The table below looks at the statistics for Mahout skills in IT contracts advertised across the UK. Included is a guide to the contractor rates offered in IT contracts that have cited Mahout over the 3 months to 29 August 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
29 Aug 2016
Same period 2015 Same period 2014
Apache Mahout
Rank 636 653 614
Rank change year-on-year
+17 -39
Contract jobs citing Mahout 8 2 21
As % of all contract IT jobs located in the UK 0.015% 0.003% 0.037%
As % of the Database & Business Intelligence category 0.065% 0.015% 0.17%
Number of daily rates quoted 6 2 19
Median daily rate £500 £494 £775
Median daily rate % change year-on-year
+1.26% -36.29%
UK excluding London median daily rate £375 - -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

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

Database & Business Intelligence Category
UK
Contract IT job ads with a match in the
Database & Business Intelligence category
12261 13443 12481
As % of all contract IT jobs located in the UK 22.68% 23.38% 22.14%
Number of daily rates quoted 8114 8805 7693
Median daily rate £425 £400 £400
Median daily rate % change year-on-year
+6.25% -
90% offered a daily rate of more than £300 £288 £263
10% offered a daily rate of more than £575 £550 £550
UK excluding London median daily rate £375 £375 £350
% change year-on-year
- +7.14%
Number of hourly rates quoted 205 207 209
Median hourly rate £28.00 £30.00 £27.50
Median hourly rate % change year-on-year
-6.66% +9.09%
90% offered a hourly rate of more than £12.00 £14.00 £13.00
10% offered a hourly rate of more than £48.00 £53.27 £55.00
UK excluding London median hourly rate £28.09 £33.00 £28.50
% change year-on-year
-14.87% +15.78%

Mahout
Jobs Demand Trend

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

Mahout Jobs Demand Trend in the UK

Mahout
Daily Rate Trend

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Mahout within the UK.

Mahout Daily Rate Trend in the UK

Mahout
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Mahout within the UK over the 3 months to 29 August 2016.

Mahout Daily Rate Histogram in the UK

Mahout
Top 7 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Mahout within the UK over the 3 months to 29 August 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +12 8 £500 +1.26% 2
London -10 6 £525 +6.32% 2
Leeds - 1 £375 -
West Yorkshire - 1 £375 -
Middlesex - 1 £375 -
Yorkshire - 1 £375 -
South East - 1 £375 -

Mahout
Top 30 Related IT Skills

For the 6 months to 29 August 2016, IT contractor jobs citing Mahout also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads with a requirement for Mahout.

1 14 (87.50%) Hadoop
2 12 (75.00%) Apache Hive
2 12 (75.00%) R
3 11 (68.75%) Big Data
3 11 (68.75%) Apache Spark
4 9 (56.25%) Java
4 9 (56.25%) Python
5 7 (43.75%) SQL
5 7 (43.75%) Algorithms
5 7 (43.75%) HDFS
5 7 (43.75%) Apache Pig
6 6 (37.50%) MapReduce
7 5 (31.25%) Machine Learning
7 5 (31.25%) Sqoop
7 5 (31.25%) Analytics
7 5 (31.25%) Data Mining
7 5 (31.25%) MATLAB
7 5 (31.25%) Data Lake
8 4 (25.00%) WebHDFS
8 4 (25.00%) Apache Tez
8 4 (25.00%) SAP
8 4 (25.00%) JDBC
8 4 (25.00%) ODBC
8 4 (25.00%) Scala
8 4 (25.00%) JSON
8 4 (25.00%) Neural Network
8 4 (25.00%) Statistics
8 4 (25.00%) Kafka
8 4 (25.00%) SAP HANA
8 4 (25.00%) HBase

