Period
to 17 January 2018

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 January 2018 with a comparison to the same period in the previous 2 years.

Apache Mahout
UK
6 months to
17 Jan 2018
Same period 2017 Same period 2016
Rank 1119 1144 1169
Rank change year-on-year +25 +25 +49
Permanent jobs citing Mahout 38 29 114
As % of all permanent IT jobs advertised in the UK 0.022% 0.016% 0.055%
As % of the Database & Business Intelligence category 0.072% 0.055% 0.18%
Number of salaries quoted 36 25 85
UK median annual salary £80,000 £67,500 £70,000
Median salary % change year-on-year +18.52% -3.57% +21.74%
10th Percentile £66,250 £41,000 £47,500
90th Percentile £167,500 £115,000 £104,000
UK excluding London median annual salary £75,000 £50,000 £65,000
% change year-on-year +50.00% -23.08% +23.81%

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 52,836 53,088 65,008
As % of all permanent IT jobs advertised in the UK 30.51% 29.85% 31.63%
Number of salaries quoted 43,759 45,430 54,939
UK median annual salary £48,000 £47,500 £45,000
Median salary % change year-on-year +1.05% +5.56% +1.69%
10th Percentile £30,000 £29,375 £28,750
90th Percentile £77,500 £77,500 £75,000
UK excluding London median annual salary £42,500 £42,500 £40,500
% change year-on-year - +4.94% +1.25%

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 January 2018.

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 January 2018. 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 +22 38 £80,000 +14.29% 4
London +19 22 £105,000 +35.48% 2
UK excluding London +27 16 £75,000 +50.00% 2
East of England +31 13 £75,000 +15.38% 1
South West - 3 £75,000 - 1

For the 6 months to 17 January 2018, 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 31 (81.58%) Apache Spark
2 23 (60.53%) Analytics
2 23 (60.53%) Hadoop
3 22 (57.89%) Apache
4 21 (55.26%) Open Source
4 21 (55.26%) NoSQL
5 20 (52.63%) Big Data
5 20 (52.63%) Kafka
6 17 (44.74%) Apache Pig
6 17 (44.74%) Apache Hive
6 17 (44.74%) MongoDB
7 16 (42.11%) Natural Language Processing
7 16 (42.11%) Machine Learning
7 16 (42.11%) Relational Database
8 15 (39.47%) Data Visualisation
8 15 (39.47%) Visualisation
9 14 (36.84%) Degree
9 14 (36.84%) RDBMS
10 13 (34.21%) Tableau
10 13 (34.21%) HDFS
10 13 (34.21%) Algorithms
11 12 (31.58%) Apache Cassandra
11 12 (31.58%) Java
11 12 (31.58%) Artificial Intelligence
12 11 (28.95%) Statistics
12 11 (28.95%) IBM
12 11 (28.95%) HBase
12 11 (28.95%) MapReduce
12 11 (28.95%) Cognitive Computing
13 10 (26.32%) Apache Flume

