Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies with a requirement for Mahout skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Mahout over the 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Apache Mahout
UK
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 1161 1175 1183
Rank change year-on-year +14 +8 -5
Permanent jobs citing Mahout 16 47 131
As % of all permanent IT jobs advertised in the UK 0.009% 0.025% 0.060%
As % of the Database & Business Intelligence category 0.030% 0.084% 0.19%
Number of salaries quoted 15 44 92
UK median annual salary £87,500 £80,000 £70,000
Median salary % change year-on-year +9.38% +14.29% +7.69%
10th Percentile £71,500 £42,500 £45,350
90th Percentile £126,500 £118,500 £99,500
UK excluding London median annual salary £85,000 £61,250 £79,500
% change year-on-year +38.78% -22.96% +59.00%

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

All Database and Business Intelligence Skills
UK
Permanent vacancies with a requirement for database or business intelligence skills 54109 56256 68994
As % of all permanent IT jobs advertised in the UK 30.24% 29.63% 31.50%
Number of salaries quoted 44517 48077 58103
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +1.12%
10th Percentile £30,000 £29,000 £28,250
90th Percentile £77,500 £76,750 £75,000
UK excluding London median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

Mahout
Job Vacancy Trend

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

Job vacancy trend for Mahout in the UK

Mahout
Salary Trend

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

Salary trend for Mahout in the UK

Mahout
Salary Histogram

The salary distribution of IT jobs citing Mahout over the 6 months to 18 November 2017.

Salary histogram for Mahout 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 6 months to 18 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +3 16 £87,500 +9.38% 6
London -18 13 £96,250 +8.45% 4
UK excluding London +51 3 £85,000 +38.78% 3
South West -10 2 £83,750 +11.67% 1
East of England +9 1 £85,000 +6.25%

For the 6 months to 18 November 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 14 (87.50%) Apache Spark
2 11 (68.75%) Apache
3 9 (56.25%) Open Source
3 9 (56.25%) Natural Language Processing
3 9 (56.25%) Machine Learning
3 9 (56.25%) Kafka
4 8 (50.00%) Analytics
4 8 (50.00%) Big Data
4 8 (50.00%) Hadoop
5 7 (43.75%) Amazon AWS
6 6 (37.50%) Artificial Intelligence
6 6 (37.50%) Software Engineering
6 6 (37.50%) Mathematics
6 6 (37.50%) IBM
6 6 (37.50%) Python
6 6 (37.50%) Algorithms
6 6 (37.50%) Cognitive Computing
7 5 (31.25%) Agile Software Development
7 5 (31.25%) Java
7 5 (31.25%) SQL
7 5 (31.25%) Statistics
7 5 (31.25%) NoSQL
8 4 (25.00%) Microsoft Azure
8 4 (25.00%) Git (software)
8 4 (25.00%) Text Mining
8 4 (25.00%) Scrum
8 4 (25.00%) Azure Machine Learning
9 3 (18.75%) DevOps
9 3 (18.75%) Data Visualisation
9 3 (18.75%) Apache Pig

Mahout
Co-occurring 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 14 (87.50%) Apache Spark
2 11 (68.75%) Apache
3 3 (18.75%) Apache Pig
4 2 (12.50%) Elasticsearch
4 2 (12.50%) Tomcat
5 1 (6.25%) Jupyter
Applications
1 2 (12.50%) Chatbot
Cloud Services
1 7 (43.75%) Amazon AWS
2 4 (25.00%) Azure Machine Learning
2 4 (25.00%) Microsoft Azure
3 1 (6.25%) Amazon S3
3 1 (6.25%) Google Cloud Platform
Database & Business Intelligence
1 8 (50.00%) Big Data
1 8 (50.00%) Hadoop
2 5 (31.25%) NoSQL
3 4 (25.00%) Text Mining
4 3 (18.75%) Apache Hive
5 2 (12.50%) Apache Cassandra
5 2 (12.50%) Data Mining
5 2 (12.50%) HBase
5 2 (12.50%) MarkLogic
5 2 (12.50%) Triplestore
6 1 (6.25%) Amazon Redshift
6 1 (6.25%) BigQuery
6 1 (6.25%) MongoDB
Development Applications
1 4 (25.00%) Git (software)
2 2 (12.50%) Cucumber
2 2 (12.50%) JBehave
2 2 (12.50%) JUnit
2 2 (12.50%) Maven
2 2 (12.50%) Mockito
General
1 1 (6.25%) Finance
1 1 (6.25%) Retail
Job Titles
1 4 (25.00%) Data Scientist
2 2 (12.50%) Analytics Manager
2 2 (12.50%) Architect
2 2 (12.50%) Developer
2 2 (12.50%) Java Architect
2 2 (12.50%) Java Developer
2 2 (12.50%) Senior Data Scientist
3 1 (6.25%) Chief Architect
3 1 (6.25%) Chief Software Architect
3 1 (6.25%) Data Manager
3 1 (6.25%) Head of IT
3 1 (6.25%) Java Applications Architect
3 1 (6.25%) Java Software Architect
3 1 (6.25%) Software Architect
3 1 (6.25%) Technical Leader
Libraries, Frameworks & Software Standards
1 9 (56.25%) Kafka
1 9 (56.25%) Natural Language Processing
2 2 (12.50%) .NET
2 2 (12.50%) GraphX
2 2 (12.50%) Guice
2 2 (12.50%) JAXB
2 2 (12.50%) JAX-RS
2 2 (12.50%) Samza
2 2 (12.50%) Spring
3 1 (6.25%) Bokeh
3 1 (6.25%) D3.js
3 1 (6.25%) Pandas
3 1 (6.25%) PyMC3
3 1 (6.25%) scikit-learn
3 1 (6.25%) Web Services
Miscellaneous
1 6 (37.50%) Algorithms
2 3 (18.75%) Robotics
3 2 (12.50%) Computer Science
4 1 (6.25%) Fintech
Operating Systems
1 2 (12.50%) Linux
Processes & Methodologies
1 9 (56.25%) Machine Learning
1 9 (56.25%) Open Source
2 8 (50.00%) Analytics
3 6 (37.50%) Artificial Intelligence
3 6 (37.50%) Cognitive Computing
3 6 (37.50%) Mathematics
3 6 (37.50%) Software Engineering
4 5 (31.25%) Agile Software Development
4 5 (31.25%) Statistics
5 4 (25.00%) Scrum
6 3 (18.75%) Cognitive Analytics
6 3 (18.75%) Data Analysis
6 3 (18.75%) Data Management
6 3 (18.75%) Data Visualisation
6 3 (18.75%) DevOps
6 3 (18.75%) Neural Network
6 3 (18.75%) Software Architecture
6 3 (18.75%) Visualisation
7 2 (12.50%) Adaptive Web Design
7 2 (12.50%) Data Engineering
Programming Languages
1 6 (37.50%) Python
2 5 (31.25%) Java
2 5 (31.25%) SQL
3 2 (12.50%) Bash Shell
3 2 (12.50%) C#
3 2 (12.50%) Scala
3 2 (12.50%) Shell Script
4 1 (6.25%) Go
Qualifications
1 3 (18.75%) Degree
Vendors
1 6 (37.50%) IBM
2 2 (12.50%) Atlassian
3 1 (6.25%) Google
3 1 (6.25%) Tableau