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 24 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Feb 2017
Same period 2016 Same period 2015
Machine Learning
South West / Bristol
Rank 117 115 116
Rank change year-on-year
-2 +1
Permanent jobs citing Machine Learning 13 16 12
As % of all permanent IT jobs located in Bristol 0.72% 0.89% 0.62%
As % of the Processes & Methodologies category 0.79% 0.99% 0.71%
Number of salaries quoted 11 14 8
Median salary £47,500 £52,500 £40,000
Median salary % change year-on-year
-9.52% +31.25%
UK excluding London median salary £52,000 £55,000 £45,000
% change year-on-year
-5.45% +22.22%

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
1655 1624 1683
As % of all permanent IT jobs located in Bristol 91.39% 90.73% 87.29%
Number of salaries quoted 1331 1430 1378
Median salary £45,000 £43,500 £42,500
Median salary % change year-on-year
+3.44% +2.35%
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 £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 24 February 2017.

Machine Learning Salary Histogram in Bristol

Machine Learning
Top 30 Related IT Skills in Bristol

For the 6 months to 24 February 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 11 (64.71%) Java
1 11 (64.71%) Python
1 11 (64.71%) PhD
1 11 (64.71%) Artificial Intelligence
1 11 (64.71%) Deep Learning
2 10 (58.82%) Theano
2 10 (58.82%) Computer Vision
2 10 (58.82%) Software Engineering
2 10 (58.82%) Scala
2 10 (58.82%) Unity (Game Engine)
2 10 (58.82%) C++
2 10 (58.82%) Games
3 6 (35.29%) Neural Network
3 6 (35.29%) Agile Software Development
4 5 (29.41%) Reinforcement Learning
4 5 (29.41%) Bayesian Methods
4 5 (29.41%) Game Theory
4 5 (29.41%) Git (software)
4 5 (29.41%) DNN
4 5 (29.41%) OpenCV
4 5 (29.41%) 3D Graphics
4 5 (29.41%) C
4 5 (29.41%) Fortran
4 5 (29.41%) Linux
5 3 (17.65%) Coaching
5 3 (17.65%) Software Delivery
5 3 (17.65%) Big Data
6 2 (11.76%) Advertising
6 2 (11.76%) Finance
6 2 (11.76%) Hadoop

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 (29.41%) DNN
2 2 (11.76%) Apache Spark
3 1 (5.88%) Apache
3 1 (5.88%) Apache Pig
3 1 (5.88%) Elasticsearch
Business Applications
1 1 (5.88%) SAP Oil and Gas
Cloud Services
1 1 (5.88%) Microsoft Azure
Database & Business Intelligence
1 3 (17.65%) Big Data
2 2 (11.76%) Hadoop
3 1 (5.88%) Apache Hive
3 1 (5.88%) Azure SQL Database
3 1 (5.88%) Data Lake
3 1 (5.88%) Data Mining
3 1 (5.88%) Data Warehouse
3 1 (5.88%) Impala
3 1 (5.88%) PostgreSQL
Development Applications
1 5 (29.41%) Git (software)
General
1 10 (58.82%) Games
2 2 (11.76%) Advertising
2 2 (11.76%) Finance
3 1 (5.88%) Electronics
3 1 (5.88%) Manufacturing
3 1 (5.88%) Marketing
3 1 (5.88%) Telecoms
Job Titles
1 9 (52.94%) Software Engineer
2 6 (35.29%) Computer Engineer
2 6 (35.29%) Computer Vision Engineer
3 5 (29.41%) Graduate
4 4 (23.53%) Graduate Software Engineer
4 4 (23.53%) Machine Learning Engineer
5 3 (17.65%) Analyst
5 3 (17.65%) Business Analyst
6 2 (11.76%) Data Engineer
6 2 (11.76%) Developer
7 1 (5.88%) Big Data Engineer
7 1 (5.88%) Computer Vision Developer
7 1 (5.88%) Developer/Software Engineer
7 1 (5.88%) Image Processing Software Engineer
7 1 (5.88%) Programmer
7 1 (5.88%) Senior Data Engineer
7 1 (5.88%) Senior Developer
7 1 (5.88%) Senior Manager
7 1 (5.88%) Senior Technical Manager
7 1 (5.88%) Software Developer
Libraries, Frameworks & Software Standards
1 10 (58.82%) Theano
1 10 (58.82%) Unity (Game Engine)
2 5 (29.41%) OpenCV
3 1 (5.88%) .NET
3 1 (5.88%) ASP.NET
3 1 (5.88%) Elastic Stack
3 1 (5.88%) Kafka
Miscellaneous
1 5 (29.41%) 3D Graphics
2 1 (5.88%) Computer Science
2 1 (5.88%) Fintech
Operating Systems
1 5 (29.41%) Linux
Processes & Methodologies
1 11 (64.71%) Artificial Intelligence
1 11 (64.71%) Deep Learning
2 10 (58.82%) Computer Vision
2 10 (58.82%) Software Engineering
3 6 (35.29%) Agile Software Development
3 6 (35.29%) Neural Network
4 5 (29.41%) Bayesian Methods
4 5 (29.41%) Game Theory
4 5 (29.41%) Reinforcement Learning
5 3 (17.65%) Coaching
5 3 (17.65%) Software Delivery
6 2 (11.76%) Analytics
7 1 (5.88%) Actionable Insight
7 1 (5.88%) Data Analytics
7 1 (5.88%) Data Engineering
7 1 (5.88%) MapReduce
7 1 (5.88%) Mathematics
7 1 (5.88%) Programme Management
7 1 (5.88%) Qualitative Analysis
7 1 (5.88%) Statistics
Programming Languages
1 11 (64.71%) Java
1 11 (64.71%) Python
2 10 (58.82%) C++
2 10 (58.82%) Scala
3 5 (29.41%) C
3 5 (29.41%) Fortran
4 1 (5.88%) C#
4 1 (5.88%) Perl
4 1 (5.88%) Ruby
4 1 (5.88%) SQL
Qualifications
1 11 (64.71%) PhD
System Software
1 1 (5.88%) Apache Flume
1 1 (5.88%) Docker
Systems Management
1 1 (5.88%) Kibana
1 1 (5.88%) logstash
Vendors
1 1 (5.88%) SAP
Bristol
Churchill Frank
Posted: Yesterday
Bristol, Avon
Novate IT Ltd
Salary: £45000 - £70000 per annum + bonus + pension + benefits
Posted: 2 days ago
Bristol, Avon
Understanding Recruitment
Salary: £35000 - £40000 per annum + stock options.
Posted: 4 days ago
Bristol, Avon
Understanding Recruitment
Salary: £75000 - £85000 per annum + bens
Posted: 4 days ago