Period
to 17 October 2017

The following table provides summary statistics for permanent job vacancies with a requirement for Mahout skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Mahout over the 6 months to 17 October 2017 with a comparison to the same period in the previous 2 years.

Apache Mahout
UK
6 months to
17 Oct 2017
Same period 2016 Same period 2015
Rank 1162 1187 1158
Rank change year-on-year +25 -29 +11
Permanent jobs citing Mahout 15 54 139
As % of all permanent IT jobs advertised in the UK 0.009% 0.028% 0.064%
As % of the Database & Business Intelligence category 0.028% 0.095% 0.20%
Number of salaries quoted 12 48 89
UK median annual salary £85,000 £80,000 £61,000
Median salary % change year-on-year +6.25% +31.15% -8.61%
10th Percentile £54,625 £42,500 £45,250
90th Percentile £107,500 £120,000 £87,500
UK excluding London median annual salary £86,250 £61,250 £79,500
% change year-on-year +40.82% -22.96% +71.89%

Mahout is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 53338 56897 68761
As % of all permanent IT jobs advertised in the UK 30.49% 29.65% 31.57%
Number of salaries quoted 43863 48410 57997
UK median annual salary £47,987 £47,500 £45,000
Median salary % change year-on-year +1.02% +5.56% -
10th Percentile £30,000 £28,750 £28,000
90th Percentile £77,500 £76,250 £73,750
UK excluding London median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% -

Mahout
Job Vacancy Trend

Job postings citing Mahout as a percentage of all IT jobs advertised.

Job vacancy trend for Mahout in the UK

Mahout
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Mahout.

Salary trend for Mahout in the UK

Mahout
Salary Histogram

The salary distribution of IT jobs citing Mahout over the 6 months to 17 October 2017.

Salary histogram for Mahout in the UK

Mahout
Top 5 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Mahout within the UK over the 6 months to 17 October 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +32 15 £85,000 +3.03% 6
London +1 13 £82,500 -8.33% 3
UK excluding London +40 2 £86,250 +40.82% 3
South West +12 1 £87,500 +16.67% 2
East of England +11 1 £85,000 +6.25%

For the 6 months to 17 October 2017, IT jobs citing Mahout also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Mahout.

1 11 (73.33%) Hadoop
1 11 (73.33%) Big Data
2 10 (66.67%) Apache Spark
3 8 (53.33%) Analytics
3 8 (53.33%) Apache Pig
3 8 (53.33%) NoSQL
3 8 (53.33%) Machine Learning
3 8 (53.33%) Amazon AWS
3 8 (53.33%) Apache Hive
4 7 (46.67%) Java
4 7 (46.67%) SQL
4 7 (46.67%) Apache
5 6 (40.00%) Python
6 5 (33.33%) Business Intelligence
6 5 (33.33%) Linux
6 5 (33.33%) MongoDB
6 5 (33.33%) Open Source
6 5 (33.33%) HBase
7 4 (26.67%) Algorithms
7 4 (26.67%) Kafka
7 4 (26.67%) Natural Language Processing
7 4 (26.67%) Apache Cassandra
7 4 (26.67%) Microsoft Azure
7 4 (26.67%) Data Mining
7 4 (26.67%) Tomcat
7 4 (26.67%) Agile Software Development
7 4 (26.67%) Data Analysis
7 4 (26.67%) Spring
8 3 (20.00%) Software Engineering
8 3 (20.00%) Netezza

