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

Apache Ambari
UK
6 months to
23 Jun 2018
Same period 2017 Same period 2016
Rank 1148 1156 1239
Rank change year-on-year +8 +83 +79
Permanent jobs citing Ambari 38 33 32
As % of all permanent IT jobs advertised in the UK 0.022% 0.019% 0.016%
As % of the Systems Management category 0.22% 0.22% 0.18%
Number of salaries quoted 15 14 24
UK median annual salary £60,000 £65,000 £53,250
Median salary % change year-on-year -7.69% +22.07% -40.83%
10th Percentile £35,940 £55,000 £38,250
90th Percentile £90,000 £72,500 £82,375
UK excluding London median annual salary £60,000 - £43,250

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 17,528 15,226 17,503
As % of all permanent IT jobs advertised in the UK 10.08% 8.80% 8.71%
Number of salaries quoted 13,797 12,318 14,167
UK median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +5.26%
10th Percentile £31,250 £30,000 £30,000
90th Percentile £85,000 £81,250 £75,000
UK excluding London median annual salary £47,500 £45,000 £42,500
% change year-on-year +5.56% +5.88% -

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 June 2018.

Salary histogram for Ambari in the UK

Ambari
Top 11 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 June 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 +33 38 £60,000 -7.69% 2
London +11 24 £85,000 +30.77%
UK excluding London -8 14 £60,000 - 2
Midlands - 9 £60,000 -
West Midlands - 7 £60,000 -
East Midlands - 2 £35,000 -
East of England - 2 £44,400 -
South East +12 1 £55,000 - 1
South West - 1 - -
Yorkshire - 1 £82,500 - 1
North of England - 1 £82,500 - 1

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

1 31 (81.58%) Hadoop
2 27 (71.05%) Big Data
2 27 (71.05%) Analytics
3 26 (68.42%) Python
4 24 (63.16%) Apache Hive
5 23 (60.53%) HBase
6 22 (57.89%) Data Transformation
6 22 (57.89%) Fintech
7 20 (52.63%) Visualisation
8 19 (50.00%) Business Intelligence
9 18 (47.37%) Tableau
9 18 (47.37%) Kafka
9 18 (47.37%) HDFS
9 18 (47.37%) Apache Spark
10 17 (44.74%) Sqoop
10 17 (44.74%) ETL
10 17 (44.74%) Oracle
10 17 (44.74%) SQL Server
11 16 (42.11%) R
11 16 (42.11%) Data Visualisation
11 16 (42.11%) WorldPay
12 15 (39.47%) Data Lake
12 15 (39.47%) Data Development
12 15 (39.47%) Data Warehouse
13 14 (36.84%) MS Visio
13 14 (36.84%) Cognos
13 14 (36.84%) Linux
13 14 (36.84%) Reverse Engineering
13 14 (36.84%) Kimball Methodology
13 14 (36.84%) SQL Server Analysis Services

