Period
to 23 February 2018

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 23 February 2018 with a comparison to the same period in the previous 2 years.

Apache Ambari
UK
6 months to
23 Feb 2018
Same period 2017 Same period 2016
Rank 1162 1138 1251
Rank change year-on-year -24 +113 +36
Permanent jobs citing Ambari 37 33 36
As % of all permanent IT jobs advertised in the UK 0.021% 0.019% 0.017%
As % of the Systems Management category 0.22% 0.21% 0.21%
Number of salaries quoted 19 16 17
UK median annual salary £60,000 £62,500 £65,000
Median salary % change year-on-year -4.00% -3.85% -21.21%
10th Percentile £32,500 £49,750 £42,500
90th Percentile £90,500 £76,250 £82,500
UK excluding London median annual salary £37,000 £51,500 £75,000
% change year-on-year -28.16% -31.33% +18.58%

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 16,481 15,440 17,228
As % of all permanent IT jobs advertised in the UK 9.35% 8.80% 8.15%
Number of salaries quoted 13,241 12,486 14,015
UK median annual salary £53,000 £51,500 £50,000
Median salary % change year-on-year +2.91% +3.00% +5.89%
10th Percentile £31,250 £31,250 £30,000
90th Percentile £82,500 £80,000 £75,000
UK excluding London median annual salary £47,000 £45,000 £43,000
% change year-on-year +4.44% +4.65% +4.88%

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 23 February 2018.

Salary histogram for Ambari in the UK

Ambari
Top 8 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 23 February 2018. 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 +24 37 £60,000 -4.00% 7
UK excluding London +17 19 £37,000 -28.16% 5
London -5 18 £76,250 +17.31% 2
North of England - 15 £37,000 -
North West - 15 £37,000 -
Midlands - 4 £47,500 - 5
East Midlands - 2 £35,000 -
West Midlands - 2 £60,000 - 5

For the 6 months to 23 February 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 with a requirement for Ambari.

