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 30 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jul 2016
Same period 2015 Same period 2014
Machine Learning
Rank 48 - 72
Rank change year-on-year
- 0
Permanent jobs citing Machine Learning 47 0 8
As % of all permanent IT jobs located in Oxford 5.66% - 1.05%
As % of the Processes & Methodologies category 6.37% - 1.28%
Number of salaries quoted 41 0 5
Median salary £55,000 - £44,000
90% offered a salary of more than £40,000 - £43,100
10% offered a salary of more than £65,000 - £54,000
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
738 615 626
As % of all permanent IT jobs located in Oxford 88.92% 80.18% 81.94%
Number of salaries quoted 643 501 567
Median salary £50,000 £45,000 £45,000
Median salary % change year-on-year
+11.11% -
90% offered a salary of more than £35,000 £32,500 £30,000
10% offered a salary of more than £68,000 £65,000 £62,500
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 30 July 2016.

Machine Learning Salary Histogram in Oxford

Machine Learning
Top 30 Related IT Skills in Oxford

For the 6 months to 30 July 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 (88.37%) Algorithms
2 64 (74.42%) PhD
3 50 (58.14%) C++
4 39 (45.35%) Software Engineering
4 39 (45.35%) Computer Science
5 33 (38.37%) Python
6 29 (33.72%) MATLAB
6 29 (33.72%) Degree
7 28 (32.56%) Agile Software Development
8 27 (31.40%) R
9 26 (30.23%) Java
10 25 (29.07%) Signal Processing
11 23 (26.74%) Big Data
11 23 (26.74%) C#
12 22 (25.58%) OO
13 20 (23.26%) C
13 20 (23.26%) .NET
13 20 (23.26%) Finance
14 19 (22.09%) Bayesian Methods
15 17 (19.77%) Mathematics
15 17 (19.77%) Artificial Intelligence
16 16 (18.60%) Linux
16 16 (18.60%) Natural Language Processing
17 15 (17.44%) Physics
17 15 (17.44%) SQL Server
18 14 (16.28%) Android
18 14 (16.28%) Apple iOS
18 14 (16.28%) Hedge funds
18 14 (16.28%) Visualisation
18 14 (16.28%) Android Development

