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 28 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Aug 2016
Same period 2015 Same period 2014
Machine Learning
Rank 123 136 118
Rank change year-on-year
+13 -18
Permanent jobs citing Machine Learning 5 2 3
As % of all permanent IT jobs located in Bristol 0.30% 0.11% 0.17%
As % of the Processes & Methodologies category 0.34% 0.12% 0.19%
Number of salaries quoted 5 2 3
Median salary £60,000 £36,250 £42,500
Median salary % change year-on-year
+65.51% -14.70%
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
1484 1689 1570
As % of all permanent IT jobs located in Bristol 89.02% 90.13% 87.71%
Number of salaries quoted 1273 1455 1232
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year
+5.88% -
90% offered a salary of more than £32,000 £30,000 £28,500
10% offered a salary of more than £67,500 £62,500 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 28 August 2016.

Machine Learning Salary Histogram in Bristol

Machine Learning
Top 30 Related IT Skills in Bristol

For the 6 months to 28 August 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 13 (81.25%) Analytics
2 12 (75.00%) Python
3 11 (68.75%) SQL
3 11 (68.75%) Computer Science
4 9 (56.25%) Degree
5 8 (50.00%) Apache Spark
5 8 (50.00%) Hadoop
6 7 (43.75%) R
6 7 (43.75%) PhD
6 7 (43.75%) PostgreSQL
7 6 (37.50%) Artificial Intelligence
7 6 (37.50%) C#
7 6 (37.50%) JavaScript
7 6 (37.50%) Apache Hive
7 6 (37.50%) Mathematics
7 6 (37.50%) Apache Pig
7 6 (37.50%) Statistical Modelling
7 6 (37.50%) Data Analytics
7 6 (37.50%) Natural Language Processing
8 5 (31.25%) Physics
8 5 (31.25%) Perl
8 5 (31.25%) C++
8 5 (31.25%) .NET
8 5 (31.25%) MySQL
8 5 (31.25%) Java
8 5 (31.25%) OO
8 5 (31.25%) Ruby
8 5 (31.25%) Web Analytics
8 5 (31.25%) Omniture
8 5 (31.25%) Google

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 8 (50.00%) Apache Spark
2 6 (37.50%) Apache Pig
3 3 (18.75%) Elasticsearch
4 1 (6.25%) SAS
Applications
1 1 (6.25%) SPSS
Cloud Services
1 2 (12.50%) Microsoft Azure
2 1 (6.25%) Amazon AWS
Database & Business Intelligence
1 8 (50.00%) Hadoop
2 7 (43.75%) PostgreSQL
3 6 (37.50%) Apache Hive
4 5 (31.25%) MySQL
5 4 (25.00%) Apache Cassandra
5 4 (25.00%) HBase
5 4 (25.00%) MongoDB
5 4 (25.00%) NoSQL
5 4 (25.00%) Relational Database
5 4 (25.00%) SQLite
6 3 (18.75%) Big Data
6 3 (18.75%) Data Mining
7 2 (12.50%) Azure SQL Database
7 2 (12.50%) Data Lake
7 2 (12.50%) Impala
7 2 (12.50%) Mahout
8 1 (6.25%) Amazon DynamoDB
8 1 (6.25%) SQL Server
General
1 2 (12.50%) Advertising
1 2 (12.50%) Finance
Job Titles
1 9 (56.25%) Data Scientist
2 4 (25.00%) Developer
2 4 (25.00%) Senior Developer
3 2 (12.50%) Data Engineer
3 2 (12.50%) Senior Data Scientist
4 1 (6.25%) AWS Engineer
4 1 (6.25%) Elasticsearch Engineer
4 1 (6.25%) Machine Learning Engineer
4 1 (6.25%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 6 (37.50%) Natural Language Processing
2 5 (31.25%) .NET
3 2 (12.50%) ELK Stack
3 2 (12.50%) Kafka
4 1 (6.25%) AngularJS
4 1 (6.25%) ASP.NET
4 1 (6.25%) ASP.NET MVC
4 1 (6.25%) CSS
4 1 (6.25%) HTML
4 1 (6.25%) KnockoutJS
4 1 (6.25%) Node.js
Miscellaneous
1 11 (68.75%) Computer Science
2 6 (37.50%) Artificial Intelligence
2 6 (37.50%) Mathematics
3 5 (31.25%) Physics
4 2 (12.50%) Algorithms
4 2 (12.50%) Analytical Skills
4 2 (12.50%) Neural Network
4 2 (12.50%) Statistics
Processes & Methodologies
1 13 (81.25%) Analytics
2 6 (37.50%) Data Analytics
2 6 (37.50%) Statistical Modelling
3 5 (31.25%) Migration
3 5 (31.25%) OO
3 5 (31.25%) Web Analytics
4 4 (25.00%) Agile Software Development
4 4 (25.00%) DevOps
4 4 (25.00%) Functional Programming
4 4 (25.00%) MapReduce
4 4 (25.00%) Open Source
4 4 (25.00%) Predictive Analytics
4 4 (25.00%) SOA
5 2 (12.50%) Data Analysis
5 2 (12.50%) Deep Learning
5 2 (12.50%) ETL
5 2 (12.50%) Statistical Learning
6 1 (6.25%) E-Commerce
6 1 (6.25%) MVC
6 1 (6.25%) Web Design
Programming Languages
1 12 (75.00%) Python
2 11 (68.75%) SQL
3 7 (43.75%) R
4 6 (37.50%) C#
4 6 (37.50%) JavaScript
5 5 (31.25%) C++
5 5 (31.25%) Java
5 5 (31.25%) Perl
5 5 (31.25%) Ruby
6 2 (12.50%) MATLAB
6 2 (12.50%) Scala
Qualifications
1 9 (56.25%) Degree
2 7 (43.75%) PhD
System Software
1 2 (12.50%) Apache Flume
1 2 (12.50%) Docker
Systems Management
1 2 (12.50%) Kibana
1 2 (12.50%) logstash
Vendors
1 5 (31.25%) Google
1 5 (31.25%) Omniture
Bristol, Avon
Ability Resourcing
Salary: £50000 - £62000 per annum + Options (Early Stage)
Posted: 14 hours ago
Bristol, Avon
Randstad Technologies
Salary: £60000.00 per annum
Posted: 4 days ago