The table below looks at the statistics for Machine Learning skills in IT jobs advertised for the Bristol region. Included is a guide to the salaries offered in IT jobs that have cited Machine Learning over the 3 months to 5 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 May 2016
Same period 2015 Same period 2014
Machine Learning
Rank 117 132 -
Rank change year-on-year
+15 -
Permanent jobs citing Machine Learning 14 2 0
As % of all permanent IT jobs located in Bristol 0.78% 0.099% -
As % of the Processes & Methodologies category 0.87% 0.12% -
Number of salaries quoted 13 2 0
Median salary £52,500 £36,250 -
Median salary % change year-on-year
+44.82% -
UK excluding London median salary £52,500 £50,000 £42,500
% change year-on-year
+5.00% +17.64%
Machine Learning
South West

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Bristol region.

Processes & Methodologies Category
Bristol
Permanent IT job ads with a match in the
Processes & Methodologies category
1610 1721 1768
As % of all permanent IT jobs located in Bristol 89.25% 85.28% 87.92%
Number of salaries quoted 1408 1450 1407
Median salary £42,500 £42,500 £42,500
90% offered a salary of more than £29,600 £30,000 £28,900
10% offered a salary of more than £63,000 £60,000 £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 Bristol

The demand trend of job ads across the Bristol 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 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 across the Bristol region.

Machine Learning Salary Trend in Bristol

Machine Learning
Salary Histogram in Bristol

This chart provides a salary histogram for IT jobs citing Machine Learning across the Bristol region over the 3 months to 5 May 2016.

Machine Learning Salary Histogram in Bristol

Machine Learning
Top 30 Related IT Skills in Bristol

For the 6 months to 5 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 Bristol region with a requirement for Machine Learning.

1 20 (71.43%) C#
2 19 (67.86%) .NET
3 17 (60.71%) SQL
3 17 (60.71%) Mathematics
4 16 (57.14%) Computer Science
5 15 (53.57%) Degree
5 15 (53.57%) Agile Software Development
5 15 (53.57%) Software Engineering
5 15 (53.57%) ASP.NET
5 15 (53.57%) CSS
5 15 (53.57%) HTML
6 14 (50.00%) OO
7 12 (42.86%) Physics
8 11 (39.29%) JavaScript
8 11 (39.29%) MySQL
8 11 (39.29%) Analytics
9 10 (35.71%) Python
9 10 (35.71%) PostgreSQL
10 9 (32.14%) NUnit
10 9 (32.14%) WCF
10 9 (32.14%) LINQ
10 9 (32.14%) Unit Testing
10 9 (32.14%) OOD
10 9 (32.14%) Web Services
10 9 (32.14%) .NET Framework
10 9 (32.14%) Moq
10 9 (32.14%) R
10 9 (32.14%) Entity Framework
11 8 (28.57%) Amazon AWS
11 8 (28.57%) Data Mining

