The table below looks at the statistics for Machine Learning skills in IT jobs advertised for the Oxfordshire region. Included is a guide to the salaries offered in IT jobs that have cited Machine Learning over the 3 months to 19 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Feb 2017
Same period 2016 Same period 2015
Machine Learning
South East / Oxfordshire
Rank 57 82 101
Rank change year-on-year
+25 +19
Permanent jobs citing Machine Learning 51 39 18
As % of all permanent IT jobs located in Oxfordshire 3.99% 2.48% 1.29%
As % of the Processes & Methodologies category 4.59% 2.90% 1.44%
Number of salaries quoted 51 36 18
Median salary £42,500 £55,000 £55,000
Median salary % change year-on-year
-22.72% -
90% offered a salary of more than £24,000 £40,000 £32,500
10% offered a salary of more than £65,000 £62,500 £62,500
UK excluding London median salary £50,000 £55,000 £45,000
% change year-on-year
-9.09% +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 Oxfordshire region.

Processes & Methodologies Category
Oxfordshire
Permanent IT job ads with a match in the
Processes & Methodologies category
1112 1346 1247
As % of all permanent IT jobs located in Oxfordshire 87.08% 85.57% 89.14%
Number of salaries quoted 880 1113 1051
Median salary £46,000 £48,500 £45,000
Median salary % change year-on-year
-5.15% +7.77%
90% offered a salary of more than £30,500 £34,000 £30,000
10% offered a salary of more than £65,000 £65,000 £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 Oxfordshire

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

Machine Learning Salary Trend in Oxfordshire

Machine Learning
Salary Histogram in Oxfordshire

This chart provides a salary histogram for IT jobs citing Machine Learning across the Oxfordshire region over the 3 months to 19 February 2017.

Machine Learning Salary Histogram 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 19 February 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 +35 37 £42,500 -22.72% 4
Kidlington - 2 £65,000 -
Machine Learning
South East

Machine Learning
Top 30 Related IT Skills in Oxfordshire

For the 6 months to 19 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 Oxfordshire region with a requirement for Machine Learning.

1 53 (55.21%) C++
2 51 (53.13%) Python
3 48 (50.00%) Algorithms
4 43 (44.79%) PhD
5 42 (43.75%) MATLAB
6 41 (42.71%) Degree
6 41 (42.71%) Physics
7 38 (39.58%) Software Engineering
8 33 (34.38%) R
9 31 (32.29%) Computer Science
10 30 (31.25%) Agile Software Development
11 29 (30.21%) STL
11 29 (30.21%) Boost C++ Libraries
11 29 (30.21%) Computer Vision
12 28 (29.17%) OpenCV
13 27 (28.13%) Java
14 26 (27.08%) Git (software)
14 26 (27.08%) Big Data
15 23 (23.96%) Robotics
16 22 (22.92%) Automotive
17 20 (20.83%) SQL
18 19 (19.79%) Mathematics
18 19 (19.79%) Ruby
18 19 (19.79%) C#
18 19 (19.79%) Signal Processing
19 17 (17.71%) GNU Octave
20 16 (16.67%) Analytics
21 15 (15.63%) Multithreading
22 14 (14.58%) Unit Testing
23 13 (13.54%) Subversion

