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

3 months to
27 Jun 2016
Same period 2015 Same period 2014
Machine Learning
Rank 174 241 225
Rank change year-on-year
+67 -16
Permanent jobs citing Machine Learning 60 6 18
As % of all permanent IT jobs located in the South West 1.15% 0.10% 0.29%
As % of the Processes & Methodologies category 1.31% 0.12% 0.34%
Number of salaries quoted 44 3 18
Median salary £54,000 £35,000 £51,250
Median salary % change year-on-year
+54.28% -31.70%
90% offered a salary of more than £45,000 £27,000 £40,000
10% offered a salary of more than £90,000 £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
4575 5080 5279
As % of all permanent IT jobs located in the South West 87.53% 85.32% 85.52%
Number of salaries quoted 3835 4248 4299
Median salary £42,500 £40,000 £42,000
Median salary % change year-on-year
+6.25% -4.76%
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 June 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 June 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 +20 25 £80,000 -
Gloucestershire - 21 £54,000 -
Bristol +21 9 £45,000 +28.57% 3
Somerset - 3 - - 2
Dorset - 1 - - 1
Wiltshire - 1 £45,000 -
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in the South West

For the 6 months to 27 June 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 64 (65.31%) Computer Science
2 63 (64.29%) Python
3 61 (62.24%) Analytics
4 57 (58.16%) Java
5 56 (57.14%) Data Analytics
6 55 (56.12%) R
7 52 (53.06%) SQL
8 51 (52.04%) Hadoop
8 51 (52.04%) Apache Spark
9 49 (50.00%) Big Data
9 49 (50.00%) Degree
10 48 (48.98%) Analytical Skills
11 45 (45.92%) Scala
12 43 (43.88%) Apache Hive
12 43 (43.88%) Data Analysis
13 38 (38.78%) PhD
14 36 (36.73%) Finance
15 35 (35.71%) MongoDB
16 34 (34.69%) MapReduce
16 34 (34.69%) JavaScript
16 34 (34.69%) C++
17 32 (32.65%) Visualisation
17 32 (32.65%) Apache Pig
18 29 (29.59%) NoSQL
19 28 (28.57%) SAS
20 26 (26.53%) MySQL
21 23 (23.47%) MATLAB
21 23 (23.47%) Data Visualisation
21 23 (23.47%) Security Cleared
22 22 (22.45%) 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 51 (52.04%) Apache Spark
2 32 (32.65%) Apache Pig
3 28 (28.57%) SAS
4 4 (4.08%) Elasticsearch
5 1 (1.02%) Apache
Applications
1 13 (13.27%) SPSS
Cloud Services
1 4 (4.08%) Amazon AWS
Communications & Networking
1 4 (4.08%) Internet
Database & Business Intelligence
1 51 (52.04%) Hadoop
2 49 (50.00%) Big Data
3 43 (43.88%) Apache Hive
4 35 (35.71%) MongoDB
5 29 (29.59%) NoSQL
6 26 (26.53%) MySQL
7 20 (20.41%) QlikView
8 18 (18.37%) Data Mining
9 15 (15.31%) Amazon Redshift
9 15 (15.31%) Impala
9 15 (15.31%) Neo4j
9 15 (15.31%) Parquet
10 14 (14.29%) Apache Cassandra
11 8 (8.16%) PostgreSQL
12 5 (5.10%) Relational Database
13 4 (4.08%) Amazon DynamoDB
13 4 (4.08%) HBase
13 4 (4.08%) SQL Server
13 4 (4.08%) SQLite
14 2 (2.04%) Mahout
Development Applications
1 9 (9.18%) Moq
1 9 (9.18%) NUnit
2 1 (1.02%) Team Foundation Server
General
1 36 (36.73%) Finance
2 6 (6.12%) Marketing
2 6 (6.12%) Retail
3 3 (3.06%) Advertising
4 1 (1.02%) Financial Institution
Job Titles
1 48 (48.98%) Data Scientist
2 36 (36.73%) Developer
