Period
to 17 June 2018

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 6 months to 17 June 2018 with a comparison to the same period in the previous 2 years.

Apache Ambari
England > London
6 months to
17 Jun 2018
Same period 2017 Same period 2016
Rank 792 798 870
Rank change year-on-year +6 +72 -
Permanent jobs citing Ambari 25 17 18
As % of all permanent IT jobs advertised in London 0.036% 0.024% 0.022%
As % of the Systems Management category 0.32% 0.23% 0.22%
Number of salaries quoted 4 15 11
London median annual salary £78,750 £65,000 £65,000
Median salary % change year-on-year +21.15% - -
10th Percentile £64,375 £55,000 £47,500
90th Percentile £94,250 £72,500 £90,000
England median annual salary £60,000 £65,000 £51,500
% change year-on-year -7.69% +26.21% -42.78%

Ambari is in the Systems Management category. The following 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.

All Systems Management Skills
London
Permanent vacancies with a requirement for systems management skills 7,866 7,279 8,088
As % of all permanent IT jobs advertised in London 11.38% 10.43% 9.86%
Number of salaries quoted 6,487 6,042 6,949
London median annual salary £65,000 £60,000 £57,500
Median salary % change year-on-year +8.33% +4.35% +4.55%
10th Percentile £40,000 £36,250 £35,000
90th Percentile £93,750 £87,500 £80,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

Ambari
Job Vacancy Trend in London

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

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
Salary Histogram in London

The salary distribution of IT jobs citing Ambari in London over the 6 months to 17 June 2018.

Salary histogram for Ambari in London

For the 6 months to 17 June 2018, IT jobs citing Ambari also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the London region with a requirement for Ambari.

1 25 (100.00%) Hadoop
1 25 (100.00%) Big Data
2 20 (80.00%) HBase
2 20 (80.00%) Analytics
2 20 (80.00%) Apache Hive
3 19 (76.00%) Business Intelligence
3 19 (76.00%) Python
4 17 (68.00%) ETL
4 17 (68.00%) Visualisation
4 17 (68.00%) HDFS
5 16 (64.00%) Data Transformation
5 16 (64.00%) Tableau
5 16 (64.00%) WorldPay
5 16 (64.00%) Fintech
6 15 (60.00%) Data Lake
6 15 (60.00%) Data Development
6 15 (60.00%) Sqoop
6 15 (60.00%) Data Warehouse
7 14 (56.00%) MS Visio
7 14 (56.00%) Cognos
7 14 (56.00%) Oracle
7 14 (56.00%) SQL Server
7 14 (56.00%) Reverse Engineering
7 14 (56.00%) SQL Server Integration Services
7 14 (56.00%) SQL Server Analysis Services
7 14 (56.00%) Kimball Methodology
7 14 (56.00%) Oracle ODI
7 14 (56.00%) R
7 14 (56.00%) Data Visualisation
7 14 (56.00%) Data Structures

