oxfordshire

The salary distribution of IT jobs citing Machine Learning in Oxfordshire over the 3 months to 29 March 2017.

Salary histogram for Machine Learning in Oxfordshire

Machine Learning
Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Machine Learning within the Oxfordshire 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
Oxford +7 37 £50,000 -9.09% 5
Kidlington - 1 £65,000 -
Machine Learning
South East

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 Oxfordshire region with a requirement for Machine Learning.

1 61 (61.62%) Python
2 56 (56.57%) Algorithms
3 54 (54.55%) C++
4 51 (51.52%) PhD
5 49 (49.49%) Degree
5 49 (49.49%) Physics
6 39 (39.39%) Computer Science
7 38 (38.38%) MATLAB
8 36 (36.36%) Software Engineering
9 35 (35.35%) R
10 32 (32.32%) Java
11 31 (31.31%) Mathematics
11 31 (31.31%) Big Data
12 26 (26.26%) Git (software)
13 23 (23.23%) Robotics
13 23 (23.23%) Automotive
13 23 (23.23%) Computer Vision
14 22 (22.22%) OpenCV
14 22 (22.22%) STL
14 22 (22.22%) Ruby
14 22 (22.22%) Boost C++ Libraries
15 21 (21.21%) C#
16 20 (20.20%) SQL
16 20 (20.20%) Agile Software Development
16 20 (20.20%) Multithreading
17 15 (15.15%) Signal Processing
17 15 (15.15%) Natural Language Processing
18 13 (13.13%) CUDA
18 13 (13.13%) Project Management
18 13 (13.13%) OpenGL