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 18 (47.37%) Apache Spark
2 10 (26.32%) Apache
3 4 (10.53%) Apache Pig
3 4 (10.53%) Confluence
3 4 (10.53%) JBoss
3 4 (10.53%) Tomcat
4 3 (7.89%) Elasticsearch
4 3 (7.89%) SAS
5 2 (5.26%) Apache Solr
Applications
1 14 (36.84%) MS Visio
Cloud Services
1 6 (15.79%) Amazon AWS
2 2 (5.26%) AWS Lambda
2 2 (5.26%) Google Analytics
2 2 (5.26%) Serverless
Communications & Networking
1 5 (13.16%) DNS
1 5 (13.16%) TCP/IP
2 4 (10.53%) Kerberos
3 3 (7.89%) DHCP
3 3 (7.89%) FTP
3 3 (7.89%) HTTP
3 3 (7.89%) IPsec
4 2 (5.26%) Firewall
4 2 (5.26%) SSL
Database & Business Intelligence
1 31 (81.58%) Hadoop
2 27 (71.05%) Big Data
3 24 (63.16%) Apache Hive
4 23 (60.53%) HBase
5 17 (44.74%) SQL Server
5 17 (44.74%) Sqoop
6 15 (39.47%) Data Lake
6 15 (39.47%) Data Warehouse
7 14 (36.84%) Oracle ODI
7 14 (36.84%) SQL Server Analysis Services
7 14 (36.84%) SQL Server Integration Services
8 5 (13.16%) MySQL
9 4 (10.53%) Apache Zeppelin
9 4 (10.53%) NoSQL
9 4 (10.53%) Power BI
9 4 (10.53%) QlikView
10 3 (7.89%) Relational Database
11 2 (5.26%) Mixpanel
12 1 (2.63%) Oracle Database
12 1 (2.63%) SAS Visual Analytics
Development Applications
1 10 (26.32%) Jenkins
2 8 (21.05%) Git (software)
3 4 (10.53%) Cucumber
3 4 (10.53%) JIRA
4 2 (5.26%) Apache Continuum
4 2 (5.26%) Spinnaker
General
1 8 (21.05%) Finance
2 6 (15.79%) Banking
3 4 (10.53%) Financial Institution
4 2 (5.26%) Retail
Job Titles
1 22 (57.89%) Developer
2 14 (36.84%) Business Intelligence Developer
3 6 (15.79%) Java Developer
4 5 (13.16%) Big Data Developer
4 5 (13.16%) DevOps Engineer
5 3 (7.89%) Data Engineer
5 3 (7.89%) Senior DevOps
5 3 (7.89%) Senior DevOps Engineer
6 2 (5.26%) Administrator
6 2 (5.26%) AWS DevOps
6 2 (5.26%) AWS DevOps Engineer
6 2 (5.26%) AWS Engineer
6 2 (5.26%) Big Data Engineer
6 2 (5.26%) Hadoop Administrator
6 2 (5.26%) Hadoop Engineer
6 2 (5.26%) Senior Developer
6 2 (5.26%) Senior Java Developer
6 2 (5.26%) Software Engineer
6 2 (5.26%) Systems Engineer
7 1 (2.63%) Lead Developer
Libraries, Frameworks & Software Standards
1 18 (47.37%) Kafka
2 4 (10.53%) REST
2 4 (10.53%) RESTEasy
2 4 (10.53%) Spark Streaming
3 3 (7.89%) Elastic Stack
3 3 (7.89%) Guice
3 3 (7.89%) Hibernate
3 3 (7.89%) J2EE
3 3 (7.89%) Spring
4 2 (5.26%) LDAP
4 2 (5.26%) Node.js
4 2 (5.26%) SparkR
4 2 (5.26%) SPNEGO
5 1 (2.63%) Samza
Miscellaneous
1 22 (57.89%) Fintech
2 14 (36.84%) Data Structures
3 8 (21.05%) Analytical Skills
4 7 (18.42%) Greenfield Project
5 5 (13.16%) Linux Command Line
6 3 (7.89%) Computer Science
6 3 (7.89%) Private Cloud
6 3 (7.89%) Public Cloud
7 2 (5.26%) Social Media
8 1 (2.63%) Algorithms
Operating Systems
1 14 (36.84%) Linux
2 5 (13.16%) Unix
2 5 (13.16%) VMS
2 5 (13.16%) Windows
3 1 (2.63%) Fedora
3 1 (2.63%) Ubuntu
Processes & Methodologies
1 27 (71.05%) Analytics
2 22 (57.89%) Data Transformation
3 20 (52.63%) Visualisation
4 19 (50.00%) Business Intelligence
5 17 (44.74%) ETL
6 16 (42.11%) Data Visualisation
7 15 (39.47%) Data Development
8 14 (36.84%) Kimball Methodology
8 14 (36.84%) Reverse Engineering
9 11 (28.95%) Continuous Integration
9 11 (28.95%) Open Source
10 10 (26.32%) DevOps
11 9 (23.68%) Data Management
12 7 (18.42%) Data Analytics
13 6 (15.79%) Agile Software Development
13 6 (15.79%) Data Mapping
13 6 (15.79%) IT Strategy
13 6 (15.79%) Software Engineering
14 5 (13.16%) Configuration Management
15 4 (10.53%) TDD
Programming Languages
1 26 (68.42%) Python
2 16 (42.11%) R
3 10 (26.32%) Java
4 7 (18.42%) Java 8
4 7 (18.42%) SQL
5 4 (10.53%) Scala
6 3 (7.89%) Go
6 3 (7.89%) PowerShell
7 2 (5.26%) Perl
7 2 (5.26%) Ruby
8 1 (2.63%) JavaScript
Qualifications
1 5 (13.16%) SC Cleared
1 5 (13.16%) Security Cleared
Quality Assurance & Compliance
1 3 (7.89%) Data Quality
2 1 (2.63%) GDPR
2 1 (2.63%) HIPAA
2 1 (2.63%) Sarbanes-Oxley
System Software
1 18 (47.37%) HDFS
2 12 (31.58%) Docker
3 9 (23.68%) Apache ZooKeeper
4 4 (10.53%) Active Directory
5 3 (7.89%) VMware Infrastructure
6 2 (5.26%) Virtual Machines
7 1 (2.63%) Apache Flume
Systems Management
1 9 (23.68%) Puppet
2 7 (18.42%) Kubernetes
3 6 (15.79%) logstash
4 5 (13.16%) Opscode Chef
5 4 (10.53%) Hadoop YARN
5 4 (10.53%) Oozie
6 3 (7.89%) Cacti
6 3 (7.89%) Docker Swarm
6 3 (7.89%) Kibana
6 3 (7.89%) Nagios
7 1 (2.63%) Ansible
Vendors
1 18 (47.37%) Tableau
2 17 (44.74%) Oracle
3 16 (42.11%) WorldPay
4 14 (36.84%) Cognos
5 6 (15.79%) Google
6 3 (7.89%) Cognizant
6 3 (7.89%) Hortonworks
6 3 (7.89%) Splunk
6 3 (7.89%) VMware
7 2 (5.26%) Cloudera
7 2 (5.26%) SAP
8 1 (2.63%) Atlassian
8 1 (2.63%) Platfora