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 average salaries offered in IT jobs that have cited Machine Learning over the 3 months to 1 May 2016 with a comparison to the same period in the previous 2 years.

3 months to
1 May 2016
Same period 2015 Same period 2014
Machine Learning
Rank 85 118 114
Rank change year-on-year
+33 -4
Permanent jobs citing Machine Learning 42 6 24
As % of all permanent IT jobs located in Oxfordshire 2.76% 0.39% 1.32%
As % of the Processes & Methodologies category 3.17% 0.46% 1.52%
Number of salaries quoted 38 6 16
Average salary £42,500 £32,500 £42,500
Average salary % change year-on-year
+30.76% -23.52%
UK excluding London average salary £52,500 £51,250 £42,500
% change year-on-year
+2.43% +20.58%
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
1325 1303 1581
As % of all permanent IT jobs located in Oxfordshire 86.94% 83.90% 86.96%
Number of salaries quoted 1105 1015 1385
Average salary £48,500 £45,000 £45,000
Average salary % change year-on-year
+7.77% -
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 average salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Machine Learning
Jobs Demand Trend in Oxfordshire

This chart provides a 3-month moving total of permanent IT jobs citing Machine Learning across the Oxfordshire region as a proportion of the total demand within 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 1 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 average salaries quoted in IT jobs citing Machine Learning within the Oxfordshire region over the 3 months to 1 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Oxford +43 40 £55,000 +69.23% 9
Wallingford - 11 £40,000 - 1
Abingdon -24 4 £42,500 +30.76%
Machine Learning
South East

Machine Learning
Top 30 Related IT Skills in Oxfordshire

For the 6 months to 1 May 2016, IT jobs across the Oxfordshire region citing Machine Learning also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Machine Learning.

1 65 (73.86%) Algorithms
2 62 (70.45%) C++
3 58 (65.91%) Degree
4 51 (57.95%) PhD
5 43 (48.86%) Python
6 40 (45.45%) Agile Software Development
6 40 (45.45%) Computer Science
7 34 (38.64%) Natural Language Processing
8 28 (31.82%) Finance
9 26 (29.55%) Java
10 24 (27.27%) MATLAB
11 23 (26.14%) C#
12 22 (25.00%) Big Data
12 22 (25.00%) Hedge funds
12 22 (25.00%) Analytics
13 21 (23.86%) Mathematics
13 21 (23.86%) Data Analysis
14 20 (22.73%) Software Engineering
14 20 (22.73%) C
14 20 (22.73%) Physics
14 20 (22.73%) Signal Processing
15 19 (21.59%) OO
16 18 (20.45%) Data Analytics
17 17 (19.32%) NoSQL
17 17 (19.32%) Data Mining
17 17 (19.32%) Bayesian Methods
18 16 (18.18%) Linux
19 14 (15.91%) Data Modelling
19 14 (15.91%) Zachman Framework
19 14 (15.91%) TOGAF

Machine Learning
Top Related IT Skills in Oxfordshire by Category

For the 6 months to 1 May 2016, IT jobs across the Oxfordshire region citing Machine Learning also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Machine Learning. Up to 20 skills are shown per category.

