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 3 months to 29 March 2017 with a comparison to the same period in the previous 2 years.

Apache Ambari
UK
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 830 928 953
Rank change year-on-year +98 +25  
Permanent jobs citing Ambari 22 22 1
As % of all permanent IT jobs advertised in the UK 0.026% 0.021% 0.001%
As % of the Systems Management category 0.31% 0.26% 0.013%
Number of salaries quoted 10 17 1
Median salary £65,000 £47,500 £90,000
Median salary % change year-on-year +36.84% -47.22%  
UK excluding London median salary - £41,500 £90,000
% change year-on-year - -53.88%  

Ambari is in the systems management skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for systems management skills.

Systems Management Skills
UK
Permanent job vacancies with a requirement for systems management skills 7050 8445 7947
As % of all permanent IT job vacancies advertised in the UK 8.25% 8.09% 7.42%
Number of salaries quoted 5716 6802 6317
Median salary £55,000 £50,000 £48,000
Median salary % change year-on-year +10.00% +4.16%  
90% offered a salary of more than £35,000 £32,500 £31,500
10% offered a salary of more than £77,500 £70,000 £72,500
UK excluding London median salary £47,500 £43,500 £42,500
% change year-on-year +9.19% +2.35%  

Ambari
Job Vacancy Trend

The job posting trend of jobs advertised citing Ambari as a proportion of all permanent or contract IT jobs with a match in the Systems Management category.

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
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 3 months to 29 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +64 12 £65,000 +36.84%
London +65 10 £65,000 +4.00%
Edinburgh - 10 - -
Scotland - 10 - -
City of London +47 5 £65,000 -
South East +54 2 - -
Surrey +45 2 - -
Staines - 2 - -

For the 6 months to 29 March 2017, IT jobs citing Ambari also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Ambari.

1 37 (100.00%) Hadoop
2 31 (83.78%) Apache Hive
3 28 (75.68%) Python
3 28 (75.68%) Apache Pig
4 22 (59.46%) SQL
5 21 (56.76%) Finance
5 21 (56.76%) Degree
5 21 (56.76%) Analytical Skills
6 20 (54.05%) HDFS
6 20 (54.05%) Big Data
7 19 (51.35%) Linux
8 17 (45.95%) Kafka
8 17 (45.95%) HBase
8 17 (45.95%) Analytics
8 17 (45.95%) Oozie
9 16 (43.24%) Machine Learning
9 16 (43.24%) Hortonworks
10 15 (40.54%) R
11 14 (37.84%) Apache Spark
11 14 (37.84%) KYC
11 14 (37.84%) Anti-Money Laundering
12 13 (35.14%) Java
12 13 (35.14%) SAS
12 13 (35.14%) Business Analysis
13 12 (32.43%) Data Analysis
13 12 (32.43%) Legal
13 12 (32.43%) Risk Management
13 12 (32.43%) Workflow
13 12 (32.43%) Data Mining
13 12 (32.43%) Project Management

