Period
to 20 April 2018

The following table provides summary statistics for permanent job vacancies advertised in England 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 20 April 2018 with a comparison to the same period in the previous 2 years.

Apache Ambari
UK > England
6 months to
20 Apr 2018
Same period 2017 Same period 2016
Rank 1119 1128 1215
Rank change year-on-year +9 +87 +48
Permanent jobs citing Ambari 39 23 43
As % of all permanent IT jobs advertised in England 0.023% 0.014% 0.022%
As % of the Systems Management category 0.24% 0.16% 0.26%
Number of salaries quoted 15 16 28
England median annual salary £60,000 £62,500 £51,500
Median salary % change year-on-year -4.00% +21.36% -37.58%
10th Percentile £40,500 £49,750 £38,250
90th Percentile £84,500 £72,500 £82,500
UK median annual salary £60,000 £62,500 £51,500
% change year-on-year -4.00% +21.36% -37.58%

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 advertised in England with a requirement for systems management skills.

All Systems Management Skills
England
Permanent vacancies with a requirement for systems management skills 16,395 14,403 16,474
As % of all permanent IT jobs advertised in England 9.87% 8.86% 8.56%
Number of salaries quoted 13,190 11,750 13,421
England median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +5.26%
10th Percentile £32,000 £31,000 £30,250
90th Percentile £85,000 £80,000 £75,000
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

Ambari
Job Vacancy Trend in England

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

Job vacancy trend for Ambari in England

Ambari
Salary Trend in England

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

Salary trend for Ambari in England

Ambari
Salary Histogram in England

The salary distribution of IT jobs citing Ambari in England over the 6 months to 20 April 2018.

Salary histogram for Ambari in England

Ambari
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Ambari within the England region over the 6 months to 20 April 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
London -13 26 £72,500 +11.54%
Midlands - 8 £60,000 - 1
West Midlands - 6 £60,000 - 1
North of England - 4 £60,000 -
North West - 4 £60,000 -
East Midlands - 2 £35,000 -
South West - 1 - -
Ambari
UK

For the 6 months to 20 April 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 England region with a requirement for Ambari.

1 33 (84.62%) Hadoop
2 31 (79.49%) Big Data
3 25 (64.10%) Python
4 23 (58.97%) Analytics
5 22 (56.41%) HBase
6 21 (53.85%) ETL
7 20 (51.28%) Business Intelligence
7 20 (51.28%) Apache Hive
7 20 (51.28%) Data Transformation
7 20 (51.28%) Apache Spark
7 20 (51.28%) Fintech
8 19 (48.72%) Kafka
9 18 (46.15%) SQL Server
10 17 (43.59%) HDFS
11 16 (41.03%) Jenkins
11 16 (41.03%) Docker
11 16 (41.03%) Visualisation
12 15 (38.46%) Continuous Integration
12 15 (38.46%) Tableau
12 15 (38.46%) DevOps
12 15 (38.46%) Data Lake
13 14 (35.90%) WorldPay
13 14 (35.90%) Sqoop
13 14 (35.90%) R
13 14 (35.90%) Linux
14 13 (33.33%) Apache
14 13 (33.33%) Data Warehouse
14 13 (33.33%) Data Visualisation
14 13 (33.33%) Puppet
14 13 (33.33%) Amazon AWS

