Period
to 18 August 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 18 August 2018 with a comparison to the same period in the previous 2 years.

Apache Ambari
UK
6 months to
18 Aug 2018
Same period 2017 Same period 2016
Rank 1138 1172 1221
Rank change year-on-year +34 +49 +72
Permanent jobs citing Ambari 31 21 47
As % of all permanent IT jobs advertised in the UK 0.018% 0.012% 0.024%
As % of the Systems Management category 0.17% 0.13% 0.27%
Number of salaries quoted 11 11 39
UK median annual salary £60,000 £65,000 £55,000
Median salary % change year-on-year -7.69% +18.18% +22.22%
10th Percentile £41,100 £55,000 £38,250
90th Percentile £90,000 £105,000 £85,000
UK excluding London median annual salary £60,000 £70,000 £51,500
% change year-on-year -14.29% +35.92% +14.44%

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 17,781 15,865 17,575
As % of all permanent IT jobs advertised in the UK 10.44% 8.95% 8.89%
Number of salaries quoted 14,141 12,837 14,283
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 £30,604 £31,000
90th Percentile £85,000 £82,500 £76,250
UK excluding London median annual salary £47,500 £45,000 £44,000
% change year-on-year +5.56% +2.27% +3.53%

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 18 August 2018.

Salary histogram for Ambari in the UK

Ambari
Top 10 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 18 August 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 +59 31 £60,000 -7.69% 1
London +49 20 £90,000 +44.00% 1
UK excluding London +34 11 £60,000 -14.29%
Midlands - 5 £60,000 -
West Midlands - 5 £60,000 -
South East -3 2 £53,750 -
East of England - 2 £44,400 -
North of England +23 1 £82,500 +17.86%
South West - 1 - -
Yorkshire - 1 £82,500 -