Application Platforms
1 5 (5.68%) Apache Spark
1 5 (5.68%) Confluence
2 4 (4.55%) Apache
Cloud Services
1 11 (12.50%) Amazon AWS
2 1 (1.14%) Cloud Computing
2 1 (1.14%) Google Cloud Platform
Communications & Networking
1 2 (2.27%) Internet
2 1 (1.14%) Bluetooth
2 1 (1.14%) Wireless
Database & Business Intelligence
1 22 (25.00%) Big Data
2 17 (19.32%) Data Mining
2 17 (19.32%) NoSQL
3 11 (12.50%) SQL Server
4 4 (4.55%) GIS
5 3 (3.41%) KDB
5 3 (3.41%) MongoDB
6 2 (2.27%) Apache Cassandra
6 2 (2.27%) Hadoop
Development Applications
1 10 (11.36%) Git (software)
2 9 (10.23%) Maven
3 6 (6.82%) Jenkins
4 5 (5.68%) JIRA
5 4 (4.55%) Visual Studio
6 1 (1.14%) Appcelerator Titanium
6 1 (1.14%) Xcode
General
1 28 (31.82%) Finance
2 5 (5.68%) Automotive
2 5 (5.68%) Pharmaceutical
3 4 (4.55%) Games
4 3 (3.41%) Law
5 1 (1.14%) Banking
5 1 (1.14%) Electronics
5 1 (1.14%) Investment Banking
5 1 (1.14%) Telecoms
Job Titles
1 43 (48.86%) Developer
2 24 (27.27%) C++ Developer
3 14 (15.91%) Architect
4 12 (13.64%) Linux Developer
4 12 (13.64%) Solutions Architect
5 11 (12.50%) C# Developer
5 11 (12.50%) C# Software Developer
5 11 (12.50%) Software Developer
6 10 (11.36%) Data Architect
7 8 (9.09%) C++ Software Engineer
7 8 (9.09%) Data Analytics Architect
7 8 (9.09%) Machine Learning Developer
7 8 (9.09%) Software Engineer
8 7 (7.95%) Agile C# Developer
8 7 (7.95%) Agile Developer
8 7 (7.95%) Research Engineer
9 6 (6.82%) C Software Engineer
9 6 (6.82%) C/C++ Software Engineer
9 6 (6.82%) Data Engineer
10 5 (5.68%) C/C++ Embedded Software Engineer
Libraries, Frameworks & Software Standards
1 34 (38.64%) Natural Language Processing
2 11 (12.50%) .NET
3 9 (10.23%) AngularJS
3 9 (10.23%) Esper
3 9 (10.23%) Pandas
3 9 (10.23%) Pyramid
3 9 (10.23%) SciPy
4 8 (9.09%) NumPy
5 7 (7.95%) .NET Framework
5 7 (7.95%) JSON
5 7 (7.95%) XML
6 6 (6.82%) Boost C++ Libraries
6 6 (6.82%) OpenCL
6 6 (6.82%) OpenCV
7 5 (5.68%) STL
8 4 (4.55%) PostGIS
8 4 (4.55%) Web Services
9 3 (3.41%) Akka
10 1 (1.14%) Corona SDK
10 1 (1.14%) RhoMobile
Miscellaneous
1 65 (73.86%) Algorithms
2 40 (45.45%) Computer Science
3 22 (25.00%) Hedge funds
4 21 (23.86%) Mathematics
5 20 (22.73%) Physics
6 14 (15.91%) Analytical Skills
7 10 (11.36%) Statistics
8 9 (10.23%) Visualisation
9 7 (7.95%) Artificial Intelligence
9 7 (7.95%) NHS
10 5 (5.68%) Streaming Video
11 3 (3.41%) Clustering
12 2 (2.27%) Fintech
12 2 (2.27%) Internet of Things
12 2 (2.27%) Neural Network
13 1 (1.14%) iPad
13 1 (1.14%) iPhone
13 1 (1.14%) Mobile App
13 1 (1.14%) Social Media
Operating Systems
1 16 (18.18%) Linux
2 14 (15.91%) Android
3 13 (14.77%) Apple iOS
Processes & Methodologies
1 40 (45.45%) Agile Software Development
2 22 (25.00%) Analytics
3 21 (23.86%) Data Analysis
4 20 (22.73%) Signal Processing
4 20 (22.73%) Software Engineering
5 19 (21.59%) OO
6 18 (20.45%) Data Analytics
7 17 (19.32%) Bayesian Methods
8 14 (15.91%) Android Development
8 14 (15.91%) Content Enrichment
8 14 (15.91%) Content Management
8 14 (15.91%) Data Modelling
8 14 (15.91%) iOS Development
8 14 (15.91%) Mentoring
8 14 (15.91%) TOGAF
8 14 (15.91%) Waterfall
8 14 (15.91%) Zachman Framework
9 12 (13.64%) Algorithmic Trading
10 11 (12.50%) Enterprise Architecture
11 9 (10.23%) Image Processing
Programming Languages
1 62 (70.45%) C++
2 43 (48.86%) Python
3 26 (29.55%) Java
4 24 (27.27%) MATLAB
5 23 (26.14%) C#
6 20 (22.73%) C
7 14 (15.91%) R
8 11 (12.50%) Scala
9 10 (11.36%) JavaScript
10 9 (10.23%) COBOL
11 4 (4.55%) Ruby
11 4 (4.55%) SQL
12 1 (1.14%) Embedded C++
12 1 (1.14%) Objective-C
12 1 (1.14%) PHP
Qualifications
1 58 (65.91%) Degree
2 51 (57.95%) PhD
3 5 (5.68%) Postgraduate
Quality Assurance & Compliance
1 5 (5.68%) ISO13485
1 5 (5.68%) MISRA
Vendors
1 5 (5.68%) Atlassian
2 3 (3.41%) Oracle
3 2 (2.27%) Progress
4 1 (1.14%) Appcelerator
4 1 (1.14%) Google
4 1 (1.14%) Xamarin
Wallingford, Oxfordshire
IT Connections
Salary: £35,000 to £45,000
Posted: 2 days ago
Didcot, Oxfordshire
RICHARD WHEELER ASSOCIATES
Salary: From £24,000 to £33,000 per annum + benefits
Posted: 3 days ago
Oxford
G2 Recruitment
Salary: £NEG
Posted: 5 days ago
Oxford
G2 Recruitment
Salary: £NEG
Posted: 5 days ago
Oxford, Oxfordshire
Client Server
Salary: £50k to £60k + benefits
Posted: 6 days ago
Kidlington, Oxfordshire
WheelRight
Salary: Up to £45,000 per annum , 25 days holiday plus bank holidays
Posted: 6 days ago
Oxford, Oxfordshire
Austin Fraser
Salary: £40000 - £50000 per annum
Posted: 6 days ago
Oxford
Client Server
Salary: £70k to £90k + benefits
Posted: 9 days ago
Oxford
Energon Global
Salary: £60000.00 - £100000.00 per annum + benefits + bonus
Posted: 10 days ago
Oxford
G2 Recruitment
Salary: £NEG
Posted: 12 days ago
Oxford
Client Server
Salary: £50k to £60k + benefits
Posted: 16 days ago
Oxford
Client Server
Salary: £50k to £60k + benefits
Posted: 23 days ago