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 5 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 Dec 2016
Same period 2015 Same period 2014
Machine Learning
Rank 62 89 111
Rank change year-on-year
+27 +22
Permanent jobs citing Machine Learning 45 47 5
As % of all permanent IT jobs located in Oxfordshire 3.34% 2.43% 0.32%
As % of the Processes & Methodologies category 3.89% 2.81% 0.38%
Number of salaries quoted 40 35 4
Median salary £42,500 £62,500 £61,250
Median salary % change year-on-year
-32.00% +2.04%
UK excluding London median salary £50,000 £50,500 £40,000
% change year-on-year
-0.99% +26.25%
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
1156 1675 1320
As % of all permanent IT jobs located in Oxfordshire 85.69% 86.52% 85.05%
Number of salaries quoted 917 1346 1108
Median salary £45,000 £47,500 £42,500
Median salary % change year-on-year
-5.26% +11.76%
90% offered a salary of more than £31,500 £32,500 £30,000
10% offered a salary of more than £67,500 £65,000 £65,000
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 5 December 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 5 December 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 +33 42 £42,500 -15.84% 3
Abingdon - 1 £50,000 - 3
Machine Learning
South East

Machine Learning
Top 30 Related IT Skills in Oxfordshire

For the 6 months to 5 December 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 50 (57.47%) PhD
2 49 (56.32%) C++
2 49 (56.32%) Algorithms
3 44 (50.57%) MATLAB
3 44 (50.57%) Software Engineering
4 43 (49.43%) R
5 42 (48.28%) Python
6 34 (39.08%) Computer Vision
7 31 (35.63%) STL
7 31 (35.63%) Boost C++ Libraries
8 30 (34.48%) OpenCV
9 28 (32.18%) Physics
10 27 (31.03%) Agile Software Development
11 26 (29.89%) Signal Processing
12 25 (28.74%) Analytics
12 25 (28.74%) Degree
12 25 (28.74%) Java
13 23 (26.44%) GNU Octave
14 22 (25.29%) Computer Science
15 18 (20.69%) C#
16 17 (19.54%) Git (software)
16 17 (19.54%) Mathematics
17 16 (18.39%) Robotics
18 14 (16.09%) Automotive
19 13 (14.94%) SQL
20 12 (13.79%) Big Data
20 12 (13.79%) Multithreading
21 10 (11.49%) Unit Testing
21 10 (11.49%) Amazon AWS
21 10 (11.49%) C

