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

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Machine Learning
Rank 52 76 73
Rank change year-on-year
+24 -3
Permanent jobs citing Machine Learning 25 6 6
As % of all permanent IT jobs located in Oxford 3.59% 0.78% 0.86%
As % of the Processes & Methodologies category 4.14% 0.96% 1.08%
Number of salaries quoted 23 5 3
Median salary £57,500 £75,000 £45,000
Median salary % change year-on-year
-23.33% +66.66%
UK excluding London median salary £50,000 £47,500 £40,000
% change year-on-year
+5.26% +18.75%
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
604 628 555
As % of all permanent IT jobs located in Oxford 86.66% 81.45% 79.51%
Number of salaries quoted 532 465 469
Median salary £46,749 £45,000 £45,000
Median salary % change year-on-year
+3.88% -
90% offered a salary of more than £30,000 £32,500 £30,000
10% offered a salary of more than £60,000 £65,000 £62,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 September 2016.

Machine Learning Salary Histogram in Oxford

Machine Learning
Top 30 Related IT Skills in Oxford

For the 6 months to 30 September 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 67 (85.90%) Algorithms
2 61 (78.21%) PhD
3 44 (56.41%) Software Engineering
4 42 (53.85%) C++
5 35 (44.87%) R
6 31 (39.74%) MATLAB
6 31 (39.74%) Agile Software Development
7 26 (33.33%) Python
7 26 (33.33%) Signal Processing
8 25 (32.05%) Java
8 25 (32.05%) Computer Vision
9 23 (29.49%) Computer Science
10 20 (25.64%) C#
11 19 (24.36%) STL
11 19 (24.36%) Boost C++ Libraries
12 18 (23.08%) Degree
12 18 (23.08%) Big Data
12 18 (23.08%) OpenCV
13 17 (21.79%) GNU Octave
14 16 (20.51%) Mathematics
14 16 (20.51%) Natural Language Processing
14 16 (20.51%) C
15 15 (19.23%) .NET
16 14 (17.95%) OO
16 14 (17.95%) Artificial Intelligence
17 12 (15.38%) Physics
17 12 (15.38%) Bayesian Methods
18 11 (14.10%) Analytics
19 10 (12.82%) Distributed Algorithms
19 10 (12.82%) Multithreading

