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

3 months to
21 Feb 2017
Same period 2016 Same period 2015
Machine Learning
England / South West
Rank 172 225 230
Rank change year-on-year
+53 +5
Permanent jobs citing Machine Learning 57 29 16
As % of all permanent IT jobs located in the South West 1.13% 0.51% 0.27%
As % of the Processes & Methodologies category 1.26% 0.57% 0.31%
Number of salaries quoted 54 25 12
Median salary £40,000 £52,500 £40,000
Median salary % change year-on-year
-23.80% +31.25%
UK excluding London median salary £50,000 £55,000 £45,000
% change year-on-year
-9.09% +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 South West region.

Processes & Methodologies Category
South West
Permanent IT job ads with a match in the
Processes & Methodologies category
4510 5090 5137
As % of all permanent IT jobs located in the South West 89.08% 88.71% 87.57%
Number of salaries quoted 3681 4198 4311
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £30,461 £29,000 £28,000
10% offered a salary of more than £62,500 £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 February 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 February 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 - 19 £40,000 - 2
Bristol 0 14 £47,500 -9.52% 4
Devon +3 12 £52,500 +40.00% 1
Gloucestershire - 5 £32,500 -
Somerset -2 1 £75,000 - 1
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in the South West

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

1 52 (53.61%) Java
2 51 (52.58%) Agile Software Development
3 41 (42.27%) TDD
4 40 (41.24%) Analytics
5 38 (39.18%) NoSQL
5 38 (39.18%) Degree
5 38 (39.18%) C#
6 37 (38.14%) MongoDB
7 35 (36.08%) Mobile App
7 35 (36.08%) Data Analytics
8 34 (35.05%) Big Data
9 33 (34.02%) SQL
10 29 (29.90%) C++
10 29 (29.90%) Python
11 27 (27.84%) Internet
12 25 (25.77%) Software Engineering
12 25 (25.77%) Git (software)
13 24 (24.74%) Scrum
14 23 (23.71%) Scala
15 22 (22.68%) Electronics
15 22 (22.68%) OO
15 22 (22.68%) Internet of Things
16 21 (21.65%) Front End Development
16 21 (21.65%) Web Application Development
16 21 (21.65%) Prototyping
16 21 (21.65%) ISO 9001
16 21 (21.65%) C
16 21 (21.65%) Web Services
16 21 (21.65%) ISO 14001
16 21 (21.65%) Firmware

