Period
to 22 January 2019

The following table provides summary statistics for permanent job vacancies advertised in London 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 22 January 2019 with a comparison to the same period in the previous 2 years.

Apache Ambari
England > London
6 months to
22 Jan 2019
Same period 2018 Same period 2017
Rank 751 814 805
Rank change year-on-year +63 -9 +67
Permanent jobs citing Ambari 27 12 16
As % of all permanent IT jobs advertised in London 0.043% 0.017% 0.023%
As % of the Systems Management category 0.32% 0.17% 0.22%
Number of salaries quoted 24 8 11
London median annual salary £85,000 £76,250 £60,000
Median salary % change year-on-year +11.48% +27.08% +20.00%
10th Percentile £66,250 £54,250 £50,000
90th Percentile £104,250 £99,250 £82,500
England median annual salary £85,000 £60,000 £57,500
% change year-on-year +41.67% +4.35% -4.17%

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 London with a requirement for systems management skills.

All Systems Management Skills
London
Permanent vacancies with a requirement for systems management skills 8,384 7,237 7,137
As % of all permanent IT jobs advertised in London 13.28% 10.36% 10.22%
Number of salaries quoted 6,717 6,084 6,076
London median annual salary £67,500 £62,500 £60,000
Median salary % change year-on-year +8.00% +4.17% +9.09%
10th Percentile £37,575 £37,500 £36,000
90th Percentile £95,000 £90,000 £86,250
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

Ambari
Job Vacancy Trend in London

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

Job vacancy trend for Ambari in London

Ambari
Salary Trend in London

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

Salary trend for Ambari in London

Ambari
Salary Histogram in London

The salary distribution of IT jobs citing Ambari in London over the 6 months to 22 January 2019.

Salary histogram for Ambari in London

Ambari
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Ambari within the London region over the 6 months to 22 January 2019. 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
Central London - 1 £95,000 - 2
Ambari
England

For the 6 months to 22 January 2019, 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 London region with a requirement for Ambari.

1 24 (88.89%) Hadoop
1 24 (88.89%) Apache Hive
1 24 (88.89%) Big Data
1 24 (88.89%) Apache Spark
2 23 (85.19%) Python
3 22 (81.48%) Kafka
4 21 (77.78%) NoSQL
4 21 (77.78%) Java
5 19 (70.37%) Scala
5 19 (70.37%) Amazon AWS
5 19 (70.37%) Apache Zeppelin
6 18 (66.67%) Apache Cassandra
6 18 (66.67%) Data Modelling
7 17 (62.96%) Apache ZooKeeper
8 16 (59.26%) Linux
9 15 (55.56%) SQL
10 14 (51.85%) Microsoft Azure
10 14 (51.85%) Hortonworks
10 14 (51.85%) Ansible
11 13 (48.15%) Finance
12 12 (44.44%) HBase
12 12 (44.44%) Hadoop YARN
12 12 (44.44%) Apache NiFi
13 11 (40.74%) Docker
13 11 (40.74%) Power BI
13 11 (40.74%) Tableau
13 11 (40.74%) Machine Learning
13 11 (40.74%) Sqoop
13 11 (40.74%) MongoDB
13 11 (40.74%) TIBCO

