The table below looks at the statistics for Machine Learning skills in IT jobs advertised for the Oxford region. Included is a guide to the salaries offered in IT jobs that have cited Machine Learning over the 3 months to 25 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Machine Learning
Oxfordshire / Oxford
Rank 34 65 58
Rank change year-on-year
+31 -7
Permanent jobs citing Machine Learning 37 18 19
As % of all permanent IT jobs located in Oxford 5.70% 2.52% 2.56%
As % of the Processes & Methodologies category 6.53% 2.92% 2.87%
Number of salaries quoted 37 15 19
Median salary £47,500 £55,000 £60,000
Median salary % change year-on-year
-13.63% -8.33%
90% offered a salary of more than £42,500 £55,000 £32,500
10% offered a salary of more than £65,000 £55,000 £62,500
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 Oxford region.

Processes & Methodologies Category
Oxford
Permanent IT job ads with a match in the
Processes & Methodologies category
567 616 661
As % of all permanent IT jobs located in Oxford 87.37% 86.40% 89.08%
Number of salaries quoted 467 532 539
Median salary £42,500 £50,000 £47,500
Median salary % change year-on-year
-15.00% +5.26%
90% offered a salary of more than £31,500 £34,000 £32,500
10% offered a salary of more than £62,500 £72,500 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Machine Learning
Jobs Demand Trend in Oxford

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

Machine Learning Salary Trend in Oxford

Machine Learning
Salary Histogram in Oxford

This chart provides a salary histogram for IT jobs citing Machine Learning across the Oxford region over the 3 months to 25 February 2017.

Machine Learning Salary Histogram in Oxford

Machine Learning
Top 30 Related IT Skills in Oxford

For the 6 months to 25 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 Oxford region with a requirement for Machine Learning.

1 48 (62.34%) C++
2 45 (58.44%) Algorithms
3 43 (55.84%) Python
3 43 (55.84%) Physics
4 42 (54.55%) Degree
4 42 (54.55%) PhD
5 40 (51.95%) MATLAB
6 36 (46.75%) Software Engineering
7 28 (36.36%) STL
7 28 (36.36%) Computer Science
7 28 (36.36%) Boost C++ Libraries
7 28 (36.36%) Computer Vision
8 27 (35.06%) R
8 27 (35.06%) OpenCV
9 22 (28.57%) Git (software)
9 22 (28.57%) Robotics
9 22 (28.57%) Mathematics
9 22 (28.57%) Automotive
10 20 (25.97%) Java
11 18 (23.38%) C#
12 17 (22.08%) Signal Processing
12 17 (22.08%) Ruby
13 16 (20.78%) Agile Software Development
13 16 (20.78%) Multithreading
13 16 (20.78%) GNU Octave
14 14 (18.18%) Unit Testing
15 13 (16.88%) Linux
16 12 (15.58%) OpenGL
16 12 (15.58%) GPGPU
16 12 (15.58%) CUDA

