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

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Machine Learning
Rank 80 - 113
Rank change year-on-year
- 0
Permanent jobs citing Machine Learning 55 0 10
As % of all permanent IT jobs located in Oxfordshire 3.23% - 0.62%
As % of the Processes & Methodologies category 3.64% - 0.73%
Number of salaries quoted 46 0 7
Median salary £55,000 - £44,000
90% offered a salary of more than £40,000 - £37,500
10% offered a salary of more than £65,000 - £51,000
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
1510 1244 1361
As % of all permanent IT jobs located in Oxfordshire 88.56% 82.88% 84.64%
Number of salaries quoted 1207 1037 1200
Median salary £50,000 £45,000 £45,000
Median salary % change year-on-year
+11.11% -
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £65,000 £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 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 25 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 25 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 -
Wallingford - 5 £40,000 -
Abingdon - 1 £42,500 -
Machine Learning
South East

Machine Learning
Top 30 Related IT Skills in Oxfordshire

For the 6 months to 25 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 79 (84.04%) Algorithms
2 65 (69.15%) PhD
3 55 (58.51%) C++
4 43 (45.74%) Software Engineering
5 40 (42.55%) Python
5 40 (42.55%) Computer Science
6 32 (34.04%) MATLAB
6 32 (34.04%) R
7 30 (31.91%) Agile Software Development
7 30 (31.91%) Degree
8 28 (29.79%) Signal Processing
9 26 (27.66%) Java
10 24 (25.53%) Big Data
11 23 (24.47%) C#
11 23 (24.47%) OO
12 22 (23.40%) C
13 21 (22.34%) Finance
13 21 (22.34%) Bayesian Methods
14 20 (21.28%) .NET
14 20 (21.28%) Mathematics
15 17 (18.09%) Artificial Intelligence
15 17 (18.09%) Linux
16 16 (17.02%) Android
16 16 (17.02%) Android Development
16 16 (17.02%) iOS Development
16 16 (17.02%) Natural Language Processing
17 15 (15.96%) Apple iOS
17 15 (15.96%) Analytics
17 15 (15.96%) Hedge funds
17 15 (15.96%) Physics

