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

3 months to
27 Aug 2016
Same period 2015 Same period 2014
Machine Learning
Rank 79 114 114
Rank change year-on-year
+35 0
Permanent jobs citing Machine Learning 46 2 6
As % of all permanent IT jobs located in Oxfordshire 3.02% 0.13% 0.39%
As % of the Processes & Methodologies category 3.38% 0.16% 0.47%
Number of salaries quoted 43 2 4
Median salary £57,500 £35,652 £44,500
Median salary % change year-on-year
+61.28% -19.88%
90% offered a salary of more than £37,500 £34,254 £42,950
10% offered a salary of more than £65,000 £37,050 £45,000
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
1359 1250 1286
As % of all permanent IT jobs located in Oxfordshire 89.29% 84.06% 84.05%
Number of salaries quoted 1094 1013 1098
Median salary £50,000 £45,000 £45,000
Median salary % change year-on-year
+11.11% -
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £65,000 £67,500 £60,000
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 27 August 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 27 August 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 +25 33 £57,500 +61.28% 2
Abingdon - 3 £30,000 - 1
Wallingford - 1 £37,500 -
Machine Learning
South East

Machine Learning
Top 30 Related IT Skills in Oxfordshire

For the 6 months to 27 August 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 72 (75.79%) Algorithms
2 70 (73.68%) PhD
3 50 (52.63%) C++
4 45 (47.37%) Software Engineering
5 39 (41.05%) Python
6 38 (40.00%) R
7 35 (36.84%) Computer Science
8 34 (35.79%) Agile Software Development
9 33 (34.74%) MATLAB
10 30 (31.58%) Java
11 29 (30.53%) C#
12 26 (27.37%) Big Data
12 26 (27.37%) Signal Processing
13 25 (26.32%) Analytics
13 25 (26.32%) Degree
14 22 (23.16%) C
15 20 (21.05%) Mathematics
15 20 (21.05%) .NET
15 20 (21.05%) OO
15 20 (21.05%) Computer Vision
16 17 (17.89%) Physics
16 17 (17.89%) SQL Server
16 17 (17.89%) Artificial Intelligence
17 16 (16.84%) Natural Language Processing
18 15 (15.79%) Bayesian Methods
18 15 (15.79%) Data Analysis
18 15 (15.79%) Finance
19 14 (14.74%) Boost C++ Libraries
19 14 (14.74%) OpenCV
20 13 (13.68%) Visualisation

