Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies 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 24 November 2017 with a comparison to the same period in the previous 2 years.

Apache Ambari
UK
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 1181 1183 1275
Rank change year-on-year +2 +92 +5
Permanent jobs citing Ambari 30 39 48
As % of all permanent IT jobs advertised in the UK 0.017% 0.021% 0.022%
As % of the Systems Management category 0.19% 0.24% 0.29%
Number of salaries quoted 16 30 21
UK median annual salary £60,000 £55,000 £60,000
Median salary % change year-on-year +9.09% -8.33% -27.27%
10th Percentile £36,500 £49,750 £38,250
90th Percentile £108,750 £85,000 £82,500
UK excluding London median annual salary £48,500 £55,000 £72,500
% change year-on-year -11.82% -24.14% +38.10%

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 with a requirement for systems management skills.

All Systems Management Skills
UK
Permanent vacancies with a requirement for systems management skills 15829 16401 16837
As % of all permanent IT jobs advertised in the UK 8.79% 8.67% 7.70%
Number of salaries quoted 12977 13243 13681
UK median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £31,250 £31,250 £30,000
90th Percentile £81,250 £77,500 £75,000
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +3.66%

Ambari
Job Vacancy Trend

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

Job vacancy trend for Ambari in the UK

Ambari
Salary Trend

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

Salary trend for Ambari in the UK

Ambari
Salary Histogram

The salary distribution of IT jobs citing Ambari over the 6 months to 24 November 2017.

Salary histogram for Ambari in the UK

Ambari
Top 6 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Ambari within the UK over the 6 months to 24 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 +33 27 £60,000 +9.09% 4
UK excluding London +55 19 £48,500 -11.82% 1
North of England +30 16 £48,500 -11.82% 1
North West - 16 £48,500 - 1
London -9 11 £72,500 +5.07% 3
Scotland -6 3 - -

For the 6 months to 24 November 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 with a requirement for Ambari.

1 30 (100.00%) Hadoop
1 30 (100.00%) Big Data
2 21 (70.00%) Hortonworks
3 19 (63.33%) SQL
3 19 (63.33%) ETL
4 18 (60.00%) Amazon AWS
5 17 (56.67%) Puppet
5 17 (56.67%) Analytics
5 17 (56.67%) Jenkins
5 17 (56.67%) JIRA
6 16 (53.33%) DevOps
7 15 (50.00%) Opscode Chef
7 15 (50.00%) AWS CloudFormation
7 15 (50.00%) Amazon CloudWatch
7 15 (50.00%) Hibernate
7 15 (50.00%) SQL Server
7 15 (50.00%) Bitbucket
7 15 (50.00%) Microsoft Azure
8 14 (46.67%) Linux
8 14 (46.67%) Apache
8 14 (46.67%) Agile Software Development
8 14 (46.67%) Continuous Integration
8 14 (46.67%) Apache Spark
9 12 (40.00%) Collaborative Working
9 12 (40.00%) Data Integration
9 12 (40.00%) Requirements Management
9 12 (40.00%) Data Security
9 12 (40.00%) Windows
9 12 (40.00%) Scala
9 12 (40.00%) ZABBIX

