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

3 months to
26 May 2016
Same period 2015 Same period 2014
Machine Learning
Rank 76 120 106
Rank change year-on-year
+44 -14
Permanent jobs citing Machine Learning 48 2 28
As % of all permanent IT jobs located in Oxfordshire 3.11% 0.13% 1.59%
As % of the Processes & Methodologies category 3.55% 0.16% 1.84%
Number of salaries quoted 42 2 18
Median salary £42,500 £32,500 £42,500
Median salary % change year-on-year
+30.76% -23.52%
90% offered a salary of more than £40,000 £32,500 £41,000
10% offered a salary of more than £61,650 £32,500 £60,000
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
1354 1254 1522
As % of all permanent IT jobs located in Oxfordshire 87.64% 81.75% 86.53%
Number of salaries quoted 1087 984 1373
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 £70,000 £61,000 £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 26 May 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 26 May 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 +46 48 £55,000 +69.23% 6
Wallingford - 12 £40,000 - 1
Abingdon -25 4 £42,500 +30.76%
Machine Learning
South East

Machine Learning
Top 30 Related IT Skills in Oxfordshire

For the 6 months to 26 May 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 66 (75.86%) Algorithms
2 60 (68.97%) C++
3 53 (60.92%) PhD
4 45 (51.72%) Degree
5 40 (45.98%) Python
5 40 (45.98%) Computer Science
6 32 (36.78%) Agile Software Development
7 28 (32.18%) Software Engineering
8 27 (31.03%) MATLAB
9 26 (29.89%) Finance
10 25 (28.74%) OO
10 25 (28.74%) Java
11 24 (27.59%) Natural Language Processing
12 23 (26.44%) Signal Processing
13 22 (25.29%) Big Data
13 22 (25.29%) Bayesian Methods
13 22 (25.29%) Data Analysis
14 21 (24.14%) C
14 21 (24.14%) C#
14 21 (24.14%) Mathematics
15 20 (22.99%) Hedge funds
16 19 (21.84%) Linux
17 18 (20.69%) Android
17 18 (20.69%) R
17 18 (20.69%) Android Development
17 18 (20.69%) iOS Development
18 17 (19.54%) Apple iOS
18 17 (19.54%) Physics
19 15 (17.24%) Analytics
20 14 (16.09%) .NET

