Period
to 16 August 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 16 August 2017 with a comparison to the same period in the previous 2 years.

Apache Mahout
UK
6 months to
16 Aug 2017
Same period 2016 Same period 2015
Rank 1164 1190 1161
Rank change year-on-year +26 -29 -32
Permanent jobs citing Mahout 19 65 153
As % of all permanent IT jobs advertised in the UK 0.011% 0.033% 0.070%
As % of the Database & Business Intelligence category 0.035% 0.11% 0.22%
Number of salaries quoted 14 58 112
UK median annual salary £80,000 £80,000 £61,000
Median salary % change year-on-year - +31.15% -12.86%
10th Percentile £47,500 £48,750 £42,500
90th Percentile £100,250 £120,000 £92,500
UK excluding London median annual salary £70,000 £71,250 £79,500
% change year-on-year -1.75% -10.38% +92.73%

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

Database & Business Intelligence Skills
UK
Permanent job vacancies with a requirement for database and business intelligence skills 54300 59449 69004
As % of all permanent IT job vacancies advertised in the UK 30.73% 30.02% 31.76%
Number of salaries quoted 45181 50756 58239
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +2.27%
10th Percentile £30,000 £28,750 £27,500
90th Percentile £77,500 £75,000 £72,500
UK excluding London median annual salary £42,500 £41,000 £40,000
% change year-on-year +3.66% +2.50% -

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 16 August 2017.

Salary histogram for Mahout in the UK

Mahout
Top 6 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 16 August 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 +15 19 £80,000 -4.48% 1
London +10 12 £80,000 -5.88% 1
UK excluding London +36 7 £70,000 -1.75%
East of England +3 3 £55,000 -31.25%
South East - 3 - -
South West -1 1 £87,500 +16.67%

For the 6 months to 16 August 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 18 (94.74%) Big Data
2 17 (89.47%) Hadoop
3 15 (78.95%) Apache Pig
3 15 (78.95%) Apache Hive
4 13 (68.42%) NoSQL
4 13 (68.42%) Analytics
4 13 (68.42%) SQL
5 11 (57.89%) Java
6 10 (52.63%) Linux
6 10 (52.63%) Apache Spark
6 10 (52.63%) MongoDB
7 9 (47.37%) HBase
7 9 (47.37%) Machine Learning
7 9 (47.37%) Amazon AWS
8 8 (42.11%) Apache
9 7 (36.84%) Tomcat
9 7 (36.84%) Python
9 7 (36.84%) Web Services
9 7 (36.84%) MySQL
9 7 (36.84%) Oracle
9 7 (36.84%) Open Source
9 7 (36.84%) Spring
9 7 (36.84%) Sqoop
10 6 (31.58%) Relational Database
10 6 (31.58%) HDFS
10 6 (31.58%) Data Mining
10 6 (31.58%) Business Intelligence
11 5 (26.32%) RDBMS
11 5 (26.32%) SQL Server
11 5 (26.32%) JSP

