Period
to 20 July 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 July 2018 with a comparison to the same period in the previous 2 years.

Apache Ambari
UK > England
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 1113 1166 1215
Rank change year-on-year +53 +49 +66
Permanent jobs citing Ambari 39 18 45
As % of all permanent IT jobs advertised in England 0.024% 0.011% 0.024%
As % of the Systems Management category 0.23% 0.12% 0.27%
Number of salaries quoted 16 14 37
England median annual salary £60,000 £65,000 £55,000
Median salary % change year-on-year -7.69% +18.18% -
10th Percentile £36,800 £55,000 £38,250
90th Percentile £88,125 £95,250 £85,000
UK median annual salary £60,000 £65,000 £55,000
% change year-on-year -7.69% +18.18% -

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 16,742 14,978 16,919
As % of all permanent IT jobs advertised in England 10.24% 8.98% 8.85%
Number of salaries quoted 13,390 12,181 13,880
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 £30,500 £31,000
90th Percentile £85,000 £82,500 £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 July 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 July 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 +20 24 £90,000 +38.46% 3
Midlands - 9 £60,000 -
West Midlands - 7 £60,000 -
South East -2 2 £53,750 -
East of England - 2 £44,400 -
East Midlands - 2 £35,000 -
North of England +13 1 £82,500 +17.86%
South West - 1 - -
Yorkshire - 1 £82,500 -
Ambari
UK

For the 6 months to 20 July 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 32 (82.05%) Hadoop
2 28 (71.79%) Big Data
2 28 (71.79%) Analytics
2 28 (71.79%) Python
3 26 (66.67%) Apache Hive
4 23 (58.97%) HBase
5 22 (56.41%) Data Transformation
5 22 (56.41%) Fintech
6 21 (53.85%) Visualisation
7 20 (51.28%) Business Intelligence
8 19 (48.72%) Apache Spark
9 18 (46.15%) HDFS
9 18 (46.15%) ETL
9 18 (46.15%) Kafka
9 18 (46.15%) Tableau
10 17 (43.59%) Oracle
10 17 (43.59%) SQL Server
10 17 (43.59%) Sqoop
11 16 (41.03%) WorldPay
11 16 (41.03%) R
11 16 (41.03%) Data Visualisation
12 15 (38.46%) Linux
12 15 (38.46%) Data Warehouse
12 15 (38.46%) Data Lake
12 15 (38.46%) Data Development
13 14 (35.90%) Oracle ODI
13 14 (35.90%) Kimball Methodology
13 14 (35.90%) Data Structures
13 14 (35.90%) MS Visio
13 14 (35.90%) Cognos

