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 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Machine Learning
South West / Bristol
Rank 121 117 109
Rank change year-on-year
-4 -8
Permanent jobs citing Machine Learning 4 11 20
As % of all permanent IT jobs located in Bristol 0.24% 0.62% 1.02%
As % of the Processes & Methodologies category 0.26% 0.69% 1.18%
Number of salaries quoted 1 9 12
Median salary £50,000 £52,500 £40,000
Median salary % change year-on-year
-4.76% +31.25%
UK excluding London median salary £50,000 £55,000 £42,500
% change year-on-year
-9.09% +29.41%

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
1511 1592 1701
As % of all permanent IT jobs located in Bristol 92.25% 90.15% 87.01%
Number of salaries quoted 1197 1435 1372
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £70,000 £61,000 £67,500
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
Top 30 Related IT Skills in Bristol

For the 6 months to 20 January 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 5 (71.43%) Agile Software Development
2 3 (42.86%) Hadoop
2 3 (42.86%) Analytics
2 3 (42.86%) Coaching
2 3 (42.86%) Apache Spark
2 3 (42.86%) Software Delivery
3 2 (28.57%) ELK Stack
3 2 (28.57%) Data Lake
3 2 (28.57%) Elasticsearch
3 2 (28.57%) Docker
3 2 (28.57%) logstash
3 2 (28.57%) Impala
3 2 (28.57%) Kibana
3 2 (28.57%) Microsoft Azure
3 2 (28.57%) Azure SQL Database
3 2 (28.57%) Big Data
3 2 (28.57%) Kafka
3 2 (28.57%) Apache Flume
3 2 (28.57%) SQL
3 2 (28.57%) ETL
3 2 (28.57%) Advertising
3 2 (28.57%) PostgreSQL
4 1 (14.29%) Programme Management
4 1 (14.29%) Business Intelligence
4 1 (14.29%) Java
4 1 (14.29%) Perl
4 1 (14.29%) Artificial Intelligence
4 1 (14.29%) Neural Network
4 1 (14.29%) Ruby
4 1 (14.29%) SAP Oil and Gas

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 3 (42.86%) Apache Spark
2 2 (28.57%) Elasticsearch
3 1 (14.29%) Apache
3 1 (14.29%) Apache Pig
Business Applications
1 1 (14.29%) SAP Oil and Gas
Cloud Services
1 2 (28.57%) Microsoft Azure
Database & Business Intelligence
1 3 (42.86%) Hadoop
2 2 (28.57%) Azure SQL Database
2 2 (28.57%) Big Data
2 2 (28.57%) Data Lake
2 2 (28.57%) Impala
2 2 (28.57%) PostgreSQL
3 1 (14.29%) Apache Hive
3 1 (14.29%) Data Mining
3 1 (14.29%) Data Warehouse
General
1 2 (28.57%) Advertising
2 1 (14.29%) Electronics
2 1 (14.29%) Finance
2 1 (14.29%) Manufacturing
2 1 (14.29%) Marketing
2 1 (14.29%) Telecoms
Job Titles
1 3 (42.86%) Analyst
1 3 (42.86%) Business Analyst
1 3 (42.86%) Data Engineer
2 2 (28.57%) Senior Data Engineer
3 1 (14.29%) Big Data Engineer
3 1 (14.29%) Data Programmer
3 1 (14.29%) Programmer
3 1 (14.29%) Python Programmer
3 1 (14.29%) Senior Manager
3 1 (14.29%) Senior Technical Manager
3 1 (14.29%) Technical Manager
Libraries, Frameworks & Software Standards
1 2 (28.57%) ELK Stack
1 2 (28.57%) Kafka
Miscellaneous
1 1 (14.29%) Artificial Intelligence
1 1 (14.29%) Computer Science
1 1 (14.29%) Mathematics
1 1 (14.29%) Neural Network
1 1 (14.29%) Statistics
Processes & Methodologies
1 5 (71.43%) Agile Software Development
2 3 (42.86%) Analytics
2 3 (42.86%) Coaching
2 3 (42.86%) Software Delivery
3 2 (28.57%) ETL
4 1 (14.29%) Actionable Insight
4 1 (14.29%) Business Intelligence
4 1 (14.29%) Data Analytics
4 1 (14.29%) Data Engineering
4 1 (14.29%) Deep Learning
4 1 (14.29%) Digital Marketing
4 1 (14.29%) MapReduce
4 1 (14.29%) OO
4 1 (14.29%) Programme Management
4 1 (14.29%) Qualitative Analysis
Programming Languages
1 2 (28.57%) SQL
2 1 (14.29%) Java
2 1 (14.29%) Perl
2 1 (14.29%) Python
2 1 (14.29%) Ruby
Qualifications
1 1 (14.29%) PhD
System Software
1 2 (28.57%) Apache Flume
1 2 (28.57%) Docker
Systems Management
1 2 (28.57%) Kibana
1 2 (28.57%) logstash
Vendors
1 1 (14.29%) SAP
Bristol
Computer Futures
Salary: £40000 - £55000 per annum + competitive
Posted: 2 days ago
Bristol, Avon
Understanding Recruitment
Salary: £70000 - £80000 per annum + bens
Posted: 4 days ago
Bristol, Avon
Understanding Recruitment
Salary: £35000 - £40000 per annum + stock options.
Posted: 4 days ago
Bristol
Computer Futures
Salary: £40000 - £55000 per annum + competitive
Posted: 4 days ago