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 19 (19.59%) Apache Spark
2 11 (11.34%) Apache Pig
2 11 (11.34%) SAS
3 5 (5.15%) DNN
4 3 (3.09%) Elasticsearch
5 1 (1.03%) Apache
Applications
1 11 (11.34%) SPSS
2 3 (3.09%) MS Excel
Business Applications
1 1 (1.03%) SAP Oil and Gas
Cloud Services
1 20 (20.62%) Microsoft Azure
2 9 (9.28%) Amazon AWS
2 9 (9.28%) IaaS
2 9 (9.28%) PaaS
3 3 (3.09%) Amazon EC2
3 3 (3.09%) Azure Machine Learning
4 1 (1.03%) Amazon SQS
Communications & Networking
1 27 (27.84%) Internet
Database & Business Intelligence
1 38 (39.18%) NoSQL
2 37 (38.14%) MongoDB
3 34 (35.05%) Big Data
4 21 (21.65%) Hadoop
5 12 (12.37%) Apache Hive
6 5 (5.15%) Apache Cassandra
7 4 (4.12%) Azure SQL Database
7 4 (4.12%) Data Mining
8 3 (3.09%) SQL Server
9 2 (2.06%) HBase
10 1 (1.03%) Data Lake
10 1 (1.03%) Data Warehouse
10 1 (1.03%) HDInsight
10 1 (1.03%) Impala
10 1 (1.03%) MySQL
10 1 (1.03%) PostgreSQL
10 1 (1.03%) Redis
10 1 (1.03%) Relational Database
10 1 (1.03%) RethinkDB
Development Applications
1 25 (25.77%) Git (software)
2 3 (3.09%) Team Foundation Server
General
1 22 (22.68%) Electronics
2 11 (11.34%) Finance
3 10 (10.31%) Games
4 9 (9.28%) Manufacturing
5 3 (3.09%) Advertising
6 1 (1.03%) Marketing
6 1 (1.03%) Telecoms
Job Titles
1 56 (57.73%) Developer
2 25 (25.77%) Java Developer
3 22 (22.68%) Software Engineer
4 19 (19.59%) Agile Developer
5 18 (18.56%) Agile Java Developer
5 18 (18.56%) Senior Developer
6 13 (13.40%) C# Developer
7 9 (9.28%) Cloud Developer
7 9 (9.28%) Data Scientist
8 8 (8.25%) .NET Developer
8 8 (8.25%) Azure Developer
8 8 (8.25%) Senior C# Developer
8 8 (8.25%) Software Developer
9 7 (7.22%) IoT Developer
9 7 (7.22%) Machine Learning Developer
10 6 (6.19%) C# .NET Developer
10 6 (6.19%) Computer Engineer
10 6 (6.19%) Computer Vision Engineer
10 6 (6.19%) Developer/Software Engineer
10 6 (6.19%) Embedded Developer
Libraries, Frameworks & Software Standards
1 21 (21.65%) Web Services
2 20 (20.62%) Natural Language Processing
3 19 (19.59%) RESTful
4 13 (13.40%) Theano
5 12 (12.37%) .NET
6 10 (10.31%) Unity (Game Engine)
7 7 (7.22%) CSS
7 7 (7.22%) HTML
8 6 (6.19%) LLVM
9 5 (5.15%) .NET Framework
9 5 (5.15%) OpenCV
10 4 (4.12%) ASP.NET
10 4 (4.12%) TensorFlow
11 3 (3.09%) MLlib
11 3 (3.09%) scikit-learn
11 3 (3.09%) XML
12 2 (2.06%) Dropwizard
12 2 (2.06%) Java EE
13 1 (1.03%) Ajax
13 1 (1.03%) jQuery
Miscellaneous
1 35 (36.08%) Mobile App
2 22 (22.68%) Internet of Things
3 21 (21.65%) Computer Science
4 8 (8.25%) Analytical Skills
4 8 (8.25%) Robotics
5 5 (5.15%) 3D Graphics
6 4 (4.12%) Algorithms
7 3 (3.09%) Data Centre
8 1 (1.03%) Clustering
8 1 (1.03%) Fintech
Operating Systems
1 5 (5.15%) Linux
Processes & Methodologies
1 51 (52.58%) Agile Software Development
2 41 (42.27%) TDD
3 40 (41.24%) Analytics
4 35 (36.08%) Data Analytics
5 25 (25.77%) Software Engineering
6 24 (24.74%) Scrum
7 22 (22.68%) OO
8 21 (21.65%) Artificial Intelligence
8 21 (21.65%) BDD
8 21 (21.65%) Front End Development
8 21 (21.65%) Kanban
8 21 (21.65%) Product Management
8 21 (21.65%) Prototyping
8 21 (21.65%) Use Case
8 21 (21.65%) Web Application Development
9 20 (20.62%) DevOps
9 20 (20.62%) Extreme Programming
9 20 (20.62%) Pair Programming
10 17 (17.53%) Continuous Integration
10 17 (17.53%) Deep Learning
Programming Languages
1 52 (53.61%) Java
2 38 (39.18%) C#
3 33 (34.02%) SQL
4 29 (29.90%) C++
4 29 (29.90%) Python
5 23 (23.71%) Scala
6 21 (21.65%) C
7 12 (12.37%) R
8 9 (9.28%) MATLAB
9 7 (7.22%) JavaScript
10 6 (6.19%) Embedded C++
11 5 (5.15%) Fortran
12 1 (1.03%) Go
12 1 (1.03%) Perl
12 1 (1.03%) Ruby
Qualifications
1 38 (39.18%) Degree
2 20 (20.62%) PhD
3 3 (3.09%) Security Cleared
Quality Assurance & Compliance
1 21 (21.65%) ISO 14001
1 21 (21.65%) ISO 9001
System Software
1 21 (21.65%) Firmware
2 2 (2.06%) Docker
3 1 (1.03%) Apache Flume
Systems Management
1 1 (1.03%) Kibana
1 1 (1.03%) Kubernetes
1 1 (1.03%) logstash
Vendors
1 8 (8.25%) Microsoft
2 5 (5.15%) Google
3 3 (3.09%) Intel
4 1 (1.03%) SAP
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Salary: £45000 - £70000 per annum + bonus + pension + benefits
Posted: 23 hours ago
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Salary: £35000 - £40000 per annum + stock options.
Posted: Yesterday
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Salary: £75000 - £85000 per annum + bens
Posted: Yesterday
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Salary: £30000 - £50000 per annum + Benefits & Bonus
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Salary: £25000 - £55000 per annum + Package
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