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 25 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jun 2016
Same period 2015 Same period 2014
Machine Learning
Rank 106 136 -
Rank change year-on-year
+30 -
Permanent jobs citing Machine Learning 9 3 0
As % of all permanent IT jobs located in Bristol 0.57% 0.15% -
As % of the Processes & Methodologies category 0.63% 0.17% -
Number of salaries quoted 9 3 0
Median salary £45,000 £35,000 -
Median salary % change year-on-year
+28.57% -
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
1433 1720 1719
As % of all permanent IT jobs located in Bristol 90.75% 88.48% 86.60%
Number of salaries quoted 1234 1485 1349
Median salary £42,500 £42,500 £42,500
90% offered a salary of more than £30,000 £27,500 £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 25 June 2016.

Machine Learning Salary Histogram in Bristol

Machine Learning
Top 30 Related IT Skills in Bristol

For the 6 months to 25 June 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 (70.37%) SQL
1 19 (70.37%) Computer Science
2 18 (66.67%) C#
3 17 (62.96%) .NET
3 17 (62.96%) Degree
4 16 (59.26%) Mathematics
5 14 (51.85%) Physics
5 14 (51.85%) OO
6 13 (48.15%) Python
6 13 (48.15%) ASP.NET
6 13 (48.15%) CSS
6 13 (48.15%) HTML
6 13 (48.15%) Agile Software Development
7 11 (40.74%) Software Engineering
7 11 (40.74%) Analytics
8 9 (33.33%) R
8 9 (33.33%) Entity Framework
8 9 (33.33%) NUnit
8 9 (33.33%) WCF
8 9 (33.33%) LINQ
8 9 (33.33%) Unit Testing
8 9 (33.33%) .NET Framework
8 9 (33.33%) Moq
8 9 (33.33%) OOD
8 9 (33.33%) MySQL
8 9 (33.33%) Web Services
8 9 (33.33%) JavaScript
9 8 (29.63%) PostgreSQL
10 7 (25.93%) Data Analytics
11 6 (22.22%) Statistical Modelling

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 (22.22%) Apache Pig
1 6 (22.22%) Apache Spark
2 4 (14.81%) Elasticsearch
3 1 (3.70%) SAS
Applications
1 1 (3.70%) SPSS
Cloud Services
1 4 (14.81%) Amazon AWS
Database & Business Intelligence
1 9 (33.33%) MySQL
2 8 (29.63%) PostgreSQL
3 6 (22.22%) Apache Hive
3 6 (22.22%) Data Mining
3 6 (22.22%) Hadoop
4 5 (18.52%) Big Data
5 4 (14.81%) Amazon DynamoDB
5 4 (14.81%) Apache Cassandra
5 4 (14.81%) HBase
5 4 (14.81%) MongoDB
5 4 (14.81%) NoSQL
5 4 (14.81%) Relational Database
5 4 (14.81%) SQL Server
5 4 (14.81%) SQLite
6 2 (7.41%) Mahout
Development Applications
1 9 (33.33%) Moq
1 9 (33.33%) NUnit
General
1 2 (7.41%) Finance
Job Titles
1 13 (48.15%) Developer
2 10 (37.04%) Data Scientist
3 9 (33.33%) .NET Developer
3 9 (33.33%) .NET Software Developer
3 9 (33.33%) ASP.NET Developer
3 9 (33.33%) C# .NET Developer
3 9 (33.33%) C# ASP.NET Developer
3 9 (33.33%) C# Developer
3 9 (33.33%) C# Software Developer
3 9 (33.33%) Software Developer
3 9 (33.33%) SQL Developer
4 4 (14.81%) AWS Engineer
4 4 (14.81%) Elasticsearch Engineer
4 4 (14.81%) Machine Learning Engineer
4 4 (14.81%) Senior Developer
5 2 (7.41%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 17 (62.96%) .NET
2 13 (48.15%) ASP.NET
2 13 (48.15%) CSS
2 13 (48.15%) HTML
3 9 (33.33%) .NET Framework
3 9 (33.33%) Entity Framework
3 9 (33.33%) LINQ
3 9 (33.33%) WCF
3 9 (33.33%) Web Services
4 6 (22.22%) Natural Language Processing
5 4 (14.81%) AngularJS
5 4 (14.81%) ASP.NET MVC
5 4 (14.81%) KnockoutJS
5 4 (14.81%) Node.js
6 2 (7.41%) D3.js
Miscellaneous
1 19 (70.37%) Computer Science
2 16 (59.26%) Mathematics
3 14 (51.85%) Physics
4 6 (22.22%) Artificial Intelligence
5 4 (14.81%) Algorithms
5 4 (14.81%) Statistics
6 3 (11.11%) Analytical Skills
7 2 (7.41%) Neural Network
7 2 (7.41%) Visualisation
Processes & Methodologies
1 14 (51.85%) OO
2 13 (48.15%) Agile Software Development
3 11 (40.74%) Analytics
3 11 (40.74%) Software Engineering
4 9 (33.33%) OOD
4 9 (33.33%) Unit Testing
5 7 (25.93%) Data Analytics
6 6 (22.22%) Statistical Modelling
7 4 (14.81%) API Development
7 4 (14.81%) Data Analysis
7 4 (14.81%) DevOps
7 4 (14.81%) E-Commerce
7 4 (14.81%) Functional Programming
7 4 (14.81%) MapReduce
7 4 (14.81%) Migration
7 4 (14.81%) MVC
7 4 (14.81%) Open Source
7 4 (14.81%) Responsive Web Design
7 4 (14.81%) SOA
7 4 (14.81%) Web Design
Programming Languages
1 19 (70.37%) SQL
2 18 (66.67%) C#
3 13 (48.15%) Python
4 9 (33.33%) JavaScript
4 9 (33.33%) R
5 5 (18.52%) C++
5 5 (18.52%) Java
5 5 (18.52%) Perl
5 5 (18.52%) Ruby
6 2 (7.41%) MATLAB
6 2 (7.41%) Scala
Qualifications
1 17 (62.96%) Degree
2 6 (22.22%) PhD
3 1 (3.70%) DV Cleared
3 1 (3.70%) Security Cleared
Vendors
1 4 (14.81%) Google
1 4 (14.81%) Omniture
2 2 (7.41%) Microsoft
Bristol, Avon
Parallel Consulting
Salary: £40000 - £50000 per annum
Posted: 4 days ago
Bristol
ABILITY Resorucing Ltd
Salary: £45000 - £65000 per annum + Options
Posted: 11 days ago
Bristol
Recruitment Genius Ltd
Salary: £36000 - £48000 per annum
Posted: 11 days ago