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 (10.26%) Apache Spark
2 3 (3.85%) Apache
3 2 (2.56%) Apache Solr
Applications
1 17 (21.79%) GNU Octave
Cloud Services
1 8 (10.26%) Amazon AWS
2 2 (2.56%) Cloud Computing
2 2 (2.56%) Google Cloud Platform
Communications & Networking
1 2 (2.56%) Bluetooth
1 2 (2.56%) Wireless
2 1 (1.28%) Internet
Database & Business Intelligence
1 18 (23.08%) Big Data
2 10 (12.82%) SQL Server
3 6 (7.69%) MongoDB
4 5 (6.41%) NoSQL
5 4 (5.13%) Data Mining
6 3 (3.85%) Hadoop
6 3 (3.85%) KDB
7 2 (2.56%) Apache Cassandra
7 2 (2.56%) GIS
7 2 (2.56%) RDBMS
7 2 (2.56%) Relational Database
8 1 (1.28%) MySQL
8 1 (1.28%) SQL Server Integration Services
Development Applications
1 8 (10.26%) Git (software)
2 3 (3.85%) Maven
2 3 (3.85%) Subversion
3 2 (2.56%) Visual Studio
4 1 (1.28%) Appcelerator Titanium
4 1 (1.28%) Xcode
General
1 10 (12.82%) Finance
2 2 (2.56%) Games
2 2 (2.56%) Marketing
3 1 (1.28%) Advertising
Job Titles
1 25 (32.05%) Developer
1 25 (32.05%) Research Engineer
2 24 (30.77%) Computer Engineer
2 24 (30.77%) Computer Vision Engineer
3 12 (15.38%) Software Developer
4 10 (12.82%) C# Developer
4 10 (12.82%) C# Software Developer
5 9 (11.54%) Algorithm Engineer
6 7 (8.97%) Agile C# Developer
6 7 (8.97%) Agile Developer
6 7 (8.97%) Java Engineer
7 6 (7.69%) Software Engineer
8 5 (6.41%) Data Scientist
8 5 (6.41%) Java Developer
8 5 (6.41%) Senior Java Engineer
9 4 (5.13%) C++ Developer
9 4 (5.13%) Java Software Engineer
9 4 (5.13%) Machine Learning Developer
10 3 (3.85%) Machine Learning Scientist
10 3 (3.85%) Technologist
Libraries, Frameworks & Software Standards
1 19 (24.36%) Boost C++ Libraries
1 19 (24.36%) STL
2 18 (23.08%) OpenCV
3 16 (20.51%) Natural Language Processing
4 15 (19.23%) .NET
5 7 (8.97%) .NET Framework
5 7 (8.97%) JSON
5 7 (8.97%) XML
6 5 (6.41%) AngularJS
7 3 (3.85%) Esper
7 3 (3.85%) NumPy
7 3 (3.85%) Pandas
7 3 (3.85%) Pyramid
7 3 (3.85%) SciPy
8 2 (2.56%) Django
8 2 (2.56%) PostGIS
9 1 (1.28%) Backbone.js
9 1 (1.28%) Corona SDK
9 1 (1.28%) Node.js
9 1 (1.28%) OpenCL
Miscellaneous
1 67 (85.90%) Algorithms
2 23 (29.49%) Computer Science
3 16 (20.51%) Mathematics
4 14 (17.95%) Artificial Intelligence
5 12 (15.38%) Physics
6 10 (12.82%) Visualisation
7 7 (8.97%) Statistics
8 5 (6.41%) NHS
9 4 (5.13%) Analytical Skills
9 4 (5.13%) Hedge funds
10 3 (3.85%) Biology
10 3 (3.85%) Chemistry
10 3 (3.85%) Neural Network
11 2 (2.56%) Credit Risk
11 2 (2.56%) iPad
11 2 (2.56%) iPhone
11 2 (2.56%) Mobile App
11 2 (2.56%) Social Media
12 1 (1.28%) Data Structures
12 1 (1.28%) Internet of Things
Operating Systems
1 9 (11.54%) Android
1 9 (11.54%) Apple iOS
2 8 (10.26%) Linux
Processes & Methodologies
1 44 (56.41%) Software Engineering
2 31 (39.74%) Agile Software Development
3 26 (33.33%) Signal Processing
4 25 (32.05%) Computer Vision
5 14 (17.95%) OO
6 12 (15.38%) Bayesian Methods
7 11 (14.10%) Analytics
8 10 (12.82%) Distributed Algorithms
8 10 (12.82%) Multithreading
8 10 (12.82%) OOD
9 9 (11.54%) Android Development
9 9 (11.54%) iOS Development
10 8 (10.26%) Image Processing
11 7 (8.97%) Data Visualisation
11 7 (8.97%) UML
12 6 (7.69%) Computational Linguistics
12 6 (7.69%) Time Management
13 5 (6.41%) Data Analysis
14 4 (5.13%) Open Source
14 4 (5.13%) Unit Testing
Programming Languages
1 42 (53.85%) C++
2 35 (44.87%) R
3 31 (39.74%) MATLAB
4 26 (33.33%) Python
5 25 (32.05%) Java
6 20 (25.64%) C#
7 16 (20.51%) C
8 6 (7.69%) SQL
9 3 (3.85%) VB
10 2 (2.56%) Ruby
10 2 (2.56%) Scala
11 1 (1.28%) Embedded C++
11 1 (1.28%) JavaScript
11 1 (1.28%) Objective-C
11 1 (1.28%) VBA
Qualifications
1 61 (78.21%) PhD
2 18 (23.08%) Degree
Quality Assurance & Compliance
1 1 (1.28%) QA
Vendors
1 3 (3.85%) Oracle
2 2 (2.56%) Google
3 1 (1.28%) Appcelerator
3 1 (1.28%) Xamarin
Oxford, Oxfordshire
Verticality Ltd
Salary: £40000 - £45000 per annum, Benefits Benefits
Posted: 3 days ago
Oxford
G2 Recruitment Solutions
Salary: £NEG
Posted: 25 days ago