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 26 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 May 2016
Same period 2015 Same period 2014
Machine Learning
Rank 32 78 77
Rank change year-on-year
+46 -1
Permanent jobs citing Machine Learning 48 2 19
As % of all permanent IT jobs located in Oxford 7.45% 0.27% 2.11%
As % of the Processes & Methodologies category 8.16% 0.33% 2.49%
Number of salaries quoted 42 2 9
Median salary £55,000 £32,500 £44,000
Median salary % change year-on-year
+69.23% -26.13%
90% offered a salary of more than £40,000 £32,500 £42,700
10% offered a salary of more than £65,500 £32,500 £60,000
UK excluding London median salary £50,000 £50,000 £42,500
% change year-on-year
- +17.64%
Machine Learning
Oxfordshire

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
588 613 764
As % of all permanent IT jobs located in Oxford 91.30% 82.95% 84.70%
Number of salaries quoted 535 493 698
Median salary £50,000 £45,000 £42,500
Median salary % change year-on-year
+11.11% +5.88%
90% offered a salary of more than £35,000 £32,000 £32,000
10% offered a salary of more than £70,000 £65,000 £65,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 26 May 2016.

Machine Learning Salary Histogram in Oxford

Machine Learning
Top 30 Related IT Skills in Oxford

For the 6 months to 26 May 2016, 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 (87.88%) Algorithms
2 43 (65.15%) C++
3 42 (63.64%) PhD
4 35 (53.03%) Computer Science
5 32 (48.48%) Degree
6 25 (37.88%) Python
7 23 (34.85%) Finance
7 23 (34.85%) OO
8 22 (33.33%) Software Engineering
9 20 (30.30%) Agile Software Development
10 19 (28.79%) Linux
10 19 (28.79%) Bayesian Methods
11 18 (27.27%) MATLAB
11 18 (27.27%) Data Analysis
11 18 (27.27%) Signal Processing
11 18 (27.27%) Big Data
12 17 (25.76%) Hedge funds
12 17 (25.76%) Java
13 15 (22.73%) C#
13 15 (22.73%) Apple iOS
13 15 (22.73%) Android
13 15 (22.73%) Android Development
13 15 (22.73%) iOS Development
14 14 (21.21%) .NET
15 13 (19.70%) C
15 13 (19.70%) Physics
16 12 (18.18%) Algorithmic Trading
16 12 (18.18%) Visualisation
16 12 (18.18%) Natural Language Processing
16 12 (18.18%) SQL Server