Machine Learning
Co-occurring IT Skills in Oxfordshire 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 5 (5.05%) Apache Spark
2 4 (4.04%) Apache
2 4 (4.04%) Apache Solr
3 3 (3.03%) Apache Pig
4 2 (2.02%) Elasticsearch
4 2 (2.02%) Jetty
4 2 (2.02%) nginx
4 2 (2.02%) Tomcat
5 1 (1.01%) SAS
Applications
1 11 (11.11%) GNU Octave
Cloud Services
1 8 (8.08%) Microsoft Azure
2 4 (4.04%) Amazon AWS
3 2 (2.02%) SaaS
4 1 (1.01%) Heroku
Communications & Networking
1 1 (1.01%) Bluetooth
Database & Business Intelligence
1 31 (31.31%) Big Data
2 10 (10.10%) Hadoop
3 7 (7.07%) Data Warehouse
3 7 (7.07%) SQL Server
3 7 (7.07%) SQL Server Analysis Services
3 7 (7.07%) SQL Server Integration Services
3 7 (7.07%) SQL Server Reporting Services
3 7 (7.07%) Star Schema
4 4 (4.04%) Data Mining
4 4 (4.04%) MongoDB
4 4 (4.04%) NoSQL
5 2 (2.02%) Apache Cassandra
5 2 (2.02%) Apache Hive
5 2 (2.02%) Spark SQL
6 1 (1.01%) HBase
6 1 (1.01%) MySQL
6 1 (1.01%) PostgreSQL
6 1 (1.01%) Spotfire
Development Applications
1 26 (26.26%) Git (software)
2 12 (12.12%) Subversion
3 11 (11.11%) CMake
4 2 (2.02%) Gradle
4 2 (2.02%) Selenium
5 1 (1.01%) TeamCity
5 1 (1.01%) Visual Studio
General
1 23 (23.23%) Automotive
2 12 (12.12%) Finance
3 2 (2.02%) Marketing
4 1 (1.01%) Electronics
4 1 (1.01%) Pharmaceutical
4 1 (1.01%) Publishing
4 1 (1.01%) Telecoms
Job Titles
1 46 (46.46%) Developer
2 17 (17.17%) Research Engineer
2 17 (17.17%) Software Developer
3 13 (13.13%) C++ Developer
4 12 (12.12%) Programme Manager
4 12 (12.12%) Project Engineer
5 11 (11.11%) C++ Software Developer
5 11 (11.11%) Computer Engineer
5 11 (11.11%) Computer Vision Engineer
6 10 (10.10%) Big Data Developer
7 9 (9.09%) Algorithm Engineer
7 9 (9.09%) C# Developer
7 9 (9.09%) C# Software Developer
7 9 (9.09%) Development Engineer
7 9 (9.09%) Java Developer
8 8 (8.08%) Data Scientist
9 7 (7.07%) Business Intelligence Developer
9 7 (7.07%) Machine Learning Developer
10 6 (6.06%) Junior
10 6 (6.06%) Junior Developer
Libraries, Frameworks & Software Standards
1 22 (22.22%) Boost C++ Libraries
1 22 (22.22%) OpenCV
1 22 (22.22%) STL
2 15 (15.15%) Natural Language Processing
3 13 (13.13%) OpenGL
4 12 (12.12%) OpenCL
5 4 (4.04%) AngularJS
6 3 (3.03%) Node.js
7 2 (2.02%) .NET
7 2 (2.02%) D3.js
7 2 (2.02%) Lucene
7 2 (2.02%) RESTful
7 2 (2.02%) Spring
8 1 (1.01%) CSS
8 1 (1.01%) DirectX
8 1 (1.01%) HTML
8 1 (1.01%) Qt
Miscellaneous
1 56 (56.57%) Algorithms
2 39 (39.39%) Computer Science
3 23 (23.23%) Robotics
4 13 (13.13%) CUDA
5 12 (12.12%) Analytical Skills
5 12 (12.12%) Embedded Systems
6 11 (11.11%) GPGPU
7 2 (2.02%) Data Structures
8 1 (1.01%) Arduino
8 1 (1.01%) Credit Risk
8 1 (1.01%) Life Science
8 1 (1.01%) NHS
Operating Systems
1 13 (13.13%) Linux
2 3 (3.03%) Windows
3 1 (1.01%) Android
3 1 (1.01%) Apple iOS
3 1 (1.01%) Ubuntu
3 1 (1.01%) Unix
Processes & Methodologies
1 49 (49.49%) Physics
2 36 (36.36%) Software Engineering
3 31 (31.31%) Mathematics
4 23 (23.23%) Computer Vision
5 20 (20.20%) Agile Software Development
5 20 (20.20%) Multithreading
6 15 (15.15%) Signal Processing
7 13 (13.13%) Project Management
7 13 (13.13%) Unit Testing
8 12 (12.12%) Analytics
8 12 (12.12%) Artificial Intelligence
8 12 (12.12%) Portfolio Management
8 12 (12.12%) Requirements Management
8 12 (12.12%) Revenue Recognition
9 11 (11.11%) Distributed Algorithms
9 11 (11.11%) Image Processing
10 9 (9.09%) Data Modelling
10 9 (9.09%) Logistics
11 8 (8.08%) Business Intelligence
12 7 (7.07%) Migration
Programming Languages
1 61 (61.62%) Python
2 54 (54.55%) C++
3 38 (38.38%) MATLAB
4 35 (35.35%) R
5 32 (32.32%) Java
6 22 (22.22%) Ruby
7 21 (21.21%) C#
8 20 (20.20%) SQL
9 13 (13.13%) C
10 5 (5.05%) JavaScript
11 3 (3.03%) Scala
12 2 (2.02%) Bash Shell
13 1 (1.01%) Objective-C
13 1 (1.01%) Perl
13 1 (1.01%) PHP
13 1 (1.01%) VB
Qualifications
1 51 (51.52%) PhD
2 49 (49.49%) Degree
3 1 (1.01%) SAS Certification
Quality Assurance & Compliance
1 1 (1.01%) ISO13485
System Software
1 1 (1.01%) Firmware
Systems Management
1 1 (1.01%) Ansible
1 1 (1.01%) Opscode Chef
1 1 (1.01%) Puppet
Vendors
1 1 (1.01%) Rackspace
Oxford, Oxfordshire
Corriculo
Salary: From £40,000 to £70,000 per annum
Posted: 4 hours ago
Banbury, Oxfordshire
Auburn Rose
Salary: From £50,000 to £55,000 per annum + Benefits
Posted: Yesterday
Oxford, Oxfordshire
Understanding Recruitment
Salary: £50000 - £60000 per annum + bonus + equity
Posted: 2 days ago
Oxford, Oxfordshire
Corriculo
Salary: From £30,000 to £60,000 per annum
Posted: 2 days ago
Oxfordshire
Churchill Frank
Salary: £60000 - £70000 per annum + benefits
Posted: 10 days ago
Oxford
CPS Group Limited
Salary: £60000 per annum
Posted: 13 days ago
Oxford
G2 Recruitment Solutions
Salary: £NEG
Posted: 21 days ago