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 27 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jul 2016
Same period 2015 Same period 2014
Machine Learning
Rank 188 248 211
Rank change year-on-year
+60 -37
Permanent jobs citing Machine Learning 49 4 27
As % of all permanent IT jobs located in the South West 0.91% 0.068% 0.44%
As % of the Processes & Methodologies category 1.05% 0.079% 0.52%
Number of salaries quoted 40 1 27
Median salary £51,250 £25,000 £50,000
Median salary % change year-on-year
+105.00% -50.00%
90% offered a salary of more than £45,000 £25,000 £40,000
10% offered a salary of more than £80,000 £25,000 £55,000
UK excluding London median salary £50,000 £50,000 £42,500
% change year-on-year
- +17.64%
Machine Learning
England

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
4688 5062 5187
As % of all permanent IT jobs located in the South West 86.67% 86.02% 85.47%
Number of salaries quoted 3905 4272 4232
Median salary £42,500 £40,000 £41,500
Median salary % change year-on-year
+6.25% -3.61%
90% offered a salary of more than £30,000 £27,500 £28,000
10% offered a salary of more than £62,500 £60,000 £60,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 27 July 2016.

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 27 July 2016. 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
(Click see detailed
statistics and trends)
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
Devon +27 23 £52,500 -
Gloucestershire - 12 £54,000 -
Bristol +32 8 £45,000 +80.00% 3
Dorset - 3 - - 1
Wiltshire - 2 £46,250 -
Somerset - 1 - - 2
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in the South West

For the 6 months to 27 July 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 South West region with a requirement for Machine Learning.

1 69 (69.00%) Analytics
2 64 (64.00%) Computer Science
3 63 (63.00%) Python
4 61 (61.00%) Data Analytics
5 57 (57.00%) R
5 57 (57.00%) Java
6 55 (55.00%) SQL
6 55 (55.00%) Hadoop
6 55 (55.00%) Apache Spark
7 52 (52.00%) Degree
8 49 (49.00%) Scala
9 48 (48.00%) Analytical Skills
10 47 (47.00%) Apache Hive
11 46 (46.00%) PhD
11 46 (46.00%) Big Data
12 41 (41.00%) Data Analysis
13 39 (39.00%) Finance
14 37 (37.00%) MongoDB
15 36 (36.00%) Apache Pig
16 35 (35.00%) C++
17 34 (34.00%) JavaScript
17 34 (34.00%) MapReduce
18 32 (32.00%) SAS
19 30 (30.00%) Visualisation
20 28 (28.00%) NoSQL
21 27 (27.00%) MATLAB
22 25 (25.00%) MySQL
23 22 (22.00%) Data Mining
23 22 (22.00%) Security Cleared
23 22 (22.00%) OpenUP

