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 28 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jun 2016
Same period 2015 Same period 2014
Machine Learning
Rank 36 - 75
Rank change year-on-year
- 0
Permanent jobs citing Machine Learning 52 0 14
As % of all permanent IT jobs located in Oxford 6.98% - 1.66%
As % of the Processes & Methodologies category 7.69% - 1.99%
Number of salaries quoted 45 0 7
Median salary £55,000 - £44,000
90% offered a salary of more than £40,000 - £41,400
10% offered a salary of more than £65,000 - £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
676 635 702
As % of all permanent IT jobs located in Oxford 90.74% 79.77% 83.27%
Number of salaries quoted 595 532 640
Median salary £52,500 £45,000 £45,000
Median salary % change year-on-year
+16.66% -
90% offered a salary of more than £37,500 £32,500 £31,500
10% offered a salary of more than £70,000 £66,000 £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 28 June 2016.

Machine Learning Salary Histogram in Oxford

Machine Learning
Top 30 Related IT Skills in Oxford

For the 6 months to 28 June 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 76 (91.57%) Algorithms
2 58 (69.88%) PhD
3 50 (60.24%) C++
4 39 (46.99%) Computer Science
5 33 (39.76%) Degree
6 31 (37.35%) Software Engineering
7 30 (36.14%) Python
8 26 (31.33%) MATLAB
8 26 (31.33%) Agile Software Development
9 25 (30.12%) OO
10 23 (27.71%) Finance
11 22 (26.51%) Java
11 22 (26.51%) Signal Processing
12 21 (25.30%) Bayesian Methods
13 20 (24.10%) C#
14 19 (22.89%) .NET
14 19 (22.89%) R
14 19 (22.89%) Big Data
15 18 (21.69%) Linux
15 18 (21.69%) Data Analysis
16 17 (20.48%) C
16 17 (20.48%) Apple iOS
16 17 (20.48%) Hedge funds
16 17 (20.48%) Android
16 17 (20.48%) Android Development
16 17 (20.48%) iOS Development
17 16 (19.28%) Natural Language Processing
18 15 (18.07%) Mathematics
19 14 (16.87%) SQL Server
19 14 (16.87%) Visualisation

