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

3 months to
3 May 2016
Same period 2015 Same period 2014
Machine Learning
Rank 34 77 77
Rank change year-on-year
+43 0
Permanent jobs citing Machine Learning 41 6 16
As % of all permanent IT jobs located in Oxford 6.65% 0.79% 1.75%
As % of the Processes & Methodologies category 7.45% 0.93% 2.06%
Number of salaries quoted 38 6 8
Median salary £55,000 £32,500 £52,000
Median salary % change year-on-year
+69.23% -37.50%
90% offered a salary of more than £40,000 £32,500 £42,050
10% offered a salary of more than £65,500 £47,500 £60,000
UK excluding London median salary £52,500 £50,000 £42,500
% change year-on-year
+5.00% +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
550 644 778
As % of all permanent IT jobs located in Oxford 89.14% 84.74% 85.21%
Number of salaries quoted 516 517 696
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 £32,500 £32,000
10% offered a salary of more than £70,000 £62,500 £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 3 May 2016.

Machine Learning Salary Histogram in Oxford

Machine Learning
Top 30 Related IT Skills in Oxford

For the 6 months to 3 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 53 (88.33%) Algorithms
2 42 (70.00%) C++
3 37 (61.67%) PhD
4 36 (60.00%) Degree
5 33 (55.00%) Computer Science
6 24 (40.00%) Python
7 22 (36.67%) Finance
8 21 (35.00%) Agile Software Development
9 18 (30.00%) OO
9 18 (30.00%) Big Data
10 17 (28.33%) Hedge funds
10 17 (28.33%) Data Analysis
11 16 (26.67%) Linux
12 15 (25.00%) C#
12 15 (25.00%) Java
12 15 (25.00%) MATLAB
12 15 (25.00%) Software Engineering
12 15 (25.00%) Signal Processing
12 15 (25.00%) Bayesian Methods
13 14 (23.33%) Physics
14 13 (21.67%) Natural Language Processing
14 13 (21.67%) Analytics
15 12 (20.00%) Apple iOS
15 12 (20.00%) Algorithmic Trading
15 12 (20.00%) Android
15 12 (20.00%) Android Development
15 12 (20.00%) iOS Development
16 11 (18.33%) .NET
16 11 (18.33%) SQL Server
17 10 (16.67%) C