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 15 (78.95%) Apache Pig
2 10 (52.63%) Apache Spark
3 8 (42.11%) Apache
4 7 (36.84%) Tomcat
5 5 (26.32%) JBoss
5 5 (26.32%) WebSphere
6 3 (15.79%) Apache Geronimo
6 3 (15.79%) GlassFish
6 3 (15.79%) SAS
7 2 (10.53%) Elasticsearch
7 2 (10.53%) WebLogic
8 1 (5.26%) CMS
8 1 (5.26%) Jupyter
Applications
1 4 (21.05%) Weka
2 3 (15.79%) SPSS
3 1 (5.26%) Chatbot
3 1 (5.26%) Gephi
3 1 (5.26%) Microsoft Excel
Cloud Services
1 9 (47.37%) Amazon AWS
2 4 (21.05%) Cloud Computing
2 4 (21.05%) Microsoft Azure
3 3 (15.79%) Amazon EC2
3 3 (15.79%) Amazon EMR
3 3 (15.79%) Azure Machine Learning
4 2 (10.53%) Amazon S3
4 2 (10.53%) Google Cloud Platform
Communications & Networking
1 2 (10.53%) HTTP
1 2 (10.53%) Kerberos
1 2 (10.53%) LDAP
1 2 (10.53%) SSL
Database & Business Intelligence
1 18 (94.74%) Big Data
2 17 (89.47%) Hadoop
3 15 (78.95%) Apache Hive
4 13 (68.42%) NoSQL
5 10 (52.63%) MongoDB
6 9 (47.37%) HBase
7 7 (36.84%) MySQL
7 7 (36.84%) Sqoop
8 6 (31.58%) Data Mining
8 6 (31.58%) Relational Database
9 5 (26.32%) Apache Cassandra
9 5 (26.32%) Neo4j
9 5 (26.32%) RDBMS
9 5 (26.32%) SQL Server
10 4 (21.05%) PostgreSQL
11 3 (15.79%) CouchDB
12 2 (10.53%) BigQuery
12 2 (10.53%) Data Warehouse
12 2 (10.53%) MarkLogic
12 2 (10.53%) Triplestore
Development Applications
1 5 (26.32%) Maven
2 4 (21.05%) Git (software)
3 3 (15.79%) Ant
3 3 (15.79%) Gradle
4 2 (10.53%) Cucumber
4 2 (10.53%) JBehave
4 2 (10.53%) JUnit
4 2 (10.53%) Mockito
5 1 (5.26%) Jenkins
5 1 (5.26%) Vagrant
5 1 (5.26%) Yeoman
General
1 1 (5.26%) Telecoms
Job Titles
1 6 (31.58%) Data Scientist
2 5 (26.32%) Architect
2 5 (26.32%) Developer
2 5 (26.32%) Java Developer
3 3 (15.79%) Big Data Architect
3 3 (15.79%) Data Architect
3 3 (15.79%) J2EE Developer
3 3 (15.79%) Java/J2EE Developer
3 3 (15.79%) Oracle Developer
3 3 (15.79%) Tableau Developer
4 2 (10.53%) Big Data Engineer
4 2 (10.53%) Data Engineer
4 2 (10.53%) Platform Engineer
4 2 (10.53%) Senior Architect
4 2 (10.53%) Senior Data Scientist
4 2 (10.53%) Solutions Architect
5 1 (5.26%) Analytics Consultant
5 1 (5.26%) Big Data Solutions Architect
5 1 (5.26%) Business Intelligence Solutions Architect
5 1 (5.26%) Senior Hadoop Architect
Libraries, Frameworks & Software Standards
1 7 (36.84%) Spring
1 7 (36.84%) Web Services
2 5 (26.32%) JSP
3 4 (21.05%) D3.js
3 4 (21.05%) Natural Language Processing
4 3 (15.79%) EJB
4 3 (15.79%) FreeMarker
4 3 (15.79%) Hibernate
4 3 (15.79%) J2EE
4 3 (15.79%) Java EE
4 3 (15.79%) JMS
4 3 (15.79%) JPA
4 3 (15.79%) REST
4 3 (15.79%) scikit-learn
4 3 (15.79%) Servlets
4 3 (15.79%) SOAP
4 3 (15.79%) Spring MVC
4 3 (15.79%) TopLink
5 2 (10.53%) .NET
5 2 (10.53%) HTML
Miscellaneous
1 4 (21.05%) Analytical Skills
1 4 (21.05%) Computer Science
2 2 (10.53%) Algorithms
2 2 (10.53%) Data Centre
2 2 (10.53%) Fintech
2 2 (10.53%) Grid Computing
2 2 (10.53%) Management Information System
Operating Systems
1 10 (52.63%) Linux
2 2 (10.53%) Solaris
2 2 (10.53%) Unix
2 2 (10.53%) Windows
Processes & Methodologies
1 13 (68.42%) Analytics
2 9 (47.37%) Machine Learning
3 7 (36.84%) Open Source
4 6 (31.58%) Business Intelligence
5 5 (26.32%) MapReduce
6 4 (21.05%) Agile Software Development
6 4 (21.05%) Data Analysis
7 3 (15.79%) Customer Requirements
7 3 (15.79%) Data Visualisation
7 3 (15.79%) E-Commerce
7 3 (15.79%) Mentoring
7 3 (15.79%) MVC
7 3 (15.79%) OO
7 3 (15.79%) OOP
7 3 (15.79%) Presales
7 3 (15.79%) Unit Testing
7 3 (15.79%) Visualisation
8 2 (10.53%) Adaptive Web Design
8 2 (10.53%) Sentiment Analysis
8 2 (10.53%) Workload Management
Programming Languages
1 13 (68.42%) SQL
2 11 (57.89%) Java
3 7 (36.84%) Python
4 5 (26.32%) R
5 3 (15.79%) Bash Shell
5 3 (15.79%) PL/SQL
5 3 (15.79%) T-SQL
6 2 (10.53%) C
6 2 (10.53%) C#
6 2 (10.53%) C++
6 2 (10.53%) JavaScript
6 2 (10.53%) MATLAB
6 2 (10.53%) Scala
6 2 (10.53%) Shell Script
7 1 (5.26%) Clojure
7 1 (5.26%) Cypher
7 1 (5.26%) Perl
7 1 (5.26%) PHP
7 1 (5.26%) VBA
Qualifications
1 3 (15.79%) Degree
2 2 (10.53%) Master's Degree
3 1 (5.26%) AWS Certification
3 1 (5.26%) Computer Science Degree
3 1 (5.26%) PhD
Quality Assurance & Compliance
1 2 (10.53%) SLA
System Software
1 6 (31.58%) HDFS
2 2 (10.53%) Active Directory
2 2 (10.53%) Apache Flume
2 2 (10.53%) Apache ZooKeeper
2 2 (10.53%) Oracle RAC
3 1 (5.26%) Virtual Machines
3 1 (5.26%) VirtualBox
Systems Management
1 3 (15.79%) Oozie
2 2 (10.53%) Ambari
2 2 (10.53%) Hadoop YARN
3 1 (5.26%) Kibana
Vendors
1 7 (36.84%) Oracle
2 5 (26.32%) Tableau
3 3 (15.79%) Alteryx
3 3 (15.79%) Greenplum
3 3 (15.79%) Netezza
3 3 (15.79%) Teradata
3 3 (15.79%) Vertica
4 2 (10.53%) Atlassian
4 2 (10.53%) Cloudera
4 2 (10.53%) Google
4 2 (10.53%) Hortonworks
4 2 (10.53%) Microsoft
5 1 (5.26%) IBM