Period
to 13 November 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 13 November 2018 with a comparison to the same period in the previous 2 years.

Apache Ambari
UK > England
6 months to
13 Nov 2018
Same period 2017 Same period 2016
Rank 1096 1144 1172
Rank change year-on-year +48 +28 +92
Permanent jobs citing Ambari 25 26 38
As % of all permanent IT jobs advertised in England 0.016% 0.015% 0.021%
As % of the Systems Management category 0.15% 0.17% 0.24%
Number of salaries quoted 19 17 32
England median annual salary £85,000 £60,000 £55,000
Median salary % change year-on-year +41.67% +9.09% -8.33%
10th Percentile £45,220 £36,500 £49,750
90th Percentile £100,000 £108,000 £85,000
UK median annual salary £85,000 £60,000 £55,000
% change year-on-year +41.67% +9.09% -8.33%

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 16,537 15,027 15,940
As % of all permanent IT jobs advertised in England 10.91% 8.92% 8.97%
Number of salaries quoted 13,138 12,456 13,021
England median annual salary £55,000 £54,000 £50,000
Median salary % change year-on-year +1.85% +8.00% -
10th Percentile £32,500 £31,250 £31,250
90th Percentile £86,250 £82,500 £78,750
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

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 13 November 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 13 November 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 +61 13 £90,000 +38.46% 5
East of England - 7 £44,400 -
North of England +30 2 £65,000 +34.02%
Yorkshire - 2 £65,000 -
South East - 2 £53,750 - 2
West Midlands - 1 - -
Midlands - 1 - -
Ambari
UK

For the 6 months to 13 November 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 24 (96.00%) Hadoop
2 21 (84.00%) Apache Hive
2 21 (84.00%) Apache Spark
3 18 (72.00%) Linux
4 17 (68.00%) Kafka
5 16 (64.00%) Big Data
5 16 (64.00%) Apache ZooKeeper
5 16 (64.00%) Hadoop YARN
5 16 (64.00%) Apache Zeppelin
6 15 (60.00%) Analytics
7 14 (56.00%) SQL
8 13 (52.00%) Python
9 12 (48.00%) Scala
9 12 (48.00%) Finance
9 12 (48.00%) Apache Pig
10 11 (44.00%) NoSQL
10 11 (44.00%) Java
11 10 (40.00%) HBase
12 9 (36.00%) Sqoop
12 9 (36.00%) Hortonworks
12 9 (36.00%) Power BI
12 9 (36.00%) Oracle
12 9 (36.00%) Unix
12 9 (36.00%) SAS
13 8 (32.00%) Data Modelling
13 8 (32.00%) MapReduce
13 8 (32.00%) Oozie
14 7 (28.00%) Performance Tuning
14 7 (28.00%) Server Monitoring
14 7 (28.00%) HDFS

