The following table provides summary statistics for permanent job vacancies advertised in Oxford 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 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Machine Learning
Oxfordshire / Oxford
Rank 40 43 64
Rank change year-on-year +3 +21  
Permanent jobs citing Machine Learning 37 31 14
As % of all permanent IT jobs advertised in Oxford 5.35% 4.78% 2.00%
As % of the Processes & Methodologies category 6.16% 5.59% 2.23%
Number of salaries quoted 36 28 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 £42,500 £41,750 £32,500
10% offered a salary of more than £70,000 £58,150 £61,750
UK excluding London median salary £52,500 £53,250 £48,750
% change year-on-year -1.40% +9.23%  

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 Oxford with a requirement for process and methodology skills.

Process & Methodology Skills
Oxford
Permanent job vacancies with a requirement for process and methodology skills 601 555 627
As % of all permanent IT job vacancies advertised in Oxford 86.98% 85.52% 89.44%
Number of salaries quoted 513 493 508
Median salary £42,500 £50,000 £45,000
Median salary % change year-on-year -15.00% +11.11%  
90% offered a salary of more than £32,500 £32,500 £32,000
10% offered a salary of more than £67,500 £75,000 £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 Oxford

The job posting trend of jobs advertised in Oxford 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 Oxford

Machine Learning
Salary Trend in Oxford

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

Salary trend for Machine Learning in Oxford

Machine Learning
Salary Histogram in Oxford

The salary distribution of IT jobs citing Machine Learning in Oxford over the 3 months to 26 March 2017.

Salary histogram for Machine Learning in Oxford

Machine Learning
Top 30 Related IT Skills in Oxford

For the 6 months to 26 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 Oxford region with a requirement for Machine Learning.

1 55 (66.27%) Python
2 52 (62.65%) C++
2 52 (62.65%) Algorithms
3 48 (57.83%) PhD
3 48 (57.83%) Physics
4 47 (56.63%) Degree
5 38 (45.78%) MATLAB
6 36 (43.37%) Software Engineering
7 34 (40.96%) Computer Science
8 30 (36.14%) R
9 28 (33.73%) Mathematics
10 26 (31.33%) Java
11 24 (28.92%) Git (software)
12 23 (27.71%) Boost C++ Libraries
12 23 (27.71%) OpenCV
12 23 (27.71%) STL
12 23 (27.71%) Computer Vision
13 22 (26.51%) Automotive
13 22 (26.51%) Robotics
14 21 (25.30%) C#
15 20 (24.10%) Ruby
15 20 (24.10%) Multithreading
16 16 (19.28%) Big Data
17 15 (18.07%) Signal Processing
18 13 (15.66%) CUDA
18 13 (15.66%) Unit Testing
18 13 (15.66%) Linux
18 13 (15.66%) OpenGL
19 12 (14.46%) C
19 12 (14.46%) Agile Software Development

