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

3 months to
27 May 2016
Same period 2015 Same period 2014
Machine Learning
Rank 185 238 222
Rank change year-on-year
+53 -16
Permanent jobs citing Machine Learning 57 5 15
As % of all permanent IT jobs located in the South West 1.07% 0.086% 0.25%
As % of the Processes & Methodologies category 1.23% 0.10% 0.30%
Number of salaries quoted 41 3 15
Median salary £54,000 £35,000 £52,500
Median salary % change year-on-year
+54.28% -33.33%
90% offered a salary of more than £42,500 £31,000 £45,000
10% offered a salary of more than £120,000 £37,000 £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
4640 4951 5064
As % of all permanent IT jobs located in the South West 86.97% 85.44% 85.55%
Number of salaries quoted 3892 4126 4213
Median salary £42,500 £40,000 £41,909
Median salary % change year-on-year
+6.25% -4.55%
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £65,000 £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 May 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 May 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 +19 21 £90,000 +200.00%
Gloucestershire - 20 £54,000 -
Bristol +13 11 £45,000 +24.13% 2
Somerset - 3 £34,000 -
Dorset - 1 - -
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in the South West

For the 6 months to 27 May 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 57 (64.04%) Computer Science
2 54 (60.67%) Python
3 51 (57.30%) Analytics
4 50 (56.18%) Java
5 47 (52.81%) SQL
5 47 (52.81%) Data Analytics
6 45 (50.56%) Analytical Skills
7 44 (49.44%) Big Data
8 43 (48.31%) R
9 39 (43.82%) Hadoop
9 39 (43.82%) Apache Spark
10 38 (42.70%) Degree
11 35 (39.33%) Data Analysis
12 34 (38.20%) Scala
13 32 (35.96%) Apache Hive
13 32 (35.96%) JavaScript
14 29 (32.58%) PhD
14 29 (32.58%) MongoDB
14 29 (32.58%) NoSQL
15 28 (31.46%) MapReduce
15 28 (31.46%) Visualisation
15 28 (31.46%) C++
15 28 (31.46%) Finance
16 25 (28.09%) MySQL
16 25 (28.09%) Apache Pig
17 22 (24.72%) Mathematics
18 21 (23.60%) Software Engineering
18 21 (23.60%) Security Cleared
18 21 (23.60%) Data Visualisation
18 21 (23.60%) SAS