Ambari
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 (46.67%) Apache
1 14 (46.67%) Apache Spark
2 3 (10.00%) Elasticsearch
2 3 (10.00%) SAS
3 2 (6.67%) Apache Pig
3 2 (6.67%) Apache Solr
3 2 (6.67%) Confluence
3 2 (6.67%) JBoss
3 2 (6.67%) Tomcat
Cloud Services
1 18 (60.00%) Amazon AWS
2 15 (50.00%) Amazon CloudWatch
2 15 (50.00%) AWS CloudFormation
2 15 (50.00%) Microsoft Azure
3 12 (40.00%) GitHub
4 1 (3.33%) Google Cloud Platform
Communications & Networking
1 5 (16.67%) Kerberos
2 2 (6.67%) LDAP
3 1 (3.33%) Firewall
3 1 (3.33%) TCP/IP
Database & Business Intelligence
1 30 (100.00%) Big Data
1 30 (100.00%) Hadoop
2 15 (50.00%) SQL Server
3 9 (30.00%) Apache Hive
4 7 (23.33%) Sqoop
5 6 (20.00%) Data Lake
6 5 (16.67%) HBase
7 4 (13.33%) PostgreSQL
8 3 (10.00%) NoSQL
8 3 (10.00%) QlikView
9 2 (6.67%) Amazon DynamoDB
9 2 (6.67%) Apache Cassandra
9 2 (6.67%) Couchbase
9 2 (6.67%) CouchDB
9 2 (6.67%) DataStax
9 2 (6.67%) Flink
9 2 (6.67%) Impala
9 2 (6.67%) MongoDB
9 2 (6.67%) MySQL
9 2 (6.67%) Pentaho
Development Applications
1 17 (56.67%) Jenkins
1 17 (56.67%) JIRA
2 15 (50.00%) Bitbucket
3 3 (10.00%) Talend Open Studio
4 2 (6.67%) Cucumber
General
1 9 (30.00%) Finance
2 8 (26.67%) Manufacturing
3 6 (20.00%) Marketing
4 1 (3.33%) Games
Job Titles
1 14 (46.67%) Architect
2 8 (26.67%) Data Architect
3 7 (23.33%) Database Architect
4 5 (16.67%) Big Data Developer
4 5 (16.67%) Database Engineer
4 5 (16.67%) Developer
5 4 (13.33%) Big Data Architect
6 3 (10.00%) Big Data Engineer
6 3 (10.00%) Data Engineer
6 3 (10.00%) Data Scientist
7 2 (6.67%) Data Consultant
7 2 (6.67%) Designer
7 2 (6.67%) Enterprise Data Architect
7 2 (6.67%) Enterprise Solutions Architect
7 2 (6.67%) Senior Architect
7 2 (6.67%) Senior Data Architect
7 2 (6.67%) Senior Designer
7 2 (6.67%) Senior Enterprise Architect
7 2 (6.67%) Solutions Architect
7 2 (6.67%) Solutions Designer
Libraries, Frameworks & Software Standards
1 15 (50.00%) Hibernate
2 7 (23.33%) Kafka
3 3 (10.00%) RabbitMQ
4 2 (6.67%) Apache Camel
4 2 (6.67%) Apache Tez
4 2 (6.67%) Drools
4 2 (6.67%) Guice
4 2 (6.67%) REST
4 2 (6.67%) RESTEasy
4 2 (6.67%) Samza
4 2 (6.67%) Spring
4 2 (6.67%) Spring Boot
4 2 (6.67%) TinkerPop
5 1 (3.33%) Apache Avro
Miscellaneous
1 8 (26.67%) Life Science
2 5 (16.67%) Analytical Skills
3 4 (13.33%) Computer Science
4 1 (3.33%) FMCG
Operating Systems
1 14 (46.67%) Linux
2 12 (40.00%) Windows
3 2 (6.67%) Mesosphere
3 2 (6.67%) Ubuntu
Processes & Methodologies
1 19 (63.33%) ETL
2 17 (56.67%) Analytics
3 16 (53.33%) DevOps
4 14 (46.67%) Agile Software Development
4 14 (46.67%) Continuous Integration
5 12 (40.00%) Collaborative Working
5 12 (40.00%) Data Integration
5 12 (40.00%) Data Security
5 12 (40.00%) Requirements Management
6 9 (30.00%) Data Modelling
7 7 (23.33%) Business Intelligence
8 6 (20.00%) Database Security
8 6 (20.00%) Performance Monitoring
9 5 (16.67%) Data Architecture
9 5 (16.67%) MapReduce
10 4 (13.33%) Data Ingestion
10 4 (13.33%) Open Source
11 3 (10.00%) Anti-Money Laundering
11 3 (10.00%) KYC
11 3 (10.00%) Machine Learning
Programming Languages
1 19 (63.33%) SQL
2 12 (40.00%) Scala
3 6 (20.00%) Java
3 6 (20.00%) Python
4 3 (10.00%) PL/SQL
5 2 (6.67%) CQL
6 1 (3.33%) R
Qualifications
1 3 (10.00%) Degree
1 3 (10.00%) Numerate Degree
2 1 (3.33%) PhD
Quality Assurance & Compliance
1 1 (3.33%) Data Quality
1 1 (3.33%) GCP
System Software
1 8 (26.67%) HDFS
2 7 (23.33%) Apache Flume
3 5 (16.67%) Apache ZooKeeper
3 5 (16.67%) Docker
4 2 (6.67%) MapR-FS
Systems Management
1 17 (56.67%) Puppet
2 15 (50.00%) Opscode Chef
3 12 (40.00%) ZABBIX
4 7 (23.33%) Hadoop YARN
5 4 (13.33%) Kubernetes
6 2 (6.67%) Ansible
6 2 (6.67%) Docker Swarm
6 2 (6.67%) Terraform
6 2 (6.67%) yum
7 1 (3.33%) Oozie
Vendors
1 21 (70.00%) Hortonworks
2 8 (26.67%) Google
3 5 (16.67%) Oracle
3 5 (16.67%) Tableau
4 4 (13.33%) Cloudera
5 3 (10.00%) Talend
6 2 (6.67%) Datameer
6 2 (6.67%) MapR
6 2 (6.67%) Platfora