Ambari
Co-occurring IT Skills in London 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 24 (88.89%) Apache Spark
2 11 (40.74%) Apache
3 10 (37.04%) Apache Pig
3 10 (37.04%) Elasticsearch
4 2 (7.41%) Apache Solr
4 2 (7.41%) Jupyter
Applications
1 2 (7.41%) SPSS
Cloud Services
1 19 (70.37%) Amazon AWS
2 14 (51.85%) Microsoft Azure
3 10 (37.04%) AWS Lambda
4 9 (33.33%) Amazon EMR
4 9 (33.33%) Amazon S3
4 9 (33.33%) AWS Data Pipeline
5 8 (29.63%) Google Cloud Platform
6 3 (11.11%) Azure Data Factory
6 3 (11.11%) IaaS
6 3 (11.11%) PaaS
6 3 (11.11%) SaaS
7 2 (7.41%) Apigee
7 2 (7.41%) Azure Active Directory
7 2 (7.41%) Azure Machine Learning
7 2 (7.41%) Boomi
7 2 (7.41%) Data Lake Analytics
7 2 (7.41%) GitHub
7 2 (7.41%) iPaaS
7 2 (7.41%) Office 365
8 1 (3.70%) Cloud Computing
Communications & Networking
1 3 (11.11%) Firewall
2 1 (3.70%) HTTP
2 1 (3.70%) HTTPS
2 1 (3.70%) SSL
2 1 (3.70%) VPN
Database & Business Intelligence
1 24 (88.89%) Apache Hive
1 24 (88.89%) Big Data
1 24 (88.89%) Hadoop
2 21 (77.78%) NoSQL
3 19 (70.37%) Apache Zeppelin
4 18 (66.67%) Apache Cassandra
5 12 (44.44%) HBase
6 11 (40.74%) MongoDB
6 11 (40.74%) Power BI
6 11 (40.74%) Sqoop
7 10 (37.04%) Amazon Redshift
7 10 (37.04%) DataStax
7 10 (37.04%) Spark SQL
8 9 (33.33%) Amazon DynamoDB
8 9 (33.33%) QlikView
9 5 (18.52%) Relational Database
10 3 (11.11%) SQL Server Integration Services
11 2 (7.41%) Pentaho
11 2 (7.41%) Spotfire
11 2 (7.41%) SQL Server Analysis Services
Development Applications
1 3 (11.11%) Jenkins
2 2 (7.41%) ER Studio
2 2 (7.41%) ERwin
2 2 (7.41%) Maven
2 2 (7.41%) Visual Studio Team System
3 1 (3.70%) Artifactory
3 1 (3.70%) Git (software)
General
1 13 (48.15%) Finance
2 8 (29.63%) Law
2 8 (29.63%) Military
3 3 (11.11%) Advertising
4 1 (3.70%) Legal
Job Titles
1 16 (59.26%) Big Data Engineer
1 16 (59.26%) Data Engineer
2 15 (55.56%) Hadoop Engineer
3 4 (14.81%) Administrator
3 4 (14.81%) Data Administrator
4 3 (11.11%) Big Data Developer
4 3 (11.11%) Developer
4 3 (11.11%) Hadoop Administrator
5 2 (7.41%) Architect
5 2 (7.41%) Data Architect
6 1 (3.70%) DevOps Engineer
6 1 (3.70%) Senior DevOps
6 1 (3.70%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 22 (81.48%) Kafka
2 12 (44.44%) Apache NiFi
3 10 (37.04%) Middleware
4 9 (33.33%) Elastic Stack
4 9 (33.33%) Rendezvous
5 3 (11.11%) OAuth
5 3 (11.11%) SAML
6 2 (7.41%) .NET
6 2 (7.41%) Anaconda
6 2 (7.41%) Apache Tez
6 2 (7.41%) D3.js
6 2 (7.41%) Natural Language Processing
6 2 (7.41%) OpenID
6 2 (7.41%) TensorFlow
7 1 (3.70%) LDAP
7 1 (3.70%) PySpark
Miscellaneous
1 2 (7.41%) Management Information System
1 2 (7.41%) PMI
1 2 (7.41%) Public Cloud
1 2 (7.41%) Virtual Team
2 1 (3.70%) Analytical Skills
2 1 (3.70%) Data Centre
2 1 (3.70%) Linked Data
Operating Systems
1 16 (59.26%) Linux
2 1 (3.70%) Unix
Processes & Methodologies
1 18 (66.67%) Data Modelling
2 11 (40.74%) Machine Learning
3 10 (37.04%) Data Engineering
3 10 (37.04%) DevOps
3 10 (37.04%) Software Engineering
4 9 (33.33%) Business Intelligence
5 8 (29.63%) Analytics
6 7 (25.93%) ETL
7 6 (22.22%) Agile Software Development
8 3 (11.11%) Artificial Intelligence
8 3 (11.11%) Big Data Analytics
8 3 (11.11%) Configuration Management
8 3 (11.11%) Data Analytics
8 3 (11.11%) Thought Leadership
9 2 (7.41%) Computer Vision
9 2 (7.41%) Data Science
9 2 (7.41%) Metadata Management
9 2 (7.41%) Prescriptive Analytics
9 2 (7.41%) Service Design
9 2 (7.41%) Strategic Thinking
Programming Languages
1 23 (85.19%) Python
2 21 (77.78%) Java
3 19 (70.37%) Scala
4 15 (55.56%) SQL
5 8 (29.63%) PL/SQL
6 3 (11.11%) Bash Shell
6 3 (11.11%) R
7 2 (7.41%) C++
7 2 (7.41%) JavaScript
7 2 (7.41%) Perl
7 2 (7.41%) PHP
7 2 (7.41%) PowerShell
7 2 (7.41%) Ruby
8 1 (3.70%) Shell Script
Qualifications
1 3 (11.11%) Computer Science Degree
1 3 (11.11%) Degree
2 2 (7.41%) CEH
2 2 (7.41%) PMI Certification
2 2 (7.41%) TOGAF Certification
3 1 (3.70%) PhD
Quality Assurance & Compliance
1 10 (37.04%) MiFID
2 1 (3.70%) ISO/IEC 27001
System Software
1 17 (62.96%) Apache ZooKeeper
2 11 (40.74%) Docker
3 2 (7.41%) Active Directory
4 1 (3.70%) HDFS
Systems Management
1 14 (51.85%) Ansible
2 12 (44.44%) Hadoop YARN
3 10 (37.04%) Kibana
3 10 (37.04%) Oozie
4 9 (33.33%) logstash
5 2 (7.41%) Opscode Chef
5 2 (7.41%) Puppet
5 2 (7.41%) Salt
6 1 (3.70%) Single Sign-On
6 1 (3.70%) Terraform
Vendors
1 14 (51.85%) Hortonworks
2 11 (40.74%) Tableau
2 11 (40.74%) TIBCO
3 10 (37.04%) Solace
4 9 (33.33%) Cloudera
5 2 (7.41%) Alteryx
5 2 (7.41%) Aspera
5 2 (7.41%) Axway
5 2 (7.41%) Cisco
5 2 (7.41%) Databricks
5 2 (7.41%) Informatica
5 2 (7.41%) Jitterbit
5 2 (7.41%) Microsoft
5 2 (7.41%) MuleSoft
5 2 (7.41%) Red Hat
5 2 (7.41%) Signiant
5 2 (7.41%) SnapLogic
6 1 (3.70%) Google
6 1 (3.70%) VMware