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 11 (68.75%) Apache Spark
2 7 (43.75%) Apache Pig
3 3 (18.75%) Elasticsearch
4 1 (6.25%) Apache
4 1 (6.25%) SAS
Applications
1 1 (6.25%) SPSS
Cloud Services
1 3 (18.75%) Amazon AWS
2 2 (12.50%) Amazon S3
2 2 (12.50%) Google Cloud Platform
3 1 (6.25%) Amazon EC2
3 1 (6.25%) Amazon EMR
3 1 (6.25%) Amazon Kinesis
3 1 (6.25%) Amazon SQS
3 1 (6.25%) Azure Machine Learning
3 1 (6.25%) Microsoft Azure
Communications & Networking
1 1 (6.25%) Kerberos
1 1 (6.25%) SAN
Database & Business Intelligence
1 14 (87.50%) Hadoop
2 12 (75.00%) Apache Hive
3 11 (68.75%) Big Data
4 5 (31.25%) Data Lake
4 5 (31.25%) Data Mining
4 5 (31.25%) Sqoop
5 4 (25.00%) HBase
5 4 (25.00%) HCatalog
5 4 (25.00%) Impala
5 4 (25.00%) SAP HANA
6 3 (18.75%) RDBMS
6 3 (18.75%) Relational Database
7 2 (12.50%) BigQuery
7 2 (12.50%) MongoDB
7 2 (12.50%) Neo4j
7 2 (12.50%) NoSQL
8 1 (6.25%) Amazon DynamoDB
8 1 (6.25%) Amazon Redshift
8 1 (6.25%) Apache Cassandra
8 1 (6.25%) PostgreSQL
Development Applications
1 1 (6.25%) Git (software)
1 1 (6.25%) Vagrant
1 1 (6.25%) Yeoman
General
1 3 (18.75%) Finance
2 2 (12.50%) Banking
2 2 (12.50%) Marketing
3 1 (6.25%) Investment Banking
Job Titles
1 7 (43.75%) Data Scientist
2 4 (25.00%) Consultant
2 4 (25.00%) Hadoop Consultant
2 4 (25.00%) SAP Consultant
3 3 (18.75%) Architect
3 3 (18.75%) Integration Consultant
3 3 (18.75%) SAP HANA Consultant
3 3 (18.75%) SAP Integration Consultant
4 2 (12.50%) Big Data Architect
4 2 (12.50%) Big Data Developer
4 2 (12.50%) Big Data Engineer
4 2 (12.50%) Data Architect
4 2 (12.50%) Data Engineer
4 2 (12.50%) Developer
5 1 (6.25%) Analyst
5 1 (6.25%) Business Analyst
5 1 (6.25%) Data Analyst
5 1 (6.25%) Java Developer
5 1 (6.25%) SQL Developer
5 1 (6.25%) Technical Architect
Libraries, Frameworks & Software Standards
1 4 (25.00%) Apache Tez
1 4 (25.00%) JDBC
1 4 (25.00%) JSON
1 4 (25.00%) Kafka
1 4 (25.00%) ODBC
1 4 (25.00%) WebHDFS
2 3 (18.75%) Cascading
2 3 (18.75%) MLlib
2 3 (18.75%) RESTful
3 2 (12.50%) Natural Language Processing
4 1 (6.25%) Cascalog
4 1 (6.25%) D3.js
4 1 (6.25%) GraphX
4 1 (6.25%) Pandas
4 1 (6.25%) scikit-learn
4 1 (6.25%) SciPy
4 1 (6.25%) TensorFlow
4 1 (6.25%) Theano
Miscellaneous
1 7 (43.75%) Algorithms
2 4 (25.00%) Neural Network
2 4 (25.00%) Statistics
3 3 (18.75%) Social Network
4 2 (12.50%) Analytical Skills
4 2 (12.50%) Computer Science
4 2 (12.50%) Mathematics
4 2 (12.50%) Ontologies
4 2 (12.50%) Physics
5 1 (6.25%) Grid Computing
5 1 (6.25%) Management Information System
5 1 (6.25%) Visualisation
Operating Systems
1 1 (6.25%) Linux
1 1 (6.25%) Unix
Processes & Methodologies
1 6 (37.50%) MapReduce
2 5 (31.25%) Analytics
2 5 (31.25%) Machine Learning
3 3 (18.75%) Agile Software Development
3 3 (18.75%) Data Modelling
3 3 (18.75%) Open Source
4 2 (12.50%) Data Management
4 2 (12.50%) Data Transformation
4 2 (12.50%) Kalman Filter
4 2 (12.50%) Matrix Organization
4 2 (12.50%) Software Engineering
4 2 (12.50%) Stakeholder Management
4 2 (12.50%) Validation
5 1 (6.25%) Actionable Insight
5 1 (6.25%) Computer Vision
5 1 (6.25%) Data Engineering
5 1 (6.25%) Information Retrieval
5 1 (6.25%) Prototyping
5 1 (6.25%) Sentiment Analysis
5 1 (6.25%) Time Series Analysis
Programming Languages
1 12 (75.00%) R
2 9 (56.25%) Java
2 9 (56.25%) Python
3 7 (43.75%) SQL
4 5 (31.25%) MATLAB
5 4 (25.00%) Scala
6 3 (18.75%) C++
7 1 (6.25%) Bash Shell
7 1 (6.25%) Clojure
7 1 (6.25%) Cypher
7 1 (6.25%) PL/SQL
7 1 (6.25%) Shell Script
7 1 (6.25%) SPARQL
7 1 (6.25%) VBA
Qualifications
1 3 (18.75%) Degree
1 3 (18.75%) PhD
System Software
1 7 (43.75%) HDFS
2 2 (12.50%) Apache ZooKeeper
3 1 (6.25%) Active Directory
3 1 (6.25%) Apache Flume
3 1 (6.25%) Virtual Machines
3 1 (6.25%) VirtualBox
Systems Management
1 1 (6.25%) Ambari
1 1 (6.25%) Oozie
Vendors
1 4 (25.00%) SAP
2 2 (12.50%) Google
2 2 (12.50%) Hortonworks
3 1 (6.25%) Cloudera
3 1 (6.25%) IBM
3 1 (6.25%) MapR
3 1 (6.25%) Oracle