Machine Learning
Top Related 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 (21.43%) Elasticsearch
1 6 (21.43%) Node.js
2 4 (14.29%) Apache Pig
2 4 (14.29%) Apache Spark
3 1 (3.57%) Apache
3 1 (3.57%) SAS
Applications
1 1 (3.57%) Mathematica
1 1 (3.57%) SPSS
Cloud Services
1 8 (28.57%) Amazon AWS
Communications & Networking
1 1 (3.57%) Internet
Database & Business Intelligence
1 11 (39.29%) MySQL
2 10 (35.71%) PostgreSQL
3 8 (28.57%) Data Mining
4 6 (21.43%) Amazon DynamoDB
4 6 (21.43%) Big Data
4 6 (21.43%) SQL Server
5 4 (14.29%) Apache Cassandra
5 4 (14.29%) Apache Hive
5 4 (14.29%) Hadoop
5 4 (14.29%) HBase
5 4 (14.29%) MongoDB
5 4 (14.29%) NoSQL
5 4 (14.29%) Relational Database
5 4 (14.29%) SQLite
Development Applications
1 9 (32.14%) Moq
1 9 (32.14%) NUnit
2 2 (7.14%) Ant
2 2 (7.14%) Maven
General
1 1 (3.57%) Finance
Job Titles
1 14 (50.00%) Developer
2 9 (32.14%) .NET Developer
2 9 (32.14%) .NET Software Developer
2 9 (32.14%) ASP.NET Developer
2 9 (32.14%) C# .NET Developer
2 9 (32.14%) C# ASP.NET Developer
2 9 (32.14%) C# Developer
2 9 (32.14%) C# Software Developer
2 9 (32.14%) Software Developer
2 9 (32.14%) SQL Developer
3 7 (25.00%) Data Scientist
4 6 (21.43%) AWS Engineer
4 6 (21.43%) Elasticsearch Engineer
4 6 (21.43%) Machine Learning Engineer
5 4 (14.29%) Senior Developer
6 2 (7.14%) Java Engineer
6 2 (7.14%) Java Software Engineer
6 2 (7.14%) Software Engineer
7 1 (3.57%) Data Engineer
7 1 (3.57%) Machine Learning Developer
Libraries, Frameworks & Software Standards
1 19 (67.86%) .NET
2 15 (53.57%) ASP.NET
2 15 (53.57%) CSS
2 15 (53.57%) HTML
3 9 (32.14%) .NET Framework
3 9 (32.14%) Entity Framework
3 9 (32.14%) LINQ
3 9 (32.14%) WCF
3 9 (32.14%) Web Services
4 6 (21.43%) AngularJS
4 6 (21.43%) ASP.NET MVC
4 6 (21.43%) KnockoutJS
4 6 (21.43%) Natural Language Processing
5 3 (10.71%) D3.js
6 1 (3.57%) scikit-learn
6 1 (3.57%) STL
Miscellaneous
1 17 (60.71%) Mathematics
2 16 (57.14%) Computer Science
3 12 (42.86%) Physics
4 6 (21.43%) Analytical Skills
4 6 (21.43%) Artificial Intelligence
5 5 (17.86%) Statistics
6 4 (14.29%) Algorithms
7 3 (10.71%) Neural Network
7 3 (10.71%) Visualisation
8 2 (7.14%) Social Media
9 1 (3.57%) Internet of Things
9 1 (3.57%) Mobile App
9 1 (3.57%) Smartphone
Processes & Methodologies
1 15 (53.57%) Agile Software Development
1 15 (53.57%) Software Engineering
2 14 (50.00%) OO
3 11 (39.29%) Analytics
4 9 (32.14%) OOD
4 9 (32.14%) Unit Testing
5 7 (25.00%) Data Analytics
6 6 (21.43%) API Development
6 6 (21.43%) E-Commerce
6 6 (21.43%) MVC
6 6 (21.43%) Responsive Web Design
6 6 (21.43%) Web Design
7 4 (14.29%) DevOps
7 4 (14.29%) Functional Programming
7 4 (14.29%) MapReduce
7 4 (14.29%) Open Source
7 4 (14.29%) Predictive Analytics
7 4 (14.29%) SOA
7 4 (14.29%) Statistical Modelling
8 3 (10.71%) Linear Algebra
Programming Languages
1 20 (71.43%) C#
2 17 (60.71%) SQL
3 11 (39.29%) JavaScript
4 10 (35.71%) Python
5 9 (32.14%) R
6 7 (25.00%) Java
7 6 (21.43%) C++
8 5 (17.86%) Perl
8 5 (17.86%) Ruby
9 2 (7.14%) Scala
10 1 (3.57%) Embedded C++
10 1 (3.57%) MATLAB
Qualifications
1 15 (53.57%) Degree
2 3 (10.71%) PhD
3 2 (7.14%) DV Cleared
3 2 (7.14%) Security Cleared
Vendors
1 3 (10.71%) Microsoft
2 2 (7.14%) Facebook
2 2 (7.14%) Twitter
3 1 (3.57%) Google
3 1 (3.57%) Omniture
Bristol, Avon
Parallel Consulting
Salary: £40000 - £50000 per annum
Posted: 2 days ago
Bristol, Avon
Third Republic Ltd
Salary: Up to £55,000 per annum
Posted: 6 days ago
Bristol, Avon
Third Republic Ltd
Salary: Up to £85,000 per annum
Posted: 6 days ago
Bristol
ABILITY Resorucing Ltd
Salary: £35000 - £55000 per annum
Posted: 9 days ago