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

3 months to
17 Jan 2017
Same period 2016 Same period 2015
Machine Learning
South East / Oxfordshire
Rank 52 85 111
Rank change year-on-year
+33 +26
Permanent jobs citing Machine Learning 57 53 12
As % of all permanent IT jobs located in Oxfordshire 4.59% 3.14% 0.87%
As % of the Processes & Methodologies category 5.27% 3.56% 0.98%
Number of salaries quoted 54 45 12
Median salary £42,500 £57,500 £62,500
Median salary % change year-on-year
-26.08% -8.00%
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 Oxfordshire region.

Processes & Methodologies Category
Oxfordshire
Permanent IT job ads with a match in the
Processes & Methodologies category
1081 1489 1226
As % of all permanent IT jobs located in Oxfordshire 87.11% 88.26% 88.46%
Number of salaries quoted 837 1154 1024
Median salary £45,000 £50,000 £45,000
Median salary % change year-on-year
-10.00% +11.11%
90% offered a salary of more than £31,500 £35,000 £30,000
10% offered a salary of more than £65,000 £65,000 £67,500
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 17 January 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 17 January 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 +45 48 £42,500 -22.72% 6
Kidlington - 2 £65,000 - 1
Abingdon - 1 £50,000 - 1
Machine Learning
South East

Machine Learning
Top 30 Related IT Skills in Oxfordshire

For the 6 months to 17 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 Oxfordshire region with a requirement for Machine Learning.

1 57 (58.76%) C++
2 49 (50.52%) MATLAB
3 48 (49.48%) Python
4 46 (47.42%) PhD
4 46 (47.42%) Algorithms
5 45 (46.39%) Software Engineering
6 41 (42.27%) Physics
7 38 (39.18%) Degree
7 38 (39.18%) R
8 34 (35.05%) Computer Vision
8 34 (35.05%) Boost C++ Libraries
8 34 (35.05%) STL
9 33 (34.02%) OpenCV
10 32 (32.99%) Agile Software Development
11 29 (29.90%) Computer Science
12 28 (28.87%) Java
13 27 (27.84%) Git (software)
14 24 (24.74%) Robotics
14 24 (24.74%) Signal Processing
15 23 (23.71%) Analytics
16 22 (22.68%) Automotive
16 22 (22.68%) GNU Octave
17 20 (20.62%) C#
18 19 (19.59%) Mathematics
19 17 (17.53%) SQL
19 17 (17.53%) Big Data
20 15 (15.46%) Linux
21 14 (14.43%) Ruby
21 14 (14.43%) Unit Testing
22 13 (13.40%) Multithreading