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 7 (8.05%) Apache Spark
2 4 (4.60%) Apache Solr
3 3 (3.45%) Apache
Applications
1 23 (26.44%) GNU Octave
2 1 (1.15%) MS Excel
Cloud Services
1 10 (11.49%) Amazon AWS
2 3 (3.45%) Cloud Computing
2 3 (3.45%) GitHub
2 3 (3.45%) Google Cloud Platform
Communications & Networking
1 3 (3.45%) Wireless
Database & Business Intelligence
1 12 (13.79%) Big Data
2 7 (8.05%) Data Mining
2 7 (8.05%) Hadoop
2 7 (8.05%) NoSQL
3 6 (6.90%) MongoDB
4 4 (4.60%) MySQL
4 4 (4.60%) Spotfire
4 4 (4.60%) SQL Server
5 2 (2.30%) GIS
5 2 (2.30%) Relational Database
6 1 (1.15%) Apache Cassandra
6 1 (1.15%) PostgreSQL
6 1 (1.15%) QlikView
6 1 (1.15%) RDBMS
6 1 (1.15%) Spatial Data
6 1 (1.15%) SQL Server Integration Services
Development Applications
1 17 (19.54%) Git (software)
2 7 (8.05%) CMake
3 6 (6.90%) Subversion
4 1 (1.15%) Talend Open Studio
General
1 14 (16.09%) Automotive
2 8 (9.20%) Marketing
3 7 (8.05%) Finance
4 4 (4.60%) Pharmaceutical
5 2 (2.30%) Games
Job Titles
1 32 (36.78%) Developer
2 27 (31.03%) Research Engineer
3 26 (29.89%) Computer Engineer
3 26 (29.89%) Computer Vision Engineer
4 20 (22.99%) Software Developer
5 13 (14.94%) Data Scientist
6 8 (9.20%) C++ Developer
7 7 (8.05%) C++ Software Developer
7 7 (8.05%) Programme Manager
7 7 (8.05%) Project Engineer
8 5 (5.75%) Algorithm Engineer
8 5 (5.75%) C# Developer
8 5 (5.75%) C# Software Developer
8 5 (5.75%) Software Engineer
9 4 (4.60%) Java Developer
10 3 (3.45%) Big Data Developer
10 3 (3.45%) Java Engineer
10 3 (3.45%) Java Software Engineer
10 3 (3.45%) MATLAB Developer
11 2 (2.30%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 31 (35.63%) Boost C++ Libraries
1 31 (35.63%) STL
2 30 (34.48%) OpenCV
3 8 (9.20%) OpenCL
3 8 (9.20%) OpenGL
4 6 (6.90%) AngularJS
5 5 (5.75%) Natural Language Processing
6 4 (4.60%) Django
6 4 (4.60%) Node.js
7 3 (3.45%) .NET
8 2 (2.30%) HTML
8 2 (2.30%) RESTful
8 2 (2.30%) Web Services
Miscellaneous
1 49 (56.32%) Algorithms
2 28 (32.18%) Physics
3 22 (25.29%) Computer Science
4 17 (19.54%) Mathematics
5 16 (18.39%) Robotics
6 9 (10.34%) Artificial Intelligence
7 8 (9.20%) CUDA
7 8 (9.20%) GPGPU
8 7 (8.05%) Embedded Systems
9 4 (4.60%) Analytical Skills
9 4 (4.60%) Biology
9 4 (4.60%) Chemistry
9 4 (4.60%) Informatics
9 4 (4.60%) Neural Network
10 3 (3.45%) Credit Risk
10 3 (3.45%) Data Structures
10 3 (3.45%) Mobile App
10 3 (3.45%) NHS
11 2 (2.30%) Statistics
12 1 (1.15%) Photography
Operating Systems
1 10 (11.49%) Linux
2 2 (2.30%) Android
2 2 (2.30%) Apple iOS
Processes & Methodologies
1 44 (50.57%) Software Engineering
2 34 (39.08%) Computer Vision
3 27 (31.03%) Agile Software Development
4 26 (29.89%) Signal Processing
5 25 (28.74%) Analytics
6 12 (13.79%) Multithreading
7 10 (11.49%) Unit Testing
8 9 (10.34%) Data Analytics
8 9 (10.34%) OO
9 8 (9.20%) Data Analysis
10 7 (8.05%) Portfolio Management
10 7 (8.05%) Project Management
10 7 (8.05%) Requirements Management
10 7 (8.05%) Revenue Recognition
11 6 (6.90%) Bayesian Methods
11 6 (6.90%) Image Processing
11 6 (6.90%) Predictive Analytics
11 6 (6.90%) Web Analytics
12 5 (5.75%) Distributed Algorithms
12 5 (5.75%) Statistical Modelling
Programming Languages
1 49 (56.32%) C++
2 44 (50.57%) MATLAB
3 43 (49.43%) R
4 42 (48.28%) Python
5 25 (28.74%) Java
6 18 (20.69%) C#
7 13 (14.94%) SQL
8 10 (11.49%) C
9 8 (9.20%) JavaScript
10 7 (8.05%) Ruby
11 2 (2.30%) PHP
11 2 (2.30%) VB
11 2 (2.30%) VBA
Qualifications
1 50 (57.47%) PhD
2 25 (28.74%) Degree
Vendors
1 3 (3.45%) Google
2 1 (1.15%) Cloudera
2 1 (1.15%) Talend
Abingdon, Oxfordshire
AFerry
Salary: From £25,000 to £40,000 per annum
Posted: 8 hours ago
Oxford, Oxfordshire
Verticality Ltd
Salary: £40000 - £45000 per annum, Benefits Benefits
Posted: 10 hours ago
Abingdon, Oxfordshire
Corriculo
Salary: From £35,000 to £45,000 per annum
Posted: 10 hours ago
Oxford, Oxfordshire
ENTERPRISE RECRUITMENT LTD
Salary: From £45,000 to £65,000 per annum
Posted: 3 days ago
Oxford, Oxfordshire
Provide Consulting Ltd
Posted: 6 days ago
Kidlington, Oxfordshire
Haybrook IT Resourcing Ltd
Salary: Up to £65,000 per annum + bonus and excellent benefits
Posted: 6 days ago
Abingdon, Oxfordshire
Corriculo
Salary: £35,000 - £40,000 per year
Posted: 26 days ago