The following table provides summary statistics for permanent job vacancies advertised in Oxfordshire with a requirement for Machine Learning skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Machine Learning over the 3 months to 29 June 2017 with a comparison to the same period in the previous 2 years.

Machine Learning
South East / Oxfordshire
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 77 78 -
Rank change year-on-year +1 -  
Permanent jobs citing Machine Learning 41 52 0
As % of all permanent IT jobs advertised in Oxfordshire 3.06% 3.16% -
As % of the Processes & Methodologies category 3.48% 3.57% -
Number of salaries quoted 47 63 0
Median salary £68,500 £42,500 -
Median salary % change year-on-year +61.17% -  
UK excluding London median salary £50,000 £50,000 £50,000

Machine Learning is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Oxfordshire with a requirement for process and methodology skills.

Process & Methodology Skills
Oxfordshire
Permanent job vacancies with a requirement for process and methodology skills 1177 1455 1337
As % of all permanent IT job vacancies advertised in Oxfordshire 87.77% 88.34% 83.25%
Number of salaries quoted 4409 5794 4196
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 £27,000 £29,750 £28,750
10% offered a salary of more than £77,500 £67,500 £68,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Machine Learning
Job Vacancy Trend in Oxfordshire

Job postings citing Machine Learning as a percentage of all IT jobs advertised in Oxfordshire.

Job vacancy trend for Machine Learning 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 in Oxfordshire.

Salary trend for Machine Learning in Oxfordshire

Machine Learning
Salary Histogram in Oxfordshire

The salary distribution of IT jobs citing Machine Learning in Oxfordshire over the 3 months to 29 June 2017.

Salary histogram for Machine Learning 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 29 June 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 -6 39 £68,500 +61.17% 5
Kidlington - 6 £84,000 -
Abingdon +37 2 £43,750 +2.94%
Wallingford +10 2 £43,750 +9.37%
Banbury - 1 £50,000 -
Machine Learning
South East

For the 6 months to 29 June 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 64 (73.56%) Python
2 50 (57.47%) PhD
2 50 (57.47%) C++
3 46 (52.87%) Big Data
4 41 (47.13%) Algorithms
5 40 (45.98%) Java
6 33 (37.93%) Natural Language Processing
7 30 (34.48%) Physics
8 27 (31.03%) Agile Software Development
9 26 (29.89%) Software Engineering
9 26 (29.89%) Ruby
9 26 (29.89%) Mathematics
9 26 (29.89%) Computer Science
10 25 (28.74%) Degree
11 22 (25.29%) Artificial Intelligence
11 22 (25.29%) C
11 22 (25.29%) Apache Spark
12 21 (24.14%) C#
12 21 (24.14%) TDD
13 20 (22.99%) R
14 19 (21.84%) Apache Solr
14 19 (21.84%) Elasticsearch
14 19 (21.84%) Continuous Deployment
14 19 (21.84%) Lucene
14 19 (21.84%) Continuous Integration
14 19 (21.84%) Multithreading
14 19 (21.84%) Git (software)
14 19 (21.84%) SQL
15 18 (20.69%) .NET
15 18 (20.69%) Apache

