The table below looks at the statistics for Mahout skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited Mahout over the 3 months to 6 December 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
6 Dec 2016
Same period 2015 Same period 2014
Apache Mahout
Rank 594 610 612
Rank change year-on-year
+16 +2
Contract jobs citing Mahout 14 5 16
As % of all contract IT jobs located in England 0.030% 0.010% 0.031%
As % of the Database & Business Intelligence category 0.13% 0.043% 0.15%
Number of daily rates quoted 6 3 7
Median daily rate £450 £638 £775
Median daily rate % change year-on-year
-29.41% -17.74%
UK excluding London median daily rate £290 - -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -
Mahout
UK

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

Database & Business Intelligence Category
England
Contract IT job ads with a match in the
Database & Business Intelligence category
10537 11538 10906
As % of all contract IT jobs located in England 22.38% 23.05% 21.13%
Number of daily rates quoted 7046 7775 7328
Median daily rate £450 £425 £400
Median daily rate % change year-on-year
+5.88% +6.25%
90% offered a daily rate of more than £310 £300 £275
10% offered a daily rate of more than £600 £575 £550
UK excluding London median daily rate £400 £388 £363
% change year-on-year
+3.22% +6.89%
Number of hourly rates quoted 136 178 176
Median hourly rate £35.00 £22.50 £30.00
Median hourly rate % change year-on-year
+55.55% -25.00%
90% offered a hourly rate of more than £13.50 £12.00 £14.00
10% offered a hourly rate of more than £45.00 £43.50 £50.00
UK excluding London median hourly rate £38.00 £25.44 £33.00
% change year-on-year
+49.37% -22.90%

Mahout
Jobs Demand Trend in England

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

Mahout Jobs Demand Trend in England

Mahout
Daily Rate Trend in England

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

Mahout Daily Rate Trend in England

Mahout
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Mahout across the England region over the 3 months to 6 December 2016.

Mahout Daily Rate Histogram in England

Mahout
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Mahout within the England region over the 3 months to 6 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London 0 5 £500 -21.56% 3
South East +16 3 £278 -
East of England - 3 - -
West Midlands - 2 £525 -
East Midlands - 1 - -
Mahout
UK

Mahout
Top 30 Related IT Skills in England

For the 6 months to 6 December 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 across the England region with a requirement for Mahout.

1 18 (81.82%) Apache Hive
2 17 (77.27%) Hadoop
3 16 (72.73%) Big Data
4 15 (68.18%) SQL
5 14 (63.64%) Java
6 12 (54.55%) R
7 11 (50.00%) Python
8 10 (45.45%) Relational Database
9 9 (40.91%) Apache Pig
9 9 (40.91%) Algorithms
9 9 (40.91%) Business Intelligence
9 9 (40.91%) MATLAB
9 9 (40.91%) HBase
9 9 (40.91%) Machine Learning
10 8 (36.36%) MapReduce
10 8 (36.36%) Statistics
10 8 (36.36%) Analytics
11 7 (31.82%) Sqoop
11 7 (31.82%) Apache Spark
11 7 (31.82%) HDFS
11 7 (31.82%) Mathematics
11 7 (31.82%) Computer Science
11 7 (31.82%) Apache ZooKeeper
11 7 (31.82%) Data Mining
12 6 (27.27%) RDBMS
12 6 (27.27%) Linux
12 6 (27.27%) MongoDB
12 6 (27.27%) Visualisation
12 6 (27.27%) Amazon AWS
12 6 (27.27%) NoSQL

