The following table provides summary statistics for permanent job vacancies advertised in Oxford 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 28 June 2017 with a comparison to the same period in the previous 2 years.

Machine Learning
Oxfordshire / Oxford
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 39 37 -
Rank change year-on-year -2 -  
Permanent jobs citing Machine Learning 40 52 0
As % of all permanent IT jobs advertised in Oxford 5.63% 6.98% -
As % of the Processes & Methodologies category 6.21% 7.66% -
Number of salaries quoted 46 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 Oxford with a requirement for process and methodology skills.

Process & Methodology Skills
Oxford
Permanent job vacancies with a requirement for process and methodology skills 644 679 646
As % of all permanent IT job vacancies advertised in Oxford 90.58% 91.14% 81.16%
Number of salaries quoted 2602 3112 2058
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 £30,000 £35,000 £30,000
10% offered a salary of more than £84,000 £67,500 £70,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Machine Learning
Job Vacancy Trend in Oxford

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

Job vacancy trend for Machine Learning 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 in Oxford.

Salary trend for Machine Learning in Oxford

Machine Learning
Salary Histogram in Oxford

The salary distribution of IT jobs citing Machine Learning in Oxford over the 3 months to 28 June 2017.

Salary histogram for Machine Learning in Oxford

For the 6 months to 28 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 Oxford region with a requirement for Machine Learning.

1 58 (76.32%) Python
2 47 (61.84%) C++
3 45 (59.21%) PhD
4 38 (50.00%) Algorithms
5 37 (48.68%) Big Data
6 36 (47.37%) Java
7 32 (42.11%) Natural Language Processing
8 29 (38.16%) Physics
9 26 (34.21%) Software Engineering
10 25 (32.89%) Degree
10 25 (32.89%) Ruby
11 23 (30.26%) Mathematics
11 23 (30.26%) Computer Science
12 22 (28.95%) Artificial Intelligence
12 22 (28.95%) C
13 21 (27.63%) Agile Software Development
13 21 (27.63%) Apache Spark
14 20 (26.32%) TDD
14 20 (26.32%) C#
15 19 (25.00%) Multithreading
16 18 (23.68%) Continuous Integration
16 18 (23.68%) Git (software)
16 18 (23.68%) Apache Solr
16 18 (23.68%) Lucene
16 18 (23.68%) Continuous Deployment
16 18 (23.68%) Elasticsearch
17 17 (22.37%) .NET
17 17 (22.37%) Apache
18 16 (21.05%) Scala
18 16 (21.05%) R

