The table below looks at the statistics for Mahout skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Mahout over the 3 months to 25 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Apache Mahout
UK
Rank 828 905 904
Rank change year-on-year
+77 -1
Permanent jobs citing Mahout 13 34 62
As % of all permanent IT jobs located in the UK 0.016% 0.033% 0.058%
As % of the Database & Business Intelligence category 0.051% 0.11% 0.19%
Number of salaries quoted 11 24 57
Median salary £70,000 £63,750 £60,000
Median salary % change year-on-year
+9.80% +6.25%
90% offered a salary of more than £57,500 £52,500 £45,000
10% offered a salary of more than £115,000 £92,500 £85,000
UK excluding London median salary £65,000 - £52,500

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised across the UK.

Database & Business Intelligence Category
UK
Permanent IT job ads with a match in the
Database & Business Intelligence category
25252 32211 33327
As % of all permanent IT jobs located in the UK 30.45% 31.56% 31.25%
Number of salaries quoted 21482 27289 28511
Median salary £50,000 £47,500 £45,000
Median salary % change year-on-year
+5.26% +5.55%
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £72,500 £70,000 £70,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Mahout
Jobs Demand Trend

The demand trend of job ads citing Mahout as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Mahout Jobs Demand Trend in the UK

Mahout
Salary Trend

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

Mahout Salary Trend in the UK

Mahout
Salary Histogram

This chart provides a salary histogram for IT jobs citing Mahout over the 3 months to 25 February 2017 within the UK.

Mahout Salary Histogram 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 3 months to 25 February 2017. 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 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
England +81 13 £70,000 +9.80% 7
London +62 12 £77,500 +21.56% 3
Essex - 1 £65,000 - 2
Colchester - 1 £65,000 - 2
East of England - 1 £65,000 - 2

Mahout
Top 30 Related IT Skills

For the 6 months to 25 February 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 23 (95.83%) Hadoop
2 20 (83.33%) Apache Pig
3 19 (79.17%) Analytics
3 19 (79.17%) Apache Hive
3 19 (79.17%) R
4 18 (75.00%) Python
5 17 (70.83%) Big Data
6 15 (62.50%) SQL
7 13 (54.17%) Finance
8 12 (50.00%) MongoDB
8 12 (50.00%) Analytical Skills
9 11 (45.83%) Open Source
10 10 (41.67%) Visualisation
10 10 (41.67%) PostgreSQL
10 10 (41.67%) Neo4j
10 10 (41.67%) Machine Learning
11 9 (37.50%) Apache Spark
12 8 (33.33%) Time Series Analysis
12 8 (33.33%) Data Analytics
12 8 (33.33%) Data Visualisation
12 8 (33.33%) Data Analysis
12 8 (33.33%) Statistical Analysis
13 7 (29.17%) Git (software)
13 7 (29.17%) Apache
13 7 (29.17%) NoSQL
13 7 (29.17%) Amazon AWS
13 7 (29.17%) Natural Language Processing
13 7 (29.17%) Impala
13 7 (29.17%) Data Munging
13 7 (29.17%) scikit-learn

