Period
to 24 September 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 September 2017 with a comparison to the same period in the previous 2 years.

Apache Ambari
UK
6 months to
24 Sep 2017
Same period 2016 Same period 2015
Rank 1133 1199 1280
Rank change year-on-year +66 +81 +30
Permanent jobs citing Ambari 31 36 33
As % of all permanent IT jobs advertised in the UK 0.018% 0.019% 0.015%
As % of the Systems Management category 0.20% 0.22% 0.20%
Number of salaries quoted 16 31 11
UK median annual salary £60,000 £55,000 £45,000
Median salary % change year-on-year +9.09% +22.22% -52.63%
10th Percentile £36,500 £49,750 £38,250
90th Percentile £108,750 £85,000 £65,000
UK excluding London median annual salary £37,000 £55,000 £45,000
% change year-on-year -32.73% +22.22% -14.29%

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 15323 16656 16859
As % of all permanent IT jobs advertised in the UK 8.79% 8.64% 7.65%
Number of salaries quoted 12468 13553 13534
UK median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% +5.56%
10th Percentile £30,711 £31,193 £29,250
90th Percentile £82,500 £77,500 £73,675
UK excluding London median annual salary £45,000 £44,500 £42,500
% change year-on-year +1.12% +4.71% +6.25%

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 September 2017.

Salary histogram for Ambari in the UK

Ambari
Top 7 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 September 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 +35 26 £60,000 +9.09% 3
UK excluding London +64 17 £37,000 -32.73% 1
London +13 14 £60,000 -12.09% 2
North of England +14 11 £37,000 -32.73%
North West - 11 £37,000 -
Scotland - 5 - -
South East +56 1 - - 1

For the 6 months to 24 September 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 31 (100.00%) Hadoop
1 31 (100.00%) Big Data
2 21 (67.74%) Hortonworks
3 17 (54.84%) Analytics
4 16 (51.61%) SQL
4 16 (51.61%) Linux
5 14 (45.16%) Amazon AWS
5 14 (45.16%) Apache Hive
5 14 (45.16%) Apache Spark
6 13 (41.94%) ETL
7 12 (38.71%) JIRA
7 12 (38.71%) Puppet
7 12 (38.71%) Scala
7 12 (38.71%) Jenkins
7 12 (38.71%) DevOps
8 11 (35.48%) HDFS
8 11 (35.48%) Kafka
8 11 (35.48%) Continuous Integration
8 11 (35.48%) Agile Software Development
8 11 (35.48%) SQL Server
9 10 (32.26%) Apache
9 10 (32.26%) Hibernate
9 10 (32.26%) Microsoft Azure
9 10 (32.26%) Bitbucket
9 10 (32.26%) Opscode Chef
9 10 (32.26%) AWS CloudFormation
9 10 (32.26%) Amazon CloudWatch
10 9 (29.03%) GitHub
10 9 (29.03%) Apache Pig
10 9 (29.03%) Data Integration