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 11 (44.00%) Apache Spark
2 4 (16.00%) Confluence
2 4 (16.00%) JBoss
2 4 (16.00%) Tomcat
3 3 (12.00%) Apache
4 1 (4.00%) Elasticsearch
4 1 (4.00%) nginx
Applications
1 14 (56.00%) MS Visio
Cloud Services
1 4 (16.00%) Amazon AWS
2 2 (8.00%) Google Analytics
Communications & Networking
1 2 (8.00%) Kerberos
Database & Business Intelligence
1 25 (100.00%) Big Data
1 25 (100.00%) Hadoop
2 20 (80.00%) Apache Hive
2 20 (80.00%) HBase
3 15 (60.00%) Data Lake
3 15 (60.00%) Data Warehouse
3 15 (60.00%) Sqoop
4 14 (56.00%) Oracle ODI
4 14 (56.00%) SQL Server
4 14 (56.00%) SQL Server Analysis Services
4 14 (56.00%) SQL Server Integration Services
5 3 (12.00%) NoSQL
5 3 (12.00%) Relational Database
6 2 (8.00%) Apache Zeppelin
6 2 (8.00%) Mixpanel
6 2 (8.00%) Power BI
6 2 (8.00%) QlikView
Development Applications
1 4 (16.00%) Cucumber
1 4 (16.00%) Jenkins
1 4 (16.00%) JIRA
2 2 (8.00%) Apache Continuum
3 1 (4.00%) Git (software)
3 1 (4.00%) Mercurial
General
1 1 (4.00%) Finance
Job Titles
1 20 (80.00%) Developer
2 14 (56.00%) Business Intelligence Developer
3 6 (24.00%) Big Data Developer
4 3 (12.00%) Java Developer
5 2 (8.00%) Data Engineer
5 2 (8.00%) Hadoop Engineer
5 2 (8.00%) Systems Engineer
6 1 (4.00%) Architect
6 1 (4.00%) Big Data Engineer
6 1 (4.00%) Big Data Software Engineer
6 1 (4.00%) Business Intelligence Architect
6 1 (4.00%) Data Architect
6 1 (4.00%) Developer/Software Engineer
6 1 (4.00%) Hadoop Developer
6 1 (4.00%) Senior Data Engineer
6 1 (4.00%) Software Engineer
Libraries, Frameworks & Software Standards
1 11 (44.00%) Kafka
2 4 (16.00%) REST
2 4 (16.00%) RESTEasy
2 4 (16.00%) Spark Streaming
3 3 (12.00%) Guice
4 2 (8.00%) SPNEGO
5 1 (4.00%) Apache Tez
5 1 (4.00%) RabbitMQ
5 1 (4.00%) Samza
Miscellaneous
1 16 (64.00%) Fintech
2 14 (56.00%) Data Structures
3 7 (28.00%) Analytical Skills
4 3 (12.00%) Computer Science
5 2 (8.00%) Linux Command Line
5 2 (8.00%) Social Media
6 1 (4.00%) Greenfield Project
Operating Systems
1 3 (12.00%) Linux
2 2 (8.00%) Unix
3 1 (4.00%) Ubuntu
Processes & Methodologies
1 20 (80.00%) Analytics
2 19 (76.00%) Business Intelligence
3 17 (68.00%) ETL
3 17 (68.00%) Visualisation
4 16 (64.00%) Data Transformation
5 15 (60.00%) Data Development
6 14 (56.00%) Data Visualisation
6 14 (56.00%) Kimball Methodology
6 14 (56.00%) Reverse Engineering
7 4 (16.00%) Agile Software Development
7 4 (16.00%) BDD
7 4 (16.00%) Continuous Integration
7 4 (16.00%) Data Governance
7 4 (16.00%) Data Management
7 4 (16.00%) Integration Testing
7 4 (16.00%) OO
7 4 (16.00%) OOD
7 4 (16.00%) Open Source
7 4 (16.00%) Scrum
7 4 (16.00%) TDD
Programming Languages
1 19 (76.00%) Python
2 14 (56.00%) R
3 6 (24.00%) Java
4 4 (16.00%) Java 8
4 4 (16.00%) Scala
5 3 (12.00%) SQL
6 2 (8.00%) Perl
Qualifications
1 4 (16.00%) SC Cleared
1 4 (16.00%) Security Cleared
Quality Assurance & Compliance
1 3 (12.00%) Data Quality
2 1 (4.00%) GDPR
2 1 (4.00%) HIPAA
2 1 (4.00%) Sarbanes-Oxley
System Software
1 17 (68.00%) HDFS
2 4 (16.00%) Docker
3 2 (8.00%) Active Directory
4 1 (4.00%) Apache Flume
Systems Management
1 4 (16.00%) Kubernetes
1 4 (16.00%) Puppet
2 2 (8.00%) Oozie
3 1 (4.00%) Hadoop YARN
Vendors
1 16 (64.00%) Tableau
1 16 (64.00%) WorldPay
2 14 (56.00%) Cognos
2 14 (56.00%) Oracle
3 6 (24.00%) Google
4 3 (12.00%) Cognizant
4 3 (12.00%) Hortonworks
5 2 (8.00%) Cloudera