For the 6 months to 18 August 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 26 (83.87%) Hadoop
2 24 (77.42%) Big Data
2 24 (77.42%) Analytics
3 23 (74.19%) Apache Hive
3 23 (74.19%) Python
4 21 (67.74%) HBase
5 19 (61.29%) Data Transformation
5 19 (61.29%) Visualisation
5 19 (61.29%) Fintech
6 17 (54.84%) HDFS
7 16 (51.61%) Business Intelligence
7 16 (51.61%) Oracle
7 16 (51.61%) Sqoop
7 16 (51.61%) Tableau
8 15 (48.39%) R
8 15 (48.39%) Data Visualisation
8 15 (48.39%) ETL
8 15 (48.39%) WorldPay
9 14 (45.16%) Apache Spark
9 14 (45.16%) Data Development
9 14 (45.16%) SQL Server
10 13 (41.94%) Cognos
10 13 (41.94%) Data Warehouse
10 13 (41.94%) MS Visio
10 13 (41.94%) SQL Server Integration Services
10 13 (41.94%) Kafka
10 13 (41.94%) Kimball Methodology
10 13 (41.94%) Oracle ODI
10 13 (41.94%) Reverse Engineering
10 13 (41.94%) 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 14 (45.16%) Apache Spark
2 9 (29.03%) Apache
3 5 (16.13%) Apache Pig
4 3 (9.68%) 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
Applications
1 13 (41.94%) MS Visio
Cloud Services
1 2 (6.45%) Amazon AWS
1 2 (6.45%) Google Analytics
Communications & Networking
1 4 (12.90%) DNS
1 4 (12.90%) Kerberos
1 4 (12.90%) TCP/IP
2 2 (6.45%) DHCP
2 2 (6.45%) Firewall
2 2 (6.45%) FTP
2 2 (6.45%) HTTP
2 2 (6.45%) IPsec
2 2 (6.45%) SSL
Database & Business Intelligence
1 26 (83.87%) Hadoop
2 24 (77.42%) Big Data
3 23 (74.19%) Apache Hive
4 21 (67.74%) HBase
5 16 (51.61%) Sqoop
6 14 (45.16%) SQL Server
7 13 (41.94%) Data Lake
7 13 (41.94%) Data Warehouse
7 13 (41.94%) Oracle ODI
7 13 (41.94%) SQL Server Analysis Services
7 13 (41.94%) SQL Server Integration Services
8 4 (12.90%) Apache Zeppelin
8 4 (12.90%) NoSQL
9 3 (9.68%) Power BI
9 3 (9.68%) QlikView
10 2 (6.45%) Mixpanel
10 2 (6.45%) MySQL
10 2 (6.45%) Relational Database
11 1 (3.23%) Oracle Database
11 1 (3.23%) Spotfire
Development Applications
1 6 (19.35%) Git (software)
1 6 (19.35%) Jenkins
2 2 (6.45%) Apache Continuum
2 2 (6.45%) Cucumber
2 2 (6.45%) JIRA
General
1 6 (19.35%) Finance
2 5 (16.13%) Banking
3 4 (12.90%) Financial Institution
4 2 (6.45%) Retail
Job Titles
1 18 (58.06%) Developer
2 13 (41.94%) Business Intelligence Developer
3 5 (16.13%) Data Engineer
4 4 (12.90%) Java Developer
5 3 (9.68%) Big Data Developer
5 3 (9.68%) Big Data Engineer
6 2 (6.45%) Administrator
6 2 (6.45%) DevOps Engineer
6 2 (6.45%) Hadoop Administrator
6 2 (6.45%) Hadoop Engineer
6 2 (6.45%) Senior Data Engineer
6 2 (6.45%) Senior Developer
6 2 (6.45%) Senior DevOps
6 2 (6.45%) Senior DevOps Engineer
6 2 (6.45%) Senior Java Developer
6 2 (6.45%) Software Engineer
6 2 (6.45%) Systems Engineer
7 1 (3.23%) Consultant
7 1 (3.23%) Data Scientist
7 1 (3.23%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 13 (41.94%) Kafka
2 2 (6.45%) Elastic Stack
2 2 (6.45%) Guice
2 2 (6.45%) Hibernate
2 2 (6.45%) J2EE
2 2 (6.45%) LDAP
2 2 (6.45%) REST
2 2 (6.45%) RESTEasy
2 2 (6.45%) Spark Streaming
2 2 (6.45%) SparkR
2 2 (6.45%) SPNEGO
2 2 (6.45%) Spring
Miscellaneous
1 19 (61.29%) Fintech
2 13 (41.94%) Data Structures
3 5 (16.13%) Analytical Skills
3 5 (16.13%) Greenfield Project
4 4 (12.90%) Linux Command Line
5 2 (6.45%) Algorithms
5 2 (6.45%) Private Cloud
5 2 (6.45%) Public Cloud
5 2 (6.45%) Social Media
6 1 (3.23%) Computer Science
Operating Systems
1 11 (35.48%) Linux
2 6 (19.35%) Unix
3 4 (12.90%) VMS
4 2 (6.45%) Windows
5 1 (3.23%) Fedora
5 1 (3.23%) Ubuntu
Processes & Methodologies
1 24 (77.42%) Analytics
2 19 (61.29%) Data Transformation
2 19 (61.29%) Visualisation
3 16 (51.61%) Business Intelligence
4 15 (48.39%) Data Visualisation
4 15 (48.39%) ETL
5 14 (45.16%) Data Development
6 13 (41.94%) Kimball Methodology
6 13 (41.94%) Reverse Engineering
7 8 (25.81%) Data Management
8 7 (22.58%) Continuous Integration
8 7 (22.58%) Open Source
9 5 (16.13%) Agile Software Development
9 5 (16.13%) Data Analytics
9 5 (16.13%) DevOps
10 4 (12.90%) Data Engineering
10 4 (12.90%) Data Science
10 4 (12.90%) IT Strategy
10 4 (12.90%) Performance Tuning
10 4 (12.90%) Software Engineering
Programming Languages
1 23 (74.19%) Python
2 15 (48.39%) R
3 7 (22.58%) Java
4 6 (19.35%) SQL
5 4 (12.90%) Java 8
5 4 (12.90%) Scala
6 2 (6.45%) Go
6 2 (6.45%) JavaScript
6 2 (6.45%) Perl
6 2 (6.45%) PowerShell
Qualifications
1 3 (9.68%) SC Cleared
1 3 (9.68%) Security Cleared
2 1 (3.23%) Degree
Quality Assurance & Compliance
1 2 (6.45%) Data Quality
System Software
1 17 (54.84%) HDFS
2 8 (25.81%) Apache ZooKeeper
3 6 (19.35%) Docker
4 4 (12.90%) Active Directory
5 2 (6.45%) Virtual Machines
5 2 (6.45%) VMware Infrastructure
6 1 (3.23%) Apache Flume
Systems Management
1 6 (19.35%) Puppet
2 5 (16.13%) Hadoop YARN
3 4 (12.90%) Kubernetes
3 4 (12.90%) logstash
3 4 (12.90%) Oozie
4 2 (6.45%) Cacti
4 2 (6.45%) Docker Swarm
4 2 (6.45%) Kibana
4 2 (6.45%) Nagios
4 2 (6.45%) Opscode Chef
5 1 (3.23%) Ansible
Vendors
1 16 (51.61%) Oracle
1 16 (51.61%) Tableau
2 15 (48.39%) WorldPay
3 13 (41.94%) Cognos
4 4 (12.90%) Google
5 3 (9.68%) Hortonworks
6 2 (6.45%) Cloudera
6 2 (6.45%) Cognizant
6 2 (6.45%) SAP
6 2 (6.45%) Splunk
6 2 (6.45%) VMware
7 1 (3.23%) Atlassian
7 1 (3.23%) Platfora