The table below looks at the statistics for Machine Learning skills in IT jobs advertised for the South West region. Included is a guide to the salaries offered in IT jobs that have cited Machine Learning over the 3 months to 21 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Machine Learning
England / South West
Rank 185 225 218
Rank change year-on-year
+40 -7
Permanent jobs citing Machine Learning 40 23 26
As % of all permanent IT jobs located in the South West 0.82% 0.41% 0.43%
As % of the Processes & Methodologies category 0.93% 0.46% 0.50%
Number of salaries quoted 34 21 17
Median salary £45,000 £47,500 £40,000
Median salary % change year-on-year
-5.26% +18.75%
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 South West region.

Processes & Methodologies Category
South West
Permanent IT job ads with a match in the
Processes & Methodologies category
4310 4956 5242
As % of all permanent IT jobs located in the South West 88.28% 88.90% 86.85%
Number of salaries quoted 3523 4163 4392
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £30,000 £30,000 £28,500
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 the South West

The demand trend of job ads across the South West 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 the South West

Machine Learning
Salary Trend in the South West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Machine Learning across the South West region.

Machine Learning Salary Trend in the South West

Machine Learning
Salary Histogram in the South West

This chart provides a salary histogram for IT jobs citing Machine Learning across the South West region over the 3 months to 21 January 2017.

Machine Learning Salary Histogram in the South West

Machine Learning
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Machine Learning within the South West region over the 3 months to 21 January 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Dorset +40 18 £40,000 -11.11% 2
Devon +1 8 £52,500 +61.53% 1
Bristol -3 4 £50,000 -4.76% 4
Gloucestershire -11 3 £32,500 -50.00%
Wiltshire - 1 - - 1
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in the South West

For the 6 months to 21 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 South West region with a requirement for Machine Learning.

1 42 (51.85%) Agile Software Development
2 41 (50.62%) Analytics
3 38 (46.91%) Degree
4 36 (44.44%) Java
4 36 (44.44%) SQL
4 36 (44.44%) Data Analytics
5 33 (40.74%) C#
5 33 (40.74%) TDD
6 30 (37.04%) MongoDB
6 30 (37.04%) NoSQL
7 28 (34.57%) Mobile App
8 26 (32.10%) Computer Science
9 25 (30.86%) Big Data
10 23 (28.40%) Hadoop
11 22 (27.16%) Scrum
12 21 (25.93%) Apache Spark
13 20 (24.69%) C++
13 20 (24.69%) Python
13 20 (24.69%) Internet
14 19 (23.46%) Electronics
15 18 (22.22%) Firmware
15 18 (22.22%) Web Services
15 18 (22.22%) Product Management
15 18 (22.22%) BDD
15 18 (22.22%) Use Case
15 18 (22.22%) Kanban
15 18 (22.22%) Internet of Things
15 18 (22.22%) Front End Development
15 18 (22.22%) Web Application Development
15 18 (22.22%) Prototyping

