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 11 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
11 Feb 2016
Same period 2015 Same period 2014
Machine Learning
Rank 84 107 109
Rank change year-on-year
+23 +2
Permanent jobs citing Machine Learning 44 17 6
As % of all permanent IT jobs located in Oxfordshire 2.71% 1.18% 0.39%
As % of the Processes & Methodologies category 3.16% 1.35% 0.46%
Number of salaries quoted 39 17 6
Average salary £55,000 £55,000 £60,000
Average salary % change year-on-year
- -8.33%
90% offered a salary of more than £40,000 £35,000 £52,500
10% offered a salary of more than £62,500 £62,500 £70,000
UK excluding London average salary £55,000 £42,500 £40,000
% change year-on-year
+29.41% +6.25%
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
1391 1260 1295
As % of all permanent IT jobs located in Oxfordshire 85.71% 87.26% 83.17%
Number of salaries quoted 1112 1065 1079
Average salary £50,000 £45,000 £45,000
Average salary % change year-on-year
+11.11% -
90% offered a salary of more than £35,000 £30,000 £30,000
10% offered a salary of more than £65,000 £62,500 £65,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

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 11 February 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 11 February 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 -10 19 £55,000 -8.33% 5
Machine Learning
South East

Machine Learning
Top 30 Related IT Skills in Oxfordshire

For the 6 months to 11 February 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 64 (79.01%) Degree
2 56 (69.14%) Algorithms
3 54 (66.67%) C++
4 48 (59.26%) Python
5 46 (56.79%) Natural Language Processing
6 40 (49.38%) Agile Software Development
7 35 (43.21%) PhD
8 31 (38.27%) Analytics
9 28 (34.57%) Computer Science
10 26 (32.10%) Java
11 25 (30.86%) Data Modelling
11 25 (30.86%) Data Analytics
11 25 (30.86%) Analytical Skills
12 24 (29.63%) Mentoring
12 24 (29.63%) Waterfall
12 24 (29.63%) Finance
12 24 (29.63%) Zachman Framework
12 24 (29.63%) TOGAF
12 24 (29.63%) Content Management
12 24 (29.63%) Content Enrichment
13 23 (28.40%) MATLAB
14 22 (27.16%) Physics
15 21 (25.93%) Mathematics
15 21 (25.93%) Hedge funds
15 21 (25.93%) NoSQL
15 21 (25.93%) Data Mining
15 21 (25.93%) Data Analysis
16 18 (22.22%) C
16 18 (22.22%) C#
16 18 (22.22%) Enterprise Architecture