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 19 (48.72%) Apache Spark
2 11 (28.21%) Apache
3 5 (12.82%) Apache Pig
4 3 (7.69%) Confluence
4 3 (7.69%) Elasticsearch
4 3 (7.69%) JBoss
4 3 (7.69%) SAS
4 3 (7.69%) Tomcat
5 2 (5.13%) Apache Solr
Applications
1 14 (35.90%) MS Visio
Cloud Services
1 5 (12.82%) Amazon AWS
2 3 (7.69%) Google Analytics
3 2 (5.13%) AWS Lambda
3 2 (5.13%) Serverless
Communications & Networking
1 5 (12.82%) DNS
1 5 (12.82%) TCP/IP
2 4 (10.26%) Kerberos
3 3 (7.69%) DHCP
3 3 (7.69%) FTP
3 3 (7.69%) HTTP
3 3 (7.69%) IPsec
4 2 (5.13%) Firewall
4 2 (5.13%) SSL
Database & Business Intelligence
1 32 (82.05%) Hadoop
2 28 (71.79%) Big Data
3 26 (66.67%) Apache Hive
4 23 (58.97%) HBase
5 17 (43.59%) SQL Server
5 17 (43.59%) Sqoop
6 15 (38.46%) Data Lake
6 15 (38.46%) Data Warehouse
7 14 (35.90%) Oracle ODI
7 14 (35.90%) SQL Server Analysis Services
7 14 (35.90%) SQL Server Integration Services
8 6 (15.38%) NoSQL
9 5 (12.82%) Apache Zeppelin
9 5 (12.82%) MySQL
10 4 (10.26%) Power BI
10 4 (10.26%) QlikView
10 4 (10.26%) Relational Database
11 3 (7.69%) Mixpanel
12 1 (2.56%) Oracle Database
12 1 (2.56%) SAS Visual Analytics
Development Applications
1 9 (23.08%) Jenkins
2 8 (20.51%) Git (software)
3 3 (7.69%) Cucumber
3 3 (7.69%) JIRA
4 2 (5.13%) Apache Continuum
4 2 (5.13%) Spinnaker
General
1 8 (20.51%) Finance
2 6 (15.38%) Banking
3 4 (10.26%) Financial Institution
4 2 (5.13%) Retail
Job Titles
1 21 (53.85%) Developer
2 14 (35.90%) Business Intelligence Developer
3 6 (15.38%) Java Developer
4 5 (12.82%) Data Engineer
4 5 (12.82%) DevOps Engineer
5 4 (10.26%) Big Data Developer
6 3 (7.69%) Big Data Engineer
6 3 (7.69%) Senior DevOps
6 3 (7.69%) Senior DevOps Engineer
7 2 (5.13%) Administrator
7 2 (5.13%) AWS DevOps
7 2 (5.13%) AWS DevOps Engineer
7 2 (5.13%) AWS Engineer
7 2 (5.13%) Hadoop Administrator
7 2 (5.13%) Hadoop Engineer
7 2 (5.13%) Senior Data Engineer
7 2 (5.13%) Senior Developer
7 2 (5.13%) Senior Java Developer
7 2 (5.13%) Software Engineer
7 2 (5.13%) Systems Engineer
Libraries, Frameworks & Software Standards
1 18 (46.15%) Kafka
2 3 (7.69%) Elastic Stack
2 3 (7.69%) Hibernate
2 3 (7.69%) J2EE
2 3 (7.69%) REST
2 3 (7.69%) RESTEasy
2 3 (7.69%) Spark Streaming
2 3 (7.69%) Spring
3 2 (5.13%) Guice
3 2 (5.13%) LDAP
3 2 (5.13%) Node.js
3 2 (5.13%) SparkR
3 2 (5.13%) SPNEGO
Miscellaneous
1 22 (56.41%) Fintech
2 14 (35.90%) Data Structures
3 8 (20.51%) Analytical Skills
4 7 (17.95%) 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%) Algorithms
7 2 (5.13%) Social Media
Operating Systems
1 15 (38.46%) Linux
2 6 (15.38%) Unix
3 5 (12.82%) VMS
3 5 (12.82%) Windows
4 1 (2.56%) Fedora
4 1 (2.56%) Ubuntu
Processes & Methodologies
1 28 (71.79%) Analytics
2 22 (56.41%) Data Transformation
3 21 (53.85%) Visualisation
4 20 (51.28%) Business Intelligence
5 18 (46.15%) ETL
6 16 (41.03%) Data Visualisation
7 15 (38.46%) Data Development
8 14 (35.90%) Kimball Methodology
8 14 (35.90%) Reverse Engineering
9 10 (25.64%) Continuous Integration
9 10 (25.64%) Data Management
9 10 (25.64%) Open Source
10 9 (23.08%) DevOps
11 7 (17.95%) Data Analytics
12 6 (15.38%) Agile Software Development
12 6 (15.38%) Data Mapping
12 6 (15.38%) IT Strategy
12 6 (15.38%) Software Engineering
13 5 (12.82%) Configuration Management
13 5 (12.82%) Data Engineering
Programming Languages
1 28 (71.79%) Python
2 16 (41.03%) R
3 10 (25.64%) Java
4 8 (20.51%) SQL
5 6 (15.38%) Java 8
6 5 (12.82%) Scala
7 3 (7.69%) Go
7 3 (7.69%) PowerShell
8 2 (5.13%) JavaScript
8 2 (5.13%) Perl
8 2 (5.13%) Ruby
Qualifications
1 4 (10.26%) SC Cleared
1 4 (10.26%) Security Cleared
2 1 (2.56%) Degree
Quality Assurance & Compliance
1 3 (7.69%) Data Quality
2 1 (2.56%) GDPR
2 1 (2.56%) HIPAA
2 1 (2.56%) Sarbanes-Oxley
System Software
1 18 (46.15%) HDFS
2 11 (28.21%) Docker
3 10 (25.64%) Apache ZooKeeper
4 4 (10.26%) Active Directory
5 3 (7.69%) VMware Infrastructure
6 2 (5.13%) Virtual Machines
7 1 (2.56%) Apache Flume
Systems Management
1 8 (20.51%) Puppet
2 6 (15.38%) Kubernetes
2 6 (15.38%) logstash
3 5 (12.82%) Hadoop YARN
3 5 (12.82%) Opscode Chef
4 4 (10.26%) Oozie
5 3 (7.69%) Cacti
5 3 (7.69%) Docker Swarm
5 3 (7.69%) Kibana
5 3 (7.69%) Nagios
6 1 (2.56%) Ansible
Vendors
1 18 (46.15%) Tableau
2 17 (43.59%) Oracle
3 16 (41.03%) WorldPay
4 14 (35.90%) Cognos
5 6 (15.38%) Google
6 3 (7.69%) Cognizant
6 3 (7.69%) Hortonworks
6 3 (7.69%) Splunk
6 3 (7.69%) VMware
7 2 (5.13%) Cloudera
7 2 (5.13%) SAP
8 1 (2.56%) Atlassian
8 1 (2.56%) Platfora