Machine Learning
Top Related IT Skills in the South West 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 21 (25.93%) Apache Spark
2 15 (18.52%) SAS
3 13 (16.05%) Apache Pig
4 2 (2.47%) Elasticsearch
5 1 (1.23%) Apache
Applications
1 15 (18.52%) SPSS
2 4 (4.94%) MS Excel
Business Applications
1 1 (1.23%) SAP Oil and Gas
Cloud Services
1 17 (20.99%) Microsoft Azure
2 11 (13.58%) IaaS
2 11 (13.58%) PaaS
3 10 (12.35%) Amazon AWS
4 4 (4.94%) Azure Machine Learning
5 3 (3.70%) Amazon EC2
Communications & Networking
1 20 (24.69%) Internet
Database & Business Intelligence
1 30 (37.04%) MongoDB
1 30 (37.04%) NoSQL
2 25 (30.86%) Big Data
3 23 (28.40%) Hadoop
4 13 (16.05%) Apache Hive
5 6 (7.41%) Azure SQL Database
6 4 (4.94%) Data Mining
6 4 (4.94%) PostgreSQL
6 4 (4.94%) SQL Server
7 2 (2.47%) Apache Cassandra
7 2 (2.47%) Data Lake
7 2 (2.47%) HBase
7 2 (2.47%) Impala
8 1 (1.23%) Data Warehouse
8 1 (1.23%) Pentaho
Development Applications
1 15 (18.52%) Git (software)
2 4 (4.94%) Team Foundation Server
General
1 19 (23.46%) Electronics
2 15 (18.52%) Finance
3 9 (11.11%) Manufacturing
4 3 (3.70%) Advertising
5 1 (1.23%) Marketing
5 1 (1.23%) Telecoms
Job Titles
1 41 (50.62%) Developer
2 18 (22.22%) Java Developer
3 14 (17.28%) Agile Developer
3 14 (17.28%) Data Scientist
4 13 (16.05%) Agile Java Developer
5 12 (14.81%) C# Developer
6 11 (13.58%) Senior Developer
6 11 (13.58%) Software Engineer
7 9 (11.11%) .NET Developer
7 9 (11.11%) Cloud Developer
8 8 (9.88%) Azure Developer
8 8 (9.88%) C# .NET Developer
9 6 (7.41%) C++ Developer
9 6 (7.41%) Embedded C++ Developer
9 6 (7.41%) Embedded Developer
9 6 (7.41%) Machine Learning Developer
10 5 (6.17%) Senior C# Developer
11 4 (4.94%) C Developer
11 4 (4.94%) Senior C Developer
11 4 (4.94%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 18 (22.22%) Web Services
2 17 (20.99%) RESTful
3 15 (18.52%) Natural Language Processing
4 14 (17.28%) .NET
5 7 (8.64%) .NET Framework
6 6 (7.41%) LLVM
7 4 (4.94%) ASP.NET
7 4 (4.94%) XML
8 3 (3.70%) CSS
8 3 (3.70%) HTML
8 3 (3.70%) MLlib
8 3 (3.70%) scikit-learn
8 3 (3.70%) TensorFlow
8 3 (3.70%) Theano
9 2 (2.47%) Dropwizard
9 2 (2.47%) ELK Stack
9 2 (2.47%) Kafka
10 1 (1.23%) D3.js
Miscellaneous
1 28 (34.57%) Mobile App
2 26 (32.10%) Computer Science
3 18 (22.22%) Internet of Things
4 15 (18.52%) Mathematics
5 12 (14.81%) Analytical Skills
6 10 (12.35%) Statistics
7 9 (11.11%) Robotics
8 6 (7.41%) Artificial Intelligence
9 3 (3.70%) Algorithms
9 3 (3.70%) Data Centre
9 3 (3.70%) Visualisation
10 2 (2.47%) Physics
10 2 (2.47%) Social Media
11 1 (1.23%) Data Integration
11 1 (1.23%) Neural Network
Processes & Methodologies
1 42 (51.85%) Agile Software Development
2 41 (50.62%) Analytics
3 36 (44.44%) Data Analytics
4 33 (40.74%) TDD
5 22 (27.16%) Scrum
6 18 (22.22%) BDD
6 18 (22.22%) Front End Development
6 18 (22.22%) Kanban
6 18 (22.22%) Product Management
6 18 (22.22%) Prototyping
6 18 (22.22%) Use Case
6 18 (22.22%) Web Application Development
7 16 (19.75%) OO
8 15 (18.52%) DevOps
8 15 (18.52%) Extreme Programming
8 15 (18.52%) Pair Programming
9 12 (14.81%) Continuous Integration
9 12 (14.81%) Refactoring
9 12 (14.81%) Time Management
9 12 (14.81%) Web Design
Programming Languages
1 36 (44.44%) Java
1 36 (44.44%) SQL
2 33 (40.74%) C#
3 20 (24.69%) C++
3 20 (24.69%) Python
4 15 (18.52%) R
5 14 (17.28%) Scala
6 12 (14.81%) MATLAB
7 11 (13.58%) C
8 6 (7.41%) Embedded C++
9 3 (3.70%) JavaScript
10 2 (2.47%) Ruby
11 1 (1.23%) Perl
Qualifications
1 38 (46.91%) Degree
2 16 (19.75%) PhD
3 2 (2.47%) Security Cleared
Quality Assurance & Compliance
1 17 (20.99%) ISO 14001
1 17 (20.99%) ISO 9001
System Software
1 18 (22.22%) Firmware
2 2 (2.47%) Apache Flume
2 2 (2.47%) Docker
Systems Management
1 2 (2.47%) Kibana
1 2 (2.47%) logstash
Vendors
1 11 (13.58%) Microsoft
2 3 (3.70%) Google
2 3 (3.70%) Intel
3 2 (2.47%) Facebook
4 1 (1.23%) SAP
Swindon, Wiltshire
Engage PSG
Salary: £50000 - £75000 per annum + package, equity, bonus
Posted: 2 days ago
Bristol
Computer Futures
Salary: £40000 - £55000 per annum + competitive
Posted: 3 days ago
Poole, Dorset
Spectrum IT Recruitment (South) Ltd
Salary: £30000 - £50000 per annum + Benefits & Bonus
Posted: 3 days ago
Old Street, London
Network Compucare
Salary: £60,000 - £75,000 per year
Posted: 6 days ago
Bristol, Avon
Understanding Recruitment
Salary: £70000 - £80000 per annum + bens
Posted: 6 days ago
Bristol, Avon
Understanding Recruitment
Salary: £35000 - £40000 per annum + stock options.
Posted: 6 days ago
Old Street, London
Network Compucare
Salary: £50,000 - £75,000 per year
Posted: 6 days ago
Bristol
Computer Futures
Salary: £40000 - £55000 per annum + competitive
Posted: 5 days ago
Poole
Hays Specialist Recruitment Ltd
Salary: £25000 - £50000 per annum + Bonus + Bens
Posted: 17 days ago
Plymouth
Applause IT Ltd
Salary: £35000 - £50000 per annum + benefits
Posted: 19 days ago