Mahout
Top Related IT Skills in England 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 9 (40.91%) Apache Pig
2 7 (31.82%) Apache Spark
3 5 (22.73%) Elasticsearch
4 2 (9.09%) Apache
4 2 (9.09%) SAS
5 1 (4.55%) Apache Solr
5 1 (4.55%) Oracle Coherence
5 1 (4.55%) Tomcat
Applications
1 4 (18.18%) Weka
2 2 (9.09%) MS Excel
2 2 (9.09%) SPSS
3 1 (4.55%) Chatbot
Cloud Services
1 6 (27.27%) Amazon AWS
2 5 (22.73%) Microsoft Azure
3 4 (18.18%) Cloud Computing
4 1 (4.55%) Amazon EMR
4 1 (4.55%) Amazon Kinesis
4 1 (4.55%) Amazon S3
4 1 (4.55%) Amazon SQS
4 1 (4.55%) Azure Machine Learning
Communications & Networking
1 3 (13.64%) Kerberos
2 1 (4.55%) LAN
2 1 (4.55%) WAN
Database & Business Intelligence
1 18 (81.82%) Apache Hive
2 17 (77.27%) Hadoop
3 16 (72.73%) Big Data
4 10 (45.45%) Relational Database
5 9 (40.91%) HBase
6 7 (31.82%) Data Mining
6 7 (31.82%) Sqoop
7 6 (27.27%) MongoDB
7 6 (27.27%) NoSQL
7 6 (27.27%) RDBMS
8 5 (22.73%) Apache Cassandra
8 5 (22.73%) Data Warehouse
8 5 (22.73%) Impala
9 4 (18.18%) Power BI
10 3 (13.64%) Data Lake
11 2 (9.09%) SQL Server
12 1 (4.55%) DB2
12 1 (4.55%) Oracle Exadata
12 1 (4.55%) Oracle Reports
12 1 (4.55%) Riak
Development Applications
1 1 (4.55%) Git (software)
1 1 (4.55%) JConsole
1 1 (4.55%) JProfiler
1 1 (4.55%) Talend Open Studio
1 1 (4.55%) VisualVM
General
1 3 (13.64%) Banking
1 3 (13.64%) Finance
2 1 (4.55%) Games
2 1 (4.55%) Investment Banking
2 1 (4.55%) Marketing
2 1 (4.55%) Retail
Job Titles
1 9 (40.91%) Data Scientist
2 6 (27.27%) Architect
3 5 (22.73%) Big Data Architect
3 5 (22.73%) Data Architect
4 3 (13.64%) Administrator
4 3 (13.64%) Data Administrator
4 3 (13.64%) Junior
5 2 (9.09%) Analyst
5 2 (9.09%) Big Data Analyst
5 2 (9.09%) Big Data Developer
5 2 (9.09%) Business Analyst
5 2 (9.09%) Data Analyst
5 2 (9.09%) Data Business Analyst
5 2 (9.09%) Developer
5 2 (9.09%) Finance Business Analyst
5 2 (9.09%) Financial Analyst
5 2 (9.09%) Senior Data Scientist
5 2 (9.09%) Solutions Architect
6 1 (4.55%) Data Engineer
6 1 (4.55%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 6 (27.27%) Kafka
2 5 (22.73%) D3.js
3 4 (18.18%) NumPy
3 4 (18.18%) scikit-learn
4 3 (13.64%) Cascading
4 3 (13.64%) RESTful
5 1 (4.55%) AngularJS
5 1 (4.55%) GraphX
5 1 (4.55%) HTML
5 1 (4.55%) HTML5
5 1 (4.55%) Keras
5 1 (4.55%) MLlib
5 1 (4.55%) Natural Language Processing
5 1 (4.55%) TensorFlow
5 1 (4.55%) Theano
5 1 (4.55%) Web Services
Miscellaneous
1 9 (40.91%) Algorithms
2 8 (36.36%) Statistics
3 7 (31.82%) Computer Science
3 7 (31.82%) Mathematics
4 6 (27.27%) Analytical Skills
4 6 (27.27%) Physics
4 6 (27.27%) Visualisation
5 4 (18.18%) Neural Network
6 3 (13.64%) Management Information System
6 3 (13.64%) Social Network
7 2 (9.09%) Data Centre
7 2 (9.09%) Ontologies
8 1 (4.55%) Artificial Intelligence
8 1 (4.55%) Credit Risk
8 1 (4.55%) Data Extraction
8 1 (4.55%) Data Integration
8 1 (4.55%) Data Structures
8 1 (4.55%) Foreign Exchange (FX)
8 1 (4.55%) Grid Computing
Operating Systems
1 6 (27.27%) Linux
2 3 (13.64%) Unix
3 1 (4.55%) Windows
Processes & Methodologies
1 9 (40.91%) Business Intelligence
1 9 (40.91%) Machine Learning
2 8 (36.36%) Analytics
2 8 (36.36%) MapReduce
3 5 (22.73%) Data Visualisation
3 5 (22.73%) Open Source
3 5 (22.73%) Statistical Analysis
4 4 (18.18%) Agile Software Development
4 4 (18.18%) Data Transformation
4 4 (18.18%) Information Management
4 4 (18.18%) Stakeholder Management
5 3 (13.64%) Business Continuity
5 3 (13.64%) Capacity Planning
5 3 (13.64%) Configuration Management
5 3 (13.64%) Continuous Integration
5 3 (13.64%) Data Modelling
5 3 (13.64%) Service Design
6 2 (9.09%) Enterprise Architecture
6 2 (9.09%) Multithreading
6 2 (9.09%) Software Engineering
Programming Languages
1 15 (68.18%) SQL
2 14 (63.64%) Java
3 12 (54.55%) R
4 11 (50.00%) Python
5 9 (40.91%) MATLAB
6 5 (22.73%) Scala
7 3 (13.64%) C++
8 1 (4.55%) C
8 1 (4.55%) JavaScript
8 1 (4.55%) PHP
8 1 (4.55%) PL/SQL
8 1 (4.55%) Ruby
8 1 (4.55%) SPARQL
Qualifications
1 4 (18.18%) Degree
2 2 (9.09%) PhD
Quality Assurance & Compliance
1 3 (13.64%) SLA
System Software
1 7 (31.82%) Apache ZooKeeper
1 7 (31.82%) HDFS
2 4 (18.18%) Apache Flume
3 1 (4.55%) Oracle RAC
Systems Management
1 6 (27.27%) Oozie
2 5 (22.73%) Ambari
3 4 (18.18%) Kibana
4 3 (13.64%) Ansible
4 3 (13.64%) Hadoop YARN
4 3 (13.64%) Puppet
Vendors
1 4 (18.18%) Hortonworks
2 3 (13.64%) Oracle
3 2 (9.09%) Teradata
4 1 (4.55%) Cisco
4 1 (4.55%) Cloudera
4 1 (4.55%) IBM
4 1 (4.55%) Informatica
4 1 (4.55%) Intel
4 1 (4.55%) MapR
4 1 (4.55%) Netezza
4 1 (4.55%) Sybase
4 1 (4.55%) Tableau
4 1 (4.55%) Talend