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 10 (10.64%) Apache Spark
2 4 (4.26%) Apache
3 2 (2.13%) Confluence
Applications
1 8 (8.51%) GNU Octave
Cloud Services
1 11 (11.70%) 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 24 (25.53%) Big Data
2 15 (15.96%) SQL Server
3 8 (8.51%) MongoDB
4 5 (5.32%) KDB
4 5 (5.32%) NoSQL
5 4 (4.26%) Data Mining
5 4 (4.26%) GIS
5 4 (4.26%) Hadoop
6 3 (3.19%) Apache Cassandra
7 2 (2.13%) RDBMS
7 2 (2.13%) Relational Database
8 1 (1.06%) MySQL
8 1 (1.06%) SQL Server Integration Services
Development Applications
1 11 (11.70%) Git (software)
2 4 (4.26%) Maven
2 4 (4.26%) Visual Studio
3 3 (3.19%) Jenkins
4 2 (2.13%) JIRA
4 2 (2.13%) Subversion
5 1 (1.06%) Appcelerator Titanium
5 1 (1.06%) Xcode
General
1 21 (22.34%) Finance
2 6 (6.38%) Games
3 2 (2.13%) Automotive
3 2 (2.13%) Marketing
3 2 (2.13%) Pharmaceutical
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 41 (43.62%) Developer
2 20 (21.28%) Research Engineer
3 19 (20.21%) C++ Developer
4 15 (15.96%) Computer Engineer
4 15 (15.96%) Software Developer
5 14 (14.89%) C# Developer
5 14 (14.89%) C# Software Developer
6 11 (11.70%) Software Engineer
7 10 (10.64%) Agile C# Developer
7 10 (10.64%) Agile Developer
7 10 (10.64%) Linux Developer
8 9 (9.57%) Algorithm Engineer
9 8 (8.51%) Data Scientist
10 7 (7.45%) Java Engineer
10 7 (7.45%) Machine Learning Developer
11 5 (5.32%) Big Data Developer
11 5 (5.32%) C++ Software Engineer
11 5 (5.32%) Senior Java Engineer
12 4 (4.26%) Java Developer
12 4 (4.26%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 20 (21.28%) .NET
2 16 (17.02%) Natural Language Processing
3 12 (12.77%) Boost C++ Libraries
3 12 (12.77%) OpenCV
4 11 (11.70%) STL
5 10 (10.64%) .NET Framework
5 10 (10.64%) JSON
5 10 (10.64%) XML
6 6 (6.38%) AngularJS
7 4 (4.26%) Esper
7 4 (4.26%) Pandas
7 4 (4.26%) PostGIS
7 4 (4.26%) Pyramid
7 4 (4.26%) SciPy
8 3 (3.19%) Django
8 3 (3.19%) NumPy
8 3 (3.19%) OpenCL
8 3 (3.19%) Web Services
9 1 (1.06%) Apache Cordova
9 1 (1.06%) Mono for Android
Miscellaneous
1 79 (84.04%) Algorithms
2 40 (42.55%) Computer Science
3 20 (21.28%) Mathematics
4 17 (18.09%) Artificial Intelligence
5 15 (15.96%) Hedge funds
5 15 (15.96%) Physics
6 14 (14.89%) Visualisation
7 8 (8.51%) Statistics
8 7 (7.45%) NHS
9 6 (6.38%) Neural Network
10 3 (3.19%) Analytical Skills
11 2 (2.13%) Biology
11 2 (2.13%) Chemistry
11 2 (2.13%) Credit Risk
11 2 (2.13%) Internet of Things
11 2 (2.13%) iPad
11 2 (2.13%) iPhone
11 2 (2.13%) Mobile App
11 2 (2.13%) Social Media
11 2 (2.13%) Streaming Video
Operating Systems
1 17 (18.09%) Linux
2 16 (17.02%) Android
3 15 (15.96%) Apple iOS
Processes & Methodologies
1 43 (45.74%) Software Engineering
2 30 (31.91%) Agile Software Development
3 28 (29.79%) Signal Processing
4 23 (24.47%) OO
5 21 (22.34%) Bayesian Methods
6 16 (17.02%) Android Development
6 16 (17.02%) iOS Development
7 15 (15.96%) Analytics
8 14 (14.89%) Data Analysis
9 12 (12.77%) OOD
10 10 (10.64%) Algorithmic Trading
10 10 (10.64%) Data Visualisation
10 10 (10.64%) Distributed Algorithms
10 10 (10.64%) Image Processing
10 10 (10.64%) Multithreading
10 10 (10.64%) Prototyping
10 10 (10.64%) UML
11 8 (8.51%) Time Management
12 6 (6.38%) Actionable Insight
13 5 (5.32%) Data Analytics
Programming Languages
1 55 (58.51%) C++
2 40 (42.55%) Python
3 32 (34.04%) MATLAB
3 32 (34.04%) R
4 26 (27.66%) Java
5 23 (24.47%) C#
6 22 (23.40%) C
7 9 (9.57%) SQL
8 2 (2.13%) Scala
8 2 (2.13%) VB
9 1 (1.06%) Embedded C++
9 1 (1.06%) JavaScript
9 1 (1.06%) Objective-C
9 1 (1.06%) Ruby
9 1 (1.06%) VBA
Qualifications
1 65 (69.15%) PhD
2 30 (31.91%) Degree
3 2 (2.13%) Postgraduate
Quality Assurance & Compliance
1 2 (2.13%) ISO13485
1 2 (2.13%) MISRA
2 1 (1.06%) QA
Vendors
1 5 (5.32%) Oracle
2 2 (2.13%) Atlassian
2 2 (2.13%) Google
3 1 (1.06%) Appcelerator
3 1 (1.06%) Xamarin
Oxfordshire
Linux Recruit
Salary: £40000 - £65000 per annum + Bonus
Posted: 3 days ago
Oxfordshire
Big Wednesday Digital Ltd
Salary: £45000 - £85000 per annum + Negotiable
Posted: 4 days ago
Oxfordshire
G2 Recruitment Solutions
Salary: £NEG
Posted: 13 days ago