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 11 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
11 Dec 2016
Same period 2015 Same period 2014
Machine Learning
Rank 28 66 73
Rank change year-on-year
+38 +7
Permanent jobs citing Machine Learning 44 31 6
As % of all permanent IT jobs located in Oxford 6.68% 3.48% 0.81%
As % of the Processes & Methodologies category 7.89% 3.98% 0.94%
Number of salaries quoted 39 19 6
Median salary £42,500 £50,500 £62,500
Median salary % change year-on-year
-15.84% -19.20%
UK excluding London median salary £50,000 £52,500 £40,000
% change year-on-year
-4.76% +31.25%
Machine Learning
Oxfordshire

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
558 779 637
As % of all permanent IT jobs located in Oxford 84.67% 87.53% 86.43%
Number of salaries quoted 467 648 541
Median salary £42,500 £45,000 £45,000
Median salary % change year-on-year
-5.55% -
90% offered a salary of more than £32,500 £33,904 £31,500
10% offered a salary of more than £62,500 £62,500 £70,000
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 11 December 2016.

Machine Learning Salary Histogram in Oxford

Machine Learning
Top 30 Related IT Skills in Oxford

For the 6 months to 11 December 2016, 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 43 (62.32%) C++
1 43 (62.32%) Algorithms
2 41 (59.42%) PhD
2 41 (59.42%) MATLAB
3 37 (53.62%) Software Engineering
4 34 (49.28%) Computer Vision
4 34 (49.28%) R
5 32 (46.38%) Boost C++ Libraries
5 32 (46.38%) STL
6 31 (44.93%) OpenCV
7 30 (43.48%) Python
8 28 (40.58%) Physics
9 26 (37.68%) Degree
9 26 (37.68%) Signal Processing
10 23 (33.33%) Agile Software Development
10 23 (33.33%) Computer Science
10 23 (33.33%) GNU Octave
11 18 (26.09%) Java
12 17 (24.64%) Robotics
13 16 (23.19%) Automotive
13 16 (23.19%) Git (software)
14 13 (18.84%) Mathematics
15 12 (17.39%) Multithreading
16 11 (15.94%) Unit Testing
16 11 (15.94%) Analytics
16 11 (15.94%) C#
16 11 (15.94%) Linux
17 9 (13.04%) SQL
17 9 (13.04%) OpenGL
17 9 (13.04%) OpenCL

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 4 (5.80%) Apache Spark
2 3 (4.35%) Apache
2 3 (4.35%) Apache Solr
Applications
1 23 (33.33%) GNU Octave
Cloud Services
1 6 (8.70%) Amazon AWS
Database & Business Intelligence
1 7 (10.14%) Big Data
2 5 (7.25%) Data Mining
3 4 (5.80%) MongoDB
3 4 (5.80%) NoSQL
4 2 (2.90%) Hadoop
5 1 (1.45%) MySQL
5 1 (1.45%) RDBMS
5 1 (1.45%) Relational Database
5 1 (1.45%) Spotfire
5 1 (1.45%) SQL Server
5 1 (1.45%) SQL Server Integration Services
Development Applications
1 16 (23.19%) Git (software)
2 8 (11.59%) CMake
3 6 (8.70%) Subversion
General
1 16 (23.19%) Automotive
2 8 (11.59%) Finance
3 3 (4.35%) Marketing
4 1 (1.45%) Pharmaceutical
Job Titles
1 25 (36.23%) Computer Engineer
1 25 (36.23%) Computer Vision Engineer
1 25 (36.23%) Developer
1 25 (36.23%) Research Engineer
2 16 (23.19%) Software Developer
3 9 (13.04%) C++ Developer
4 8 (11.59%) C++ Software Developer
4 8 (11.59%) Programme Manager
4 8 (11.59%) Project Engineer
5 6 (8.70%) Data Scientist
6 5 (7.25%) C# Developer
6 5 (7.25%) C# Software Developer
7 4 (5.80%) Java Developer
8 3 (4.35%) Algorithm Engineer
8 3 (4.35%) MATLAB Developer
8 3 (4.35%) Software Engineer
9 2 (2.90%) Java Engineer
9 2 (2.90%) Java Software Developer
9 2 (2.90%) Java Software Engineer
9 2 (2.90%) Machine Learning Developer
Libraries, Frameworks & Software Standards
1 32 (46.38%) Boost C++ Libraries
1 32 (46.38%) STL
2 31 (44.93%) OpenCV
3 9 (13.04%) OpenCL
3 9 (13.04%) OpenGL
4 4 (5.80%) Natural Language Processing
5 3 (4.35%) AngularJS
5 3 (4.35%) Node.js
6 2 (2.90%) .NET
7 1 (1.45%) Django
7 1 (1.45%) Web Services
Miscellaneous
1 43 (62.32%) Algorithms
2 28 (40.58%) Physics
3 23 (33.33%) Computer Science
4 17 (24.64%) Robotics
5 13 (18.84%) Mathematics
6 9 (13.04%) CUDA
6 9 (13.04%) GPGPU
7 8 (11.59%) Embedded Systems
8 6 (8.70%) Artificial Intelligence
9 4 (5.80%) Analytical Skills
10 3 (4.35%) Credit Risk
11 2 (2.90%) Biology
11 2 (2.90%) Chemistry
11 2 (2.90%) Data Structures
11 2 (2.90%) Neural Network
11 2 (2.90%) NHS
11 2 (2.90%) Statistics
12 1 (1.45%) Applied Mathematics
12 1 (1.45%) Informatics
12 1 (1.45%) Photography
Operating Systems
1 11 (15.94%) Linux
2 1 (1.45%) Android
2 1 (1.45%) Apple iOS
Processes & Methodologies
1 37 (53.62%) Software Engineering
2 34 (49.28%) Computer Vision
3 26 (37.68%) Signal Processing
4 23 (33.33%) Agile Software Development
5 12 (17.39%) Multithreading
6 11 (15.94%) Analytics
6 11 (15.94%) Unit Testing
7 8 (11.59%) Portfolio Management
7 8 (11.59%) Project Management
7 8 (11.59%) Requirements Management
7 8 (11.59%) Revenue Recognition
8 6 (8.70%) Web Analytics
9 5 (7.25%) Image Processing
10 4 (5.80%) Bayesian Methods
10 4 (5.80%) Distributed Algorithms
11 3 (4.35%) Business Intelligence
11 3 (4.35%) OO
12 2 (2.90%) Data Analysis
12 2 (2.90%) OOD
12 2 (2.90%) Operations Research
Programming Languages
1 43 (62.32%) C++
2 41 (59.42%) MATLAB
3 34 (49.28%) R
4 30 (43.48%) Python
5 18 (26.09%) Java
6 11 (15.94%) C#
7 9 (13.04%) SQL
8 6 (8.70%) C
9 5 (7.25%) Ruby
10 3 (4.35%) JavaScript
11 2 (2.90%) VB
12 1 (1.45%) VBA
Qualifications
1 41 (59.42%) PhD
2 26 (37.68%) Degree
Oxford, Oxfordshire
Verticality Ltd
Salary: £40000 - £45000 per annum, Benefits Benefits
Posted: 5 days ago
Oxford, Oxfordshire
Provide Consulting Ltd
Posted: 4 days ago