Period
to 10 December 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 10 December 2018 with a comparison to the same period in the previous 2 years.

Apache Ambari
UK
6 months to
10 Dec 2018
Same period 2017 Same period 2016
Rank 1101 1164 1198
Rank change year-on-year +63 +34 +67
Permanent jobs citing Ambari 32 30 37
As % of all permanent IT jobs advertised in the UK 0.020% 0.017% 0.020%
As % of the Systems Management category 0.18% 0.19% 0.22%
Number of salaries quoted 23 17 30
UK median annual salary £85,000 £60,000 £57,500
Median salary % change year-on-year +41.67% +4.35% -4.17%
10th Percentile £62,250 £36,500 £49,750
90th Percentile £104,500 £108,000 £85,000
UK excluding London median annual salary £52,500 £48,500 £53,250
% change year-on-year +8.25% -8.92% -23.93%

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 17,794 16,117 16,558
As % of all permanent IT jobs advertised in the UK 11.11% 9.03% 8.96%
Number of salaries quoted 14,055 13,202 13,394
UK median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% -
10th Percentile £32,500 £31,250 £31,250
90th Percentile £86,250 £82,500 £78,750
UK excluding London median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - +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 10 December 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 10 December 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 +55 31 £85,000 +41.67% 5
London +99 22 £92,500 +15.63% 4
UK excluding London +42 10 £52,500 +8.25% 1
East of England - 5 - -
North of England -3 2 £65,000 +34.02%
Yorkshire - 2 £65,000 -
Scotland +2 1 - -
Midlands - 1 - -
South East - 1 £52,500 - 1
West Midlands - 1 - -

For the 6 months to 10 December 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 29 (90.63%) Hadoop
1 29 (90.63%) Apache Hive
2 28 (87.50%) Apache Spark
3 24 (75.00%) Big Data
4 23 (71.88%) Kafka
4 23 (71.88%) Python
5 22 (68.75%) Apache Zeppelin
6 21 (65.63%) Java
7 20 (62.50%) Linux
7 20 (62.50%) Apache ZooKeeper
7 20 (62.50%) Scala
8 19 (59.38%) NoSQL
8 19 (59.38%) SQL
9 16 (50.00%) Data Modelling
9 16 (50.00%) Finance
9 16 (50.00%) Hadoop YARN
10 15 (46.88%) Analytics
10 15 (46.88%) Apache Pig
10 15 (46.88%) Apache Cassandra
10 15 (46.88%) Amazon AWS
11 13 (40.63%) HBase
12 12 (37.50%) Power BI
12 12 (37.50%) Hortonworks
13 11 (34.38%) Oozie
13 11 (34.38%) Ansible
13 11 (34.38%) Sqoop
14 10 (31.25%) Docker
14 10 (31.25%) Amazon Redshift
14 10 (31.25%) Kibana
14 10 (31.25%) Elasticsearch

