The following table provides summary statistics for permanent job vacancies advertised in Bristol with a requirement for Machine Learning skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Machine Learning over the 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

Machine Learning
South West / Bristol
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 117 118 126
Rank change year-on-year +1 +8  
Permanent jobs citing Machine Learning 15 19 4
As % of all permanent IT jobs advertised in Bristol 0.82% 1.02% 0.21%
As % of the Processes & Methodologies category 0.90% 1.14% 0.24%
Number of salaries quoted 15 17 4
Median salary £37,500 £52,500 £40,000
Median salary % change year-on-year -28.57% +31.25%  
UK excluding London median salary £52,500 £54,000 £48,750
% change year-on-year -2.77% +10.76%  

Machine Learning is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Bristol with a requirement for process and methodology skills.

Process & Methodology Skills
Bristol
Permanent job vacancies with a requirement for process and methodology skills 1662 1669 1659
As % of all permanent IT job vacancies advertised in Bristol 90.67% 89.59% 85.56%
Number of salaries quoted 1375 1456 1392
Median salary £45,000 £43,000 £42,500
Median salary % change year-on-year +4.65% +1.17%  
90% offered a salary of more than £32,500 £30,000 £30,000
10% offered a salary of more than £65,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Machine Learning
Job Vacancy Trend in Bristol

The job posting trend of jobs advertised in Bristol citing Machine Learning as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Machine Learning in Bristol

Machine Learning
Salary Trend in Bristol

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Machine Learning in Bristol.

Salary trend for Machine Learning in Bristol

Machine Learning
Salary Histogram in Bristol

The salary distribution of IT jobs citing Machine Learning in Bristol over the 3 months to 28 March 2017.

Salary histogram for Machine Learning in Bristol

For the 6 months to 28 March 2017, 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 Bristol region with a requirement for Machine Learning.

1 15 (78.95%) Java
1 15 (78.95%) Python
1 15 (78.95%) PhD
1 15 (78.95%) Artificial Intelligence
1 15 (78.95%) Deep Learning
2 14 (73.68%) Unity (Game Engine)
2 14 (73.68%) Theano
2 14 (73.68%) Scala
2 14 (73.68%) C++
2 14 (73.68%) Games
2 14 (73.68%) Software Engineering
2 14 (73.68%) Computer Vision
3 8 (42.11%) 3D Graphics
3 8 (42.11%) Fortran
3 8 (42.11%) C
3 8 (42.11%) Bayesian Methods
3 8 (42.11%) Game Theory
4 7 (36.84%) Neural Network
5 6 (31.58%) Reinforcement Learning
5 6 (31.58%) DNN
5 6 (31.58%) Git (software)
5 6 (31.58%) OpenCV
5 6 (31.58%) Linux
6 5 (26.32%) Agile Software Development
7 3 (15.79%) Software Delivery
7 3 (15.79%) Coaching
8 2 (10.53%) Big Data
9 1 (5.26%) Data Analytics
9 1 (5.26%) Image Processing
9 1 (5.26%) Hadoop

Machine Learning
Co-occurring IT Skills in Bristol 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 6 (31.58%) DNN
2 1 (5.26%) Apache
2 1 (5.26%) Apache Pig
2 1 (5.26%) Apache Spark
Database & Business Intelligence
1 2 (10.53%) Big Data
2 1 (5.26%) Apache Hive
2 1 (5.26%) Data Mining
2 1 (5.26%) Hadoop
Development Applications
1 6 (31.58%) Git (software)
General
1 14 (73.68%) Games
2 1 (5.26%) Advertising
2 1 (5.26%) Finance
Job Titles
1 10 (52.63%) Software Engineer
2 8 (42.11%) Computer Engineer
2 8 (42.11%) Graduate
3 7 (36.84%) Computer Vision Engineer
3 7 (36.84%) Machine Learning Engineer
4 4 (21.05%) Graduate Software Engineer
5 3 (15.79%) Analyst
5 3 (15.79%) Business Analyst
6 2 (10.53%) C++ Software Engineer
6 2 (10.53%) Developer
7 1 (5.26%) .NET Developer
7 1 (5.26%) Computer Vision Developer
7 1 (5.26%) Data Engineer
7 1 (5.26%) Data Programmer
7 1 (5.26%) Games Engineer
7 1 (5.26%) Programmer
7 1 (5.26%) Python Programmer
7 1 (5.26%) Senior .NET Developer
7 1 (5.26%) Senior Developer
7 1 (5.26%) Software Developer
Libraries, Frameworks & Software Standards
1 14 (73.68%) Theano
1 14 (73.68%) Unity (Game Engine)
2 6 (31.58%) OpenCV
3 1 (5.26%) .NET
3 1 (5.26%) ASP.NET
Miscellaneous
1 8 (42.11%) 3D Graphics
2 1 (5.26%) Computer Science
2 1 (5.26%) Fintech
Operating Systems
1 6 (31.58%) Linux
Processes & Methodologies
1 15 (78.95%) Artificial Intelligence
1 15 (78.95%) Deep Learning
2 14 (73.68%) Computer Vision
2 14 (73.68%) Software Engineering
3 8 (42.11%) Bayesian Methods
3 8 (42.11%) Game Theory
4 7 (36.84%) Neural Network
5 6 (31.58%) Reinforcement Learning
6 5 (26.32%) Agile Software Development
7 3 (15.79%) Coaching
7 3 (15.79%) Software Delivery
8 1 (5.26%) Actionable Insight
8 1 (5.26%) Analytics
8 1 (5.26%) Data Analytics
8 1 (5.26%) Data Engineering
8 1 (5.26%) Image Processing
8 1 (5.26%) MapReduce
8 1 (5.26%) Mathematics
8 1 (5.26%) MVC
8 1 (5.26%) Statistics
Programming Languages
1 15 (78.95%) Java
1 15 (78.95%) Python
2 14 (73.68%) C++
2 14 (73.68%) Scala
3 8 (42.11%) C
3 8 (42.11%) Fortran
4 1 (5.26%) C#
4 1 (5.26%) Perl
4 1 (5.26%) Ruby
Qualifications
1 15 (78.95%) PhD
Bristol, Avon
Novate IT Ltd
Salary: £45000 - £70000 per annum + bonus + pension + benefits
Posted: Yesterday
Bristol
Recruitment Genius Ltd
Posted: 5 days ago
Bristol, Avon
Opus Recruitment Solutions Ltd
Salary: £35000 - £45000 per annum, Benefits Excellent Benefits
Posted: 6 days ago
Bristol
Computer Futures
Salary: £45000 - £55000 per annum + competitive
Posted: 19 days ago