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 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Machine Learning
Oxfordshire / Oxford
Rank 26 68 68
Rank change year-on-year
+42 0
Permanent jobs citing Machine Learning 43 25 13
As % of all permanent IT jobs located in Oxford 6.48% 3.02% 1.79%
As % of the Processes & Methodologies category 7.64% 3.42% 2.03%
Number of salaries quoted 41 19 13
Median salary £42,500 £55,000 £62,500
Median salary % change year-on-year
-22.72% -12.00%
UK excluding London median salary £50,000 £55,000 £42,500
% change year-on-year
-9.09% +29.41%

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
563 730 641
As % of all permanent IT jobs located in Oxford 84.79% 88.16% 88.05%
Number of salaries quoted 441 612 528
Median salary £42,500 £47,250 £47,500
Median salary % change year-on-year
-10.05% -0.52%
90% offered a salary of more than £31,500 £34,000 £32,500
10% offered a salary of more than £60,000 £67,500 £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 20 January 2017.

Machine Learning Salary Histogram in Oxford

Machine Learning
Top 30 Related IT Skills in Oxford

For the 6 months to 20 January 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 47 (64.38%) C++
2 44 (60.27%) MATLAB
3 40 (54.79%) Algorithms
4 38 (52.05%) PhD
4 38 (52.05%) Physics
5 37 (50.68%) Software Engineering
6 36 (49.32%) Degree
7 35 (47.95%) Python
8 33 (45.21%) STL
8 33 (45.21%) Computer Vision
8 33 (45.21%) Boost C++ Libraries
9 32 (43.84%) OpenCV
10 30 (41.10%) R
11 26 (35.62%) Computer Science
12 23 (31.51%) Robotics
13 22 (30.14%) Automotive
13 22 (30.14%) Git (software)
13 22 (30.14%) Signal Processing
14 21 (28.77%) GNU Octave
14 21 (28.77%) Agile Software Development
15 19 (26.03%) Java
16 15 (20.55%) Mathematics
17 14 (19.18%) Linux
17 14 (19.18%) Unit Testing
18 13 (17.81%) Multithreading
18 13 (17.81%) C#
19 12 (16.44%) OpenGL
19 12 (16.44%) GPGPU
19 12 (16.44%) CUDA
19 12 (16.44%) 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 3 (4.11%) Apache
1 3 (4.11%) Apache Solr
1 3 (4.11%) Apache Spark
Applications
1 21 (28.77%) GNU Octave
Cloud Services
1 6 (8.22%) Amazon AWS
2 1 (1.37%) Heroku
2 1 (1.37%) Microsoft Azure
2 1 (1.37%) SaaS
Database & Business Intelligence
1 5 (6.85%) Big Data
1 5 (6.85%) Data Mining
2 4 (5.48%) MongoDB
3 3 (4.11%) NoSQL
4 1 (1.37%) Hadoop
4 1 (1.37%) MySQL
4 1 (1.37%) Spotfire
4 1 (1.37%) SQL Server
4 1 (1.37%) SQL Server Integration Services
Development Applications
1 22 (30.14%) Git (software)
2 11 (15.07%) CMake
3 10 (13.70%) Subversion
4 1 (1.37%) TeamCity
General
1 22 (30.14%) Automotive
2 11 (15.07%) Finance
3 3 (4.11%) Marketing
4 1 (1.37%) Pharmaceutical
Job Titles
1 29 (39.73%) Developer
2 22 (30.14%) Research Engineer
3 21 (28.77%) Computer Engineer
3 21 (28.77%) Computer Vision Engineer
4 18 (24.66%) Software Developer
5 12 (16.44%) C++ Developer
6 11 (15.07%) C++ Software Developer
6 11 (15.07%) Programme Manager
6 11 (15.07%) Project Engineer
7 10 (13.70%) C# Developer
7 10 (13.70%) C# Software Developer
8 6 (8.22%) Data Scientist
9 3 (4.11%) MATLAB Developer
10 2 (2.74%) Java Engineer
10 2 (2.74%) Java Software Engineer
10 2 (2.74%) Machine Learning Engineer
10 2 (2.74%) Software Engineer
10 2 (2.74%) Systems Engineer
11 1 (1.37%) Data Architect
11 1 (1.37%) Senior Systems Engineer
Libraries, Frameworks & Software Standards
1 33 (45.21%) Boost C++ Libraries
1 33 (45.21%) STL
2 32 (43.84%) OpenCV
3 12 (16.44%) OpenCL
3 12 (16.44%) OpenGL
4 3 (4.11%) AngularJS
4 3 (4.11%) Natural Language Processing
4 3 (4.11%) Node.js
5 1 (1.37%) Web Services
Miscellaneous
1 40 (54.79%) Algorithms
2 38 (52.05%) Physics
3 26 (35.62%) Computer Science
4 23 (31.51%) Robotics
5 15 (20.55%) Mathematics
6 12 (16.44%) CUDA
6 12 (16.44%) GPGPU
7 11 (15.07%) Embedded Systems
8 3 (4.11%) Analytical Skills
8 3 (4.11%) Credit Risk
9 2 (2.74%) Artificial Intelligence
9 2 (2.74%) Data Structures
9 2 (2.74%) Statistics
10 1 (1.37%) Biology
10 1 (1.37%) Chemistry
10 1 (1.37%) Informatics
10 1 (1.37%) Neural Network
10 1 (1.37%) NHS
10 1 (1.37%) Photography
Operating Systems
1 14 (19.18%) Linux
2 1 (1.37%) Ubuntu
2 1 (1.37%) Unix
2 1 (1.37%) Windows
Processes & Methodologies
1 37 (50.68%) Software Engineering
2 33 (45.21%) Computer Vision
3 22 (30.14%) Signal Processing
4 21 (28.77%) Agile Software Development
5 14 (19.18%) Unit Testing
6 13 (17.81%) Multithreading
7 11 (15.07%) Analytics
7 11 (15.07%) Portfolio Management
7 11 (15.07%) Project Management
7 11 (15.07%) Requirements Management
7 11 (15.07%) Revenue Recognition
8 6 (8.22%) Web Analytics
9 3 (4.11%) Business Intelligence
9 3 (4.11%) Image Processing
10 2 (2.74%) Bayesian Methods
10 2 (2.74%) Distributed Algorithms
10 2 (2.74%) OOD
10 2 (2.74%) Predictive Modelling
10 2 (2.74%) Propensity Modelling
10 2 (2.74%) Statistical Modelling
Programming Languages
1 47 (64.38%) C++
2 44 (60.27%) MATLAB
3 35 (47.95%) Python
4 30 (41.10%) R
5 19 (26.03%) Java
6 13 (17.81%) C#
7 10 (13.70%) Ruby
8 9 (12.33%) SQL
9 4 (5.48%) C
10 3 (4.11%) JavaScript
11 1 (1.37%) Scala
11 1 (1.37%) VB
11 1 (1.37%) VBA
Qualifications
1 38 (52.05%) PhD
2 36 (49.32%) Degree
Quality Assurance & Compliance
1 1 (1.37%) ISO13485
Systems Management
1 1 (1.37%) Ansible
1 1 (1.37%) Opscode Chef
1 1 (1.37%) Puppet
Vendors
1 1 (1.37%) Rackspace
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