Period
to 23 May 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 23 May 2018 with a comparison to the same period in the previous 2 years.

Apache Mahout
UK
6 months to
23 May 2018
Same period 2017 Same period 2016
Rank 1143 1140 1210
Rank change year-on-year -3 +70 -51
Permanent jobs citing Mahout 40 26 61
As % of all permanent IT jobs advertised in the UK 0.023% 0.015% 0.030%
As % of the Database & Business Intelligence category 0.076% 0.050% 0.098%
Number of salaries quoted 40 19 46
UK median annual salary £80,000 £77,500 £71,250
Median salary % change year-on-year +3.23% +8.77% +18.75%
10th Percentile £63,875 £49,500 £48,750
90th Percentile £167,500 £115,000 £120,000
UK excluding London median annual salary £75,000 £55,000 £55,000
% change year-on-year +36.36% - +4.76%

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 52,731 52,305 62,226
As % of all permanent IT jobs advertised in the UK 30.68% 30.92% 31.00%
Number of salaries quoted 43,356 44,408 52,934
UK median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £31,250 £29,500 £28,750
90th Percentile £80,000 £77,500 £75,000
UK excluding London median annual salary £44,471 £42,000 £41,500
% change year-on-year +5.88% +1.20% +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 23 May 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 23 May 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 +13 40 £80,000 +3.23% 2
London -3 21 £100,001 +17.65%
UK excluding London -22 19 £75,000 +36.36% 2
East of England +1 16 £75,000 +36.36% 2
South West - 3 £75,000 -

For the 6 months to 23 May 2018, IT jobs citing Mahout also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for Mahout.

1 33 (82.50%) Apache Spark
2 28 (70.00%) NoSQL
3 27 (67.50%) Hadoop
4 24 (60.00%) Apache
5 23 (57.50%) Analytics
6 21 (52.50%) Machine Learning
7 20 (50.00%) MongoDB
7 20 (50.00%) Big Data
8 19 (47.50%) Apache Pig
8 19 (47.50%) Relational Database
8 19 (47.50%) Apache Hive
8 19 (47.50%) Open Source
9 18 (45.00%) Visualisation
9 18 (45.00%) Data Visualisation
9 18 (45.00%) Kafka
10 17 (42.50%) Tableau
10 17 (42.50%) RDBMS
11 16 (40.00%) Degree
11 16 (40.00%) HDFS
12 15 (37.50%) Java
13 14 (35.00%) Agile Software Development
14 13 (32.50%) Spring
14 13 (32.50%) Artificial Intelligence
14 13 (32.50%) HBase
14 13 (32.50%) Natural Language Processing
14 13 (32.50%) Tomcat
14 13 (32.50%) Algorithms
15 12 (30.00%) Apache Flume
15 12 (30.00%) ETL
15 12 (30.00%) Linux