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 8 (9.20%) Apache Spark
2 5 (5.75%) Confluence
3 4 (4.60%) Apache
Cloud Services
1 12 (13.79%) Amazon AWS
2 2 (2.30%) Cloud Computing
2 2 (2.30%) Google Cloud Platform
Communications & Networking
1 2 (2.30%) Bluetooth
1 2 (2.30%) Internet
1 2 (2.30%) Wireless
Database & Business Intelligence
1 22 (25.29%) Big Data
2 12 (13.79%) SQL Server
3 11 (12.64%) Data Mining
3 11 (12.64%) NoSQL
4 6 (6.90%) MongoDB
5 5 (5.75%) KDB
6 4 (4.60%) GIS
7 3 (3.45%) Apache Cassandra
7 3 (3.45%) Hadoop
8 1 (1.15%) RDBMS
8 1 (1.15%) Relational Database
Development Applications
1 12 (13.79%) Git (software)
2 7 (8.05%) Maven
3 6 (6.90%) Jenkins
4 5 (5.75%) JIRA
5 4 (4.60%) Visual Studio
6 1 (1.15%) Appcelerator Titanium
6 1 (1.15%) Subversion
6 1 (1.15%) Xcode
General
1 26 (29.89%) Finance
2 5 (5.75%) Automotive
2 5 (5.75%) Pharmaceutical
3 4 (4.60%) Games
4 2 (2.30%) Law
5 1 (1.15%) Banking
5 1 (1.15%) Electronics
5 1 (1.15%) Investment Banking
5 1 (1.15%) Telecoms
Job Titles
1 42 (48.28%) Developer
2 25 (28.74%) C++ Developer
3 12 (13.79%) C# Developer
3 12 (13.79%) C# Software Developer
3 12 (13.79%) Linux Developer
3 12 (13.79%) Software Developer
4 10 (11.49%) Research Engineer
5 8 (9.20%) Agile C# Developer
5 8 (9.20%) Agile Developer
5 8 (9.20%) C++ Software Engineer
5 8 (9.20%) Software Engineer
6 7 (8.05%) Machine Learning Developer
7 6 (6.90%) Architect
7 6 (6.90%) C Software Engineer
7 6 (6.90%) C/C++ Software Engineer
7 6 (6.90%) Solutions Architect
8 5 (5.75%) Embedded C Engineer
8 5 (5.75%) Embedded C/C++ Engineer
8 5 (5.75%) Embedded C/C++ Software Engineer
8 5 (5.75%) Embedded C++ Engineer
Libraries, Frameworks & Software Standards
1 24 (27.59%) Natural Language Processing
2 14 (16.09%) .NET
3 8 (9.20%) .NET Framework
3 8 (9.20%) AngularJS
3 8 (9.20%) JSON
3 8 (9.20%) XML
4 7 (8.05%) Esper
4 7 (8.05%) Pandas
4 7 (8.05%) Pyramid
4 7 (8.05%) SciPy
5 6 (6.90%) Boost C++ Libraries
5 6 (6.90%) NumPy
5 6 (6.90%) OpenCL
5 6 (6.90%) OpenCV
6 5 (5.75%) STL
7 4 (4.60%) PostGIS
8 2 (2.30%) Web Services
9 1 (1.15%) Cocoa
9 1 (1.15%) J2EE
9 1 (1.15%) Xamarin.iOS
Miscellaneous
1 66 (75.86%) Algorithms
2 40 (45.98%) Computer Science
3 21 (24.14%) Mathematics
4 20 (22.99%) Hedge funds
5 17 (19.54%) Physics
6 12 (13.79%) Visualisation
7 9 (10.34%) Artificial Intelligence
7 9 (10.34%) NHS
7 9 (10.34%) Statistics
8 7 (8.05%) Analytical Skills
9 5 (5.75%) Streaming Video
10 3 (3.45%) Neural Network
11 2 (2.30%) Fintech
11 2 (2.30%) Internet of Things
11 2 (2.30%) iPad
11 2 (2.30%) iPhone
11 2 (2.30%) Mobile App
11 2 (2.30%) Social Media
12 1 (1.15%) Biology
12 1 (1.15%) Chemistry
Operating Systems
1 19 (21.84%) Linux
2 18 (20.69%) Android
3 17 (19.54%) Apple iOS
Processes & Methodologies
1 32 (36.78%) Agile Software Development
2 28 (32.18%) Software Engineering
3 25 (28.74%) OO
4 23 (26.44%) Signal Processing
5 22 (25.29%) Bayesian Methods
5 22 (25.29%) Data Analysis
6 18 (20.69%) Android Development
6 18 (20.69%) iOS Development
7 15 (17.24%) Analytics
8 12 (13.79%) Algorithmic Trading
9 11 (12.64%) Data Analytics
10 10 (11.49%) Image Processing
10 10 (11.49%) OOD
10 10 (11.49%) Time Management
11 8 (9.20%) Data Visualisation
11 8 (9.20%) Open Source
11 8 (9.20%) UML
12 7 (8.05%) Digital Signal Processing
12 7 (8.05%) Scrum
13 6 (6.90%) Zachman Framework
Programming Languages
1 60 (68.97%) C++
2 40 (45.98%) Python
3 27 (31.03%) MATLAB
4 25 (28.74%) Java
5 21 (24.14%) C
5 21 (24.14%) C#
6 18 (20.69%) R
7 8 (9.20%) Scala
8 6 (6.90%) JavaScript
9 5 (5.75%) COBOL
9 5 (5.75%) SQL
10 3 (3.45%) Ruby
11 1 (1.15%) Embedded C++
11 1 (1.15%) Objective-C
11 1 (1.15%) PHP
11 1 (1.15%) VB
Qualifications
1 53 (60.92%) PhD
2 45 (51.72%) Degree
3 5 (5.75%) Postgraduate
Quality Assurance & Compliance
1 5 (5.75%) ISO13485
1 5 (5.75%) MISRA
2 1 (1.15%) QA
Vendors
1 5 (5.75%) Atlassian
1 5 (5.75%) Oracle
2 2 (2.30%) Google
3 1 (1.15%) Appcelerator
3 1 (1.15%) Progress
3 1 (1.15%) Xamarin
Oxford, Oxfordshire
Randstad Technologies
Salary: £60000.00 per annum
Posted: 13 hours ago
Oxford, Oxfordshire
Verticality Ltd
Salary: £40000 - £45000 per annum, Benefits Benefits
Posted: Yesterday
Oxford, Oxfordshire
Understanding Recruitment
Salary: £60000 - £70000 per annum + bonus + equity
Posted: 3 days ago
Wallingford, Oxfordshire
IT Connections
Salary: £35,000 to £40,000
Posted: 5 days ago
Oxford, Oxfordshire
Client Server
Salary: £50k to £60k + benefits
Posted: 6 days ago
Oxford
Client Server
Salary: £50k to £60k + benefits
Posted: 15 days ago
Oxford
Client Server
Salary: £75k to £90k + benefits
Posted: 22 days ago