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

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Machine Learning
Rank 77 111 109
Rank change year-on-year
+34 -2
Permanent jobs citing Machine Learning 41 6 6
As % of all permanent IT jobs located in Oxfordshire 2.76% 0.38% 0.40%
As % of the Processes & Methodologies category 3.12% 0.45% 0.49%
Number of salaries quoted 37 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
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
1316 1326 1233
As % of all permanent IT jobs located in Oxfordshire 88.50% 84.08% 81.98%
Number of salaries quoted 1017 1076 1045
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year
+5.55% -
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £65,000 £65,000 £58,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 29 September 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 29 September 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 +28 26 £57,500 -23.33% 2
Abingdon - 3 £30,000 -
Machine Learning
South East

Machine Learning
Top 30 Related IT Skills in Oxfordshire

For the 6 months to 29 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 Oxfordshire region with a requirement for Machine Learning.

1 68 (73.12%) Algorithms
2 67 (72.04%) PhD
3 49 (52.69%) Software Engineering
4 48 (51.61%) C++
5 42 (45.16%) R
6 38 (40.86%) Python
7 35 (37.63%) Agile Software Development
8 34 (36.56%) MATLAB
9 31 (33.33%) Java
10 26 (27.96%) C#
10 26 (27.96%) Signal Processing
11 25 (26.88%) Analytics
11 25 (26.88%) Computer Vision
12 23 (24.73%) Computer Science
13 21 (22.58%) Big Data
14 19 (20.43%) Mathematics
14 19 (20.43%) Boost C++ Libraries
14 19 (20.43%) C
14 19 (20.43%) STL
15 18 (19.35%) OO
15 18 (19.35%) Degree
15 18 (19.35%) OpenCV
16 17 (18.28%) GNU Octave
17 16 (17.20%) Natural Language Processing
18 15 (16.13%) .NET
18 15 (16.13%) Artificial Intelligence
19 14 (15.05%) Physics
20 13 (13.98%) SQL Server
20 13 (13.98%) Bayesian Methods
21 11 (11.83%) Apache Spark

