Period
to 18 October 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 18 October 2018 with a comparison to the same period in the previous 2 years.

Apache Ambari
UK
6 months to
18 Oct 2018
Same period 2017 Same period 2016
Rank 1124 1152 1206
Rank change year-on-year +28 +54 +82
Permanent jobs citing Ambari 24 29 32
As % of all permanent IT jobs advertised in the UK 0.015% 0.017% 0.017%
As % of the Systems Management category 0.14% 0.18% 0.19%
Number of salaries quoted 15 16 27
UK median annual salary £82,500 £60,000 £55,000
Median salary % change year-on-year +37.50% +9.09% +22.22%
10th Percentile £43,160 £36,500 £49,750
90th Percentile £100,000 £108,750 £85,000
UK excluding London median annual salary £50,000 £37,000 £55,000
% change year-on-year +35.14% -32.73% +22.22%

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 17,383 15,771 17,104
As % of all permanent IT jobs advertised in the UK 10.57% 9.02% 8.92%
Number of salaries quoted 13,773 12,887 13,834
UK median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +2.84%
10th Percentile £32,000 £31,250 £31,250
90th Percentile £85,000 £82,500 £77,500
UK excluding London median annual salary £48,000 £45,000 £45,000
% change year-on-year +6.67% - +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 18 October 2018.

Salary histogram for Ambari in the UK

Ambari
Top 9 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 18 October 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 +31 24 £82,500 +37.50% 6
London +37 12 £90,000 +44.00% 2
UK excluding London +11 12 £50,000 +35.14% 4
East of England - 7 £44,400 -
North of England +9 2 £65,000 +75.68% 1
South East - 2 £53,750 - 3
Yorkshire - 2 £65,000 -
Midlands - 1 - -
West Midlands - 1 - -

For the 6 months to 18 October 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 23 (95.83%) Hadoop
2 20 (83.33%) Apache Hive
3 18 (75.00%) Analytics
4 17 (70.83%) Apache Spark
5 15 (62.50%) Big Data
5 15 (62.50%) Linux
6 13 (54.17%) SQL
6 13 (54.17%) Kafka
6 13 (54.17%) Hadoop YARN
7 12 (50.00%) Apache Zeppelin
7 12 (50.00%) HBase
7 12 (50.00%) Apache ZooKeeper
7 12 (50.00%) Oracle
7 12 (50.00%) Python
8 11 (45.83%) Apache Pig
8 11 (45.83%) Sqoop
9 10 (41.67%) HDFS
10 9 (37.50%) SAS
10 9 (37.50%) Unix
10 9 (37.50%) Finance
11 8 (33.33%) Scala
11 8 (33.33%) ETL
11 8 (33.33%) Power BI
11 8 (33.33%) MapReduce
12 7 (29.17%) Tableau
12 7 (29.17%) NoSQL
12 7 (29.17%) Performance Tuning
12 7 (29.17%) Server Monitoring
12 7 (29.17%) Virtual Machines
12 7 (29.17%) SparkR