Machine Learning
Top Related 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 7 (7.29%) Apache Spark
2 6 (6.25%) Apache Solr
3 5 (5.21%) Apache
4 2 (2.08%) Apache Pig
4 2 (2.08%) Elasticsearch
4 2 (2.08%) Jetty
4 2 (2.08%) nginx
4 2 (2.08%) Tomcat
5 1 (1.04%) SAS
Applications
1 17 (17.71%) GNU Octave
2 1 (1.04%) MS Excel
Cloud Services
1 8 (8.33%) Microsoft Azure
2 7 (7.29%) Amazon AWS
3 1 (1.04%) Heroku
3 1 (1.04%) SaaS
Database & Business Intelligence
1 26 (27.08%) Big Data
2 11 (11.46%) Hadoop
3 10 (10.42%) SQL Server
4 7 (7.29%) Data Warehouse
4 7 (7.29%) SQL Server Analysis Services
4 7 (7.29%) SQL Server Integration Services
4 7 (7.29%) SQL Server Reporting Services
4 7 (7.29%) Star Schema
5 6 (6.25%) Data Mining
5 6 (6.25%) NoSQL
6 5 (5.21%) MongoDB
7 3 (3.13%) Apache Cassandra
7 3 (3.13%) MySQL
8 2 (2.08%) Apache Hive
8 2 (2.08%) GIS
8 2 (2.08%) Spark SQL
9 1 (1.04%) QlikView
9 1 (1.04%) Relational Database
9 1 (1.04%) Spatial Data
9 1 (1.04%) Spotfire
Development Applications
1 26 (27.08%) Git (software)
2 13 (13.54%) Subversion
3 11 (11.46%) CMake
4 2 (2.08%) Gradle
4 2 (2.08%) Selenium
5 1 (1.04%) Talend Open Studio
5 1 (1.04%) TeamCity
General
1 22 (22.92%) Automotive
2 11 (11.46%) Finance
3 3 (3.13%) Marketing
4 1 (1.04%) Pharmaceutical
4 1 (1.04%) Publishing
Job Titles
1 46 (47.92%) Developer
2 21 (21.88%) Software Developer
3 20 (20.83%) Research Engineer
4 17 (17.71%) Computer Engineer
4 17 (17.71%) Computer Vision Engineer
5 12 (12.50%) C++ Developer
6 11 (11.46%) Big Data Developer
6 11 (11.46%) C++ Software Developer
6 11 (11.46%) Programme Manager
6 11 (11.46%) Project Engineer
7 10 (10.42%) C# Developer
7 10 (10.42%) C# Software Developer
8 8 (8.33%) Data Scientist
9 7 (7.29%) Business Intelligence Developer
10 6 (6.25%) Business Developer
10 6 (6.25%) Junior
10 6 (6.25%) Junior Business Intelligence Developer
10 6 (6.25%) Junior Developer
11 5 (5.21%) Java Developer
11 5 (5.21%) Machine Learning Developer
Libraries, Frameworks & Software Standards
1 29 (30.21%) Boost C++ Libraries
1 29 (30.21%) STL
2 28 (29.17%) OpenCV
3 12 (12.50%) OpenCL
3 12 (12.50%) OpenGL
4 8 (8.33%) Natural Language Processing
5 7 (7.29%) AngularJS
6 4 (4.17%) RESTful
7 3 (3.13%) Node.js
8 2 (2.08%) .NET
8 2 (2.08%) Django
8 2 (2.08%) HTML
8 2 (2.08%) Lucene
8 2 (2.08%) Spring
Miscellaneous
1 48 (50.00%) Algorithms
2 41 (42.71%) Physics
3 31 (32.29%) Computer Science
4 23 (23.96%) Robotics
5 19 (19.79%) Mathematics
6 12 (12.50%) CUDA
6 12 (12.50%) GPGPU
7 11 (11.46%) Embedded Systems
8 6 (6.25%) Analytical Skills
8 6 (6.25%) Artificial Intelligence
9 3 (3.13%) Data Structures
9 3 (3.13%) Informatics
9 3 (3.13%) Visualisation
10 2 (2.08%) Neural Network
10 2 (2.08%) Statistics
11 1 (1.04%) Credit Risk
11 1 (1.04%) Data Integration
11 1 (1.04%) NHS
11 1 (1.04%) Photography
Operating Systems
1 13 (13.54%) Linux
2 1 (1.04%) Ubuntu
2 1 (1.04%) Unix
2 1 (1.04%) Windows
Processes & Methodologies
1 38 (39.58%) Software Engineering
2 30 (31.25%) Agile Software Development
3 29 (30.21%) Computer Vision
4 19 (19.79%) Signal Processing
5 16 (16.67%) Analytics
6 15 (15.63%) Multithreading
7 14 (14.58%) Unit Testing
8 12 (12.50%) Project Management
9 11 (11.46%) Portfolio Management
9 11 (11.46%) Requirements Management
9 11 (11.46%) Revenue Recognition
10 8 (8.33%) Business Intelligence
11 7 (7.29%) Data Migration
11 7 (7.29%) Image Processing
11 7 (7.29%) Migration
11 7 (7.29%) OpenUP
12 4 (4.17%) Data Analysis
12 4 (4.17%) Scrum
12 4 (4.17%) Statistical Modelling
12 4 (4.17%) Web Analytics
Programming Languages
1 53 (55.21%) C++
2 51 (53.13%) Python
3 42 (43.75%) MATLAB
4 33 (34.38%) R
5 27 (28.13%) Java
6 20 (20.83%) SQL
7 19 (19.79%) C#
7 19 (19.79%) Ruby
8 9 (9.38%) JavaScript
9 5 (5.21%) C
10 3 (3.13%) Scala
11 2 (2.08%) Bash Shell
11 2 (2.08%) PHP
12 1 (1.04%) VBA
Qualifications
1 43 (44.79%) PhD
2 41 (42.71%) Degree
3 1 (1.04%) SAS Certification
Quality Assurance & Compliance
1 1 (1.04%) ISO13485
Systems Management
1 1 (1.04%) Ansible
1 1 (1.04%) Opscode Chef
1 1 (1.04%) Puppet
Vendors
1 1 (1.04%) Cloudera
1 1 (1.04%) Rackspace
1 1 (1.04%) Talend
Oxford, Oxfordshire
RedCat Solutions
Posted: 2 days ago
Oxford, Oxfordshire
Codex
Salary: From £40,000 to £60,000 per annum
Posted: 5 days ago
Oxford, Oxfordshire
Understanding Recruitment
Salary: £60000 - £70000 per annum + bonus + equity
Posted: 6 days ago
Oxford, Oxfordshire
Corriculo
Salary: to £55k + Excellent Benefits
Posted: 11 days ago