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 55 (55.00%) Apache Spark
2 36 (36.00%) Apache Pig
3 32 (32.00%) SAS
4 5 (5.00%) Elasticsearch
5 1 (1.00%) Apache
Applications
1 17 (17.00%) SPSS
2 1 (1.00%) MS Excel
Cloud Services
1 6 (6.00%) Amazon AWS
2 4 (4.00%) Microsoft Azure
3 2 (2.00%) IaaS
3 2 (2.00%) PaaS
4 1 (1.00%) Azure Machine Learning
Communications & Networking
1 6 (6.00%) Internet
Database & Business Intelligence
1 55 (55.00%) Hadoop
2 47 (47.00%) Apache Hive
3 46 (46.00%) Big Data
4 37 (37.00%) MongoDB
5 28 (28.00%) NoSQL
6 25 (25.00%) MySQL
7 22 (22.00%) Data Mining
8 20 (20.00%) QlikView
9 16 (16.00%) Impala
10 15 (15.00%) Amazon Redshift
10 15 (15.00%) Neo4j
10 15 (15.00%) Parquet
11 14 (14.00%) Apache Cassandra
12 9 (9.00%) PostgreSQL
13 5 (5.00%) Relational Database
14 4 (4.00%) Amazon DynamoDB
14 4 (4.00%) HBase
14 4 (4.00%) SQL Server
14 4 (4.00%) SQLite
15 2 (2.00%) Mahout
Development Applications
1 5 (5.00%) Moq
1 5 (5.00%) NUnit
2 1 (1.00%) Team Foundation Server
General
1 39 (39.00%) Finance
2 6 (6.00%) Marketing
2 6 (6.00%) Retail
3 2 (2.00%) Electronics
4 1 (1.00%) Advertising
Job Titles
1 51 (51.00%) Data Scientist
2 34 (34.00%) Developer
3 20 (20.00%) Analyst
3 20 (20.00%) Analyst Developer
3 20 (20.00%) Data Analyst
4 11 (11.00%) Chief Technology Officer
5 9 (9.00%) Developer Analyst
6 7 (7.00%) .NET Developer
6 7 (7.00%) C# .NET Developer
6 7 (7.00%) C# Developer
7 6 (6.00%) Software Developer
7 6 (6.00%) Software Engineer
7 6 (6.00%) SQL Developer
8 5 (5.00%) .NET Software Developer
8 5 (5.00%) ASP.NET Developer
8 5 (5.00%) C# ASP.NET Developer
8 5 (5.00%) C# Software Developer
9 4 (4.00%) AWS Engineer
9 4 (4.00%) Elasticsearch Engineer
9 4 (4.00%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 15 (15.00%) .NET
1 15 (15.00%) JSON
1 15 (15.00%) Spark Streaming
1 15 (15.00%) XML
2 11 (11.00%) HTML
3 10 (10.00%) CSS
4 9 (9.00%) ASP.NET
5 7 (7.00%) .NET Framework
5 7 (7.00%) Web Services
6 6 (6.00%) Natural Language Processing
7 5 (5.00%) Entity Framework
7 5 (5.00%) LINQ
7 5 (5.00%) WCF
8 4 (4.00%) AngularJS
8 4 (4.00%) ASP.NET MVC
8 4 (4.00%) KnockoutJS
8 4 (4.00%) Node.js
9 2 (2.00%) RESTful
10 1 (1.00%) HTML5
10 1 (1.00%) jQuery
Miscellaneous
1 64 (64.00%) Computer Science
2 48 (48.00%) Analytical Skills
3 30 (30.00%) Visualisation
4 20 (20.00%) Mathematics
5 19 (19.00%) Artificial Intelligence
6 10 (10.00%) Physics
7 8 (8.00%) Statistics
8 6 (6.00%) Cybercrime
8 6 (6.00%) Management Information System
9 3 (3.00%) Robotics
10 2 (2.00%) Algorithms
10 2 (2.00%) Internet of Things
10 2 (2.00%) Mobile App
10 2 (2.00%) Neural Network
11 1 (1.00%) Data Integration
Operating Systems
1 3 (3.00%) Linux
Processes & Methodologies
1 69 (69.00%) Analytics
2 61 (61.00%) Data Analytics
3 41 (41.00%) Data Analysis
4 34 (34.00%) MapReduce
5 22 (22.00%) OpenUP
5 22 (22.00%) Prototyping
6 21 (21.00%) Data Visualisation
6 21 (21.00%) Statistical Modelling
7 19 (19.00%) Open Source
8 18 (18.00%) ETL
9 16 (16.00%) Big Data Analytics
9 16 (16.00%) Business Intelligence
10 15 (15.00%) Data Acquisition
10 15 (15.00%) Data Management
10 15 (15.00%) RDF
11 12 (12.00%) Agile Software Development
12 11 (11.00%) Software Engineering
13 10 (10.00%) E-Commerce
13 10 (10.00%) OO
14 5 (5.00%) OOD
Programming Languages
1 63 (63.00%) Python
2 57 (57.00%) Java
2 57 (57.00%) R
3 55 (55.00%) SQL
4 49 (49.00%) Scala
5 35 (35.00%) C++
6 34 (34.00%) JavaScript
7 27 (27.00%) MATLAB
8 19 (19.00%) C#
9 9 (9.00%) C
10 5 (5.00%) Perl
10 5 (5.00%) Ruby
11 1 (1.00%) Bash Shell
11 1 (1.00%) PHP
11 1 (1.00%) T-SQL
Qualifications
1 52 (52.00%) Degree
2 46 (46.00%) PhD
3 22 (22.00%) Security Cleared
4 9 (9.00%) DV Cleared
5 1 (1.00%) SC Cleared
Quality Assurance & Compliance
1 2 (2.00%) ISO 14001
1 2 (2.00%) ISO 9001
System Software
1 2 (2.00%) Firmware
2 1 (1.00%) Apache Flume
2 1 (1.00%) Docker
Systems Management
1 1 (1.00%) Kibana
1 1 (1.00%) logstash
Vendors
1 21 (21.00%) Tableau
2 15 (15.00%) Oracle
2 15 (15.00%) TIBCO
3 5 (5.00%) Google
3 5 (5.00%) Omniture
4 2 (2.00%) Microsoft
Bristol, Avon
Nakama
Salary: Up to £40,000 per annum
Posted: 5 days ago
Taunton
Applause IT Ltd
Salary: £35000 - £46000 per annum + benefits
Posted: 9 days ago
Taunton
Applause IT Ltd
Salary: £17000 - £24000 per annum + benefits
Posted: 9 days ago
Dorchester, Dorset, United Kingdom
XIST4 Recruitment
Salary: Competitive
Posted: 16 days ago