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 (3.90%) Apache
1 3 (3.90%) Apache Solr
1 3 (3.90%) Apache Spark
Applications
1 16 (20.78%) GNU Octave
Cloud Services
1 5 (6.49%) Amazon AWS
2 1 (1.30%) Heroku
2 1 (1.30%) Microsoft Azure
2 1 (1.30%) SaaS
Database & Business Intelligence
1 10 (12.99%) Big Data
2 4 (5.19%) Data Mining
2 4 (5.19%) MongoDB
2 4 (5.19%) NoSQL
3 1 (1.30%) Hadoop
3 1 (1.30%) Spotfire
Development Applications
1 22 (28.57%) Git (software)
2 11 (14.29%) CMake
2 11 (14.29%) Subversion
3 1 (1.30%) TeamCity
General
1 22 (28.57%) Automotive
2 11 (14.29%) Finance
3 1 (1.30%) Marketing
3 1 (1.30%) Pharmaceutical
3 1 (1.30%) Publishing
Job Titles
1 33 (42.86%) Developer
2 19 (24.68%) Software Developer
3 18 (23.38%) Research Engineer
4 16 (20.78%) Computer Engineer
4 16 (20.78%) Computer Vision Engineer
5 12 (15.58%) C++ Developer
6 11 (14.29%) C++ Software Developer
6 11 (14.29%) Programme Manager
6 11 (14.29%) Project Engineer
7 10 (12.99%) C# Developer
7 10 (12.99%) C# Software Developer
8 6 (7.79%) Algorithm Engineer
8 6 (7.79%) Development Engineer
9 5 (6.49%) Data Scientist
10 4 (5.19%) Java Developer
10 4 (5.19%) Java Engineer
10 4 (5.19%) Machine Learning Developer
10 4 (5.19%) Machine Learning Engineer
11 3 (3.90%) MATLAB Developer
11 3 (3.90%) Software Engineer
Libraries, Frameworks & Software Standards
1 28 (36.36%) Boost C++ Libraries
1 28 (36.36%) STL
2 27 (35.06%) OpenCV
3 12 (15.58%) OpenCL
3 12 (15.58%) OpenGL
4 7 (9.09%) Natural Language Processing
5 3 (3.90%) AngularJS
5 3 (3.90%) Node.js
Miscellaneous
1 45 (58.44%) Algorithms
2 28 (36.36%) Computer Science
3 22 (28.57%) Robotics
4 12 (15.58%) CUDA
4 12 (15.58%) GPGPU
5 11 (14.29%) Embedded Systems
6 7 (9.09%) Analytical Skills
7 2 (2.60%) Data Structures
8 1 (1.30%) Credit Risk
8 1 (1.30%) NHS
8 1 (1.30%) Photography
Operating Systems
1 13 (16.88%) Linux
2 1 (1.30%) Ubuntu
2 1 (1.30%) Unix
2 1 (1.30%) Windows
Processes & Methodologies
1 43 (55.84%) Physics
2 36 (46.75%) Software Engineering
3 28 (36.36%) Computer Vision
4 22 (28.57%) Mathematics
5 17 (22.08%) Signal Processing
6 16 (20.78%) Agile Software Development
6 16 (20.78%) Multithreading
7 14 (18.18%) Unit Testing
8 11 (14.29%) Portfolio Management
8 11 (14.29%) Project Management
8 11 (14.29%) Requirements Management
8 11 (14.29%) Revenue Recognition
9 9 (11.69%) Analytics
9 9 (11.69%) Image Processing
10 6 (7.79%) Data Modelling
10 6 (7.79%) Logistics
11 5 (6.49%) Artificial Intelligence
11 5 (6.49%) Distributed Algorithms
12 4 (5.19%) Web Analytics
13 2 (2.60%) Web Development
Programming Languages
1 48 (62.34%) C++
2 43 (55.84%) Python
3 40 (51.95%) MATLAB
4 27 (35.06%) R
5 20 (25.97%) Java
6 18 (23.38%) C#
7 17 (22.08%) Ruby
8 8 (10.39%) SQL
9 6 (7.79%) C
10 3 (3.90%) JavaScript
11 1 (1.30%) Scala
Qualifications
1 42 (54.55%) Degree
1 42 (54.55%) PhD
Quality Assurance & Compliance
1 1 (1.30%) ISO13485
Systems Management
1 1 (1.30%) Ansible
1 1 (1.30%) Opscode Chef
1 1 (1.30%) Puppet
Vendors
1 1 (1.30%) Rackspace
Oxford, Oxfordshire
RedCat Solutions
Posted: Yesterday
Oxford, Oxfordshire
Understanding Recruitment
Salary: £65000 - £75000 per annum + bonus + equity
Posted: 5 days ago
Oxford, Oxfordshire
ENTERPRISE RECRUITMENT LTD
Salary: £30000 - £45000 per annum, Bonus, Shares + Pension
Posted: 5 days ago
Oxford, Oxfordshire
Corriculo
Salary: to £55k + Excellent Benefits
Posted: 17 days ago