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 11 (11.83%) Apache Spark
2 3 (3.23%) Apache
3 2 (2.15%) Apache Solr
Applications
1 17 (18.28%) GNU Octave
2 1 (1.08%) MS Excel
Cloud Services
1 11 (11.83%) Amazon AWS
2 5 (5.38%) Cloud Computing
2 5 (5.38%) Google Cloud Platform
3 3 (3.23%) GitHub
Communications & Networking
1 5 (5.38%) Wireless
2 2 (2.15%) Bluetooth
3 1 (1.08%) Internet
Database & Business Intelligence
1 21 (22.58%) Big Data
2 13 (13.98%) SQL Server
3 8 (8.60%) Hadoop
3 8 (8.60%) MongoDB
3 8 (8.60%) NoSQL
4 6 (6.45%) Data Mining
5 4 (4.30%) GIS
6 3 (3.23%) Apache Cassandra
6 3 (3.23%) KDB
6 3 (3.23%) MySQL
6 3 (3.23%) Relational Database
6 3 (3.23%) Spotfire
7 2 (2.15%) RDBMS
8 1 (1.08%) PostgreSQL
8 1 (1.08%) QlikView
8 1 (1.08%) Spatial Data
8 1 (1.08%) SQL Server Integration Services
Development Applications
1 10 (10.75%) Git (software)
2 3 (3.23%) Maven
2 3 (3.23%) Subversion
3 2 (2.15%) Visual Studio
4 1 (1.08%) Appcelerator Titanium
4 1 (1.08%) Talend Open Studio
4 1 (1.08%) Xcode
General
1 10 (10.75%) Finance
2 6 (6.45%) Marketing
3 4 (4.30%) Games
4 3 (3.23%) Pharmaceutical
5 1 (1.08%) Advertising
Job Titles
1 32 (34.41%) Developer
2 25 (26.88%) Research Engineer
3 24 (25.81%) Computer Engineer
3 24 (25.81%) Computer Vision Engineer
4 17 (18.28%) Software Developer
5 11 (11.83%) Data Scientist
6 10 (10.75%) C# Developer
6 10 (10.75%) C# Software Developer
7 9 (9.68%) Algorithm Engineer
8 7 (7.53%) Agile C# Developer
8 7 (7.53%) Agile Developer
8 7 (7.53%) Java Engineer
8 7 (7.53%) Software Engineer
9 5 (5.38%) Big Data Developer
9 5 (5.38%) Java Developer
9 5 (5.38%) Senior Java Engineer
10 4 (4.30%) C++ Developer
10 4 (4.30%) Java Software Engineer
10 4 (4.30%) Machine Learning Developer
11 3 (3.23%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 19 (20.43%) Boost C++ Libraries
1 19 (20.43%) STL
2 18 (19.35%) OpenCV
3 16 (17.20%) Natural Language Processing
4 15 (16.13%) .NET
5 8 (8.60%) AngularJS
6 7 (7.53%) .NET Framework
6 7 (7.53%) JSON
6 7 (7.53%) XML
7 5 (5.38%) Django
8 3 (3.23%) Esper
8 3 (3.23%) NumPy
8 3 (3.23%) Pandas
8 3 (3.23%) Pyramid
8 3 (3.23%) SciPy
9 2 (2.15%) HTML
9 2 (2.15%) Node.js
9 2 (2.15%) PostGIS
9 2 (2.15%) RESTful
9 2 (2.15%) Web Services
Miscellaneous
1 68 (73.12%) Algorithms
2 23 (24.73%) Computer Science
3 19 (20.43%) Mathematics
4 15 (16.13%) Artificial Intelligence
5 14 (15.05%) Physics
6 10 (10.75%) Visualisation
7 7 (7.53%) Statistics
8 5 (5.38%) Biology
8 5 (5.38%) Chemistry
8 5 (5.38%) Mobile App
8 5 (5.38%) Neural Network
8 5 (5.38%) NHS
9 4 (4.30%) Analytical Skills
9 4 (4.30%) Hedge funds
10 3 (3.23%) Informatics
11 2 (2.15%) Credit Risk
11 2 (2.15%) iPad
11 2 (2.15%) iPhone
11 2 (2.15%) Robotics
11 2 (2.15%) Social Media
Operating Systems
1 9 (9.68%) Android
1 9 (9.68%) Apple iOS
2 8 (8.60%) Linux
Processes & Methodologies
1 49 (52.69%) Software Engineering
2 35 (37.63%) Agile Software Development
3 26 (27.96%) Signal Processing
4 25 (26.88%) Analytics
4 25 (26.88%) Computer Vision
5 18 (19.35%) OO
6 13 (13.98%) Bayesian Methods
7 11 (11.83%) Data Analysis
7 11 (11.83%) Data Analytics
8 10 (10.75%) Distributed Algorithms
8 10 (10.75%) Multithreading
8 10 (10.75%) OOD
9 9 (9.68%) Android Development
9 9 (9.68%) iOS Development
10 8 (8.60%) Image Processing
11 7 (7.53%) Data Visualisation
11 7 (7.53%) UML
12 6 (6.45%) Computational Linguistics
12 6 (6.45%) Predictive Analytics
12 6 (6.45%) Time Management
Programming Languages
1 48 (51.61%) C++
2 42 (45.16%) R
3 38 (40.86%) Python
4 34 (36.56%) MATLAB
5 31 (33.33%) Java
6 26 (27.96%) C#
7 19 (20.43%) C
8 10 (10.75%) SQL
9 6 (6.45%) JavaScript
10 4 (4.30%) Ruby
11 3 (3.23%) VB
12 2 (2.15%) PHP
12 2 (2.15%) Scala
12 2 (2.15%) VBA
13 1 (1.08%) Embedded C++
13 1 (1.08%) Objective-C
Qualifications
1 67 (72.04%) PhD
2 18 (19.35%) Degree
Quality Assurance & Compliance
1 1 (1.08%) QA
Vendors
1 5 (5.38%) Google
2 3 (3.23%) Oracle
3 1 (1.08%) Appcelerator
3 1 (1.08%) Cloudera
3 1 (1.08%) Talend
3 1 (1.08%) Xamarin
Oxford, Oxfordshire
Verticality Ltd
Salary: £40000 - £45000 per annum, Benefits Benefits
Posted: 3 days ago
Oxford
G2 Recruitment Solutions
Salary: £NEG
Posted: 24 days ago