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 8 (12.12%) Apache Spark
2 4 (6.06%) Apache
Cloud Services
1 8 (12.12%) Amazon AWS
2 2 (3.03%) Cloud Computing
2 2 (3.03%) Google Cloud Platform
Communications & Networking
1 2 (3.03%) Bluetooth
1 2 (3.03%) Internet
1 2 (3.03%) Wireless
Database & Business Intelligence
1 18 (27.27%) Big Data
2 12 (18.18%) SQL Server
3 6 (9.09%) MongoDB
4 5 (7.58%) KDB
5 4 (6.06%) GIS
6 3 (4.55%) Apache Cassandra
6 3 (4.55%) Data Mining
6 3 (4.55%) Hadoop
6 3 (4.55%) NoSQL
7 1 (1.52%) RDBMS
7 1 (1.52%) Relational Database
Development Applications
1 7 (10.61%) Git (software)
2 4 (6.06%) Maven
2 4 (6.06%) Visual Studio
3 1 (1.52%) Appcelerator Titanium
3 1 (1.52%) Jenkins
3 1 (1.52%) Subversion
3 1 (1.52%) Xcode
General
1 23 (34.85%) Finance
2 4 (6.06%) Games
3 2 (3.03%) Law
4 1 (1.52%) Banking
4 1 (1.52%) Electronics
4 1 (1.52%) Investment Banking
4 1 (1.52%) Telecoms
Job Titles
1 39 (59.09%) Developer
2 23 (34.85%) C++ Developer
3 12 (18.18%) C# Developer
3 12 (18.18%) C# Software Developer
3 12 (18.18%) Linux Developer
3 12 (18.18%) Software Developer
4 8 (12.12%) Agile C# Developer
4 8 (12.12%) Agile Developer
5 7 (10.61%) Machine Learning Developer
6 5 (7.58%) Research Engineer
7 4 (6.06%) Big Data Developer
8 3 (4.55%) Algorithm Engineer
8 3 (4.55%) Computer Engineer
8 3 (4.55%) Data Scientist
8 3 (4.55%) Java Engineer
8 3 (4.55%) Machine Learning Scientist
8 3 (4.55%) Senior Java Engineer
8 3 (4.55%) Technologist
9 2 (3.03%) Architect
9 2 (3.03%) C++ Software Engineer
Libraries, Frameworks & Software Standards
1 14 (21.21%) .NET
2 12 (18.18%) Natural Language Processing
3 8 (12.12%) .NET Framework
3 8 (12.12%) JSON
3 8 (12.12%) XML
4 5 (7.58%) AngularJS
5 4 (6.06%) Esper
5 4 (6.06%) Pandas
5 4 (6.06%) PostGIS
5 4 (6.06%) Pyramid
5 4 (6.06%) SciPy
6 3 (4.55%) NumPy
7 1 (1.52%) Backbone.js
7 1 (1.52%) Boost C++ Libraries
7 1 (1.52%) Cocoa
7 1 (1.52%) Django
7 1 (1.52%) OpenCL
7 1 (1.52%) OpenCV
7 1 (1.52%) Ruby on Rails
7 1 (1.52%) Xamarin.iOS
Miscellaneous
1 58 (87.88%) Algorithms
2 35 (53.03%) Computer Science
3 17 (25.76%) Hedge funds
4 13 (19.70%) Physics
5 12 (18.18%) Visualisation
6 11 (16.67%) Mathematics
7 9 (13.64%) Artificial Intelligence
8 7 (10.61%) NHS
9 5 (7.58%) Statistics
10 3 (4.55%) Analytical Skills
10 3 (4.55%) Neural Network
11 2 (3.03%) Internet of Things
11 2 (3.03%) iPad
11 2 (3.03%) iPhone
11 2 (3.03%) Mobile App
11 2 (3.03%) Social Media
12 1 (1.52%) Biology
12 1 (1.52%) Chemistry
12 1 (1.52%) Fintech
Operating Systems
1 19 (28.79%) Linux
2 15 (22.73%) Android
2 15 (22.73%) Apple iOS
Processes & Methodologies
1 23 (34.85%) OO
2 22 (33.33%) Software Engineering
3 20 (30.30%) Agile Software Development
4 19 (28.79%) Bayesian Methods
5 18 (27.27%) Data Analysis
5 18 (27.27%) Signal Processing
6 15 (22.73%) Android Development
6 15 (22.73%) iOS Development
7 12 (18.18%) Algorithmic Trading
8 11 (16.67%) Analytics
9 10 (15.15%) OOD
10 8 (12.12%) Data Visualisation
10 8 (12.12%) Time Management
10 8 (12.12%) UML
11 7 (10.61%) Data Analytics
12 5 (7.58%) Open Source
13 4 (6.06%) Game Development
13 4 (6.06%) Multithreading
13 4 (6.06%) Predictive Modelling
13 4 (6.06%) Unit Testing
Programming Languages
1 43 (65.15%) C++
2 25 (37.88%) Python
3 18 (27.27%) MATLAB
4 17 (25.76%) Java
5 15 (22.73%) C#
6 13 (19.70%) C
7 9 (13.64%) R
8 5 (7.58%) SQL
9 3 (4.55%) Scala
10 2 (3.03%) Ruby
11 1 (1.52%) Embedded C++
11 1 (1.52%) JavaScript
11 1 (1.52%) Objective-C
11 1 (1.52%) PHP
11 1 (1.52%) VB
Qualifications
1 42 (63.64%) PhD
2 32 (48.48%) Degree
Quality Assurance & Compliance
1 1 (1.52%) QA
Vendors
1 5 (7.58%) Oracle
2 2 (3.03%) Google
3 1 (1.52%) Appcelerator
3 1 (1.52%) Xamarin
Oxford, Oxfordshire
Randstad Technologies
Salary: £60000.00 per annum
Posted: 17 hours ago
Oxford, Oxfordshire
Verticality Ltd
Salary: £40000 - £45000 per annum, Benefits Benefits
Posted: Yesterday
Oxford, Oxfordshire
Understanding Recruitment
Salary: £60000 - £70000 per annum + bonus + equity
Posted: 3 days ago
Oxford
Client Server
Salary: £50k to £60k + benefits
Posted: 7 days ago
Oxford
Client Server
Salary: £50k to £60k + benefits
Posted: 15 days ago
Oxford
Client Server
Salary: £75k to £90k + benefits
Posted: 22 days ago