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 33 (82.50%) Apache Spark
2 24 (60.00%) Apache
3 19 (47.50%) Apache Pig
4 13 (32.50%) Tomcat
5 7 (17.50%) Elasticsearch
6 6 (15.00%) Apache Geronimo
6 6 (15.00%) GlassFish
6 6 (15.00%) JBoss
6 6 (15.00%) WebSphere
7 1 (2.50%) Jupyter
7 1 (2.50%) SAS
Applications
1 7 (17.50%) Weka
2 3 (7.50%) Chatbot
3 1 (2.50%) SPSS
Cloud Services
1 10 (25.00%) Azure Machine Learning
1 10 (25.00%) Microsoft Azure
2 5 (12.50%) Amazon AWS
3 1 (2.50%) Amazon EC2
3 1 (2.50%) Amazon EMR
3 1 (2.50%) Amazon S3
3 1 (2.50%) Cloud Computing
3 1 (2.50%) Google Cloud Platform
Database & Business Intelligence
1 28 (70.00%) NoSQL
2 27 (67.50%) Hadoop
3 20 (50.00%) Big Data
3 20 (50.00%) MongoDB
4 19 (47.50%) Apache Hive
4 19 (47.50%) Relational Database
5 17 (42.50%) RDBMS
6 13 (32.50%) HBase
7 12 (30.00%) Apache Cassandra
8 9 (22.50%) Data Warehouse
8 9 (22.50%) Impala
8 9 (22.50%) Text Mining
9 8 (20.00%) Triplestore
10 7 (17.50%) CouchDB
10 7 (17.50%) MarkLogic
10 7 (17.50%) Neo4j
10 7 (17.50%) Sqoop
11 6 (15.00%) MySQL
11 6 (15.00%) PostgreSQL
11 6 (15.00%) SQL Server
Development Applications
1 10 (25.00%) Git (software)
1 10 (25.00%) Maven
2 7 (17.50%) Cucumber
2 7 (17.50%) JBehave
2 7 (17.50%) JUnit
2 7 (17.50%) Mockito
3 3 (7.50%) Ant
3 3 (7.50%) Gradle
General
1 6 (15.00%) Automotive
2 1 (2.50%) Banking
2 1 (2.50%) Finance
2 1 (2.50%) Manufacturing
2 1 (2.50%) Marketing
2 1 (2.50%) Pharmaceutical
2 1 (2.50%) Retail
Job Titles
1 14 (35.00%) Developer
2 13 (32.50%) Java Developer
3 10 (25.00%) Lead Developer
4 9 (22.50%) Big Data Engineer
4 9 (22.50%) Data Engineer
4 9 (22.50%) Hadoop Engineer
4 9 (22.50%) Lead Java Developer
5 4 (10.00%) Data Scientist
5 4 (10.00%) NoSQL Engineer
6 3 (7.50%) Architect
6 3 (7.50%) Big Data Architect
6 3 (7.50%) Data Architect
6 3 (7.50%) NoSQL Developer
6 3 (7.50%) Senior Data Scientist
7 2 (5.00%) Head of IT
7 2 (5.00%) HTML CSS Developer
7 2 (5.00%) HTML Developer
7 2 (5.00%) JavaScript Developer
7 2 (5.00%) PL/SQL Developer
8 1 (2.50%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 18 (45.00%) Kafka
2 13 (32.50%) Natural Language Processing
2 13 (32.50%) Spring
3 9 (22.50%) RabbitMQ
3 9 (22.50%) Web Services
4 7 (17.50%) .NET
4 7 (17.50%) Guice
4 7 (17.50%) JAXB
4 7 (17.50%) JAX-RS
5 6 (15.00%) Ajax
5 6 (15.00%) CSS
5 6 (15.00%) EJB
5 6 (15.00%) Hibernate
5 6 (15.00%) HTML
5 6 (15.00%) JMS
5 6 (15.00%) JSP
5 6 (15.00%) Servlets
5 6 (15.00%) SOAP
5 6 (15.00%) Swing
5 6 (15.00%) TopLink
Miscellaneous
1 13 (32.50%) Algorithms
2 8 (20.00%) Computer Science
3 2 (5.00%) Robotics
4 1 (2.50%) Analytical Skills
4 1 (2.50%) N-Tier
Operating Systems
1 12 (30.00%) Linux
Processes & Methodologies
1 23 (57.50%) Analytics
2 21 (52.50%) Machine Learning
3 19 (47.50%) Open Source
4 18 (45.00%) Data Visualisation
4 18 (45.00%) Visualisation
5 14 (35.00%) Agile Software Development
6 13 (32.50%) Artificial Intelligence
7 12 (30.00%) ETL
7 12 (30.00%) MapReduce
8 11 (27.50%) Statistics
9 10 (25.00%) Mathematics
10 9 (22.50%) Cognitive Computing
10 9 (22.50%) Data Management
10 9 (22.50%) Microservices
11 8 (20.00%) Deep Learning
12 7 (17.50%) Adaptive Web Design
12 7 (17.50%) OOP
12 7 (17.50%) Project Management
12 7 (17.50%) Scrum
12 7 (17.50%) Scrum-ban
Programming Languages
1 15 (37.50%) Java
2 7 (17.50%) C#
2 7 (17.50%) JavaScript
2 7 (17.50%) PL/SQL
2 7 (17.50%) SQL
3 6 (15.00%) Python
3 6 (15.00%) T-SQL
4 4 (10.00%) Bash Shell
4 4 (10.00%) R
4 4 (10.00%) Shell Script
5 2 (5.00%) MATLAB
6 1 (2.50%) Perl
6 1 (2.50%) PHP
6 1 (2.50%) Scala
Qualifications
1 16 (40.00%) Degree
System Software
1 16 (40.00%) HDFS
2 12 (30.00%) Apache Flume
3 9 (22.50%) Docker
4 2 (5.00%) Apache ZooKeeper
Systems Management
1 2 (5.00%) Oozie
2 1 (2.50%) Opscode Chef
Vendors
1 17 (42.50%) Tableau
2 10 (25.00%) Cloudera
2 10 (25.00%) Hortonworks
3 9 (22.50%) IBM
3 9 (22.50%) MapR
4 8 (20.00%) Oracle
5 7 (17.50%) Atlassian
6 6 (15.00%) Alteryx
7 1 (2.50%) Cognos
7 1 (2.50%) Google
7 1 (2.50%) Greenplum
7 1 (2.50%) Informatica
7 1 (2.50%) MicroStrategy
7 1 (2.50%) Netezza
7 1 (2.50%) Talend
7 1 (2.50%) Teradata
7 1 (2.50%) Vertica