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 8 (8.25%) Apache Spark
2 6 (6.19%) Apache Solr
3 5 (5.15%) Apache
4 2 (2.06%) Elasticsearch
4 2 (2.06%) Jetty
4 2 (2.06%) nginx
4 2 (2.06%) Tomcat
5 1 (1.03%) SAS
Applications
1 22 (22.68%) GNU Octave
2 1 (1.03%) MS Excel
Cloud Services
1 9 (9.28%) Amazon AWS
2 5 (5.15%) Microsoft Azure
3 3 (3.09%) Cloud Computing
3 3 (3.09%) GitHub
3 3 (3.09%) Google Cloud Platform
4 1 (1.03%) Heroku
4 1 (1.03%) SaaS
Communications & Networking
1 3 (3.09%) Wireless
Database & Business Intelligence
1 17 (17.53%) Big Data
2 11 (11.34%) Hadoop
3 8 (8.25%) SQL Server
4 7 (7.22%) Data Mining
5 6 (6.19%) MongoDB
5 6 (6.19%) NoSQL
6 5 (5.15%) SQL Server Integration Services
7 4 (4.12%) Data Warehouse
7 4 (4.12%) MySQL
7 4 (4.12%) Spotfire
7 4 (4.12%) SQL Server Analysis Services
7 4 (4.12%) SQL Server Reporting Services
7 4 (4.12%) Star Schema
8 3 (3.09%) Apache Cassandra
9 2 (2.06%) Apache Hive
9 2 (2.06%) GIS
9 2 (2.06%) Spark SQL
10 1 (1.03%) PostgreSQL
10 1 (1.03%) QlikView
10 1 (1.03%) Spatial Data
Development Applications
1 27 (27.84%) Git (software)
2 12 (12.37%) Subversion
3 11 (11.34%) CMake
4 2 (2.06%) Gradle
4 2 (2.06%) Selenium
5 1 (1.03%) Talend Open Studio
5 1 (1.03%) TeamCity
General
1 22 (22.68%) Automotive
2 11 (11.34%) Finance
3 8 (8.25%) Marketing
4 4 (4.12%) Pharmaceutical
Job Titles
1 43 (44.33%) Developer
2 23 (23.71%) Research Engineer
2 23 (23.71%) Software Developer
3 22 (22.68%) Computer Engineer
3 22 (22.68%) Computer Vision Engineer
4 12 (12.37%) C++ Developer
4 12 (12.37%) Data Scientist
5 11 (11.34%) C++ Software Developer
5 11 (11.34%) Programme Manager
5 11 (11.34%) Project Engineer
6 10 (10.31%) C# Developer
6 10 (10.31%) C# Software Developer
7 8 (8.25%) Big Data Developer
8 4 (4.12%) Business Developer
8 4 (4.12%) Business Intelligence Developer
8 4 (4.12%) Junior
8 4 (4.12%) Junior Business Intelligence Developer
8 4 (4.12%) Junior Developer
9 3 (3.09%) Java Developer
9 3 (3.09%) Software Engineer
Libraries, Frameworks & Software Standards
1 34 (35.05%) Boost C++ Libraries
1 34 (35.05%) STL
2 33 (34.02%) OpenCV
3 12 (12.37%) OpenCL
3 12 (12.37%) OpenGL
4 8 (8.25%) AngularJS
5 5 (5.15%) Natural Language Processing
6 4 (4.12%) Node.js
6 4 (4.12%) RESTful
7 3 (3.09%) Django
8 2 (2.06%) .NET
8 2 (2.06%) HTML
8 2 (2.06%) Lucene
8 2 (2.06%) Spring
8 2 (2.06%) Web Services
Miscellaneous
1 46 (47.42%) Algorithms
2 41 (42.27%) Physics
3 29 (29.90%) Computer Science
4 24 (24.74%) Robotics
5 19 (19.59%) Mathematics
6 12 (12.37%) CUDA
6 12 (12.37%) GPGPU
7 11 (11.34%) Embedded Systems
8 6 (6.19%) Informatics
9 5 (5.15%) Analytical Skills
10 4 (4.12%) Artificial Intelligence
10 4 (4.12%) Biology
10 4 (4.12%) Chemistry
11 3 (3.09%) Credit Risk
11 3 (3.09%) Data Structures
11 3 (3.09%) Mobile App
11 3 (3.09%) Statistics
12 2 (2.06%) Neural Network
12 2 (2.06%) Visualisation
13 1 (1.03%) Photography
Operating Systems
1 15 (15.46%) Linux
2 1 (1.03%) Ubuntu
2 1 (1.03%) Unix
2 1 (1.03%) Windows
Processes & Methodologies
1 45 (46.39%) Software Engineering
2 34 (35.05%) Computer Vision
3 32 (32.99%) Agile Software Development
4 24 (24.74%) Signal Processing
5 23 (23.71%) Analytics
6 14 (14.43%) Unit Testing
7 13 (13.40%) Multithreading
8 12 (12.37%) Project Management
9 11 (11.34%) Portfolio Management
9 11 (11.34%) Requirements Management
9 11 (11.34%) Revenue Recognition
10 9 (9.28%) Data Analytics
11 8 (8.25%) Data Analysis
12 7 (7.22%) Business Intelligence
12 7 (7.22%) OO
13 6 (6.19%) Web Analytics
14 4 (4.12%) Data Migration
14 4 (4.12%) OpenUP
14 4 (4.12%) Predictive Analytics
14 4 (4.12%) Scrum
Programming Languages
1 57 (58.76%) C++
2 49 (50.52%) MATLAB
3 48 (49.48%) Python
4 38 (39.18%) R
5 28 (28.87%) Java
6 20 (20.62%) C#
7 17 (17.53%) SQL
8 14 (14.43%) Ruby
9 10 (10.31%) JavaScript
10 7 (7.22%) C
11 3 (3.09%) Scala
12 2 (2.06%) Bash Shell
12 2 (2.06%) PHP
12 2 (2.06%) VB
12 2 (2.06%) VBA
Qualifications
1 46 (47.42%) PhD
2 38 (39.18%) Degree
3 1 (1.03%) SAS Certification
Quality Assurance & Compliance
1 1 (1.03%) ISO13485
Systems Management
1 1 (1.03%) Ansible
1 1 (1.03%) Opscode Chef
1 1 (1.03%) Puppet
Vendors
1 3 (3.09%) Google
2 1 (1.03%) Cloudera
2 1 (1.03%) Rackspace
2 1 (1.03%) Talend
Oxfordshire
Churchill Frank
Salary: £60000 - £70000 per annum + Benefits
Posted: 1 hour ago
Oxfordshire
Stott & May
Salary: £50000 - £90000 per annum + equity
Posted: Yesterday
Oxford, Oxfordshire
Understanding Recruitment
Salary: £60000 - £70000 per annum + bonus + equity
Posted: Yesterday
Oxford, Oxfordshire
Edgar Cowen
Salary: £25000 - £40000 per annum + Excellent Base+Benefits
Posted: Yesterday
Oxfordshire
Austin Fraser
Salary: £22000.00 - £26000.00 per annum + Benefits
Posted: 20 hours ago
Oxford, Oxfordshire
Codex
Salary: From £40,000 to £60,000 per annum
Posted: 6 days ago
Abingdon, Oxfordshire
Corriculo
Salary: From £35,000 to £45,000 per annum
Posted: 6 days ago
Kidlington, Oxfordshire
Technical Futures
Salary: From £40,000 to £45,000 per annum + Benefits
Posted: 6 days ago
Oxford, Oxfordshire
Client Server
Salary: £55k to £70k + share options
Posted: 6 days ago
Oxford
Client Server
Salary: £55k to £70k + share options
Posted: 6 days ago
Oxford
Client Server
Salary: £55k to £70k + share options
Posted: 13 days ago