The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Ambari skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Ambari over the 3 months to 23 April 2017 with a comparison to the same period in the previous 2 years.

Apache Ambari
England / London
3 months to
23 Apr 2017
Same period 2016 Same period 2015
Rank 592 642 -
Rank change year-on-year +50 -  
Permanent jobs citing Ambari 8 12 0
As % of all permanent IT jobs advertised in London 0.023% 0.028% -
As % of the Systems Management category 0.22% 0.29% -
Number of salaries quoted 7 8 0
Median salary £65,000 £63,750 -
Median salary % change year-on-year +1.96% -  
UK excluding London median salary - £41,500 -

Ambari is in the systems management skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for systems management skills.

Systems Management Skills
London
Permanent job vacancies with a requirement for systems management skills 3579 4111 3775
As % of all permanent IT job vacancies advertised in London 10.35% 9.63% 8.45%
Number of salaries quoted 2940 3513 3165
Median salary £62,500 £60,000 £55,000
Median salary % change year-on-year +4.16% +9.09%  
90% offered a salary of more than £40,000 £39,500 £35,000
10% offered a salary of more than £85,000 £75,000 £75,300
UK excluding London median salary £46,000 £42,500 £42,500
% change year-on-year +8.23% -  

Ambari
Job Vacancy Trend in London

The job posting trend of jobs advertised in London citing Ambari as a proportion of all permanent or contract IT jobs with a match in the Systems Management category.

Job vacancy trend for Ambari in London

Ambari
Salary Trend in London

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

Salary trend for Ambari in London

Ambari
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Ambari within the London region over the 3 months to 23 April 2017. 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 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
City of London +44 4 £65,000 -
Ambari
England

For the 6 months to 23 April 2017, IT jobs citing Ambari also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the London region with a requirement for Ambari.

1 18 (100.00%) Hadoop
2 15 (83.33%) Apache Hive
2 15 (83.33%) HBase
2 15 (83.33%) HDFS
3 14 (77.78%) Apache Spark
3 14 (77.78%) Big Data
3 14 (77.78%) Hortonworks
3 14 (77.78%) Kafka
3 14 (77.78%) Oozie
4 13 (72.22%) Linux
4 13 (72.22%) Python
5 11 (61.11%) Apache Pig
6 10 (55.56%) MySQL
7 9 (50.00%) Capacity Planning
7 9 (50.00%) NoSQL
8 8 (44.44%) Apache Cassandra
8 8 (44.44%) MapReduce
8 8 (44.44%) Java
8 8 (44.44%) Unix
9 7 (38.89%) Apache
9 7 (38.89%) Finance
9 7 (38.89%) Degree
9 7 (38.89%) Node.js
9 7 (38.89%) MongoDB
9 7 (38.89%) Analytical Skills
10 6 (33.33%) Hadoop YARN
10 6 (33.33%) Open Source
10 6 (33.33%) High Availability
10 6 (33.33%) SQL Server
11 5 (27.78%) Perl