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 (9.64%) Apache Spark
2 4 (4.82%) Apache
Applications
1 4 (4.82%) GNU Octave
Cloud Services
1 10 (12.05%) Amazon AWS
2 2 (2.41%) Cloud Computing
2 2 (2.41%) Google Cloud Platform
Communications & Networking
1 2 (2.41%) Bluetooth
1 2 (2.41%) Internet
1 2 (2.41%) Wireless
Database & Business Intelligence
1 19 (22.89%) Big Data
2 14 (16.87%) SQL Server
3 6 (7.23%) MongoDB
4 5 (6.02%) KDB
5 4 (4.82%) GIS
6 3 (3.61%) Apache Cassandra
6 3 (3.61%) Data Mining
6 3 (3.61%) Hadoop
6 3 (3.61%) NoSQL
7 1 (1.20%) RDBMS
7 1 (1.20%) Relational Database
Development Applications
1 7 (8.43%) Git (software)
2 4 (4.82%) Maven
2 4 (4.82%) Visual Studio
3 1 (1.20%) Appcelerator Titanium
3 1 (1.20%) Jenkins
3 1 (1.20%) Subversion
3 1 (1.20%) Xcode
General
1 23 (27.71%) Finance
2 4 (4.82%) Games
3 2 (2.41%) Law
4 1 (1.20%) Advertising
4 1 (1.20%) Banking
4 1 (1.20%) Electronics
4 1 (1.20%) Investment Banking
4 1 (1.20%) Telecoms
Job Titles
1 42 (50.60%) Developer
2 23 (27.71%) C++ Developer
3 15 (18.07%) Software Developer
4 14 (16.87%) C# Developer
4 14 (16.87%) C# Software Developer
5 13 (15.66%) Research Engineer
6 12 (14.46%) Linux Developer
7 10 (12.05%) Agile C# Developer
7 10 (12.05%) Agile Developer
7 10 (12.05%) Computer Engineer
8 8 (9.64%) Algorithm Engineer
8 8 (9.64%) Machine Learning Developer
9 6 (7.23%) Java Engineer
10 5 (6.02%) Data Scientist
10 5 (6.02%) Senior Java Engineer
10 5 (6.02%) Software Engineer
11 4 (4.82%) Big Data Developer
12 3 (3.61%) Java Software Engineer
12 3 (3.61%) Machine Learning Scientist
12 3 (3.61%) Technologist
Libraries, Frameworks & Software Standards
1 19 (22.89%) .NET
2 16 (19.28%) Natural Language Processing
3 10 (12.05%) .NET Framework
3 10 (12.05%) JSON
3 10 (12.05%) XML
4 6 (7.23%) Boost C++ Libraries
4 6 (7.23%) OpenCV
5 5 (6.02%) AngularJS
5 5 (6.02%) STL
6 4 (4.82%) Esper
6 4 (4.82%) Pandas
6 4 (4.82%) PostGIS
6 4 (4.82%) Pyramid
6 4 (4.82%) SciPy
7 3 (3.61%) NumPy
8 1 (1.20%) Backbone.js
8 1 (1.20%) Django
8 1 (1.20%) J2EE
8 1 (1.20%) OpenCL
8 1 (1.20%) Xamarin.iOS
Miscellaneous
1 76 (91.57%) Algorithms
2 39 (46.99%) Computer Science
3 17 (20.48%) Hedge funds
4 15 (18.07%) Mathematics
5 14 (16.87%) Visualisation
6 13 (15.66%) Artificial Intelligence
6 13 (15.66%) Physics
7 9 (10.84%) NHS
8 6 (7.23%) Statistics
9 3 (3.61%) Analytical Skills
9 3 (3.61%) Neural Network
10 2 (2.41%) Internet of Things
10 2 (2.41%) iPad
10 2 (2.41%) iPhone
10 2 (2.41%) Mobile App
10 2 (2.41%) Social Media
11 1 (1.20%) Biology
11 1 (1.20%) Chemistry
Operating Systems
1 18 (21.69%) Linux
2 17 (20.48%) Android
2 17 (20.48%) Apple iOS
Processes & Methodologies
1 31 (37.35%) Software Engineering
2 26 (31.33%) Agile Software Development
3 25 (30.12%) OO
4 22 (26.51%) Signal Processing
5 21 (25.30%) Bayesian Methods
6 18 (21.69%) Data Analysis
7 17 (20.48%) Android Development
7 17 (20.48%) iOS Development
8 12 (14.46%) Algorithmic Trading
8 12 (14.46%) OOD
8 12 (14.46%) Prototyping
9 11 (13.25%) Analytics
10 10 (12.05%) Data Visualisation
10 10 (12.05%) Time Management
10 10 (12.05%) UML
11 8 (9.64%) Distributed Algorithms
11 8 (9.64%) Multithreading
12 7 (8.43%) Data Analytics
12 7 (8.43%) Image Processing
13 5 (6.02%) Open Source
Programming Languages
1 50 (60.24%) C++
2 30 (36.14%) Python
3 26 (31.33%) MATLAB
4 22 (26.51%) Java
5 20 (24.10%) C#
6 19 (22.89%) R
7 17 (20.48%) C
8 4 (4.82%) SQL
9 2 (2.41%) Scala
10 1 (1.20%) Embedded C++
10 1 (1.20%) Objective-C
10 1 (1.20%) Ruby
10 1 (1.20%) VB
Qualifications
1 58 (69.88%) PhD
2 33 (39.76%) Degree
Quality Assurance & Compliance
1 1 (1.20%) QA
Vendors
1 5 (6.02%) Oracle
2 2 (2.41%) Google
3 1 (1.20%) Appcelerator
3 1 (1.20%) Xamarin
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