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 9 (10.47%) Apache Spark
2 4 (4.65%) Apache
Applications
1 8 (9.30%) GNU Octave
Cloud Services
1 8 (9.30%) Amazon AWS
2 2 (2.33%) Cloud Computing
2 2 (2.33%) Google Cloud Platform
Communications & Networking
1 2 (2.33%) Bluetooth
1 2 (2.33%) Internet
1 2 (2.33%) Wireless
Database & Business Intelligence
1 23 (26.74%) Big Data
2 15 (17.44%) SQL Server
3 7 (8.14%) MongoDB
4 5 (5.81%) KDB
5 4 (4.65%) Data Mining
5 4 (4.65%) GIS
5 4 (4.65%) Hadoop
5 4 (4.65%) NoSQL
6 3 (3.49%) Apache Cassandra
7 2 (2.33%) RDBMS
7 2 (2.33%) Relational Database
8 1 (1.16%) MySQL
8 1 (1.16%) SQL Server Integration Services
Development Applications
1 9 (10.47%) Git (software)
2 4 (4.65%) Maven
2 4 (4.65%) Visual Studio
3 2 (2.33%) Subversion
4 1 (1.16%) Appcelerator Titanium
4 1 (1.16%) Jenkins
4 1 (1.16%) Xcode
General
1 20 (23.26%) Finance
2 4 (4.65%) Games
3 2 (2.33%) Marketing
4 1 (1.16%) Advertising
4 1 (1.16%) Banking
4 1 (1.16%) Electronics
4 1 (1.16%) Investment Banking
4 1 (1.16%) Telecoms
Job Titles
1 39 (45.35%) Developer
2 18 (20.93%) Research Engineer
3 17 (19.77%) C++ Developer
4 15 (17.44%) Computer Engineer
4 15 (17.44%) Software Developer
5 14 (16.28%) C# Developer
5 14 (16.28%) C# Software Developer
6 10 (11.63%) Agile C# Developer
6 10 (11.63%) Agile Developer
7 9 (10.47%) Algorithm Engineer
7 9 (10.47%) Linux Developer
8 7 (8.14%) Java Engineer
8 7 (8.14%) Software Engineer
9 6 (6.98%) Data Scientist
9 6 (6.98%) Machine Learning Developer
10 5 (5.81%) Big Data Developer
10 5 (5.81%) Senior Java Engineer
11 4 (4.65%) Java Developer
11 4 (4.65%) Java Software Engineer
12 3 (3.49%) Technologist
Libraries, Frameworks & Software Standards
1 20 (23.26%) .NET
2 16 (18.60%) Natural Language Processing
3 10 (11.63%) .NET Framework
3 10 (11.63%) Boost C++ Libraries
3 10 (11.63%) JSON
3 10 (11.63%) OpenCV
3 10 (11.63%) XML
4 9 (10.47%) STL
5 5 (5.81%) AngularJS
6 4 (4.65%) Esper
6 4 (4.65%) Pandas
6 4 (4.65%) PostGIS
6 4 (4.65%) Pyramid
6 4 (4.65%) SciPy
7 3 (3.49%) NumPy
8 2 (2.33%) Django
9 1 (1.16%) Backbone.js
9 1 (1.16%) Cocoa
9 1 (1.16%) Web Services
9 1 (1.16%) Xamarin.iOS
Miscellaneous
1 76 (88.37%) Algorithms
2 39 (45.35%) Computer Science
3 17 (19.77%) Artificial Intelligence
3 17 (19.77%) Mathematics
4 15 (17.44%) Physics
5 14 (16.28%) Hedge funds
5 14 (16.28%) Visualisation
6 7 (8.14%) Statistics
7 6 (6.98%) NHS
8 4 (4.65%) Neural Network
9 3 (3.49%) Analytical Skills
10 2 (2.33%) Biology
10 2 (2.33%) Chemistry
10 2 (2.33%) Credit Risk
10 2 (2.33%) Internet of Things
10 2 (2.33%) iPad
10 2 (2.33%) iPhone
10 2 (2.33%) Mobile App
10 2 (2.33%) Social Media
11 1 (1.16%) Applied Mathematics
Operating Systems
1 16 (18.60%) Linux
2 14 (16.28%) Android
2 14 (16.28%) Apple iOS
Processes & Methodologies
1 39 (45.35%) Software Engineering
2 28 (32.56%) Agile Software Development
3 25 (29.07%) Signal Processing
4 22 (25.58%) OO
5 19 (22.09%) Bayesian Methods
6 14 (16.28%) Android Development
6 14 (16.28%) iOS Development
7 13 (15.12%) Data Analysis
8 12 (13.95%) Analytics
8 12 (13.95%) OOD
9 10 (11.63%) Data Visualisation
9 10 (11.63%) Distributed Algorithms
9 10 (11.63%) Multithreading
9 10 (11.63%) UML
10 9 (10.47%) Algorithmic Trading
10 9 (10.47%) Prototyping
11 8 (9.30%) Image Processing
12 7 (8.14%) Time Management
13 6 (6.98%) Actionable Insight
14 5 (5.81%) Open Source
Programming Languages
1 50 (58.14%) C++
2 33 (38.37%) Python
3 29 (33.72%) MATLAB
4 27 (31.40%) R
5 26 (30.23%) Java
6 23 (26.74%) C#
7 20 (23.26%) C
8 6 (6.98%) SQL
9 2 (2.33%) Scala
9 2 (2.33%) VB
10 1 (1.16%) Embedded C++
10 1 (1.16%) Objective-C
10 1 (1.16%) Ruby
10 1 (1.16%) VBA
Qualifications
1 64 (74.42%) PhD
2 29 (33.72%) Degree
Quality Assurance & Compliance
1 1 (1.16%) QA
Vendors
1 5 (5.81%) Oracle
2 2 (2.33%) Google
3 1 (1.16%) Appcelerator
3 1 (1.16%) Xamarin
Oxford, Oxfordshire
ENTERPRISE RECRUITMENT LTD
Salary: From £45,000 to £65,000 per annum
Posted: 4 days ago