1 35 (94.59%) Hadoop
2 33 (89.19%) Big Data
3 24 (64.86%) ETL
4 23 (62.16%) Amazon AWS
5 22 (59.46%) Jenkins
5 22 (59.46%) DevOps
6 21 (56.76%) Puppet
7 20 (54.05%) JIRA
7 20 (54.05%) SQL Server
7 20 (54.05%) Apache Spark
7 20 (54.05%) Hortonworks
8 19 (51.35%) Analytics
8 19 (51.35%) Linux
8 19 (51.35%) Continuous Integration
9 18 (48.65%) Apache
9 18 (48.65%) SQL
9 18 (48.65%) Opscode Chef
10 17 (45.95%) Agile Software Development
11 16 (43.24%) Hibernate
12 15 (40.54%) Windows
12 15 (40.54%) Microsoft Azure
12 15 (40.54%) Bitbucket
12 15 (40.54%) AWS CloudFormation
12 15 (40.54%) Amazon CloudWatch
13 14 (37.84%) Kafka
13 14 (37.84%) Python
14 13 (35.14%) Data Integration
15 12 (32.43%) Requirements Management
15 12 (32.43%) Google
15 12 (32.43%) 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 20 (54.05%) Apache Spark
2 18 (48.65%) Apache
3 5 (13.51%) Confluence
3 5 (13.51%) JBoss
3 5 (13.51%) Tomcat
4 4 (10.81%) Elasticsearch
5 1 (2.70%) Apache Solr
5 1 (2.70%) nginx
Applications
1 3 (8.11%) MS Visio
Cloud Services
1 23 (62.16%) Amazon AWS
2 15 (40.54%) Amazon CloudWatch
2 15 (40.54%) AWS CloudFormation
2 15 (40.54%) Microsoft Azure
3 12 (32.43%) GitHub
4 2 (5.41%) AWS Lambda
4 2 (5.41%) Serverless
5 1 (2.70%) Google Analytics
5 1 (2.70%) Google Cloud Platform
Communications & Networking
1 5 (13.51%) Kerberos
2 2 (5.41%) TCP/IP
3 1 (2.70%) DHCP
3 1 (2.70%) DNS
3 1 (2.70%) Firewall
3 1 (2.70%) FTP
3 1 (2.70%) HTTP
3 1 (2.70%) IPsec
Database & Business Intelligence
1 35 (94.59%) Hadoop
2 33 (89.19%) Big Data
3 20 (54.05%) SQL Server
4 12 (32.43%) HBase
5 11 (29.73%) Apache Hive
6 8 (21.62%) Data Lake
6 8 (21.62%) Sqoop
7 5 (13.51%) MySQL
7 5 (13.51%) NoSQL
8 4 (10.81%) Data Warehouse
9 3 (8.11%) Oracle ODI
9 3 (8.11%) PostgreSQL
9 3 (8.11%) SQL Server Analysis Services
9 3 (8.11%) SQL Server Integration Services
10 2 (5.41%) Apache Cassandra
10 2 (5.41%) CouchDB
10 2 (5.41%) HCatalog
10 2 (5.41%) MongoDB
10 2 (5.41%) Pentaho
10 2 (5.41%) Relational Database
Development Applications
1 22 (59.46%) Jenkins
2 20 (54.05%) JIRA
3 15 (40.54%) Bitbucket
4 5 (13.51%) Cucumber
5 3 (8.11%) Git (software)
6 1 (2.70%) Mercurial
General
1 8 (21.62%) Manufacturing
2 7 (18.92%) Finance
3 6 (16.22%) Marketing
4 1 (2.70%) Banking
Job Titles
1 13 (35.14%) Architect
2 12 (32.43%) Developer
3 8 (21.62%) Big Data Developer
4 7 (18.92%) Data Architect
4 7 (18.92%) Database Architect
5 5 (13.51%) Database Engineer
6 4 (10.81%) Big Data Architect
6 4 (10.81%) Java Developer
7 3 (8.11%) Business Intelligence Developer
7 3 (8.11%) DevOps Engineer
7 3 (8.11%) Lead Developer
7 3 (8.11%) Lead Java Developer
8 2 (5.41%) Big Data Consultant
8 2 (5.41%) Business Intelligence Architect
8 2 (5.41%) Cloud Architect
8 2 (5.41%) Data Consultant
8 2 (5.41%) Data Engineer
8 2 (5.41%) Senior Big Data Developer
8 2 (5.41%) Senior Developer
8 2 (5.41%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 16 (43.24%) Hibernate
2 14 (37.84%) Kafka
3 5 (13.51%) REST
3 5 (13.51%) RESTEasy
4 4 (10.81%) Guice
4 4 (10.81%) Samza
4 4 (10.81%) Spark Streaming
5 3 (8.11%) Apache Tez
6 2 (5.41%) LDAP
6 2 (5.41%) Node.js
6 2 (5.41%) RabbitMQ
6 2 (5.41%) Spring
7 1 (2.70%) Apache Avro
7 1 (2.70%) Apache Camel
7 1 (2.70%) Drools
7 1 (2.70%) Elastic Stack
7 1 (2.70%) J2EE
7 1 (2.70%) SPNEGO
7 1 (2.70%) Spring Boot
7 1 (2.70%) TinkerPop
Miscellaneous
1 8 (21.62%) Life Science
2 7 (18.92%) Analytical Skills
3 6 (16.22%) Fintech
4 3 (8.11%) Data Structures
5 2 (5.41%) Computer Science
5 2 (5.41%) Greenfield Project
5 2 (5.41%) Linux Command Line
6 1 (2.70%) FMCG
6 1 (2.70%) Private Cloud
6 1 (2.70%) Public Cloud
Operating Systems
1 19 (51.35%) Linux
2 15 (40.54%) Windows
3 2 (5.41%) Mesosphere
3 2 (5.41%) Ubuntu
4 1 (2.70%) Unix
4 1 (2.70%) VMS
Processes & Methodologies
1 24 (64.86%) ETL
2 22 (59.46%) DevOps
3 19 (51.35%) Analytics
3 19 (51.35%) Continuous Integration
4 17 (45.95%) Agile Software Development
5 13 (35.14%) Data Integration
6 12 (32.43%) Business Intelligence
6 12 (32.43%) Collaborative Working
6 12 (32.43%) Data Security
6 12 (32.43%) Requirements Management
7 9 (24.32%) Open Source
8 7 (18.92%) Data Ingestion
8 7 (18.92%) Data Modelling
9 6 (16.22%) Data Transformation
9 6 (16.22%) Database Security
9 6 (16.22%) Performance Monitoring
10 5 (13.51%) BDD
10 5 (13.51%) OOD
10 5 (13.51%) Scrum
10 5 (13.51%) Visualisation
Programming Languages
1 18 (48.65%) SQL
2 14 (37.84%) Python
3 8 (21.62%) Java
3 8 (21.62%) Scala
4 4 (10.81%) R
5 2 (5.41%) CQL
5 2 (5.41%) Ruby
6 1 (2.70%) Go
6 1 (2.70%) Gremlin
6 1 (2.70%) Perl
6 1 (2.70%) PowerShell
Qualifications
1 3 (8.11%) SC Cleared
1 3 (8.11%) Security Cleared
Quality Assurance & Compliance
1 1 (2.70%) Data Quality
1 1 (2.70%) GCP
1 1 (2.70%) GDPR
1 1 (2.70%) HIPAA
1 1 (2.70%) Sarbanes-Oxley
System Software
1 12 (32.43%) Docker
2 10 (27.03%) HDFS
3 6 (16.22%) Apache ZooKeeper
4 5 (13.51%) Apache Flume
5 2 (5.41%) MapR-FS
6 1 (2.70%) Active Directory
6 1 (2.70%) VMware Infrastructure
Systems Management
1 21 (56.76%) Puppet
2 18 (48.65%) Opscode Chef
3 12 (32.43%) ZABBIX
4 8 (21.62%) Kubernetes
5 5 (13.51%) Hadoop YARN
6 3 (8.11%) Docker Swarm
7 2 (5.41%) logstash
7 2 (5.41%) Oozie
7 2 (5.41%) yum
8 1 (2.70%) Ansible
8 1 (2.70%) Cacti
8 1 (2.70%) Kibana
8 1 (2.70%) Nagios
8 1 (2.70%) Terraform
Vendors
1 20 (54.05%) Hortonworks
2 12 (32.43%) Google
3 6 (16.22%) Tableau
4 4 (10.81%) Oracle
4 4 (10.81%) WorldPay
5 3 (8.11%) Cloudera
5 3 (8.11%) Cognos
5 3 (8.11%) Talend
6 2 (5.41%) Datameer
6 2 (5.41%) MapR
6 2 (5.41%) Platfora
7 1 (2.70%) Cognizant
7 1 (2.70%) Splunk
7 1 (2.70%) VMware