Machine Learning
Top Related IT Skills in Oxfordshire by Category

For the 6 months to 11 February 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 (6.17%) Confluence
2 1 (1.23%) Apache
2 1 (1.23%) Apache Spark
Cloud Services
1 12 (14.81%) Amazon AWS
Database & Business Intelligence
1 21 (25.93%) Data Mining
1 21 (25.93%) NoSQL
2 13 (16.05%) Big Data
3 1 (1.23%) KDB
3 1 (1.23%) MongoDB
Development Applications
1 13 (16.05%) Maven
2 8 (9.88%) Git (software)
3 5 (6.17%) Jenkins
3 5 (6.17%) JIRA
4 3 (3.70%) CMake
4 3 (3.70%) GCC
4 3 (3.70%) Xcode
General
1 24 (29.63%) Finance
2 6 (7.41%) Law
3 5 (6.17%) Automotive
3 5 (6.17%) Pharmaceutical
4 1 (1.23%) Electronics
4 1 (1.23%) Multimedia
4 1 (1.23%) Telecoms
Job Titles
1 29 (35.80%) Developer
2 24 (29.63%) Architect
3 22 (27.16%) Solutions Architect
4 16 (19.75%) C++ Developer
5 13 (16.05%) Data Architect
6 10 (12.35%) Data Analytics Architect
7 8 (9.88%) Linux Developer
8 6 (7.41%) AWS Architect
8 6 (7.41%) C++ Software Engineer
8 6 (7.41%) Machine Learning Developer
8 6 (7.41%) Software Engineer
9 5 (6.17%) C Software Engineer
9 5 (6.17%) Embedded C Engineer
9 5 (6.17%) Embedded C Software Engineer
9 5 (6.17%) Embedded C/C++ Engineer
9 5 (6.17%) Embedded C/C++ Software Engineer
9 5 (6.17%) Embedded C++ Engineer
9 5 (6.17%) Embedded C++ Software Engineer
9 5 (6.17%) Embedded Software Engineer
9 5 (6.17%) Research Engineer
Libraries, Frameworks & Software Standards
1 46 (56.79%) Natural Language Processing
2 13 (16.05%) AngularJS
2 13 (16.05%) Esper
2 13 (16.05%) Pandas
2 13 (16.05%) Pyramid
2 13 (16.05%) SciPy
3 9 (11.11%) NumPy
4 6 (7.41%) Akka
4 6 (7.41%) Web Services
5 5 (6.17%) Boost C++ Libraries
5 5 (6.17%) OpenCL
5 5 (6.17%) OpenCV
5 5 (6.17%) STL
Miscellaneous
1 56 (69.14%) Algorithms
2 28 (34.57%) Computer Science
3 25 (30.86%) Analytical Skills
4 22 (27.16%) Physics
5 21 (25.93%) Hedge funds
5 21 (25.93%) Mathematics
6 9 (11.11%) Statistics
7 6 (7.41%) NHS
8 5 (6.17%) Clustering
8 5 (6.17%) Streaming Video
9 3 (3.70%) Client/Server
9 3 (3.70%) CUDA
10 2 (2.47%) Fintech
11 1 (1.23%) Artificial Intelligence
11 1 (1.23%) Neural Network
11 1 (1.23%) N-Tier
11 1 (1.23%) Ontologies
11 1 (1.23%) Taxonomies
11 1 (1.23%) Visualisation
Operating Systems
1 14 (17.28%) Linux
2 6 (7.41%) Android
2 6 (7.41%) Apple iOS
3 1 (1.23%) Unix
Processes & Methodologies
1 40 (49.38%) Agile Software Development
2 31 (38.27%) Analytics
3 25 (30.86%) Data Analytics
3 25 (30.86%) Data Modelling
4 24 (29.63%) Content Enrichment
4 24 (29.63%) Content Management
4 24 (29.63%) Mentoring
4 24 (29.63%) TOGAF
4 24 (29.63%) Waterfall
4 24 (29.63%) Zachman Framework
5 21 (25.93%) Data Analysis
6 18 (22.22%) Enterprise Architecture
7 16 (19.75%) Open Source
8 13 (16.05%) Signal Processing
9 11 (13.58%) Image Processing
9 11 (13.58%) Software Engineering
10 10 (12.35%) Unit Testing
11 9 (11.11%) Financial Modelling
11 9 (11.11%) Fund Management
12 8 (9.88%) Algorithmic Trading
Programming Languages
1 54 (66.67%) C++
2 48 (59.26%) Python
3 26 (32.10%) Java
4 23 (28.40%) MATLAB
5 18 (22.22%) C
5 18 (22.22%) C#
6 16 (19.75%) JavaScript
7 13 (16.05%) Scala
8 12 (14.81%) COBOL
9 10 (12.35%) R
10 7 (8.64%) Ruby
11 3 (3.70%) Lua
12 1 (1.23%) PHP
12 1 (1.23%) SQL
Qualifications
1 64 (79.01%) Degree
2 35 (43.21%) PhD
3 5 (6.17%) Postgraduate
Quality Assurance & Compliance
1 5 (6.17%) ISO13485
1 5 (6.17%) MISRA
Vendors
1 5 (6.17%) Atlassian
2 3 (3.70%) Progress
3 1 (1.23%) Oracle
Oxford, Oxfordshire
ENTERPRISE RECRUITMENT LTD
Salary: From £30,000 to £65,000 per annum
Posted: 2 days ago
Oxford, Oxfordshire
Client Server
Salary: £50k to £60k + benefits
Posted: 6 days ago
Oxford
Client Server
Salary: £50,000 - £60,000 per year
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Oxford
G2 Recruitment
Salary: £NEG
Posted: 9 days ago
Oxford
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Salary: £50k to £60k + benefits
Posted: 13 days ago