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 21 (84.00%) Apache Spark
2 12 (48.00%) Apache Pig
3 9 (36.00%) SAS
4 7 (28.00%) Apache Solr
5 6 (24.00%) Elasticsearch
6 4 (16.00%) Apache
7 1 (4.00%) IBM Notes
Applications
1 1 (4.00%) Microsoft Excel
1 1 (4.00%) Microsoft PowerPoint
1 1 (4.00%) MS Visio
Cloud Services
1 7 (28.00%) Amazon AWS
2 6 (24.00%) Amazon EMR
2 6 (24.00%) Amazon S3
2 6 (24.00%) AWS Data Pipeline
2 6 (24.00%) AWS Lambda
3 4 (16.00%) Microsoft Azure
4 2 (8.00%) Google Analytics
5 1 (4.00%) Azure Data Factory
5 1 (4.00%) Google Cloud Platform
Communications & Networking
1 7 (28.00%) DNS
1 7 (28.00%) Firewall
1 7 (28.00%) Kerberos
1 7 (28.00%) SSL
1 7 (28.00%) TCP/IP
Database & Business Intelligence
1 24 (96.00%) Hadoop
2 21 (84.00%) Apache Hive
3 16 (64.00%) Apache Zeppelin
3 16 (64.00%) Big Data
4 11 (44.00%) NoSQL
5 10 (40.00%) HBase
6 9 (36.00%) Power BI
6 9 (36.00%) Sqoop
7 6 (24.00%) Amazon DynamoDB
7 6 (24.00%) Amazon Redshift
7 6 (24.00%) Apache Cassandra
7 6 (24.00%) DataStax
7 6 (24.00%) Spark SQL
8 5 (20.00%) QlikView
9 3 (12.00%) Relational Database
10 2 (8.00%) Mixpanel
10 2 (8.00%) SAS Visual Analytics
11 1 (4.00%) Impala
11 1 (4.00%) MongoDB
11 1 (4.00%) Oracle Database
Development Applications
1 7 (28.00%) Git (software)
General
1 12 (48.00%) Finance
2 7 (28.00%) Retail
3 3 (12.00%) Advertising
4 1 (4.00%) Banking
4 1 (4.00%) Law
4 1 (4.00%) Military
Job Titles
1 11 (44.00%) Data Engineer
2 10 (40.00%) Administrator
2 10 (40.00%) Big Data Engineer
2 10 (40.00%) Hadoop Administrator
3 6 (24.00%) Hadoop Engineer
4 3 (12.00%) Data Administrator
5 2 (8.00%) Big Data Developer
5 2 (8.00%) Developer
6 1 (4.00%) Analyst
6 1 (4.00%) Big Data Software Engineer
6 1 (4.00%) Consultant
6 1 (4.00%) Data Analyst
6 1 (4.00%) Data Consultant
6 1 (4.00%) Data Scientist
6 1 (4.00%) Developer/Software Engineer
6 1 (4.00%) Insight Consultant
6 1 (4.00%) Senior Analyst
6 1 (4.00%) Senior Data Analyst
6 1 (4.00%) Senior Data Engineer
6 1 (4.00%) Software Engineer
Libraries, Frameworks & Software Standards
1 17 (68.00%) Kafka
2 7 (28.00%) LDAP
2 7 (28.00%) SparkR
3 6 (24.00%) Elastic Stack
3 6 (24.00%) Middleware
3 6 (24.00%) Rendezvous
Miscellaneous
1 3 (12.00%) Analytical Skills
2 2 (8.00%) Algorithms
3 1 (4.00%) Computer Science
3 1 (4.00%) Greenfield Project
Operating Systems
1 18 (72.00%) Linux
2 9 (36.00%) Unix
3 7 (28.00%) VMS
Processes & Methodologies
1 15 (60.00%) Analytics
2 8 (32.00%) Data Modelling
2 8 (32.00%) MapReduce
3 7 (28.00%) Capacity Planning
3 7 (28.00%) Configuration Management
3 7 (28.00%) Disaster Recovery
3 7 (28.00%) Load Balancing
3 7 (28.00%) Performance Tuning
3 7 (28.00%) Server Monitoring
4 6 (24.00%) Data Engineering
5 5 (20.00%) ETL
6 4 (16.00%) Business Intelligence
6 4 (16.00%) Data Science
7 3 (12.00%) Agile Software Development
7 3 (12.00%) Data Analytics
7 3 (12.00%) Visualisation
8 2 (8.00%) Big Data Analytics
8 2 (8.00%) Data Management
8 2 (8.00%) Open Source
8 2 (8.00%) Visual Analytics
Programming Languages
1 14 (56.00%) SQL
2 13 (52.00%) Python
3 12 (48.00%) Scala
4 11 (44.00%) Java
5 2 (8.00%) JavaScript
5 2 (8.00%) PL/SQL
5 2 (8.00%) R
Qualifications
1 3 (12.00%) Degree
2 1 (4.00%) Computer Science Degree
Quality Assurance & Compliance
1 6 (24.00%) MiFID
System Software
1 16 (64.00%) Apache ZooKeeper
2 7 (28.00%) Active Directory
2 7 (28.00%) HDFS
2 7 (28.00%) Virtual Machines
3 6 (24.00%) Docker
4 1 (4.00%) Apache Flume
Systems Management
1 16 (64.00%) Hadoop YARN
2 8 (32.00%) Oozie
3 7 (28.00%) Puppet
4 6 (24.00%) Ansible
4 6 (24.00%) Kibana
4 6 (24.00%) logstash
Vendors
1 9 (36.00%) Hortonworks
1 9 (36.00%) Oracle
2 7 (28.00%) SAP
3 6 (24.00%) Solace
3 6 (24.00%) TIBCO
4 5 (20.00%) Tableau
5 2 (8.00%) Cloudera
5 2 (8.00%) Google
5 2 (8.00%) Platfora
6 1 (4.00%) Lotus