Mahout
Top Related 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 20 (83.33%) Apache Pig
2 9 (37.50%) Apache Spark
3 7 (29.17%) Apache
4 5 (20.83%) SAS
5 2 (8.33%) Apache Geronimo
5 2 (8.33%) GlassFish
5 2 (8.33%) JBoss
5 2 (8.33%) Tomcat
5 2 (8.33%) WebSphere
6 1 (4.17%) Apache Solr
Applications
1 5 (20.83%) SPSS
2 2 (8.33%) Weka
3 1 (4.17%) MS Excel
Cloud Services
1 7 (29.17%) Amazon AWS
2 6 (25.00%) Amazon EC2
2 6 (25.00%) Amazon EMR
3 5 (20.83%) Amazon S3
4 1 (4.17%) Cloud Computing
4 1 (4.17%) Microsoft Azure
Database & Business Intelligence
1 23 (95.83%) Hadoop
2 19 (79.17%) Apache Hive
3 17 (70.83%) Big Data
4 12 (50.00%) MongoDB
5 10 (41.67%) Neo4j
5 10 (41.67%) PostgreSQL
6 7 (29.17%) Impala
6 7 (29.17%) NoSQL
7 6 (25.00%) Data Mining
8 5 (20.83%) HBase
8 5 (20.83%) RDBMS
8 5 (20.83%) Relational Database
9 4 (16.67%) Data Warehouse
9 4 (16.67%) SQL Server
9 4 (16.67%) Sqoop
10 3 (12.50%) Blockchain
10 3 (12.50%) OLAP
11 2 (8.33%) CouchDB
11 2 (8.33%) MySQL
12 1 (4.17%) SQL Server Analysis Services
Development Applications
1 7 (29.17%) Git (software)
2 5 (20.83%) Jenkins
2 5 (20.83%) Vagrant
2 5 (20.83%) Yeoman
3 2 (8.33%) Ant
3 2 (8.33%) Gradle
3 2 (8.33%) Maven
4 1 (4.17%) Talend Open Studio
General
1 13 (54.17%) Finance
2 6 (25.00%) Banking
3 4 (16.67%) Manufacturing
3 4 (16.67%) Retail
3 4 (16.67%) Telecoms
4 1 (4.17%) Automotive
4 1 (4.17%) Games
4 1 (4.17%) Music Industry
Job Titles
1 12 (50.00%) Data Scientist
2 6 (25.00%) Architect
2 6 (25.00%) Consultant
2 6 (25.00%) Data Architect
3 5 (20.83%) Data Consultant
3 5 (20.83%) Senior Data Scientist
4 4 (16.67%) Analytics Consultant
4 4 (16.67%) Analytics Manager
4 4 (16.67%) Data Analytics Consultant
4 4 (16.67%) Data Analytics Manager
4 4 (16.67%) Data Manager
4 4 (16.67%) Developer
4 4 (16.67%) Senior Analytics Manager
4 4 (16.67%) Senior Consultant
4 4 (16.67%) Senior Manager
5 3 (12.50%) Big Data Architect
5 3 (12.50%) Machine Learning Scientist
6 2 (8.33%) Java Developer
6 2 (8.33%) Python Developer
6 2 (8.33%) Systems Architect
Libraries, Frameworks & Software Standards
1 7 (29.17%) Natural Language Processing
1 7 (29.17%) scikit-learn
2 6 (25.00%) D3.js
2 6 (25.00%) JSON
2 6 (25.00%) Pandas
3 5 (20.83%) Cascalog
3 5 (20.83%) SciPy
4 4 (16.67%) J2EE
5 3 (12.50%) CSS
5 3 (12.50%) HTML
5 3 (12.50%) JSON-LD
5 3 (12.50%) Web Services
5 3 (12.50%) XML
6 2 (8.33%) AngularJS
6 2 (8.33%) CSS3
6 2 (8.33%) HTML5
6 2 (8.33%) JSP
6 2 (8.33%) Node.js
6 2 (8.33%) REST
6 2 (8.33%) Servlets
Miscellaneous
1 12 (50.00%) Analytical Skills
2 6 (25.00%) Computer Science
3 4 (16.67%) Algorithms
4 2 (8.33%) Virtual Team
5 1 (4.17%) Bitcoin
5 1 (4.17%) Enterprise Software
5 1 (4.17%) Management Information System
5 1 (4.17%) Replication
Operating Systems
1 5 (20.83%) Linux
Processes & Methodologies
1 19 (79.17%) Analytics
2 11 (45.83%) Open Source
3 10 (41.67%) Machine Learning
3 10 (41.67%) Visualisation
4 8 (33.33%) Data Analysis
4 8 (33.33%) Data Analytics
4 8 (33.33%) Data Visualisation
4 8 (33.33%) Statistical Analysis
4 8 (33.33%) Time Series Analysis
5 7 (29.17%) Data Munging
6 6 (25.00%) Business Intelligence
7 5 (20.83%) Computer Vision
7 5 (20.83%) Continuous Integration
7 5 (20.83%) MapReduce
7 5 (20.83%) Operations Research
7 5 (20.83%) Sentiment Analysis
7 5 (20.83%) Statistical Modelling
7 5 (20.83%) Unit Testing
8 4 (16.67%) Statistics
8 4 (16.67%) User Stories
Programming Languages
1 19 (79.17%) R
2 18 (75.00%) Python
3 15 (62.50%) SQL
4 6 (25.00%) Cypher
4 6 (25.00%) Java
5 5 (20.83%) Bash Shell
5 5 (20.83%) Clojure
5 5 (20.83%) VBA
6 3 (12.50%) C
6 3 (12.50%) C++
6 3 (12.50%) JavaScript
6 3 (12.50%) PHP
6 3 (12.50%) Scala
7 2 (8.33%) PL/SQL
7 2 (8.33%) T-SQL
8 1 (4.17%) C#
8 1 (4.17%) F#
Qualifications
1 4 (16.67%) PhD
2 3 (12.50%) Degree
Quality Assurance & Compliance
1 1 (4.17%) Data Quality
System Software
1 5 (20.83%) Virtual Machines
1 5 (20.83%) VirtualBox
2 2 (8.33%) Apache Flume
2 2 (8.33%) HDFS
Vendors
1 4 (16.67%) Oracle
2 3 (12.50%) IBM
2 3 (12.50%) Tableau
3 2 (8.33%) Alteryx
3 2 (8.33%) Cloudera
3 2 (8.33%) Hortonworks
3 2 (8.33%) Teradata
4 1 (4.17%) Informatica
4 1 (4.17%) Microsoft
4 1 (4.17%) SAP
4 1 (4.17%) Talend
4 1 (4.17%) Vertica
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