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 7 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Apache Mahout
Rank 865 932 926
Rank change year-on-year
+67 -6
Permanent jobs citing Mahout 11 53 49
As % of all permanent IT jobs located in the UK 0.012% 0.049% 0.043%
As % of the Database & Business Intelligence category 0.041% 0.15% 0.14%
Number of salaries quoted 9 42 37
Median salary £52,500 £70,000 £57,500
Median salary % change year-on-year
-25.00% +21.73%
90% offered a salary of more than £50,000 £52,500 £40,000
10% offered a salary of more than £95,000 £113,500 £72,500
UK excluding London median salary £50,000 £75,000 £51,250
% change year-on-year
-33.33% +46.34%

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
26981 34283 34689
As % of all permanent IT jobs located in the UK 29.95% 31.96% 30.66%
Number of salaries quoted 23113 28894 29615
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 £30,000
10% offered a salary of more than £75,000 £70,000 £70,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +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 7 December 2016 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 7 December 2016. 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
(Click see detailed
statistics and trends)
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 +50 8 £66,250 -5.35% 4
London +18 8 £66,250 -5.35% 3
Wales - 3 £50,000 -
Cardiff - 3 £50,000 -
South Wales - 3 £50,000 -

Mahout
Top 30 Related IT Skills

For the 6 months to 7 December 2016, 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 39 (97.50%) Hadoop
2 35 (87.50%) Python
3 33 (82.50%) R
4 32 (80.00%) Apache Hive
5 31 (77.50%) Analytics
6 29 (72.50%) Apache Pig
6 29 (72.50%) Big Data
7 27 (67.50%) Analytical Skills
8 23 (57.50%) MongoDB
8 23 (57.50%) Finance
9 22 (55.00%) SQL
10 20 (50.00%) Data Analytics
11 18 (45.00%) Machine Learning
11 18 (45.00%) Apache Spark
11 18 (45.00%) NoSQL
12 17 (42.50%) Open Source
13 16 (40.00%) Amazon AWS
14 15 (37.50%) Visualisation
14 15 (37.50%) PostgreSQL
14 15 (37.50%) Data Analysis
14 15 (37.50%) Impala
15 14 (35.00%) Neo4j
15 14 (35.00%) Amazon EMR
15 14 (35.00%) Cypher
15 14 (35.00%) Business Intelligence
15 14 (35.00%) Amazon EC2
15 14 (35.00%) Git (software)
15 14 (35.00%) Data Visualisation
16 13 (32.50%) Java
17 12 (30.00%) Apache