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 12 (12.63%) Apache Spark
2 4 (4.21%) Apache
Applications
1 12 (12.63%) GNU Octave
2 1 (1.05%) MS Excel
Cloud Services
1 10 (10.53%) Amazon AWS
2 5 (5.26%) Cloud Computing
2 5 (5.26%) Google Cloud Platform
3 3 (3.16%) GitHub
Communications & Networking
1 5 (5.26%) Wireless
2 2 (2.11%) Bluetooth
2 2 (2.11%) Internet
Database & Business Intelligence
1 26 (27.37%) Big Data
2 17 (17.89%) SQL Server
3 9 (9.47%) Hadoop
4 8 (8.42%) MongoDB
5 7 (7.37%) NoSQL
6 6 (6.32%) GIS
7 5 (5.26%) Data Mining
8 4 (4.21%) Apache Cassandra
8 4 (4.21%) KDB
9 3 (3.16%) Relational Database
9 3 (3.16%) Spotfire
10 2 (2.11%) MySQL
10 2 (2.11%) RDBMS
11 1 (1.05%) PostgreSQL
11 1 (1.05%) QlikView
11 1 (1.05%) Spatial Data
11 1 (1.05%) SQL Server Integration Services
Development Applications
1 12 (12.63%) Git (software)
2 4 (4.21%) Visual Studio
3 3 (3.16%) Maven
4 2 (2.11%) Subversion
5 1 (1.05%) Appcelerator Titanium
5 1 (1.05%) Jenkins
5 1 (1.05%) Talend Open Studio
5 1 (1.05%) Xcode
General
1 15 (15.79%) Finance
2 6 (6.32%) Games
2 6 (6.32%) Marketing
3 3 (3.16%) Pharmaceutical
4 1 (1.05%) Advertising
4 1 (1.05%) Banking
4 1 (1.05%) Investment Banking
Job Titles
1 38 (40.00%) Developer
2 21 (22.11%) Research Engineer
3 19 (20.00%) Computer Engineer
3 19 (20.00%) Computer Vision Engineer
3 19 (20.00%) Software Developer
4 14 (14.74%) C# Developer
4 14 (14.74%) C# Software Developer
5 12 (12.63%) Data Scientist
6 10 (10.53%) Agile C# Developer
6 10 (10.53%) Agile Developer
6 10 (10.53%) C++ Developer
7 9 (9.47%) Algorithm Engineer
8 8 (8.42%) Software Engineer
9 7 (7.37%) Big Data Developer
9 7 (7.37%) Java Engineer
10 6 (6.32%) Machine Learning Developer
11 5 (5.26%) Algorithmic Trading Developer
11 5 (5.26%) C++ Developer - Algorithmic Trading
11 5 (5.26%) Linux Developer
11 5 (5.26%) Senior Java Engineer
Libraries, Frameworks & Software Standards
1 20 (21.05%) .NET
2 16 (16.84%) Natural Language Processing
3 14 (14.74%) Boost C++ Libraries
3 14 (14.74%) OpenCV
4 13 (13.68%) STL
5 10 (10.53%) .NET Framework
5 10 (10.53%) JSON
5 10 (10.53%) XML
6 7 (7.37%) AngularJS
7 5 (5.26%) Django
8 4 (4.21%) PostGIS
9 3 (3.16%) Esper
9 3 (3.16%) NumPy
9 3 (3.16%) Pandas
9 3 (3.16%) Pyramid
9 3 (3.16%) SciPy
10 2 (2.11%) HTML
10 2 (2.11%) RESTful
10 2 (2.11%) Web Services
11 1 (1.05%) Cocoa
Miscellaneous
1 72 (75.79%) Algorithms
2 35 (36.84%) Computer Science
3 20 (21.05%) Mathematics
4 17 (17.89%) Artificial Intelligence
4 17 (17.89%) Physics
5 13 (13.68%) Visualisation
6 9 (9.47%) Hedge funds
7 7 (7.37%) Statistics
8 6 (6.32%) Neural Network
9 5 (5.26%) Biology
9 5 (5.26%) Chemistry
9 5 (5.26%) Mobile App
9 5 (5.26%) NHS
10 4 (4.21%) Analytical Skills
11 3 (3.16%) Informatics
12 2 (2.11%) Credit Risk
12 2 (2.11%) Internet of Things
12 2 (2.11%) iPad
12 2 (2.11%) iPhone
12 2 (2.11%) Social Media
Operating Systems
1 12 (12.63%) Linux
2 11 (11.58%) Android
2 11 (11.58%) Apple iOS
Processes & Methodologies
1 45 (47.37%) Software Engineering
2 34 (35.79%) Agile Software Development
3 26 (27.37%) Signal Processing
4 25 (26.32%) Analytics
5 20 (21.05%) Computer Vision
5 20 (21.05%) OO
6 15 (15.79%) Bayesian Methods
6 15 (15.79%) Data Analysis
7 12 (12.63%) Data Analytics
7 12 (12.63%) OOD
8 11 (11.58%) Android Development
8 11 (11.58%) iOS Development
9 10 (10.53%) Data Visualisation
9 10 (10.53%) Distributed Algorithms
9 10 (10.53%) Multithreading
9 10 (10.53%) UML
10 8 (8.42%) Image Processing
11 7 (7.37%) OOP
12 6 (6.32%) Computational Linguistics
12 6 (6.32%) Time Management
Programming Languages
1 50 (52.63%) C++
2 39 (41.05%) Python
3 38 (40.00%) R
4 33 (34.74%) MATLAB
5 30 (31.58%) Java
6 29 (30.53%) C#
7 22 (23.16%) C
8 10 (10.53%) SQL
9 4 (4.21%) JavaScript
10 3 (3.16%) Ruby
10 3 (3.16%) VB
11 2 (2.11%) Scala
11 2 (2.11%) VBA
12 1 (1.05%) Embedded C++
12 1 (1.05%) Objective-C
12 1 (1.05%) PHP
Qualifications
1 70 (73.68%) PhD
2 25 (26.32%) Degree
Quality Assurance & Compliance
1 1 (1.05%) QA
Vendors
1 5 (5.26%) Google
2 4 (4.21%) Oracle
3 1 (1.05%) Appcelerator
3 1 (1.05%) Cloudera
3 1 (1.05%) Talend
3 1 (1.05%) Xamarin
Oxfordshire
G2 Recruitment Solutions
Salary: Competitive
Posted: 2 days ago
Abingdon, Oxfordshire
EasyWebRecruitment.com
Salary: Competitive
Posted: 2 days ago
Oxford, Oxfordshire
Provide Consulting Ltd
Posted: Yesterday
Kidlington, Oxfordshire
MARS Technical Recruitment
Salary: From £40,000 to £45,000 per annum
Posted: 4 days ago
Oxford, Oxfordshire
ENTERPRISE RECRUITMENT LTD
Salary: From £45,000 to £65,000 per annum
Posted: 4 days ago
Kidlington, Oxfordshire
X4 Group
Salary: £40k - 50k per year
Posted: Yesterday