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 28 (75.68%) Apache Pig
2 14 (37.84%) Apache Spark
3 13 (35.14%) SAS
4 10 (27.03%) Apache
5 6 (16.22%) Elasticsearch
5 6 (16.22%) nginx
6 3 (8.11%) Apache Solr
6 3 (8.11%) OpenStack
Cloud Services
1 7 (18.92%) Amazon AWS
2 3 (8.11%) Amazon SQS
2 3 (8.11%) AWS CloudFormation
2 3 (8.11%) AWS Lambda
2 3 (8.11%) Cloud Computing
2 3 (8.11%) Fastly
2 3 (8.11%) IaaS
2 3 (8.11%) Microsoft Azure
2 3 (8.11%) PaaS
3 1 (2.70%) Google Cloud Platform
3 1 (2.70%) Google Compute Engine
Communications & Networking
1 4 (10.81%) Kerberos
2 3 (8.11%) HTTP
2 3 (8.11%) IPv4
Database & Business Intelligence
1 37 (100.00%) Hadoop
2 31 (83.78%) Apache Hive
3 20 (54.05%) Big Data
4 17 (45.95%) HBase
5 12 (32.43%) Apache Cassandra
5 12 (32.43%) Data Mining
5 12 (32.43%) MySQL
6 10 (27.03%) MongoDB
6 10 (27.03%) NoSQL
7 8 (21.62%) SQL Server
8 7 (18.92%) Sqoop
9 6 (16.22%) Redis
10 3 (8.11%) AllegroGraph
10 3 (8.11%) Amazon DynamoDB
10 3 (8.11%) Amazon Redshift
10 3 (8.11%) Apache Accumulo
10 3 (8.11%) Apache Zeppelin
10 3 (8.11%) Neo4j
10 3 (8.11%) Riak
10 3 (8.11%) Triplestore
Development Applications
1 6 (16.22%) Git (software)
2 3 (8.11%) Apache Continuum
2 3 (8.11%) Bugzilla
2 3 (8.11%) Jenkins
2 3 (8.11%) JIRA
2 3 (8.11%) Selenium
2 3 (8.11%) Subversion
2 3 (8.11%) Trac
General
1 21 (56.76%) Finance
2 12 (32.43%) Legal
3 3 (8.11%) Banking
3 3 (8.11%) Investment Banking
Job Titles
1 11 (29.73%) Administrator
1 11 (29.73%) Hadoop Administrator
2 9 (24.32%) Consultant
3 8 (21.62%) Senior Consultant
4 6 (16.22%) Big Data Developer
4 6 (16.22%) Data Administrator
4 6 (16.22%) Developer
4 6 (16.22%) Linux Administrator
5 5 (13.51%) Data Scientist
5 5 (13.51%) Hadoop Consultant
6 4 (10.81%) SAS Consultant
6 4 (10.81%) Senior SAS Consultant
7 3 (8.11%) DevOps Engineer
7 3 (8.11%) Hadoop Developer
7 3 (8.11%) Java Developer
7 3 (8.11%) Java Hadoop Developer
7 3 (8.11%) Java Scala Developer
7 3 (8.11%) Open Source Developer
7 3 (8.11%) Scala Developer
8 2 (5.41%) Big Data Engineer
Libraries, Frameworks & Software Standards
1 17 (45.95%) Kafka
2 7 (18.92%) Node.js
3 4 (10.81%) Web Services
4 3 (8.11%) AngularJS
4 3 (8.11%) HTML
4 3 (8.11%) JSON
4 3 (8.11%) LEMP Stack
4 3 (8.11%) REST
4 3 (8.11%) Ruby on Rails
4 3 (8.11%) Serverless Framework
4 3 (8.11%) Sidekiq
4 3 (8.11%) Sinatra
4 3 (8.11%) Twitter Bootstrap
4 3 (8.11%) WebSockets
4 3 (8.11%) XML
5 1 (2.70%) Apache Tez
5 1 (2.70%) RESTful
5 1 (2.70%) SOAP
Miscellaneous
1 21 (56.76%) Analytical Skills
2 6 (16.22%) Data Centre
3 5 (13.51%) Computer Science
4 3 (8.11%) PKI
5 2 (5.41%) Grid Computing
5 2 (5.41%) Management Information System
Operating Systems
1 19 (51.35%) Linux
2 11 (29.73%) Unix
3 3 (8.11%) Red Hat Enterprise Linux
3 3 (8.11%) Windows
Processes & Methodologies
1 17 (45.95%) Analytics
2 16 (43.24%) Machine Learning
3 14 (37.84%) Anti-Money Laundering
3 14 (37.84%) KYC
4 13 (35.14%) Business Analysis
5 12 (32.43%) Business Analytics
5 12 (32.43%) Case Management
5 12 (32.43%) Change Control
5 12 (32.43%) Data Analysis
5 12 (32.43%) Decision Tree
5 12 (32.43%) Factor Analysis
5 12 (32.43%) Functional Testing
5 12 (32.43%) Line Management
5 12 (32.43%) Project Management
5 12 (32.43%) Regression Analysis
5 12 (32.43%) Risk Management
5 12 (32.43%) Workflow
6 11 (29.73%) High Availability
7 10 (27.03%) MapReduce
7 10 (27.03%) Open Source
Programming Languages
1 28 (75.68%) Python
2 22 (59.46%) SQL
3 15 (40.54%) R
4 13 (35.14%) Java
5 6 (16.22%) Perl
6 4 (10.81%) Scala
7 3 (8.11%) Bash Shell
7 3 (8.11%) JavaScript
7 3 (8.11%) MATLAB
7 3 (8.11%) Ruby
8 2 (5.41%) C
8 2 (5.41%) C++
Qualifications
1 21 (56.76%) Degree
2 3 (8.11%) SC Cleared
2 3 (8.11%) Security Cleared
Quality Assurance & Compliance
1 5 (13.51%) Data Quality
2 2 (5.41%) SLA
System Software
1 20 (54.05%) HDFS
2 9 (24.32%) Apache ZooKeeper
3 6 (16.22%) Docker
4 4 (10.81%) Apache Flume
5 3 (8.11%) KVM
5 3 (8.11%) Varnish
5 3 (8.11%) VirtualBox
5 3 (8.11%) VMware Infrastructure
6 2 (5.41%) Oracle RAC
7 1 (2.70%) Active Directory
Systems Management
1 17 (45.95%) Oozie
2 11 (29.73%) Hadoop YARN
3 4 (10.81%) Opscode Chef
4 3 (8.11%) Kibana
5 1 (2.70%) Puppet
Vendors
1 16 (43.24%) Hortonworks
2 7 (18.92%) Red Hat
3 4 (10.81%) Cloudera
3 4 (10.81%) Tableau
4 3 (8.11%) GoldenSource
4 3 (8.11%) Platfora
4 3 (8.11%) VMware
5 2 (5.41%) Oracle
6 1 (2.70%) Cognos
6 1 (2.70%) Google
6 1 (2.70%) Splunk