3 20 (20.41%) Analyst
3 20 (20.41%) Analyst Developer
3 20 (20.41%) Data Analyst
4 11 (11.22%) Chief Technology Officer
5 10 (10.20%) Software Developer
6 9 (9.18%) .NET Developer
6 9 (9.18%) .NET Software Developer
6 9 (9.18%) ASP.NET Developer
6 9 (9.18%) C# .NET Developer
6 9 (9.18%) C# ASP.NET Developer
6 9 (9.18%) C# Developer
6 9 (9.18%) C# Software Developer
6 9 (9.18%) Developer Analyst
6 9 (9.18%) SQL Developer
7 6 (6.12%) Software Engineer
8 4 (4.08%) Elasticsearch Engineer
8 4 (4.08%) Machine Learning Engineer
8 4 (4.08%) Senior Developer
Libraries, Frameworks & Software Standards
1 17 (17.35%) .NET
2 15 (15.31%) HTML
2 15 (15.31%) JSON
2 15 (15.31%) Spark Streaming
2 15 (15.31%) XML
3 14 (14.29%) CSS
4 13 (13.27%) ASP.NET
5 9 (9.18%) .NET Framework
5 9 (9.18%) Entity Framework
5 9 (9.18%) LINQ
5 9 (9.18%) WCF
5 9 (9.18%) Web Services
6 6 (6.12%) Natural Language Processing
7 4 (4.08%) AngularJS
7 4 (4.08%) ASP.NET MVC
7 4 (4.08%) KnockoutJS
7 4 (4.08%) Node.js
8 2 (2.04%) D3.js
9 1 (1.02%) HTML5
9 1 (1.02%) jQuery
Miscellaneous
1 64 (65.31%) Computer Science
2 48 (48.98%) Analytical Skills
3 32 (32.65%) Visualisation
4 22 (22.45%) Mathematics
5 19 (19.39%) Artificial Intelligence
6 14 (14.29%) Physics
7 10 (10.20%) Statistics
8 8 (8.16%) Algorithms
9 6 (6.12%) Cybercrime
9 6 (6.12%) Management Information System
10 2 (2.04%) Neural Network
11 1 (1.02%) Fintech
Operating Systems
1 3 (3.06%) Linux
Processes & Methodologies
1 61 (62.24%) Analytics
2 56 (57.14%) Data Analytics
3 43 (43.88%) Data Analysis
4 34 (34.69%) MapReduce
5 23 (23.47%) Data Visualisation
6 22 (22.45%) OpenUP
7 21 (21.43%) Statistical Modelling
8 20 (20.41%) Prototyping
9 19 (19.39%) Open Source
10 17 (17.35%) Software Engineering
11 16 (16.33%) Big Data Analytics
11 16 (16.33%) ETL
12 15 (15.31%) Agile Software Development
12 15 (15.31%) Business Intelligence
12 15 (15.31%) Data Acquisition
12 15 (15.31%) Data Management
12 15 (15.31%) RDF
13 14 (14.29%) OO
14 10 (10.20%) E-Commerce
15 9 (9.18%) OOD
Programming Languages
1 63 (64.29%) Python
2 57 (58.16%) Java
3 55 (56.12%) R
4 52 (53.06%) SQL
5 45 (45.92%) Scala
6 34 (34.69%) C++
6 34 (34.69%) JavaScript
7 23 (23.47%) MATLAB
8 18 (18.37%) C#
9 9 (9.18%) C
10 5 (5.10%) Perl
10 5 (5.10%) Ruby
11 1 (1.02%) Bash Shell
11 1 (1.02%) PHP
Qualifications
1 49 (50.00%) Degree
2 38 (38.78%) PhD
3 23 (23.47%) Security Cleared
4 10 (10.20%) DV Cleared
5 1 (1.02%) SC Cleared
Vendors
1 21 (21.43%) Tableau
2 15 (15.31%) Oracle
2 15 (15.31%) TIBCO
3 4 (4.08%) Google
3 4 (4.08%) Omniture
4 2 (2.04%) Microsoft
Bristol, Avon
Parallel Consulting
Salary: £40000 - £50000 per annum
Posted: 5 days ago
Dorchester, Dorset
Xist4 IT Recruitment
Salary: Competitive
Posted: 5 days ago
Bristol
ABILITY Resorucing Ltd
Salary: £45000 - £65000 per annum + Options
Posted: 13 days ago
Taunton
Applause IT Ltd
Salary: £32000 - £38000 per annum + pension + government benefits
Posted: 13 days ago
Taunton
Applause IT Ltd
Salary: £48000 per annum + pension + government benefits
Posted: 13 days ago
Bristol
Recruitment Genius Ltd
Salary: £36000 - £48000 per annum
Posted: 13 days ago