Mahout
Co-occurring IT Skills 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 10 (66.67%) Apache Spark
2 8 (53.33%) Apache Pig
3 7 (46.67%) Apache
4 4 (26.67%) Tomcat
5 2 (13.33%) Elasticsearch
5 2 (13.33%) JBoss
5 2 (13.33%) SAS
5 2 (13.33%) WebLogic
5 2 (13.33%) WebSphere
6 1 (6.67%) CMS
6 1 (6.67%) Jupyter
Applications
1 2 (13.33%) SPSS
2 1 (6.67%) Chatbot
2 1 (6.67%) Weka
Cloud Services
1 8 (53.33%) Amazon AWS
2 4 (26.67%) Microsoft Azure
3 3 (20.00%) Azure Machine Learning
4 2 (13.33%) Amazon EC2
4 2 (13.33%) Amazon EMR
4 2 (13.33%) Cloud Computing
5 1 (6.67%) Amazon S3
5 1 (6.67%) Google Cloud Platform
Communications & Networking
1 2 (13.33%) HTTP
1 2 (13.33%) LDAP
1 2 (13.33%) SSL
Database & Business Intelligence
1 11 (73.33%) Big Data
1 11 (73.33%) Hadoop
2 8 (53.33%) Apache Hive
2 8 (53.33%) NoSQL
3 5 (33.33%) HBase
3 5 (33.33%) MongoDB
4 4 (26.67%) Apache Cassandra
4 4 (26.67%) Data Mining
5 3 (20.00%) Relational Database
6 2 (13.33%) Data Warehouse
6 2 (13.33%) MarkLogic
6 2 (13.33%) MySQL
6 2 (13.33%) Pentaho
6 2 (13.33%) RDBMS
6 2 (13.33%) Sqoop
6 2 (13.33%) Text Mining
6 2 (13.33%) Triplestore
7 1 (6.67%) Amazon Redshift
7 1 (6.67%) BigQuery
7 1 (6.67%) Power BI
Development Applications
1 3 (20.00%) Git (software)
2 2 (13.33%) Cucumber
2 2 (13.33%) JBehave
2 2 (13.33%) JUnit
2 2 (13.33%) Maven
2 2 (13.33%) Mockito
General
1 1 (6.67%) Finance
1 1 (6.67%) Retail
Job Titles
1 5 (33.33%) Data Scientist
2 4 (26.67%) Architect
3 2 (13.33%) Big Data Architect
3 2 (13.33%) Data Architect
3 2 (13.33%) Developer
3 2 (13.33%) Java Developer
3 2 (13.33%) Senior Data Scientist
3 2 (13.33%) Solutions Architect
4 1 (6.67%) Business Architect
4 1 (6.67%) Business Intelligence Architect
4 1 (6.67%) Data Analytics Architect
4 1 (6.67%) Data Consultant
4 1 (6.67%) Data Manager
4 1 (6.67%) Enterprise Architect
4 1 (6.67%) Enterprise Data Architect
4 1 (6.67%) Enterprise Solutions Architect
4 1 (6.67%) Java Architect
4 1 (6.67%) Senior Architect
4 1 (6.67%) Senior Solutions Architect
4 1 (6.67%) Technical Leader
Libraries, Frameworks & Software Standards
1 4 (26.67%) Kafka
1 4 (26.67%) Natural Language Processing
1 4 (26.67%) Spring
2 3 (20.00%) Web Services
3 2 (13.33%) .NET
3 2 (13.33%) D3.js
3 2 (13.33%) Guice
3 2 (13.33%) HTML
3 2 (13.33%) JAXB
3 2 (13.33%) JAX-RS
3 2 (13.33%) JSP
3 2 (13.33%) MDX
3 2 (13.33%) Samza
3 2 (13.33%) scikit-learn
3 2 (13.33%) Spring Security
3 2 (13.33%) XML
3 2 (13.33%) XSLT
4 1 (6.67%) Bokeh
4 1 (6.67%) GraphX
4 1 (6.67%) PyMC3
Miscellaneous
1 4 (26.67%) Algorithms
2 3 (20.00%) Analytical Skills
2 3 (20.00%) Computer Science
3 1 (6.67%) Fintech
3 1 (6.67%) Robotics
Operating Systems
1 5 (33.33%) Linux
2 2 (13.33%) Solaris
2 2 (13.33%) Windows
Processes & Methodologies
1 8 (53.33%) Analytics
1 8 (53.33%) Machine Learning
2 5 (33.33%) Business Intelligence
2 5 (33.33%) Open Source
3 4 (26.67%) Agile Software Development
3 4 (26.67%) Data Analysis
4 3 (20.00%) MapReduce
4 3 (20.00%) Mathematics
4 3 (20.00%) Mentoring
4 3 (20.00%) Scrum
4 3 (20.00%) Software Engineering
5 2 (13.33%) Data Integration
5 2 (13.33%) Data Visualisation
5 2 (13.33%) DevOps
5 2 (13.33%) Dimensional Modelling
5 2 (13.33%) Inversion of Control
5 2 (13.33%) Load Balancing
5 2 (13.33%) Performance Tuning
5 2 (13.33%) Unit Testing
5 2 (13.33%) Visualisation
Programming Languages
1 7 (46.67%) Java
1 7 (46.67%) SQL
2 6 (40.00%) Python
3 3 (20.00%) Scala
4 2 (13.33%) Bash Shell
4 2 (13.33%) C#
4 2 (13.33%) JavaScript
4 2 (13.33%) R
4 2 (13.33%) Shell Script
5 1 (6.67%) Go
5 1 (6.67%) MATLAB
5 1 (6.67%) Perl
5 1 (6.67%) PHP
Qualifications
1 3 (20.00%) Degree
2 2 (13.33%) Master's Degree
System Software
1 2 (13.33%) Active Directory
1 2 (13.33%) Apache Flume
2 1 (6.67%) HDFS
Systems Management
1 1 (6.67%) Kibana
1 1 (6.67%) Oozie
Vendors
1 3 (20.00%) Greenplum
1 3 (20.00%) Netezza
1 3 (20.00%) Teradata
1 3 (20.00%) Vertica
2 2 (13.33%) Atlassian
2 2 (13.33%) IBM
2 2 (13.33%) Microsoft
2 2 (13.33%) Oracle
3 1 (6.67%) Google
3 1 (6.67%) Tableau