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 31 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 May 2016
Same period 2015 Same period 2014
Machine Learning
Rank 112 132 -
Rank change year-on-year
+20 -
Permanent jobs citing Machine Learning 11 2 0
As % of all permanent IT jobs located in Bristol 0.65% 0.10% -
As % of the Processes & Methodologies category 0.73% 0.12% -
Number of salaries quoted 10 2 0
Median salary £45,000 £36,250 -
Median salary % change year-on-year
+24.13% -
UK excluding London median salary £50,000 £50,000 £42,500
% change year-on-year
- +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
1500 1632 1735
As % of all permanent IT jobs located in Bristol 89.18% 85.53% 86.71%
Number of salaries quoted 1322 1428 1397
Median salary £42,500 £42,500 £42,500
90% offered a salary of more than £30,000 £28,500 £30,000
10% offered a salary of more than £65,000 £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 31 May 2016.

Machine Learning Salary Histogram in Bristol

Machine Learning
Top 30 Related IT Skills in Bristol

For the 6 months to 31 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 19 (67.86%) C#
1 19 (67.86%) SQL
2 18 (64.29%) .NET
2 18 (64.29%) Computer Science
3 17 (60.71%) Mathematics
4 16 (57.14%) Degree
5 14 (50.00%) Agile Software Development
5 14 (50.00%) Physics
5 14 (50.00%) HTML
5 14 (50.00%) ASP.NET
5 14 (50.00%) CSS
5 14 (50.00%) OO
6 13 (46.43%) Software Engineering
7 12 (42.86%) Python
8 11 (39.29%) Analytics
9 10 (35.71%) JavaScript
9 10 (35.71%) MySQL
10 9 (32.14%) Web Services
10 9 (32.14%) PostgreSQL
10 9 (32.14%) OOD
10 9 (32.14%) NUnit
10 9 (32.14%) .NET Framework
10 9 (32.14%) WCF
10 9 (32.14%) LINQ
10 9 (32.14%) Unit Testing
10 9 (32.14%) Moq
10 9 (32.14%) R
10 9 (32.14%) Entity Framework
11 7 (25.00%) Data Analytics
11 7 (25.00%) 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 5 (17.86%) Apache Pig
1 5 (17.86%) Apache Spark
1 5 (17.86%) Elasticsearch
1 5 (17.86%) Node.js
2 1 (3.57%) Apache
2 1 (3.57%) SAS
Applications
1 1 (3.57%) SPSS
Cloud Services
1 6 (21.43%) Amazon AWS
Database & Business Intelligence
1 10 (35.71%) MySQL
2 9 (32.14%) PostgreSQL
3 7 (25.00%) Data Mining
4 6 (21.43%) Big Data
5 5 (17.86%) Amazon DynamoDB
5 5 (17.86%) Apache Hive
5 5 (17.86%) Hadoop
5 5 (17.86%) SQL Server
6 4 (14.29%) Apache Cassandra
6 4 (14.29%) HBase
6 4 (14.29%) MongoDB
6 4 (14.29%) NoSQL
6 4 (14.29%) Relational Database
6 4 (14.29%) SQLite
7 1 (3.57%) Mahout
Development Applications
1 9 (32.14%) Moq
1 9 (32.14%) NUnit
2 1 (3.57%) Ant
2 1 (3.57%) Maven
General
1 1 (3.57%) Finance
Job Titles
1 13 (46.43%) 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%) Data Scientist
2 9 (32.14%) Software Developer
2 9 (32.14%) SQL Developer
3 5 (17.86%) AWS Engineer
3 5 (17.86%) Elasticsearch Engineer
3 5 (17.86%) Machine Learning Engineer
4 4 (14.29%) Senior Developer
5 1 (3.57%) Big Data Engineer
5 1 (3.57%) Java Engineer
5 1 (3.57%) Java Software Engineer
5 1 (3.57%) Senior Data Scientist
5 1 (3.57%) Software Engineer
Libraries, Frameworks & Software Standards
1 18 (64.29%) .NET
2 14 (50.00%) ASP.NET
2 14 (50.00%) CSS
2 14 (50.00%) 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%) Natural Language Processing
5 5 (17.86%) AngularJS
5 5 (17.86%) ASP.NET MVC
5 5 (17.86%) KnockoutJS
6 3 (10.71%) D3.js
Miscellaneous
1 18 (64.29%) Computer Science
2 17 (60.71%) Mathematics
3 14 (50.00%) Physics
4 6 (21.43%) Artificial Intelligence
5 5 (17.86%) Analytical Skills
5 5 (17.86%) Statistics
6 4 (14.29%) Algorithms
7 3 (10.71%) Visualisation
8 2 (7.14%) Neural Network
9 1 (3.57%) Social Media
Processes & Methodologies
1 14 (50.00%) Agile Software Development
1 14 (50.00%) OO
2 13 (46.43%) Software Engineering
3 11 (39.29%) Analytics
4 9 (32.14%) OOD
4 9 (32.14%) Unit Testing
5 7 (25.00%) Data Analytics
6 5 (17.86%) API Development
6 5 (17.86%) E-Commerce
6 5 (17.86%) MVC
6 5 (17.86%) Responsive Web Design
6 5 (17.86%) Statistical Modelling
6 5 (17.86%) Web Design
7 4 (14.29%) Data Analysis
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
Programming Languages
1 19 (67.86%) C#
1 19 (67.86%) SQL
2 12 (42.86%) Python
3 10 (35.71%) JavaScript
4 9 (32.14%) R
5 6 (21.43%) Java
6 5 (17.86%) C++
6 5 (17.86%) Perl
6 5 (17.86%) Ruby
7 2 (7.14%) Scala
8 1 (3.57%) MATLAB
Qualifications
1 16 (57.14%) Degree
2 5 (17.86%) PhD
3 2 (7.14%) DV Cleared
3 2 (7.14%) Security Cleared
Vendors
1 3 (10.71%) Google
1 3 (10.71%) Microsoft
1 3 (10.71%) Omniture
2 1 (3.57%) Facebook
2 1 (3.57%) Twitter
Bristol, Avon
Heat Recruitment
Salary: From £40,000 to £55,000 per annum
Posted: 4 days ago
Bristol, Avon
KDR
Salary: £60000 - £90000 per annum + greenfield environment!
Posted: 5 days ago