The table below looks at the statistics for Machine Learning skills in IT jobs advertised for the Oxfordshire region. Included is a guide to the salaries offered in IT jobs that have cited Machine Learning over the 3 months to 2 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
2 Jul 2016
Same period 2015 Same period 2014
Machine Learning
Rank 79 - 113
Rank change year-on-year
- 0
Permanent jobs citing Machine Learning 52 0 19
As % of all permanent IT jobs located in Oxfordshire 3.16% - 1.12%
As % of the Processes & Methodologies category 3.60% - 1.31%
Number of salaries quoted 44 0 12
Median salary £45,000 - £43,250
90% offered a salary of more than £40,000 - £38,000
10% offered a salary of more than £65,000 - £58,400
UK excluding London median salary £50,000 £50,000 £42,500
% change year-on-year
- +17.64%
Machine Learning
South East

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Oxfordshire region.

Processes & Methodologies Category
Oxfordshire
Permanent IT job ads with a match in the
Processes & Methodologies category
1443 1300 1448
As % of all permanent IT jobs located in Oxfordshire 87.61% 81.30% 85.28%
Number of salaries quoted 1154 1071 1288
Median salary £50,000 £45,000 £45,000
Median salary % change year-on-year
+11.11% -
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £68,000 £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 Oxfordshire

The demand trend of job ads across the Oxfordshire 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 Oxfordshire

Machine Learning
Salary Trend in Oxfordshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Machine Learning across the Oxfordshire region.

Machine Learning Salary Trend in Oxfordshire

Machine Learning
Salary Histogram in Oxfordshire

This chart provides a salary histogram for IT jobs citing Machine Learning across the Oxfordshire region over the 3 months to 2 July 2016.

Machine Learning Salary Histogram in Oxfordshire

Machine Learning
Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Machine Learning within the Oxfordshire region over the 3 months to 2 July 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Oxford - 52 £55,000 - 6
Wallingford - 9 £40,000 -
Abingdon - 2 £42,500 -
Machine Learning
South East

Machine Learning
Top 30 Related IT Skills in Oxfordshire

For the 6 months to 2 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 Oxfordshire region with a requirement for Machine Learning.

1 80 (85.11%) Algorithms
2 62 (65.96%) PhD
3 58 (61.70%) C++
4 41 (43.62%) Computer Science
5 38 (40.43%) Software Engineering
5 38 (40.43%) Python
6 36 (38.30%) Degree
7 33 (35.11%) MATLAB
8 31 (32.98%) Agile Software Development
9 27 (28.72%) Signal Processing
10 26 (27.66%) OO
11 25 (26.60%) R
12 24 (25.53%) Java
13 23 (24.47%) Finance
13 23 (24.47%) C#
13 23 (24.47%) Big Data
13 23 (24.47%) Bayesian Methods
14 21 (22.34%) C
14 21 (22.34%) Mathematics
15 20 (21.28%) Data Analysis
15 20 (21.28%) .NET
16 19 (20.21%) Android
16 19 (20.21%) Android Development
16 19 (20.21%) iOS Development
16 19 (20.21%) Natural Language Processing
17 18 (19.15%) Apple iOS
17 18 (19.15%) Linux
18 17 (18.09%) Hedge funds
19 15 (15.96%) Artificial Intelligence
20 14 (14.89%) SQL Server

