Period
to 20 November 2017

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Mahout skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Mahout over the 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache Mahout
England > London
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 609 607 613
Rank change year-on-year -2 +6 -32
Contract jobs citing Mahout 23 9 5
As % of all contract IT jobs advertised in London 0.049% 0.020% 0.011%
As % of the Database & Business Intelligence category 0.21% 0.087% 0.044%
Number of daily rates quoted 19 7 5
London median daily rate £600 £500 £600
Median daily rate % change year-on-year +20.00% -16.67% -22.58%
10th Percentile £423 £420 £449
90th Percentile £634 £645 £654
England median daily rate £595 £500 £600
% change year-on-year +19.00% -16.67% -22.58%
Number of hourly rates quoted 0 0 0
London median hourly rate - - -
England median hourly rate - - -

Mahout is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Contract vacancies with a requirement for database or business intelligence skills 11104 10369 11299
As % of all contract IT jobs advertised in London 23.79% 23.26% 24.09%
Number of daily rates quoted 8243 7363 8059
London median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.56% +5.88%
10th Percentile £353 £322 £305
90th Percentile £662 £638 £625
England median daily rate £460 £425 £413
% change year-on-year +8.24% +3.03% +3.13%
Number of hourly rates quoted 59 38 78
London median hourly rate £26.61 £30.94 £22.50
Median hourly rate % change year-on-year -14.01% +37.51% -18.18%
10th Percentile £18.20 £15.25 £14.93
90th Percentile £58.75 £86.23 £86.00
England median hourly rate £31.50 £28.00 £27.89
% change year-on-year +12.50% +0.39% +15.01%

Mahout
Job Vacancy Trend in London

Job postings citing Mahout as a percentage of all IT jobs advertised in London.

Job vacancy trend for Mahout in London

Mahout
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for Mahout in London

Mahout
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Mahout in London over the 6 months to 20 November 2017.

Contractor daily rate histogram for Mahout in London

Mahout
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Mahout within the London region over the 6 months to 20 November 2017. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
West London -7 1 £425 -
Mahout
England

For the 6 months to 20 November 2017, 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 London region with a requirement for Mahout.

1 22 (95.65%) Hadoop
2 21 (91.30%) Big Data
3 16 (69.57%) Apache Spark
4 15 (65.22%) HBase
4 15 (65.22%) Apache Pig
4 15 (65.22%) Apache Hive
5 13 (56.52%) Machine Learning
6 12 (52.17%) Open Source
6 12 (52.17%) Analytics
6 12 (52.17%) Apache
7 11 (47.83%) R
8 10 (43.48%) MapReduce
8 10 (43.48%) MongoDB
9 9 (39.13%) Artificial Intelligence
9 9 (39.13%) Python
9 9 (39.13%) Management Information System
9 9 (39.13%) Natural Language Processing
9 9 (39.13%) MLlib
10 8 (34.78%) Information Retrieval
10 8 (34.78%) Big Data Analytics
10 8 (34.78%) Data Analytics
10 8 (34.78%) Business Analytics
10 8 (34.78%) RDF
10 8 (34.78%) SPSS
10 8 (34.78%) MATLAB
10 8 (34.78%) IBM
10 8 (34.78%) CRM
10 8 (34.78%) SAS
10 8 (34.78%) Content Management
10 8 (34.78%) Information Management