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 (87.50%) Apache Spark
2 15 (46.88%) Apache Pig
3 10 (31.25%) Elasticsearch
4 8 (25.00%) Apache
5 7 (21.88%) SAS
6 6 (18.75%) Apache Solr
7 1 (3.13%) IBM Notes
7 1 (3.13%) Jupyter
Applications
1 1 (3.13%) Microsoft Excel
1 1 (3.13%) Microsoft PowerPoint
1 1 (3.13%) MS Visio
1 1 (3.13%) SPSS
Cloud Services
1 15 (46.88%) Amazon AWS
2 10 (31.25%) AWS Lambda
3 9 (28.13%) Amazon EMR
3 9 (28.13%) Amazon S3
3 9 (28.13%) AWS Data Pipeline
3 9 (28.13%) Microsoft Azure
4 5 (15.63%) Google Cloud Platform
5 3 (9.38%) Google Analytics
6 2 (6.25%) Azure Data Factory
6 2 (6.25%) SaaS
7 1 (3.13%) Apigee
7 1 (3.13%) Azure Active Directory
7 1 (3.13%) Azure Machine Learning
7 1 (3.13%) Boomi
7 1 (3.13%) Data Lake Analytics
7 1 (3.13%) GitHub
7 1 (3.13%) IaaS
7 1 (3.13%) iPaaS
7 1 (3.13%) Office 365
7 1 (3.13%) PaaS
Communications & Networking
1 6 (18.75%) Firewall
2 5 (15.63%) DNS
2 5 (15.63%) Kerberos
2 5 (15.63%) SSL
2 5 (15.63%) TCP/IP
Database & Business Intelligence
1 29 (90.63%) Apache Hive
1 29 (90.63%) Hadoop
2 24 (75.00%) Big Data
3 22 (68.75%) Apache Zeppelin
4 19 (59.38%) NoSQL
5 15 (46.88%) Apache Cassandra
6 13 (40.63%) HBase
7 12 (37.50%) Power BI
8 11 (34.38%) Sqoop
9 10 (31.25%) Amazon Redshift
9 10 (31.25%) DataStax
9 10 (31.25%) Spark SQL
10 9 (28.13%) Amazon DynamoDB
10 9 (28.13%) QlikView
11 7 (21.88%) MongoDB
12 5 (15.63%) Relational Database
13 2 (6.25%) Mixpanel
13 2 (6.25%) SAS Visual Analytics
13 2 (6.25%) Spotfire
13 2 (6.25%) SQL Server Integration Services
Development Applications
1 5 (15.63%) Git (software)
2 1 (3.13%) ER Studio
2 1 (3.13%) ERwin
2 1 (3.13%) Jenkins
2 1 (3.13%) Maven
2 1 (3.13%) Visual Studio Team System
General
1 16 (50.00%) Finance
2 5 (15.63%) Law
2 5 (15.63%) Military
2 5 (15.63%) Retail
3 3 (9.38%) Advertising
4 2 (6.25%) Banking
Job Titles
1 15 (46.88%) Data Engineer
2 14 (43.75%) Big Data Engineer
3 12 (37.50%) Hadoop Engineer
4 8 (25.00%) Administrator
4 8 (25.00%) Hadoop Administrator
5 3 (9.38%) Big Data Developer
5 3 (9.38%) Data Administrator
5 3 (9.38%) Developer
6 2 (6.25%) Analyst
7 1 (3.13%) Architect
7 1 (3.13%) Consultant
7 1 (3.13%) Data Analyst
7 1 (3.13%) Data Architect
7 1 (3.13%) Data Consultant
7 1 (3.13%) Data Scientist
7 1 (3.13%) Insight Consultant
7 1 (3.13%) Senior Analyst
7 1 (3.13%) Senior Data Analyst
7 1 (3.13%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 23 (71.88%) Kafka
2 10 (31.25%) Middleware
3 9 (28.13%) Elastic Stack
3 9 (28.13%) Rendezvous
4 5 (15.63%) LDAP
4 5 (15.63%) SparkR
5 1 (3.13%) .NET
5 1 (3.13%) Anaconda
5 1 (3.13%) Apache Tez
5 1 (3.13%) D3.js
5 1 (3.13%) Natural Language Processing
5 1 (3.13%) OAuth
5 1 (3.13%) OpenID
5 1 (3.13%) PySpark
5 1 (3.13%) SAML
5 1 (3.13%) TensorFlow
Miscellaneous
1 4 (12.50%) Analytical Skills
2 1 (3.13%) Algorithms
2 1 (3.13%) Linked Data
2 1 (3.13%) Management Information System
2 1 (3.13%) PMI
2 1 (3.13%) Public Cloud
2 1 (3.13%) Virtual Team
Operating Systems
1 20 (62.50%) Linux
2 7 (21.88%) Unix
3 5 (15.63%) VMS
Processes & Methodologies
1 16 (50.00%) Data Modelling
2 15 (46.88%) Analytics
3 9 (28.13%) Data Engineering
4 8 (25.00%) Business Intelligence
4 8 (25.00%) Machine Learning
5 7 (21.88%) ETL
6 6 (18.75%) Configuration Management
6 6 (18.75%) MapReduce
6 6 (18.75%) Software Engineering
7 5 (15.63%) Agile Software Development
7 5 (15.63%) Capacity Planning
7 5 (15.63%) Data Science
7 5 (15.63%) DevOps
7 5 (15.63%) Disaster Recovery
7 5 (15.63%) Load Balancing
7 5 (15.63%) Performance Tuning
7 5 (15.63%) Server Monitoring
8 3 (9.38%) Artificial Intelligence
8 3 (9.38%) Open Source
8 3 (9.38%) Visualisation
Programming Languages
1 23 (71.88%) Python
2 21 (65.63%) Java
3 20 (62.50%) Scala
4 19 (59.38%) SQL
5 7 (21.88%) PL/SQL
6 5 (15.63%) R
7 2 (6.25%) JavaScript
8 1 (3.13%) Bash Shell
8 1 (3.13%) C++
8 1 (3.13%) MATLAB
8 1 (3.13%) Perl
8 1 (3.13%) PHP
8 1 (3.13%) PowerShell
8 1 (3.13%) Ruby
8 1 (3.13%) Shell Script
Qualifications
1 5 (15.63%) Degree
2 2 (6.25%) Computer Science Degree
3 1 (3.13%) CEH
3 1 (3.13%) PhD
3 1 (3.13%) PMI Certification
3 1 (3.13%) TOGAF Certification
Quality Assurance & Compliance
1 10 (31.25%) MiFID
System Software
1 20 (62.50%) Apache ZooKeeper
2 10 (31.25%) Docker
3 6 (18.75%) Active Directory
4 5 (15.63%) HDFS
4 5 (15.63%) Virtual Machines
Systems Management
1 16 (50.00%) Hadoop YARN
2 11 (34.38%) Ansible
2 11 (34.38%) Oozie
3 10 (31.25%) Kibana
4 9 (28.13%) logstash
5 6 (18.75%) Puppet
6 1 (3.13%) Opscode Chef
6 1 (3.13%) Salt
Vendors
1 12 (37.50%) Hortonworks
2 10 (31.25%) Solace
2 10 (31.25%) Tableau
2 10 (31.25%) TIBCO
3 8 (25.00%) Oracle
4 5 (15.63%) Cloudera
4 5 (15.63%) SAP
5 3 (9.38%) Google
6 2 (6.25%) Platfora
7 1 (3.13%) Alteryx
7 1 (3.13%) Aspera
7 1 (3.13%) Axway
7 1 (3.13%) Cisco
7 1 (3.13%) Databricks
7 1 (3.13%) Informatica
7 1 (3.13%) Jitterbit
7 1 (3.13%) Microsoft
7 1 (3.13%) MuleSoft
7 1 (3.13%) Signiant
7 1 (3.13%) SnapLogic