Machine Learning
Co-occurring 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 21 (27.63%) Apache Spark
2 18 (23.68%) Apache Solr
2 18 (23.68%) Elasticsearch
3 17 (22.37%) Apache
4 7 (9.21%) Jetty
4 7 (9.21%) nginx
4 7 (9.21%) Tomcat
5 1 (1.32%) Apache Pig
5 1 (1.32%) ArcGIS
Applications
1 1 (1.32%) Microsoft Excel
1 1 (1.32%) Microsoft Office
Cloud Services
1 14 (18.42%) Amazon AWS
2 7 (9.21%) Amazon EMR
3 4 (5.26%) Microsoft Azure
4 2 (2.63%) SaaS
5 1 (1.32%) Cortana Intelligence Suite
5 1 (1.32%) Heroku
Communications & Networking
1 1 (1.32%) Bluetooth
Database & Business Intelligence
1 37 (48.68%) Big Data
2 15 (19.74%) Text Mining
3 9 (11.84%) Data Mining
4 5 (6.58%) MongoDB
5 4 (5.26%) NoSQL
6 3 (3.95%) Apache Cassandra
6 3 (3.95%) Apache Hive
6 3 (3.95%) GIS
6 3 (3.95%) Spark SQL
6 3 (3.95%) SQL Server
7 2 (2.63%) PostgreSQL
8 1 (1.32%) Azure SQL Database
8 1 (1.32%) Hadoop
8 1 (1.32%) HBase
8 1 (1.32%) Power BI
8 1 (1.32%) QGIS
8 1 (1.32%) SQL Server Analysis Services
8 1 (1.32%) SQL Server Integration Services
8 1 (1.32%) SQL Server Reporting Services
Development Applications
1 18 (23.68%) Git (software)
2 10 (13.16%) Selenium
2 10 (13.16%) Subversion
3 7 (9.21%) Gradle
4 3 (3.95%) Visual Studio
5 1 (1.32%) CMake
5 1 (1.32%) TeamCity
General
1 12 (15.79%) Automotive
2 8 (10.53%) Publishing
3 7 (9.21%) Finance
4 2 (2.63%) Games
4 2 (2.63%) Telecoms
5 1 (1.32%) Advertising
5 1 (1.32%) Electronics
Job Titles
1 20 (26.32%) Developer
2 18 (23.68%) Development Manager
3 13 (17.11%) Algorithm Engineer
4 12 (15.79%) Development Engineer
5 11 (14.47%) Software Development Manager
5 11 (14.47%) Software Manager
6 8 (10.53%) Java Developer
7 7 (9.21%) Java Development Manager
7 7 (9.21%) Java Engineer
7 7 (9.21%) Machine Learning Developer
7 7 (9.21%) Programme Manager
7 7 (9.21%) Project Engineer
8 6 (7.89%) Software Developer
9 5 (6.58%) Machine Learning Engineer
9 5 (6.58%) Research Engineer
10 4 (5.26%) Big Data Developer
10 4 (5.26%) Big Data Engineer
10 4 (5.26%) C# Developer
10 4 (5.26%) C# Software Developer
10 4 (5.26%) Software Engineer
Libraries, Frameworks & Software Standards
1 32 (42.11%) Natural Language Processing
2 18 (23.68%) Lucene
3 17 (22.37%) .NET
4 15 (19.74%) Kafka
5 12 (15.79%) AngularJS
5 12 (15.79%) Web Services
6 10 (13.16%) RESTful
7 7 (9.21%) Elastic Stack
8 3 (3.95%) Django
8 3 (3.95%) Node.js
8 3 (3.95%) OpenGL
9 2 (2.63%) D3.js
9 2 (2.63%) OpenCL
9 2 (2.63%) PostGIS
10 1 (1.32%) Boost C++ Libraries
10 1 (1.32%) CSS
10 1 (1.32%) DirectX
10 1 (1.32%) OpenCV
10 1 (1.32%) Qt
10 1 (1.32%) STL
Miscellaneous
1 38 (50.00%) Algorithms
2 23 (30.26%) Computer Science
3 11 (14.47%) Analytical Skills
4 10 (13.16%) Robotics
5 7 (9.21%) Embedded Systems
5 7 (9.21%) Linked Data
6 3 (3.95%) CUDA
6 3 (3.95%) Semantic Web
7 1 (1.32%) Arduino
7 1 (1.32%) GPGPU
7 1 (1.32%) Life Science
Operating Systems
1 11 (14.47%) Linux
2 3 (3.95%) Windows
3 1 (1.32%) Android
3 1 (1.32%) Apple iOS
3 1 (1.32%) Ubuntu
3 1 (1.32%) Unix
Processes & Methodologies
1 29 (38.16%) Physics
2 26 (34.21%) Software Engineering
3 23 (30.26%) Mathematics
4 22 (28.95%) Artificial Intelligence
5 21 (27.63%) Agile Software Development
6 20 (26.32%) TDD
7 19 (25.00%) Multithreading
8 18 (23.68%) Continuous Deployment
8 18 (23.68%) Continuous Integration
9 15 (19.74%) Information Retrieval
10 13 (17.11%) Data Modelling
11 12 (15.79%) Data Visualisation
11 12 (15.79%) Distributed Algorithms
11 12 (15.79%) Image Processing
11 12 (15.79%) Visualisation
12 11 (14.47%) Test Automation
13 10 (13.16%) Code Coverage
14 9 (11.84%) Logistics
15 7 (9.21%) Project Management
15 7 (9.21%) Requirements Management
Programming Languages
1 58 (76.32%) Python
2 47 (61.84%) C++
3 36 (47.37%) Java
4 25 (32.89%) Ruby
5 22 (28.95%) C
6 20 (26.32%) C#
7 16 (21.05%) R
7 16 (21.05%) Scala
8 12 (15.79%) MATLAB
9 11 (14.47%) JavaScript
10 10 (13.16%) SQL
11 7 (9.21%) Bash Shell
12 2 (2.63%) Perl
12 2 (2.63%) PHP
12 2 (2.63%) VB
13 1 (1.32%) Objective-C
Qualifications
1 45 (59.21%) PhD
2 25 (32.89%) Degree
3 12 (15.79%) Numerate Degree
4 9 (11.84%) Master's Degree
Quality Assurance & Compliance
1 1 (1.32%) ISO 13485
1 1 (1.32%) QA
System Software
1 7 (9.21%) Apache ZooKeeper
2 1 (1.32%) Firmware
Systems Management
1 1 (1.32%) Ansible
1 1 (1.32%) Opscode Chef
1 1 (1.32%) Puppet
Vendors
1 2 (2.63%) Microsoft
2 1 (1.32%) Rackspace
Oxford, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: £84,000 per annum
Posted: 11 hours ago
Oxford, Oxfordshire
Understanding Recruitment
Salary: £80000 - £90000 per annum + bonus, bens
Posted: 2 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