Machine Learning
Top Related IT Skills in Oxford 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 3 (3.61%) Apache Spark
2 2 (2.41%) Apache
3 1 (1.20%) Apache Pig
3 1 (1.20%) Apache Solr
Applications
1 12 (14.46%) GNU Octave
Cloud Services
1 4 (4.82%) Amazon AWS
2 1 (1.20%) Heroku
2 1 (1.20%) Microsoft Azure
2 1 (1.20%) SaaS
Communications & Networking
1 1 (1.20%) Bluetooth
Database & Business Intelligence
1 16 (19.28%) Big Data
2 4 (4.82%) Data Mining
2 4 (4.82%) MongoDB
2 4 (4.82%) NoSQL
3 2 (2.41%) Hadoop
4 1 (1.20%) HBase
4 1 (1.20%) PostgreSQL
4 1 (1.20%) Spotfire
Development Applications
1 24 (28.92%) Git (software)
2 11 (13.25%) CMake
3 10 (12.05%) Subversion
4 1 (1.20%) TeamCity
4 1 (1.20%) Visual Studio
General
1 22 (26.51%) Automotive
2 11 (13.25%) Finance
3 1 (1.20%) Electronics
3 1 (1.20%) Marketing
3 1 (1.20%) Pharmaceutical
3 1 (1.20%) Publishing
3 1 (1.20%) Telecoms
Job Titles
1 36 (43.37%) Developer
2 17 (20.48%) Research Engineer
2 17 (20.48%) Software Developer
3 13 (15.66%) C++ Developer
4 12 (14.46%) Computer Engineer
4 12 (14.46%) Computer Vision Engineer
5 11 (13.25%) C++ Software Developer
5 11 (13.25%) Programme Manager
5 11 (13.25%) Project Engineer
6 9 (10.84%) Algorithm Engineer
6 9 (10.84%) C# Developer
6 9 (10.84%) C# Software Developer
6 9 (10.84%) Development Engineer
7 7 (8.43%) Java Developer
8 6 (7.23%) Data Scientist
8 6 (7.23%) Java Engineer
9 5 (6.02%) Machine Learning Developer
10 4 (4.82%) Machine Learning Engineer
10 4 (4.82%) Software Engineer
11 3 (3.61%) Big Data Engineer
Libraries, Frameworks & Software Standards
1 23 (27.71%) Boost C++ Libraries
1 23 (27.71%) OpenCV
1 23 (27.71%) STL
2 13 (15.66%) OpenGL
3 12 (14.46%) Natural Language Processing
3 12 (14.46%) OpenCL
4 3 (3.61%) Node.js
5 2 (2.41%) AngularJS
5 2 (2.41%) D3.js
6 1 (1.20%) CSS
6 1 (1.20%) DirectX
6 1 (1.20%) HTML
6 1 (1.20%) Qt
Miscellaneous
1 52 (62.65%) Algorithms
2 34 (40.96%) Computer Science
3 22 (26.51%) Robotics
4 13 (15.66%) CUDA
5 11 (13.25%) Analytical Skills
5 11 (13.25%) Embedded Systems
5 11 (13.25%) GPGPU
6 1 (1.20%) Arduino
6 1 (1.20%) Credit Risk
6 1 (1.20%) Data Structures
6 1 (1.20%) Life Science
6 1 (1.20%) NHS
Operating Systems
1 13 (15.66%) Linux
2 3 (3.61%) Windows
3 1 (1.20%) Android
3 1 (1.20%) Apple iOS
3 1 (1.20%) Ubuntu
3 1 (1.20%) Unix
Processes & Methodologies
1 48 (57.83%) Physics
2 36 (43.37%) Software Engineering
3 28 (33.73%) Mathematics
4 23 (27.71%) Computer Vision
5 20 (24.10%) Multithreading
6 15 (18.07%) Signal Processing
7 13 (15.66%) Unit Testing
8 12 (14.46%) Agile Software Development
9 11 (13.25%) Image Processing
9 11 (13.25%) Portfolio Management
9 11 (13.25%) Project Management
9 11 (13.25%) Requirements Management
9 11 (13.25%) Revenue Recognition
10 10 (12.05%) Analytics
10 10 (12.05%) Artificial Intelligence
10 10 (12.05%) Distributed Algorithms
11 9 (10.84%) Data Modelling
11 9 (10.84%) Logistics
12 3 (3.61%) Data Analysis
12 3 (3.61%) Web Analytics
Programming Languages
1 55 (66.27%) Python
2 52 (62.65%) C++
3 38 (45.78%) MATLAB
4 30 (36.14%) R
5 26 (31.33%) Java
6 21 (25.30%) C#
7 20 (24.10%) Ruby
8 12 (14.46%) C
9 9 (10.84%) SQL
10 3 (3.61%) JavaScript
11 1 (1.20%) Objective-C
11 1 (1.20%) Perl
11 1 (1.20%) PHP
11 1 (1.20%) Scala
11 1 (1.20%) VB
Qualifications
1 48 (57.83%) PhD
2 47 (56.63%) Degree
Quality Assurance & Compliance
1 1 (1.20%) ISO13485
System Software
1 1 (1.20%) Firmware
Systems Management
1 1 (1.20%) Ansible
1 1 (1.20%) Opscode Chef
1 1 (1.20%) Puppet
Vendors
1 1 (1.20%) Rackspace
Oxford, Oxfordshire
Understanding Recruitment
Salary: £10000 - £130000 per annum + Equity
Posted: 6 days ago
Oxford, Oxfordshire
Corriculo
Salary: From £40,000 to £70,000 per annum
Posted: 4 days ago
Oxford
CPS Group Limited
Salary: £60000 per annum
Posted: 10 days ago
Oxford
G2 Recruitment Solutions
Salary: £NEG
Posted: 18 days ago