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 5 (8.33%) Apache Spark
2 4 (6.67%) Apache
Cloud Services
1 8 (13.33%) Amazon AWS
2 1 (1.67%) Cloud Computing
2 1 (1.67%) Google Cloud Platform
Communications & Networking
1 2 (3.33%) Internet
2 1 (1.67%) Bluetooth
2 1 (1.67%) Wireless
Database & Business Intelligence
1 18 (30.00%) Big Data
2 11 (18.33%) SQL Server
3 6 (10.00%) Data Mining
4 5 (8.33%) NoSQL
5 4 (6.67%) GIS
6 3 (5.00%) KDB
6 3 (5.00%) MongoDB
7 2 (3.33%) Apache Cassandra
7 2 (3.33%) Hadoop
Development Applications
1 5 (8.33%) Git (software)
2 4 (6.67%) Maven
2 4 (6.67%) Visual Studio
3 1 (1.67%) Appcelerator Titanium
3 1 (1.67%) Jenkins
3 1 (1.67%) Xcode
General
1 22 (36.67%) Finance
2 4 (6.67%) Games
3 3 (5.00%) Law
4 1 (1.67%) Banking
4 1 (1.67%) Electronics
4 1 (1.67%) Investment Banking
4 1 (1.67%) Telecoms
Job Titles
1 39 (65.00%) Developer
2 22 (36.67%) C++ Developer
3 12 (20.00%) Linux Developer
4 11 (18.33%) C# Developer
4 11 (18.33%) C# Software Developer
4 11 (18.33%) Software Developer
5 8 (13.33%) Machine Learning Developer
6 7 (11.67%) Agile C# Developer
6 7 (11.67%) Agile Developer
7 5 (8.33%) Architect
7 5 (8.33%) Solutions Architect
8 4 (6.67%) Big Data Developer
9 3 (5.00%) Data Analytics Architect
9 3 (5.00%) Data Architect
9 3 (5.00%) Research Engineer
10 2 (3.33%) C++ Software Engineer
10 2 (3.33%) Data Scientist
10 2 (3.33%) Software Engineer
10 2 (3.33%) Web Analytics Specialist
10 2 (3.33%) Web Specialist
Libraries, Frameworks & Software Standards
1 13 (21.67%) Natural Language Processing
2 11 (18.33%) .NET
3 7 (11.67%) .NET Framework
3 7 (11.67%) JSON
3 7 (11.67%) XML
4 4 (6.67%) AngularJS
4 4 (6.67%) Esper
4 4 (6.67%) Pandas
4 4 (6.67%) PostGIS
4 4 (6.67%) Pyramid
4 4 (6.67%) SciPy
5 3 (5.00%) NumPy
6 2 (3.33%) Akka
6 2 (3.33%) Web Services
7 1 (1.67%) Apache Cordova
7 1 (1.67%) Cocoa
7 1 (1.67%) Corona SDK
7 1 (1.67%) Mono for Android
7 1 (1.67%) OpenCV
7 1 (1.67%) RhoMobile
Miscellaneous
1 53 (88.33%) Algorithms
2 33 (55.00%) Computer Science
3 17 (28.33%) Hedge funds
4 14 (23.33%) Physics
5 9 (15.00%) Mathematics
5 9 (15.00%) Visualisation
6 7 (11.67%) Artificial Intelligence
7 6 (10.00%) NHS
8 5 (8.33%) Analytical Skills
9 4 (6.67%) Statistics
10 2 (3.33%) Clustering
10 2 (3.33%) Internet of Things
10 2 (3.33%) Neural Network
11 1 (1.67%) Fintech
11 1 (1.67%) iPad
11 1 (1.67%) iPhone
11 1 (1.67%) Mobile App
11 1 (1.67%) Social Media
Operating Systems
1 16 (26.67%) Linux
2 12 (20.00%) Android
2 12 (20.00%) Apple iOS
Processes & Methodologies
1 21 (35.00%) Agile Software Development
2 18 (30.00%) OO
3 17 (28.33%) Data Analysis
4 15 (25.00%) Bayesian Methods
4 15 (25.00%) Signal Processing
4 15 (25.00%) Software Engineering
5 13 (21.67%) Analytics
6 12 (20.00%) Algorithmic Trading
6 12 (20.00%) Android Development
6 12 (20.00%) iOS Development
7 9 (15.00%) Data Analytics
8 7 (11.67%) Data Visualisation
8 7 (11.67%) OOD
8 7 (11.67%) Time Management
8 7 (11.67%) UML
9 5 (8.33%) Content Management
9 5 (8.33%) Data Modelling
9 5 (8.33%) TOGAF
9 5 (8.33%) Waterfall
9 5 (8.33%) Zachman Framework
Programming Languages
1 42 (70.00%) C++
2 24 (40.00%) Python
3 15 (25.00%) C#
3 15 (25.00%) Java
3 15 (25.00%) MATLAB
4 10 (16.67%) C
5 6 (10.00%) R
6 4 (6.67%) Scala
6 4 (6.67%) SQL
7 3 (5.00%) JavaScript
7 3 (5.00%) Ruby
8 2 (3.33%) COBOL
9 1 (1.67%) Embedded C++
9 1 (1.67%) Objective-C
9 1 (1.67%) PHP
Qualifications
1 37 (61.67%) PhD
2 36 (60.00%) Degree
Vendors
1 3 (5.00%) Oracle
2 1 (1.67%) Appcelerator
2 1 (1.67%) Google
2 1 (1.67%) Progress
2 1 (1.67%) Xamarin
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