Ambari
Co-occurring IT Skills in England 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 (51.28%) Apache Spark
2 13 (33.33%) Apache
3 6 (15.38%) Confluence
3 6 (15.38%) JBoss
3 6 (15.38%) Tomcat
4 5 (12.82%) Elasticsearch
5 1 (2.56%) nginx
Applications
1 12 (30.77%) MS Visio
Cloud Services
1 13 (33.33%) Amazon AWS
2 4 (10.26%) Amazon CloudWatch
2 4 (10.26%) AWS CloudFormation
2 4 (10.26%) Microsoft Azure
3 2 (5.13%) AWS Lambda
3 2 (5.13%) GitHub
3 2 (5.13%) Google Analytics
3 2 (5.13%) Serverless
4 1 (2.56%) Google Cloud Platform
Communications & Networking
1 4 (10.26%) Kerberos
1 4 (10.26%) TCP/IP
2 3 (7.69%) DHCP
2 3 (7.69%) DNS
2 3 (7.69%) FTP
2 3 (7.69%) HTTP
2 3 (7.69%) IPsec
3 1 (2.56%) Firewall
Database & Business Intelligence
1 33 (84.62%) Hadoop
2 31 (79.49%) Big Data
3 22 (56.41%) HBase
4 20 (51.28%) Apache Hive
5 18 (46.15%) SQL Server
6 15 (38.46%) Data Lake
7 14 (35.90%) Sqoop
8 13 (33.33%) Data Warehouse
9 12 (30.77%) Oracle ODI
9 12 (30.77%) SQL Server Analysis Services
9 12 (30.77%) SQL Server Integration Services
10 6 (15.38%) MySQL
11 5 (12.82%) NoSQL
12 3 (7.69%) Relational Database
13 2 (5.13%) Apache Zeppelin
13 2 (5.13%) Mixpanel
13 2 (5.13%) Power BI
13 2 (5.13%) QlikView
14 1 (2.56%) MongoDB
14 1 (2.56%) Pentaho
Development Applications
1 16 (41.03%) Jenkins
2 10 (25.64%) JIRA
3 7 (17.95%) Git (software)
4 6 (15.38%) Cucumber
5 4 (10.26%) Bitbucket
6 2 (5.13%) Apache Continuum
6 2 (5.13%) Spinnaker
7 1 (2.56%) Mercurial
General
1 8 (20.51%) Finance
2 5 (12.82%) Banking
3 4 (10.26%) Financial Institution
4 2 (5.13%) Manufacturing
Job Titles
1 22 (56.41%) Developer
2 12 (30.77%) Business Intelligence Developer
3 8 (20.51%) Java Developer
4 7 (17.95%) Big Data Developer
5 6 (15.38%) Architect
6 5 (12.82%) DevOps Engineer
7 4 (10.26%) Data Architect
7 4 (10.26%) Senior Developer
7 4 (10.26%) Senior Java Developer
8 3 (7.69%) Lead Developer
8 3 (7.69%) Lead Java Developer
8 3 (7.69%) Senior DevOps
8 3 (7.69%) Senior DevOps Engineer
9 2 (5.13%) AWS DevOps
9 2 (5.13%) AWS DevOps Engineer
9 2 (5.13%) AWS Engineer
9 2 (5.13%) Database Architect
9 2 (5.13%) Hadoop Engineer
9 2 (5.13%) Senior Big Data Developer
9 2 (5.13%) Systems Engineer
Libraries, Frameworks & Software Standards
1 19 (48.72%) Kafka
2 7 (17.95%) Hibernate
3 6 (15.38%) REST
3 6 (15.38%) RESTEasy
3 6 (15.38%) Spark Streaming
4 5 (12.82%) Guice
5 3 (7.69%) Elastic Stack
5 3 (7.69%) J2EE
5 3 (7.69%) Samza
5 3 (7.69%) Spring
6 2 (5.13%) Apache Tez
6 2 (5.13%) Node.js
6 2 (5.13%) SPNEGO
7 1 (2.56%) Apache Avro
7 1 (2.56%) LDAP
7 1 (2.56%) RabbitMQ
Miscellaneous
1 20 (51.28%) Fintech
2 12 (30.77%) Data Structures
3 9 (23.08%) Analytical Skills
4 6 (15.38%) Greenfield Project
5 5 (12.82%) Linux Command Line
6 3 (7.69%) Computer Science
6 3 (7.69%) Private Cloud
6 3 (7.69%) Public Cloud
7 2 (5.13%) Life Science
7 2 (5.13%) Social Media
Operating Systems
1 14 (35.90%) Linux
2 7 (17.95%) Windows
3 3 (7.69%) VMS
4 2 (5.13%) Ubuntu
4 2 (5.13%) Unix
5 1 (2.56%) Fedora
5 1 (2.56%) Mesosphere
Processes & Methodologies
1 23 (58.97%) Analytics
2 21 (53.85%) ETL
3 20 (51.28%) Business Intelligence
3 20 (51.28%) Data Transformation
4 16 (41.03%) Visualisation
5 15 (38.46%) Continuous Integration
5 15 (38.46%) DevOps
6 13 (33.33%) Data Visualisation
6 13 (33.33%) Open Source
7 12 (30.77%) Data Development
7 12 (30.77%) Kimball Methodology
7 12 (30.77%) Reverse Engineering
8 9 (23.08%) Agile Software Development
8 9 (23.08%) Data Management
9 7 (17.95%) Data Analytics
9 7 (17.95%) Data Ingestion
10 6 (15.38%) BDD
10 6 (15.38%) IT Strategy
10 6 (15.38%) OOD
10 6 (15.38%) TDD
Programming Languages
1 25 (64.10%) Python
2 14 (35.90%) R
3 12 (30.77%) Java
4 9 (23.08%) Java 8
4 9 (23.08%) SQL
5 5 (12.82%) Scala
6 3 (7.69%) Go
6 3 (7.69%) PowerShell
7 2 (5.13%) Perl
7 2 (5.13%) Ruby
8 1 (2.56%) CQL
Qualifications
1 6 (15.38%) SC Cleared
1 6 (15.38%) Security Cleared
Quality Assurance & Compliance
1 3 (7.69%) Data Quality
2 1 (2.56%) GCP
2 1 (2.56%) GDPR
2 1 (2.56%) HIPAA
2 1 (2.56%) Sarbanes-Oxley
System Software
1 17 (43.59%) HDFS
2 16 (41.03%) Docker
3 8 (20.51%) Apache ZooKeeper
4 3 (7.69%) VMware Infrastructure
5 2 (5.13%) Active Directory
5 2 (5.13%) Apache Flume
6 1 (2.56%) MapR-FS
Systems Management
1 13 (33.33%) Puppet
2 10 (25.64%) Kubernetes
3 9 (23.08%) Opscode Chef
4 6 (15.38%) logstash
5 4 (10.26%) Docker Swarm
6 3 (7.69%) Cacti
6 3 (7.69%) Kibana
6 3 (7.69%) Nagios
6 3 (7.69%) Oozie
7 2 (5.13%) Hadoop YARN
7 2 (5.13%) ZABBIX
8 1 (2.56%) Ansible
8 1 (2.56%) yum
Vendors
1 15 (38.46%) Tableau
2 14 (35.90%) WorldPay
3 12 (30.77%) Cognos
3 12 (30.77%) Oracle
4 9 (23.08%) Hortonworks
5 8 (20.51%) Google
6 3 (7.69%) Cloudera
6 3 (7.69%) Cognizant
6 3 (7.69%) Splunk
6 3 (7.69%) VMware
7 1 (2.56%) Atlassian
7 1 (2.56%) Datameer
7 1 (2.56%) MapR
7 1 (2.56%) Platfora
7 1 (2.56%) Talend