Mahout
Co-occurring IT Skills in London 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 16 (69.57%) Apache Spark
2 15 (65.22%) Apache Pig
3 12 (52.17%) Apache
4 8 (34.78%) SAS
5 4 (17.39%) Jupyter
Applications
1 8 (34.78%) SPSS
2 1 (4.35%) Gephi
Cloud Services
1 8 (34.78%) Amazon AWS
2 5 (21.74%) Google Cloud Platform
3 1 (4.35%) Adobe Analytics
3 1 (4.35%) Amazon S3
3 1 (4.35%) Cloud Computing
3 1 (4.35%) Google Analytics
Communications & Networking
1 1 (4.35%) Kerberos
Database & Business Intelligence
1 22 (95.65%) Hadoop
2 21 (91.30%) Big Data
3 15 (65.22%) Apache Hive
3 15 (65.22%) HBase
4 10 (43.48%) MongoDB
5 6 (26.09%) Apache Cassandra
5 6 (26.09%) Neo4j
5 6 (26.09%) NoSQL
6 5 (21.74%) BigQuery
6 5 (21.74%) Impala
7 4 (17.39%) Data Mining
8 2 (8.70%) MySQL
8 2 (8.70%) SQL Server
9 1 (4.35%) Amazon Redshift
9 1 (4.35%) Oracle ODI
9 1 (4.35%) SQL Server Integration Services
9 1 (4.35%) Sqoop
9 1 (4.35%) Text Mining
General
1 6 (26.09%) Finance
2 5 (21.74%) Banking
3 3 (13.04%) Marketing
4 2 (8.70%) Retail
Job Titles
1 8 (34.78%) Architect
2 7 (30.43%) Data Scientist
3 6 (26.09%) Big Data Engineer
3 6 (26.09%) Data Engineer
3 6 (26.09%) Lead Architect
4 3 (13.04%) Artificial Intelligence Architect
4 3 (13.04%) Big Data Architect
4 3 (13.04%) Data Architect
4 3 (13.04%) Lead Data Architect
5 2 (8.70%) Big Data Manager
5 2 (8.70%) Hadoop Engineer
5 2 (8.70%) Programme Manager
6 1 (4.35%) Analyst
6 1 (4.35%) Banking Analyst
6 1 (4.35%) Big Data Analyst
6 1 (4.35%) Data Analyst
6 1 (4.35%) Developer
6 1 (4.35%) Lead Developer
6 1 (4.35%) Python Developer
6 1 (4.35%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 9 (39.13%) MLlib
1 9 (39.13%) Natural Language Processing
2 5 (21.74%) Web Services
3 4 (17.39%) Kafka
3 4 (17.39%) Pandas
3 4 (17.39%) RabbitMQ
3 4 (17.39%) scikit-learn
4 3 (13.04%) Matplotlib
4 3 (13.04%) NumPy
4 3 (13.04%) Seaborn
4 3 (13.04%) Spark Streaming
5 2 (8.70%) D3.js
5 2 (8.70%) UIMA
6 1 (4.35%) Bokeh
6 1 (4.35%) Cascading
6 1 (4.35%) JSON
6 1 (4.35%) PyMC3
6 1 (4.35%) XML
Miscellaneous
1 9 (39.13%) Management Information System
2 5 (21.74%) Robotics
3 3 (13.04%) Analytical Skills
3 3 (13.04%) Computer Science
3 3 (13.04%) Greenfield Project
4 1 (4.35%) Grid Computing
Operating Systems
1 1 (4.35%) Linux
1 1 (4.35%) Unix
Processes & Methodologies
1 13 (56.52%) Machine Learning
2 12 (52.17%) Analytics
2 12 (52.17%) Open Source
3 10 (43.48%) MapReduce
4 9 (39.13%) Artificial Intelligence
5 8 (34.78%) Big Data Analytics
5 8 (34.78%) Business Analytics
5 8 (34.78%) Content Management
5 8 (34.78%) CRM
5 8 (34.78%) Data Analytics
5 8 (34.78%) Information Management
5 8 (34.78%) Information Retrieval
5 8 (34.78%) Ontologies
5 8 (34.78%) RDF
6 6 (26.09%) Data Munging
6 6 (26.09%) ETL
6 6 (26.09%) Use Case
7 4 (17.39%) Deep Learning
7 4 (17.39%) Knowledge Discovery
7 4 (17.39%) Visualisation
Programming Languages
1 11 (47.83%) R
2 9 (39.13%) Python
3 8 (34.78%) MATLAB
3 8 (34.78%) SPARQL
4 6 (26.09%) Scala
4 6 (26.09%) SQL
Qualifications
1 3 (13.04%) Degree
1 3 (13.04%) Master's Degree
Quality Assurance & Compliance
1 1 (4.35%) SLA
System Software
1 7 (30.43%) HDFS
2 4 (17.39%) Apache Flume
3 1 (4.35%) Apache ZooKeeper
3 1 (4.35%) Oracle RAC
Systems Management
1 1 (4.35%) Ambari
1 1 (4.35%) Hadoop YARN
1 1 (4.35%) Oozie
Vendors
1 8 (34.78%) IBM
2 6 (26.09%) Cloudera
3 5 (21.74%) Blue Prism
3 5 (21.74%) Google
3 5 (21.74%) Teradata
4 4 (17.39%) Hortonworks
5 3 (13.04%) MapR
6 2 (8.70%) Oracle
6 2 (8.70%) Tableau
7 1 (4.35%) Adobe
7 1 (4.35%) Brandwatch