Machine Learning
Co-occurring 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 22 (25.29%) Apache Spark
2 19 (21.84%) Apache Solr
2 19 (21.84%) Elasticsearch
3 18 (20.69%) Apache
4 8 (9.20%) Jetty
4 8 (9.20%) nginx
4 8 (9.20%) Tomcat
5 3 (3.45%) Apache Pig
6 1 (1.15%) ArcGIS
Applications
1 1 (1.15%) Microsoft Excel
1 1 (1.15%) Microsoft Office
Cloud Services
1 14 (16.09%) Amazon AWS
2 9 (10.34%) Microsoft Azure
3 7 (8.05%) Amazon EMR
4 2 (2.30%) SaaS
5 1 (1.15%) Cortana Intelligence Suite
5 1 (1.15%) Heroku
Communications & Networking
1 1 (1.15%) Bluetooth
Database & Business Intelligence
1 46 (52.87%) Big Data
2 16 (18.39%) Text Mining
3 11 (12.64%) Data Mining
4 8 (9.20%) SQL Server
5 6 (6.90%) Hadoop
5 6 (6.90%) MongoDB
5 6 (6.90%) SQL Server Analysis Services
5 6 (6.90%) SQL Server Integration Services
5 6 (6.90%) SQL Server Reporting Services
6 5 (5.75%) Data Warehouse
6 5 (5.75%) Star Schema
7 4 (4.60%) Apache Cassandra
7 4 (4.60%) Apache Hive
7 4 (4.60%) NoSQL
7 4 (4.60%) Spark SQL
8 3 (3.45%) GIS
9 2 (2.30%) PostgreSQL
10 1 (1.15%) Power BI
10 1 (1.15%) QGIS
10 1 (1.15%) SQLite
Development Applications
1 19 (21.84%) Git (software)
2 11 (12.64%) Selenium
2 11 (12.64%) Subversion
3 8 (9.20%) Gradle
4 3 (3.45%) Visual Studio
5 1 (1.15%) CMake
5 1 (1.15%) TeamCity
General
1 12 (13.79%) Automotive
2 8 (9.20%) Publishing
3 7 (8.05%) Finance
4 2 (2.30%) Games
4 2 (2.30%) Telecoms
5 1 (1.15%) Advertising
5 1 (1.15%) Electronics
5 1 (1.15%) Marketing
Job Titles
1 26 (29.89%) Developer
2 18 (20.69%) Development Manager
3 13 (14.94%) Algorithm Engineer
4 12 (13.79%) Development Engineer
5 11 (12.64%) Software Development Manager
5 11 (12.64%) Software Manager
6 10 (11.49%) Big Data Developer
7 9 (10.34%) Java Developer
8 8 (9.20%) Machine Learning Developer
9 7 (8.05%) Java Development Manager
9 7 (8.05%) Java Engineer
9 7 (8.05%) Programme Manager
9 7 (8.05%) Project Engineer
10 6 (6.90%) Research Engineer
10 6 (6.90%) Software Developer
11 5 (5.75%) Big Data Engineer
11 5 (5.75%) Business Intelligence Developer
11 5 (5.75%) Machine Learning Engineer
12 4 (4.60%) C# Developer
12 4 (4.60%) Junior Developer
Libraries, Frameworks & Software Standards
1 33 (37.93%) Natural Language Processing
2 19 (21.84%) Lucene
3 18 (20.69%) .NET
4 15 (17.24%) Kafka
5 13 (14.94%) AngularJS
6 12 (13.79%) Web Services
7 11 (12.64%) RESTful
8 7 (8.05%) Elastic Stack
9 3 (3.45%) Django
9 3 (3.45%) Node.js
9 3 (3.45%) OpenGL
10 2 (2.30%) D3.js
10 2 (2.30%) OpenCL
10 2 (2.30%) PostGIS
11 1 (1.15%) Boost C++ Libraries
11 1 (1.15%) CSS
11 1 (1.15%) DirectX
11 1 (1.15%) OpenCV
11 1 (1.15%) Qt
11 1 (1.15%) Spring
Miscellaneous
1 41 (47.13%) Algorithms
2 26 (29.89%) Computer Science
3 11 (12.64%) Analytical Skills
4 10 (11.49%) Robotics
5 7 (8.05%) Embedded Systems
5 7 (8.05%) Linked Data
6 3 (3.45%) CUDA
6 3 (3.45%) Semantic Web
7 1 (1.15%) Arduino
7 1 (1.15%) Data Structures
7 1 (1.15%) GPGPU
7 1 (1.15%) Life Science
Operating Systems
1 11 (12.64%) Linux
2 3 (3.45%) Windows
3 1 (1.15%) Android
3 1 (1.15%) Apple iOS
3 1 (1.15%) Ubuntu
3 1 (1.15%) Unix
Processes & Methodologies
1 30 (34.48%) Physics
2 27 (31.03%) Agile Software Development
3 26 (29.89%) Mathematics
3 26 (29.89%) Software Engineering
4 22 (25.29%) Artificial Intelligence
5 21 (24.14%) TDD
6 19 (21.84%) Continuous Deployment
6 19 (21.84%) Continuous Integration
6 19 (21.84%) Multithreading
7 16 (18.39%) Information Retrieval
8 14 (16.09%) Data Visualisation
8 14 (16.09%) Visualisation
9 13 (14.94%) Data Modelling
10 12 (13.79%) Distributed Algorithms
10 12 (13.79%) Image Processing
10 12 (13.79%) Test Automation
11 11 (12.64%) Code Coverage
12 10 (11.49%) Analytics
13 9 (10.34%) Logistics
14 8 (9.20%) Build Automation
Programming Languages
1 64 (73.56%) Python
2 50 (57.47%) C++
3 40 (45.98%) Java
4 26 (29.89%) Ruby
5 22 (25.29%) C
6 21 (24.14%) C#
7 20 (22.99%) R
8 19 (21.84%) SQL
9 17 (19.54%) Scala
10 13 (14.94%) MATLAB
11 12 (13.79%) JavaScript
12 8 (9.20%) Bash Shell
13 2 (2.30%) Perl
13 2 (2.30%) PHP
13 2 (2.30%) VB
14 1 (1.15%) Objective-C
Qualifications
1 50 (57.47%) PhD
2 25 (28.74%) Degree
3 12 (13.79%) Numerate Degree
4 9 (10.34%) Master's Degree
Quality Assurance & Compliance
1 1 (1.15%) ISO 13485
1 1 (1.15%) QA
System Software
1 7 (8.05%) Apache ZooKeeper
2 1 (1.15%) Firmware
Systems Management
1 1 (1.15%) Ansible
1 1 (1.15%) Opscode Chef
1 1 (1.15%) Puppet
Vendors
1 2 (2.30%) Microsoft
2 1 (1.15%) Rackspace
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: £84,000 per annum
Posted: 18 hours ago
Oxford, Oxfordshire
Understanding Recruitment
Salary: £80000 - £90000 per annum + bonus, bens
Posted: 3 days ago
Oxford, Oxfordshire
ARC IT Recruitment Ltd
Salary: £DOE + Brilliant Benefits
Posted: 5 days ago
Oxford, Oxfordshire
RICHARD WHEELER ASSOCIATES
Salary: From £49,000 to £64,000 per annum DoE (+ v strong Benefits)
Posted: 4 days ago
Oxford
Hays West And Wales
Salary: £12000.00 - £90000.00 per annum
Posted: 20 days ago