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 31 (81.58%) Apache Spark
2 22 (57.89%) Apache
3 17 (44.74%) Apache Pig
4 7 (18.42%) Tomcat
5 5 (13.16%) Apache Geronimo
5 5 (13.16%) GlassFish
5 5 (13.16%) JBoss
5 5 (13.16%) WebSphere
6 2 (5.26%) Elasticsearch
7 1 (2.63%) Jupyter
7 1 (2.63%) SAS
Applications
1 6 (15.79%) Weka
2 3 (7.89%) Chatbot
3 1 (2.63%) SPSS
Cloud Services
1 7 (18.42%) Amazon AWS
2 5 (13.16%) Azure Machine Learning
2 5 (13.16%) Microsoft Azure
3 1 (2.63%) Amazon EC2
3 1 (2.63%) Amazon EMR
3 1 (2.63%) Cloud Computing
Database & Business Intelligence
1 23 (60.53%) Hadoop
2 21 (55.26%) NoSQL
3 20 (52.63%) Big Data
4 17 (44.74%) Apache Hive
4 17 (44.74%) MongoDB
5 16 (42.11%) Relational Database
6 14 (36.84%) RDBMS
7 12 (31.58%) Apache Cassandra
8 11 (28.95%) HBase
9 9 (23.68%) Text Mining
10 7 (18.42%) Data Warehouse
10 7 (18.42%) Impala
11 6 (15.79%) CouchDB
11 6 (15.79%) Neo4j
11 6 (15.79%) Sqoop
12 5 (13.16%) MySQL
12 5 (13.16%) PostgreSQL
12 5 (13.16%) SQL Server
13 4 (10.53%) Oracle Database
14 3 (7.89%) Triplestore
Development Applications
1 5 (13.16%) Git (software)
2 4 (10.53%) Maven
3 2 (5.26%) Ant
3 2 (5.26%) Cucumber
3 2 (5.26%) Gradle
3 2 (5.26%) JBehave
3 2 (5.26%) JUnit
3 2 (5.26%) Mockito
General
1 5 (13.16%) Automotive
2 2 (5.26%) Finance
2 2 (5.26%) Retail
3 1 (2.63%) Banking
3 1 (2.63%) Manufacturing
3 1 (2.63%) Marketing
3 1 (2.63%) Pharmaceutical
Job Titles
1 8 (21.05%) Developer
2 7 (18.42%) Big Data Engineer
2 7 (18.42%) Data Engineer
2 7 (18.42%) Hadoop Engineer
2 7 (18.42%) Java Developer
3 5 (13.16%) Architect
3 5 (13.16%) Data Scientist
4 3 (7.89%) Big Data Architect
4 3 (7.89%) Data Architect
4 3 (7.89%) Head of IT
4 3 (7.89%) NoSQL Developer
4 3 (7.89%) NoSQL Engineer
4 3 (7.89%) Senior Data Scientist
5 2 (5.26%) Analytics Manager
5 2 (5.26%) HTML CSS Developer
5 2 (5.26%) HTML Developer
5 2 (5.26%) Java Architect
5 2 (5.26%) JavaScript Developer
5 2 (5.26%) Lead Developer
5 2 (5.26%) PL/SQL Developer
Libraries, Frameworks & Software Standards
1 20 (52.63%) Kafka
2 16 (42.11%) Natural Language Processing
3 7 (18.42%) RabbitMQ
3 7 (18.42%) Spring
3 7 (18.42%) Web Services
4 5 (13.16%) Ajax
4 5 (13.16%) CSS
4 5 (13.16%) EJB
4 5 (13.16%) FreeMarker
4 5 (13.16%) Hibernate
4 5 (13.16%) HTML
4 5 (13.16%) Java EE
4 5 (13.16%) JMS
4 5 (13.16%) JPA
4 5 (13.16%) JSP
4 5 (13.16%) Servlets
4 5 (13.16%) SOAP
4 5 (13.16%) Spring MVC
4 5 (13.16%) Swing
4 5 (13.16%) TopLink
Miscellaneous
1 13 (34.21%) Algorithms
2 7 (18.42%) Computer Science
3 5 (13.16%) Robotics
4 1 (2.63%) Analytical Skills
4 1 (2.63%) N-Tier
Operating Systems
1 9 (23.68%) Linux
Processes & Methodologies
1 23 (60.53%) Analytics
2 21 (55.26%) Open Source
3 16 (42.11%) Machine Learning
4 15 (39.47%) Data Visualisation
4 15 (39.47%) Visualisation
5 12 (31.58%) Artificial Intelligence
6 11 (28.95%) Cognitive Computing
6 11 (28.95%) MapReduce
6 11 (28.95%) Statistics
7 10 (26.32%) Agile Software Development
7 10 (26.32%) Mathematics
8 9 (23.68%) ETL
9 8 (21.05%) Data Management
10 7 (18.42%) Microservices
11 6 (15.79%) E-Commerce
11 6 (15.79%) OO
11 6 (15.79%) OOP
11 6 (15.79%) Scrum-ban
11 6 (15.79%) Software Engineering
12 5 (13.16%) MVC
Programming Languages
1 12 (31.58%) Java
2 8 (21.05%) Python
2 8 (21.05%) SQL
3 6 (15.79%) JavaScript
3 6 (15.79%) PL/SQL
4 5 (13.16%) T-SQL
5 4 (10.53%) R
6 2 (5.26%) Bash Shell
6 2 (5.26%) C#
6 2 (5.26%) MATLAB
6 2 (5.26%) Scala
6 2 (5.26%) Shell Script
7 1 (2.63%) Go
7 1 (2.63%) Perl
7 1 (2.63%) PHP
Qualifications
1 14 (36.84%) Degree
System Software
1 13 (34.21%) HDFS
2 10 (26.32%) Apache Flume
3 7 (18.42%) Docker
4 2 (5.26%) Apache ZooKeeper
Systems Management
1 2 (5.26%) Oozie
2 1 (2.63%) Opscode Chef
Vendors
1 13 (34.21%) Tableau
2 11 (28.95%) IBM
3 8 (21.05%) Cloudera
3 8 (21.05%) Hortonworks
3 8 (21.05%) MapR
4 7 (18.42%) Oracle
5 5 (13.16%) Alteryx
6 2 (5.26%) Atlassian
7 1 (2.63%) Cognos
7 1 (2.63%) Greenplum
7 1 (2.63%) Informatica
7 1 (2.63%) MicroStrategy
7 1 (2.63%) Netezza
7 1 (2.63%) Talend
7 1 (2.63%) Teradata
7 1 (2.63%) Vertica