Machine Learning
Top Related IT Skills in Oxfordshire 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 (9.57%) Apache Spark
2 4 (4.26%) Apache
2 4 (4.26%) Confluence
Applications
1 4 (4.26%) GNU Octave
Cloud Services
1 13 (13.83%) Amazon AWS
2 2 (2.13%) Cloud Computing
2 2 (2.13%) Google Cloud Platform
Communications & Networking
1 2 (2.13%) Bluetooth
1 2 (2.13%) Internet
1 2 (2.13%) Wireless
Database & Business Intelligence
1 23 (24.47%) Big Data
2 14 (14.89%) SQL Server
3 7 (7.45%) MongoDB
4 6 (6.38%) NoSQL
5 5 (5.32%) Data Mining
5 5 (5.32%) KDB
6 4 (4.26%) GIS
6 4 (4.26%) Hadoop
7 3 (3.19%) Apache Cassandra
8 2 (2.13%) RDBMS
8 2 (2.13%) Relational Database
Development Applications
1 12 (12.77%) Git (software)
2 5 (5.32%) Jenkins
3 4 (4.26%) JIRA
3 4 (4.26%) Maven
3 4 (4.26%) Visual Studio
4 2 (2.13%) Subversion
5 1 (1.06%) Appcelerator Titanium
5 1 (1.06%) Xcode
General
1 23 (24.47%) Finance
2 4 (4.26%) Automotive
2 4 (4.26%) Games
2 4 (4.26%) Pharmaceutical
3 2 (2.13%) Law
4 1 (1.06%) Advertising
4 1 (1.06%) Banking
4 1 (1.06%) Electronics
4 1 (1.06%) Investment Banking
4 1 (1.06%) Telecoms
Job Titles
1 44 (46.81%) Developer
2 24 (25.53%) C++ Developer
3 17 (18.09%) Research Engineer
4 15 (15.96%) Software Developer
5 14 (14.89%) C# Developer
5 14 (14.89%) C# Software Developer
6 12 (12.77%) Linux Developer
7 11 (11.70%) Computer Engineer
7 11 (11.70%) Software Engineer
8 10 (10.64%) Agile C# Developer
8 10 (10.64%) Agile Developer
9 8 (8.51%) Algorithm Engineer
9 8 (8.51%) Machine Learning Developer
10 7 (7.45%) C++ Software Engineer
11 6 (6.38%) Java Engineer
12 5 (5.32%) C Software Engineer
12 5 (5.32%) C/C++ Software Engineer
12 5 (5.32%) Data Scientist
12 5 (5.32%) Senior Java Engineer
13 4 (4.26%) C/C++ Embedded Software Engineer
Libraries, Frameworks & Software Standards
1 20 (21.28%) .NET
2 19 (20.21%) Natural Language Processing
3 10 (10.64%) .NET Framework
3 10 (10.64%) Boost C++ Libraries
3 10 (10.64%) JSON
3 10 (10.64%) OpenCV
3 10 (10.64%) XML
4 9 (9.57%) STL
5 5 (5.32%) AngularJS
5 5 (5.32%) OpenCL
6 4 (4.26%) Esper
6 4 (4.26%) Pandas
6 4 (4.26%) PostGIS
6 4 (4.26%) Pyramid
6 4 (4.26%) SciPy
7 3 (3.19%) NumPy
8 2 (2.13%) Django
8 2 (2.13%) Web Services
9 1 (1.06%) Ruby on Rails
9 1 (1.06%) Xamarin.iOS
Miscellaneous
1 80 (85.11%) Algorithms
2 41 (43.62%) Computer Science
3 21 (22.34%) Mathematics
4 17 (18.09%) Hedge funds
5 15 (15.96%) Artificial Intelligence
6 14 (14.89%) Visualisation
7 13 (13.83%) Physics
8 10 (10.64%) NHS
9 7 (7.45%) Statistics
10 4 (4.26%) Analytical Skills
10 4 (4.26%) Streaming Video
11 3 (3.19%) Neural Network
12 2 (2.13%) Internet of Things
12 2 (2.13%) iPad
12 2 (2.13%) iPhone
12 2 (2.13%) Mobile App
12 2 (2.13%) Social Media
13 1 (1.06%) Applied Mathematics
13 1 (1.06%) Biology
13 1 (1.06%) Chemistry
Operating Systems
1 19 (20.21%) Android
2 18 (19.15%) Apple iOS
2 18 (19.15%) Linux
Processes & Methodologies
1 38 (40.43%) Software Engineering
2 31 (32.98%) Agile Software Development
3 27 (28.72%) Signal Processing
4 26 (27.66%) OO
5 23 (24.47%) Bayesian Methods
6 20 (21.28%) Data Analysis
7 19 (20.21%) Android Development
7 19 (20.21%) iOS Development
8 13 (13.83%) Analytics
9 12 (12.77%) Algorithmic Trading
9 12 (12.77%) Image Processing
9 12 (12.77%) OOD
9 12 (12.77%) Prototyping
10 11 (11.70%) Time Management
11 10 (10.64%) Data Visualisation
11 10 (10.64%) UML
12 8 (8.51%) Data Analytics
12 8 (8.51%) Distributed Algorithms
12 8 (8.51%) Multithreading
13 7 (7.45%) Digital Signal Processing
Programming Languages
1 58 (61.70%) C++
2 38 (40.43%) Python
3 33 (35.11%) MATLAB
4 25 (26.60%) R
5 24 (25.53%) Java
6 23 (24.47%) C#
7 21 (22.34%) C
8 4 (4.26%) Scala
8 4 (4.26%) SQL
9 2 (2.13%) COBOL
9 2 (2.13%) JavaScript
10 1 (1.06%) Embedded C++
10 1 (1.06%) Objective-C
10 1 (1.06%) Ruby
10 1 (1.06%) VB
Qualifications
1 62 (65.96%) PhD
2 36 (38.30%) Degree
3 4 (4.26%) Postgraduate
Quality Assurance & Compliance
1 4 (4.26%) ISO13485
1 4 (4.26%) MISRA
2 1 (1.06%) QA
Vendors
1 5 (5.32%) Oracle
2 4 (4.26%) Atlassian
3 2 (2.13%) Google
4 1 (1.06%) Appcelerator
4 1 (1.06%) Xamarin
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