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 39 (43.82%) Apache Spark
2 25 (28.09%) Apache Pig
3 21 (23.60%) SAS
4 5 (5.62%) Elasticsearch
4 5 (5.62%) Node.js
5 2 (2.25%) Apache
Applications
1 8 (8.99%) SPSS
Cloud Services
1 6 (6.74%) Amazon AWS
Communications & Networking
1 2 (2.25%) Internet
Database & Business Intelligence
1 44 (49.44%) Big Data
2 39 (43.82%) Hadoop
3 32 (35.96%) Apache Hive
4 29 (32.58%) MongoDB
4 29 (32.58%) NoSQL
5 25 (28.09%) MySQL
6 18 (20.22%) QlikView
7 14 (15.73%) Data Mining
8 13 (14.61%) Amazon Redshift
8 13 (14.61%) Impala
8 13 (14.61%) Neo4j
8 13 (14.61%) Parquet
9 10 (11.24%) Apache Cassandra
10 9 (10.11%) PostgreSQL
11 6 (6.74%) Relational Database
12 5 (5.62%) Amazon DynamoDB
12 5 (5.62%) SQL Server
13 4 (4.49%) HBase
13 4 (4.49%) SQLite
14 1 (1.12%) Mahout
Development Applications
1 9 (10.11%) Moq
1 9 (10.11%) NUnit
2 1 (1.12%) Ant
2 1 (1.12%) Maven
2 1 (1.12%) Team Foundation Server
General
1 28 (31.46%) Finance
2 5 (5.62%) Advertising
2 5 (5.62%) Marketing
2 5 (5.62%) Retail
3 2 (2.25%) Financial Institution
Job Titles
1 39 (43.82%) Data Scientist
2 35 (39.33%) Developer
3 18 (20.22%) Analyst
3 18 (20.22%) Analyst Developer
3 18 (20.22%) Data Analyst
4 11 (12.36%) Chief Technology Officer
4 11 (12.36%) Software Developer
5 9 (10.11%) .NET Developer
5 9 (10.11%) .NET Software Developer
5 9 (10.11%) ASP.NET Developer
5 9 (10.11%) C# .NET Developer
5 9 (10.11%) C# ASP.NET Developer
5 9 (10.11%) C# Developer
5 9 (10.11%) C# Software Developer
5 9 (10.11%) SQL Developer
6 8 (8.99%) Software Engineer
7 7 (7.87%) Developer Analyst
8 6 (6.74%) Java Engineer
8 6 (6.74%) Java Software Engineer
9 5 (5.62%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 18 (20.22%) .NET
2 16 (17.98%) HTML
3 15 (16.85%) CSS
4 14 (15.73%) ASP.NET
5 13 (14.61%) JSON
5 13 (14.61%) Spark Streaming
5 13 (14.61%) XML
6 9 (10.11%) .NET Framework
6 9 (10.11%) Entity Framework
6 9 (10.11%) LINQ
6 9 (10.11%) WCF
6 9 (10.11%) Web Services
7 6 (6.74%) Natural Language Processing
8 5 (5.62%) AngularJS
8 5 (5.62%) ASP.NET MVC
8 5 (5.62%) KnockoutJS
9 3 (3.37%) D3.js
10 1 (1.12%) Boost C++ Libraries
10 1 (1.12%) HTML5
10 1 (1.12%) jQuery
Miscellaneous
1 57 (64.04%) Computer Science
2 45 (50.56%) Analytical Skills
3 28 (31.46%) Visualisation
4 22 (24.72%) Mathematics
5 18 (20.22%) Artificial Intelligence
6 14 (15.73%) Physics
7 11 (12.36%) Algorithms
8 10 (11.24%) Statistics
9 6 (6.74%) Cybercrime
9 6 (6.74%) Management Information System
10 2 (2.25%) Fintech
10 2 (2.25%) Neural Network
11 1 (1.12%) Social Media
Operating Systems
1 4 (4.49%) Linux
2 1 (1.12%) Mac OS X
2 1 (1.12%) Ubuntu
Processes & Methodologies
1 51 (57.30%) Analytics
2 47 (52.81%) Data Analytics
3 35 (39.33%) Data Analysis
4 28 (31.46%) MapReduce
5 21 (23.60%) Data Visualisation
5 21 (23.60%) Software Engineering
6 18 (20.22%) OpenUP
6 18 (20.22%) Statistical Modelling
7 17 (19.10%) Agile Software Development
7 17 (19.10%) Open Source
8 15 (16.85%) OO
9 14 (15.73%) Big Data Analytics
9 14 (15.73%) ETL
10 13 (14.61%) Business Intelligence
10 13 (14.61%) Data Acquisition
10 13 (14.61%) Data Management
10 13 (14.61%) RDF
11 10 (11.24%) E-Commerce
12 9 (10.11%) OOD
12 9 (10.11%) Unit Testing
Programming Languages
1 54 (60.67%) Python
2 50 (56.18%) Java
3 47 (52.81%) SQL
4 43 (48.31%) R
5 34 (38.20%) Scala
6 32 (35.96%) JavaScript
7 28 (31.46%) C++
8 19 (21.35%) C#
9 14 (15.73%) MATLAB
10 7 (7.87%) C
11 6 (6.74%) Ruby
12 5 (5.62%) Perl
13 1 (1.12%) Bash Shell
13 1 (1.12%) PHP
Qualifications
1 38 (42.70%) Degree
2 29 (32.58%) PhD
3 21 (23.60%) Security Cleared
4 9 (10.11%) DV Cleared
5 1 (1.12%) SC Cleared
Vendors
1 18 (20.22%) Tableau
2 13 (14.61%) Oracle
2 13 (14.61%) TIBCO
3 3 (3.37%) Google
3 3 (3.37%) Microsoft
3 3 (3.37%) Omniture
4 1 (1.12%) Facebook
4 1 (1.12%) Twitter
Bristol, Avon
Heat Recruitment
Salary: From £40,000 to £55,000 per annum
Posted: Yesterday
Bristol, Avon
KDR
Salary: £60000 - £90000 per annum + greenfield environment!
Posted: Yesterday
Wiltshire
Salt
Salary: £40000 - £50000 per annum + Benefits
Posted: 3 days ago
Wiltshire
Computer Futures
Salary: competitive
Posted: 24 days ago