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 (45.16%) Apache Spark
2 10 (32.26%) Apache
3 9 (29.03%) Apache Pig
4 5 (16.13%) SAS
5 2 (6.45%) Apache Solr
5 2 (6.45%) Confluence
5 2 (6.45%) Elasticsearch
5 2 (6.45%) JBoss
5 2 (6.45%) Tomcat
Cloud Services
1 14 (45.16%) Amazon AWS
2 10 (32.26%) Amazon CloudWatch
2 10 (32.26%) AWS CloudFormation
2 10 (32.26%) Microsoft Azure
3 9 (29.03%) GitHub
4 2 (6.45%) Google Cloud Platform
5 1 (3.23%) Cloud Computing
Communications & Networking
1 5 (16.13%) Kerberos
2 2 (6.45%) LDAP
Database & Business Intelligence
1 31 (100.00%) Big Data
1 31 (100.00%) Hadoop
2 14 (45.16%) Apache Hive
3 11 (35.48%) SQL Server
4 8 (25.81%) HBase
5 5 (16.13%) Data Lake
5 5 (16.13%) QlikView
5 5 (16.13%) Sqoop
6 2 (6.45%) Amazon DynamoDB
6 2 (6.45%) Amazon Redshift
6 2 (6.45%) Apache Cassandra
6 2 (6.45%) BigQuery
6 2 (6.45%) DataStax
6 2 (6.45%) Flink
6 2 (6.45%) NoSQL
6 2 (6.45%) Pentaho
6 2 (6.45%) PostgreSQL
7 1 (3.23%) Mahout
7 1 (3.23%) MySQL
7 1 (3.23%) Spark SQL
Development Applications
1 12 (38.71%) Jenkins
1 12 (38.71%) JIRA
2 10 (32.26%) Bitbucket
3 3 (9.68%) Talend Open Studio
4 2 (6.45%) Cucumber
General
1 9 (29.03%) Finance
2 6 (19.35%) Manufacturing
3 5 (16.13%) Marketing
4 1 (3.23%) Games
Job Titles
1 10 (32.26%) Architect
2 6 (19.35%) Data Architect
3 5 (16.13%) Big Data Developer
3 5 (16.13%) Data Scientist
3 5 (16.13%) Database Architect
3 5 (16.13%) Database Engineer
3 5 (16.13%) Developer
4 4 (12.90%) Administrator
4 4 (12.90%) Big Data Architect
4 4 (12.90%) Big Data Engineer
4 4 (12.90%) Data Administrator
4 4 (12.90%) Data Engineer
4 4 (12.90%) Hadoop Administrator
4 4 (12.90%) Linux Administrator
4 4 (12.90%) Senior Architect
4 4 (12.90%) Senior Data Architect
5 2 (6.45%) Consultant
5 2 (6.45%) Enterprise Architect
5 2 (6.45%) Solutions Architect
5 2 (6.45%) Solutions Designer
Libraries, Frameworks & Software Standards
1 11 (35.48%) Kafka
2 10 (32.26%) Hibernate
3 3 (9.68%) RabbitMQ
4 2 (6.45%) Apache Camel
4 2 (6.45%) Drools
4 2 (6.45%) Guice
4 2 (6.45%) REST
4 2 (6.45%) RESTEasy
4 2 (6.45%) Samza
4 2 (6.45%) Spring
4 2 (6.45%) Spring Boot
4 2 (6.45%) TinkerPop
5 1 (3.23%) Apache Tez
Miscellaneous
1 7 (22.58%) Analytical Skills
2 6 (19.35%) Computer Science
2 6 (19.35%) Life Science
3 1 (3.23%) Data Centre
3 1 (3.23%) FMCG
3 1 (3.23%) Grid Computing
3 1 (3.23%) Management Information System
Operating Systems
1 16 (51.61%) Linux
2 9 (29.03%) Windows
3 2 (6.45%) Mesosphere
3 2 (6.45%) Ubuntu
4 1 (3.23%) Unix
Processes & Methodologies
1 17 (54.84%) Analytics
2 13 (41.94%) ETL
3 12 (38.71%) DevOps
4 11 (35.48%) Agile Software Development
4 11 (35.48%) Continuous Integration
5 9 (29.03%) Data Integration
5 9 (29.03%) Data Security
5 9 (29.03%) Requirements Management
6 7 (22.58%) Data Modelling
7 5 (16.13%) Anti-Money Laundering
7 5 (16.13%) Business Intelligence
7 5 (16.13%) Data Architecture
7 5 (16.13%) KYC
7 5 (16.13%) Machine Learning
7 5 (16.13%) Open Source
8 4 (12.90%) Data Ingestion
8 4 (12.90%) Database Security
8 4 (12.90%) MapReduce
8 4 (12.90%) Performance Monitoring
8 4 (12.90%) Performance Tuning
Programming Languages
1 16 (51.61%) SQL
2 12 (38.71%) Scala
3 8 (25.81%) Java
3 8 (25.81%) Python
4 5 (16.13%) PL/SQL
5 4 (12.90%) Perl
6 1 (3.23%) C
6 1 (3.23%) C++
6 1 (3.23%) CQL
Qualifications
1 5 (16.13%) Degree
2 4 (12.90%) Numerate Degree
3 1 (3.23%) PhD
Quality Assurance & Compliance
1 1 (3.23%) Data Quality
1 1 (3.23%) SLA
System Software
1 11 (35.48%) HDFS
2 6 (19.35%) Apache Flume
3 4 (12.90%) Apache ZooKeeper
3 4 (12.90%) Docker
4 1 (3.23%) Oracle RAC
Systems Management
1 12 (38.71%) Puppet
2 10 (32.26%) Opscode Chef
3 9 (29.03%) ZABBIX
4 5 (16.13%) Hadoop YARN
4 5 (16.13%) Oozie
5 4 (12.90%) Kubernetes
6 2 (6.45%) Ansible
6 2 (6.45%) Docker Swarm
6 2 (6.45%) Terraform
7 1 (3.23%) yum
Vendors
1 21 (67.74%) Hortonworks
2 9 (29.03%) Google
3 8 (25.81%) Oracle
4 7 (22.58%) Tableau
5 4 (12.90%) Cloudera
6 3 (9.68%) Talend
7 2 (6.45%) Datameer
7 2 (6.45%) MapR
7 2 (6.45%) Platfora