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 17 (70.83%) Apache Spark
2 11 (45.83%) Apache Pig
3 9 (37.50%) SAS
4 7 (29.17%) Apache Solr
5 3 (12.50%) Apache
5 3 (12.50%) Elasticsearch
6 1 (4.17%) IBM Notes
Applications
1 4 (16.67%) MS Visio
2 1 (4.17%) Microsoft Excel
2 1 (4.17%) Microsoft PowerPoint
Cloud Services
1 3 (12.50%) Amazon AWS
1 3 (12.50%) Amazon EMR
1 3 (12.50%) Amazon S3
1 3 (12.50%) AWS Data Pipeline
1 3 (12.50%) AWS Lambda
1 3 (12.50%) Microsoft Azure
2 2 (8.33%) Google Analytics
3 1 (4.17%) Azure Data Factory
Communications & Networking
1 7 (29.17%) DNS
1 7 (29.17%) Firewall
1 7 (29.17%) Kerberos
1 7 (29.17%) SSL
1 7 (29.17%) TCP/IP
Database & Business Intelligence
1 23 (95.83%) Hadoop
2 20 (83.33%) Apache Hive
3 15 (62.50%) Big Data
4 12 (50.00%) Apache Zeppelin
4 12 (50.00%) HBase
5 11 (45.83%) Sqoop
6 8 (33.33%) Power BI
7 7 (29.17%) NoSQL
8 4 (16.67%) QlikView
8 4 (16.67%) SQL Server
9 3 (12.50%) Amazon DynamoDB
9 3 (12.50%) Amazon Redshift
9 3 (12.50%) Apache Cassandra
9 3 (12.50%) Data Warehouse
9 3 (12.50%) DataStax
9 3 (12.50%) Oracle ODI
9 3 (12.50%) Relational Database
9 3 (12.50%) Spark SQL
9 3 (12.50%) SQL Server Analysis Services
9 3 (12.50%) SQL Server Integration Services
Development Applications
1 7 (29.17%) Git (software)
General
1 9 (37.50%) Finance
2 7 (29.17%) Retail
3 3 (12.50%) Advertising
4 1 (4.17%) Banking
Job Titles
1 10 (41.67%) Administrator
1 10 (41.67%) Hadoop Administrator
2 7 (29.17%) Data Engineer
3 6 (25.00%) Big Data Engineer
4 5 (20.83%) Developer
5 3 (12.50%) Business Intelligence Developer
5 3 (12.50%) Data Administrator
6 2 (8.33%) Big Data Developer
6 2 (8.33%) Hadoop Engineer
7 1 (4.17%) Analyst
7 1 (4.17%) Big Data Software Engineer
7 1 (4.17%) Consultant
7 1 (4.17%) Data Analyst
7 1 (4.17%) Data Consultant
7 1 (4.17%) Data Scientist
7 1 (4.17%) Developer/Software Engineer
7 1 (4.17%) Insight Consultant
7 1 (4.17%) Senior Analyst
7 1 (4.17%) Senior Data Analyst
7 1 (4.17%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 13 (54.17%) Kafka
2 7 (29.17%) LDAP
2 7 (29.17%) SparkR
3 3 (12.50%) Elastic Stack
3 3 (12.50%) Middleware
3 3 (12.50%) Rendezvous
Miscellaneous
1 3 (12.50%) Analytical Skills
1 3 (12.50%) Data Structures
1 3 (12.50%) Fintech
2 2 (8.33%) Algorithms
3 1 (4.17%) Computer Science
3 1 (4.17%) Greenfield Project
Operating Systems
1 15 (62.50%) Linux
2 9 (37.50%) Unix
3 7 (29.17%) VMS
Processes & Methodologies
1 18 (75.00%) Analytics
2 8 (33.33%) ETL
2 8 (33.33%) MapReduce
3 7 (29.17%) Business Intelligence
3 7 (29.17%) Capacity Planning
3 7 (29.17%) Configuration Management
3 7 (29.17%) Disaster Recovery
3 7 (29.17%) Load Balancing
3 7 (29.17%) Performance Tuning
3 7 (29.17%) Server Monitoring
4 6 (25.00%) Visualisation
5 5 (20.83%) Data Engineering
6 4 (16.67%) Data Development
6 4 (16.67%) Data Modelling
6 4 (16.67%) Data Science
6 4 (16.67%) Data Visualisation
7 3 (12.50%) Agile Software Development
7 3 (12.50%) Data Analytics
7 3 (12.50%) Data Transformation
7 3 (12.50%) Reverse Engineering
Programming Languages
1 13 (54.17%) SQL
2 12 (50.00%) Python
3 8 (33.33%) Scala
4 7 (29.17%) Java
5 5 (20.83%) R
6 2 (8.33%) JavaScript
7 1 (4.17%) PL/SQL
Qualifications
1 3 (12.50%) Degree
2 1 (4.17%) Computer Science Degree
Quality Assurance & Compliance
1 3 (12.50%) MiFID
System Software
1 12 (50.00%) Apache ZooKeeper
2 10 (41.67%) HDFS
3 7 (29.17%) Active Directory
3 7 (29.17%) Virtual Machines
4 3 (12.50%) Docker
5 1 (4.17%) Apache Flume
Systems Management
1 13 (54.17%) Hadoop YARN
2 7 (29.17%) Oozie
2 7 (29.17%) Puppet
3 3 (12.50%) Ansible
3 3 (12.50%) Kibana
3 3 (12.50%) logstash
Vendors
1 12 (50.00%) Oracle
2 7 (29.17%) SAP
2 7 (29.17%) Tableau
3 6 (25.00%) Hortonworks
4 3 (12.50%) Cognos
4 3 (12.50%) Solace
4 3 (12.50%) TIBCO
4 3 (12.50%) WorldPay
5 2 (8.33%) Google
5 2 (8.33%) Platfora
6 1 (4.17%) Cloudera
6 1 (4.17%) Lotus