Ambari
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 14 (77.78%) Apache Spark
2 11 (61.11%) Apache Pig
3 7 (38.89%) Apache
4 4 (22.22%) Elasticsearch
5 3 (16.67%) Apache Solr
5 3 (16.67%) nginx
Applications
1 3 (16.67%) Microsoft Excel
Cloud Services
1 5 (27.78%) Amazon AWS
2 3 (16.67%) Amazon SQS
2 3 (16.67%) AWS CloudFormation
2 3 (16.67%) AWS Lambda
2 3 (16.67%) Fastly
3 2 (11.11%) Google Cloud Platform
4 1 (5.56%) Cloud Computing
4 1 (5.56%) Google Compute Engine
Communications & Networking
1 3 (16.67%) Kerberos
2 1 (5.56%) LDAP
Database & Business Intelligence
1 18 (100.00%) Hadoop
2 15 (83.33%) Apache Hive
2 15 (83.33%) HBase
3 14 (77.78%) Big Data
4 10 (55.56%) MySQL
5 9 (50.00%) NoSQL
6 8 (44.44%) Apache Cassandra
7 7 (38.89%) MongoDB
8 6 (33.33%) SQL Server
9 5 (27.78%) Sqoop
10 4 (22.22%) Amazon Redshift
10 4 (22.22%) Data Lake
11 3 (16.67%) AllegroGraph
11 3 (16.67%) Amazon DynamoDB
11 3 (16.67%) Apache Accumulo
11 3 (16.67%) Apache Zeppelin
11 3 (16.67%) Neo4j
11 3 (16.67%) Redis
11 3 (16.67%) Triplestore
12 2 (11.11%) Pentaho
Development Applications
1 3 (16.67%) Apache Continuum
1 3 (16.67%) Git (software)
2 1 (5.56%) Talend Open Studio
General
1 7 (38.89%) Finance
2 3 (16.67%) Banking
2 3 (16.67%) Investment Banking
Job Titles
1 10 (55.56%) Administrator
1 10 (55.56%) Hadoop Administrator
2 5 (27.78%) Data Administrator
2 5 (27.78%) Linux Administrator
3 3 (16.67%) Big Data Developer
3 3 (16.67%) Developer
3 3 (16.67%) DevOps Engineer
3 3 (16.67%) Hadoop Developer
3 3 (16.67%) Java Developer
3 3 (16.67%) Java Hadoop Developer
3 3 (16.67%) Java Scala Developer
3 3 (16.67%) Scala Developer
4 2 (11.11%) Architect
5 1 (5.56%) Big Data Architect
5 1 (5.56%) Data Architect
5 1 (5.56%) Hadoop Architect
5 1 (5.56%) Infrastructure Architect
5 1 (5.56%) Security Administrator
5 1 (5.56%) Senior Architect
5 1 (5.56%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 14 (77.78%) Kafka
2 7 (38.89%) Node.js
3 4 (22.22%) Web Services
4 3 (16.67%) LEMP Stack
4 3 (16.67%) Ruby on Rails
4 3 (16.67%) Serverless Framework
4 3 (16.67%) Sidekiq
4 3 (16.67%) Sinatra
5 2 (11.11%) Apache Tez
6 1 (5.56%) RESTful
6 1 (5.56%) SOAP
Miscellaneous
1 7 (38.89%) Analytical Skills
2 4 (22.22%) Data Centre
3 3 (16.67%) Computer Science
Operating Systems
1 13 (72.22%) Linux
2 8 (44.44%) Unix
3 3 (16.67%) Windows
4 1 (5.56%) Mesosphere
Processes & Methodologies
1 9 (50.00%) Capacity Planning
2 8 (44.44%) MapReduce
3 6 (33.33%) High Availability
3 6 (33.33%) Open Source
4 5 (27.78%) Business Intelligence
5 4 (22.22%) Agile Software Development
5 4 (22.22%) Configuration Management
5 4 (22.22%) DevOps
5 4 (22.22%) Disaster Recovery
6 3 (16.67%) Analytics
6 3 (16.67%) ChatOps
6 3 (16.67%) Load Testing
6 3 (16.67%) Machine Learning
6 3 (16.67%) Mathematics
6 3 (16.67%) Performance Analysis
6 3 (16.67%) Physics
6 3 (16.67%) Predictive Analytics
6 3 (16.67%) Statistics
7 2 (11.11%) Performance Tuning
8 1 (5.56%) Low Latency
Programming Languages
1 13 (72.22%) Python
2 8 (44.44%) Java
3 5 (27.78%) Perl
3 5 (27.78%) Scala
4 4 (22.22%) SQL
5 3 (16.67%) MATLAB
5 3 (16.67%) R
5 3 (16.67%) Ruby
6 1 (5.56%) CQL
Qualifications
1 7 (38.89%) Degree
Quality Assurance & Compliance
1 5 (27.78%) Data Quality
System Software
1 15 (83.33%) HDFS
2 5 (27.78%) Apache Flume
2 5 (27.78%) Apache ZooKeeper
3 4 (22.22%) Docker
4 3 (16.67%) Varnish
5 1 (5.56%) Active Directory
Systems Management
1 14 (77.78%) Oozie
2 6 (33.33%) Hadoop YARN
3 4 (22.22%) Opscode Chef
4 1 (5.56%) Docker Swarm
4 1 (5.56%) Kubernetes
4 1 (5.56%) Puppet
4 1 (5.56%) yum
Vendors
1 14 (77.78%) Hortonworks
2 5 (27.78%) Cloudera
2 5 (27.78%) Tableau
3 4 (22.22%) Platfora
3 4 (22.22%) Red Hat
4 3 (16.67%) GoldenSource
5 2 (11.11%) Google
6 1 (5.56%) Cognos
6 1 (5.56%) Datameer
6 1 (5.56%) MapR
6 1 (5.56%) Splunk
6 1 (5.56%) Talend