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 29 (72.50%) Apache Pig
2 18 (45.00%) Apache Spark
3 12 (30.00%) Apache
4 6 (15.00%) SAS
5 1 (2.50%) Apache Solr
Applications
1 6 (15.00%) SPSS
2 1 (2.50%) MS Excel
Cloud Services
1 16 (40.00%) Amazon AWS
2 14 (35.00%) Amazon EC2
2 14 (35.00%) Amazon EMR
3 11 (27.50%) Amazon S3
4 3 (7.50%) Cloud Computing
5 2 (5.00%) Google Cloud Platform
Communications & Networking
1 2 (5.00%) Internet
Database & Business Intelligence
1 39 (97.50%) Hadoop
2 32 (80.00%) Apache Hive
3 29 (72.50%) Big Data
4 23 (57.50%) MongoDB
5 18 (45.00%) NoSQL
6 15 (37.50%) Impala
6 15 (37.50%) PostgreSQL
7 14 (35.00%) Neo4j
8 8 (20.00%) Data Mining
8 8 (20.00%) HBase
9 7 (17.50%) RDBMS
9 7 (17.50%) Relational Database
10 4 (10.00%) Apache Accumulo
10 4 (10.00%) Apache Cassandra
10 4 (10.00%) Pentaho
11 3 (7.50%) Data Warehouse
11 3 (7.50%) OLAP
11 3 (7.50%) Sqoop
12 2 (5.00%) Amazon DynamoDB
12 2 (5.00%) Triplestore
Development Applications
1 14 (35.00%) Git (software)
2 11 (27.50%) Jenkins
2 11 (27.50%) Vagrant
2 11 (27.50%) Yeoman
3 2 (5.00%) Talend Open Studio
General
1 23 (57.50%) Finance
2 8 (20.00%) Banking
2 8 (20.00%) Manufacturing
2 8 (20.00%) Retail
2 8 (20.00%) Telecoms
3 1 (2.50%) Back Office
3 1 (2.50%) Games
3 1 (2.50%) Music Industry
Job Titles
1 20 (50.00%) Data Scientist
2 13 (32.50%) Consultant
2 13 (32.50%) Data Consultant
3 9 (22.50%) Analytics Consultant
3 9 (22.50%) Architect
3 9 (22.50%) Data Analytics Consultant
3 9 (22.50%) Data Architect
4 7 (17.50%) Big Data Architect
5 5 (12.50%) Senior Data Scientist
6 4 (10.00%) Analytics Manager
6 4 (10.00%) Big Data Consultant
6 4 (10.00%) Data Analytics Manager
6 4 (10.00%) Data Manager
6 4 (10.00%) Hadoop Architect
6 4 (10.00%) Senior Analytics Manager
6 4 (10.00%) Senior Consultant
6 4 (10.00%) Senior Manager
6 4 (10.00%) Solutions Architect
7 3 (7.50%) Head of IT
7 3 (7.50%) Python Developer
Libraries, Frameworks & Software Standards
1 12 (30.00%) D3.js
1 12 (30.00%) Pandas
2 11 (27.50%) Cascalog
2 11 (27.50%) Natural Language Processing
2 11 (27.50%) scikit-learn
2 11 (27.50%) SciPy
3 5 (12.50%) JSON
4 3 (7.50%) AngularJS
4 3 (7.50%) CSS
4 3 (7.50%) CSS3
4 3 (7.50%) Django
4 3 (7.50%) HTML
4 3 (7.50%) HTML5
4 3 (7.50%) J2EE
4 3 (7.50%) jQuery
4 3 (7.50%) Node.js
4 3 (7.50%) Web Services
4 3 (7.50%) XML
5 2 (5.00%) JSON-LD
6 1 (2.50%) Celery
Miscellaneous
1 27 (67.50%) Analytical Skills
2 15 (37.50%) Visualisation
3 12 (30.00%) Computer Science
4 10 (25.00%) Algorithms
5 4 (10.00%) Mathematics
6 3 (7.50%) Neural Network
7 2 (5.00%) Blockchain
7 2 (5.00%) Management Information System
7 2 (5.00%) Statistics
7 2 (5.00%) Virtual Team
8 1 (2.50%) Bitcoin
8 1 (2.50%) Cryptocurrency
8 1 (2.50%) Data Extraction
8 1 (2.50%) Enterprise Software
Operating Systems
1 9 (22.50%) Linux
Processes & Methodologies
1 31 (77.50%) Analytics
2 20 (50.00%) Data Analytics
3 18 (45.00%) Machine Learning
4 17 (42.50%) Open Source
5 15 (37.50%) Data Analysis
6 14 (35.00%) Business Intelligence
6 14 (35.00%) Data Visualisation
7 12 (30.00%) Statistical Analysis
7 12 (30.00%) Time Series Analysis
8 11 (27.50%) Computer Vision
8 11 (27.50%) Continuous Integration
8 11 (27.50%) Data Munging
8 11 (27.50%) Sentiment Analysis
8 11 (27.50%) Unit Testing
8 11 (27.50%) User Stories
9 9 (22.50%) Operations Research
10 8 (20.00%) Bioinformatics
10 8 (20.00%) MapReduce
11 5 (12.50%) Data Management
11 5 (12.50%) ETL
Programming Languages
1 35 (87.50%) Python
2 33 (82.50%) R
3 22 (55.00%) SQL
4 14 (35.00%) Cypher
5 13 (32.50%) Java
6 11 (27.50%) Bash Shell
6 11 (27.50%) Clojure
6 11 (27.50%) VBA
7 9 (22.50%) PHP
8 7 (17.50%) C++
9 4 (10.00%) C#
9 4 (10.00%) Ruby
9 4 (10.00%) Scala
10 3 (7.50%) C
10 3 (7.50%) JavaScript
11 2 (5.00%) Perl
Qualifications
1 10 (25.00%) PhD
2 4 (10.00%) Degree
Quality Assurance & Compliance
1 1 (2.50%) Data Quality
System Software
1 11 (27.50%) Virtual Machines
1 11 (27.50%) VirtualBox
2 7 (17.50%) Apache Flume
3 2 (5.00%) GPFS
3 2 (5.00%) HDFS
Systems Management
1 4 (10.00%) Hadoop YARN
1 4 (10.00%) Oozie
2 2 (5.00%) Opscode Chef
Vendors
1 8 (20.00%) Cloudera
2 7 (17.50%) Informatica
3 4 (10.00%) Cognos
3 4 (10.00%) Greenplum
3 4 (10.00%) MicroStrategy
3 4 (10.00%) Netezza
3 4 (10.00%) Teradata
3 4 (10.00%) Vertica
4 2 (5.00%) EMC
4 2 (5.00%) Hortonworks
4 2 (5.00%) Talend
5 1 (2.50%) Oracle
5 1 (2.50%) Tableau
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