Period
to 19 February 2019

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 19 February 2019 with a comparison to the same period in the previous 2 years.

Apache Ambari
UK > England
6 months to
19 Feb 2019
Same period 2018 Same period 2017
Rank 1050 1140 1144
Rank change year-on-year +90 +4 +106
Permanent jobs citing Ambari 39 35 21
As % of all permanent IT jobs advertised in England 0.028% 0.021% 0.013%
As % of the Systems Management category 0.24% 0.23% 0.14%
Number of salaries quoted 31 19 17
England median annual salary £85,000 £60,000 £60,000
Median salary % change year-on-year +41.67% - -7.69%
10th Percentile £66,250 £32,500 £49,750
90th Percentile £102,500 £90,500 £75,500
UK median annual salary £82,500 £60,000 £60,000
% change year-on-year +37.50% - -7.69%

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 16,249 15,213 14,547
As % of all permanent IT jobs advertised in England 11.54% 9.26% 8.89%
Number of salaries quoted 12,773 12,441 11,872
England median annual salary £57,500 £55,000 £52,500
Median salary % change year-on-year +4.55% +4.76% +5.00%
10th Percentile £32,750 £31,250 £31,250
90th Percentile £88,750 £82,500 £80,000
UK median annual salary £57,500 £52,500 £51,750
% change year-on-year +9.52% +1.45% +3.50%

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 19 February 2019.

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 19 February 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
London +44 33 £85,000 +11.48% 11
East of England - 5 - -
North of England +37 1 £47,500 +28.38%
Yorkshire - 1 £47,500 -
Ambari
UK

For the 6 months to 19 February 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 England region with a requirement for Ambari.

1 36 (92.31%) Apache Hive
1 36 (92.31%) Apache Spark
2 33 (84.62%) Kafka
2 33 (84.62%) Hadoop
3 30 (76.92%) Python
3 30 (76.92%) Big Data
4 27 (69.23%) Apache Zeppelin
4 27 (69.23%) SQL
5 25 (64.10%) Java
5 25 (64.10%) Apache ZooKeeper
6 24 (61.54%) Linux
6 24 (61.54%) NoSQL
7 23 (58.97%) Scala
8 22 (56.41%) Amazon AWS
9 21 (53.85%) Apache Cassandra
9 21 (53.85%) Data Modelling
10 20 (51.28%) HBase
10 20 (51.28%) Hadoop YARN
11 19 (48.72%) Apache Pig
11 19 (48.72%) Sqoop
11 19 (48.72%) Power BI
12 18 (46.15%) Oozie
13 17 (43.59%) Ansible
13 17 (43.59%) Hortonworks
13 17 (43.59%) Analytics
13 17 (43.59%) Microsoft Azure
14 16 (41.03%) DevOps
15 15 (38.46%) Apache NiFi
15 15 (38.46%) Tableau
16 14 (35.90%) MongoDB

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 36 (92.31%) Apache Spark
2 19 (48.72%) Apache Pig
3 14 (35.90%) Apache
4 10 (25.64%) Elasticsearch
5 7 (17.95%) Apache Solr
6 6 (15.38%) SAS
7 2 (5.13%) Jupyter
8 1 (2.56%) IBM Notes
Applications
1 2 (5.13%) SPSS
2 1 (2.56%) Microsoft Excel
2 1 (2.56%) Microsoft PowerPoint
2 1 (2.56%) MS Visio
Cloud Services
1 22 (56.41%) Amazon AWS
2 17 (43.59%) Microsoft Azure
3 11 (28.21%) Google Cloud Platform
4 10 (25.64%) AWS Lambda
5 9 (23.08%) Amazon EMR
5 9 (23.08%) Amazon S3
5 9 (23.08%) AWS Data Pipeline
6 3 (7.69%) Azure Data Factory
6 3 (7.69%) IaaS
6 3 (7.69%) PaaS
6 3 (7.69%) SaaS
7 2 (5.13%) Apigee
7 2 (5.13%) Azure Active Directory
7 2 (5.13%) Azure Machine Learning
7 2 (5.13%) Boomi
7 2 (5.13%) Data Lake Analytics
7 2 (5.13%) GitHub
7 2 (5.13%) iPaaS
7 2 (5.13%) Office 365
8 1 (2.56%) Cloud Computing
Communications & Networking
1 8 (20.51%) Firewall
2 6 (15.38%) SSL
3 5 (12.82%) DNS
3 5 (12.82%) Kerberos
3 5 (12.82%) TCP/IP
4 1 (2.56%) HTTP
4 1 (2.56%) HTTPS
4 1 (2.56%) VPN
Database & Business Intelligence
1 36 (92.31%) Apache Hive
2 33 (84.62%) Hadoop
3 30 (76.92%) Big Data
4 27 (69.23%) Apache Zeppelin
5 24 (61.54%) NoSQL
6 21 (53.85%) Apache Cassandra
7 20 (51.28%) HBase
8 19 (48.72%) Power BI
8 19 (48.72%) Sqoop
9 14 (35.90%) MongoDB
10 13 (33.33%) QlikView
11 10 (25.64%) Amazon Redshift
11 10 (25.64%) DataStax
11 10 (25.64%) Spark SQL
12 9 (23.08%) Amazon DynamoDB
13 8 (20.51%) Relational Database
14 3 (7.69%) SQL Server Integration Services
15 2 (5.13%) Microsoft Analysis Services
15 2 (5.13%) Spotfire
15 2 (5.13%) SQL Server Analysis Services
Development Applications
1 9 (23.08%) Git (software)
2 6 (15.38%) Jenkins
3 4 (10.26%) Artifactory
4 2 (5.13%) ER Studio
4 2 (5.13%) ERwin
4 2 (5.13%) Maven
4 2 (5.13%) Visual Studio Team System
General
1 14 (35.90%) Finance
2 11 (28.21%) Law
2 11 (28.21%) Military
3 5 (12.82%) Retail
4 3 (7.69%) Advertising
5 1 (2.56%) Legal
Job Titles
1 19 (48.72%) Big Data Engineer
1 19 (48.72%) Data Engineer
2 18 (46.15%) Hadoop Engineer
3 12 (30.77%) Administrator
4 8 (20.51%) Hadoop Administrator
5 7 (17.95%) Data Administrator
6 3 (7.69%) Big Data Developer
6 3 (7.69%) Developer
7 2 (5.13%) Architect
7 2 (5.13%) Data Architect
8 1 (2.56%) Analyst
8 1 (2.56%) Data Analyst
8 1 (2.56%) DevOps Engineer
8 1 (2.56%) Senior Analyst
8 1 (2.56%) Senior Data Analyst
8 1 (2.56%) Senior DevOps
8 1 (2.56%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 33 (84.62%) Kafka
2 15 (38.46%) Apache NiFi
3 10 (25.64%) Middleware
4 9 (23.08%) Elastic Stack
4 9 (23.08%) Rendezvous
5 6 (15.38%) LDAP
6 5 (12.82%) SparkR
7 3 (7.69%) OAuth
7 3 (7.69%) SAML
8 2 (5.13%) .NET
8 2 (5.13%) Anaconda
8 2 (5.13%) Apache Tez
8 2 (5.13%) D3.js
8 2 (5.13%) Natural Language Processing
8 2 (5.13%) OpenID
8 2 (5.13%) TensorFlow
9 1 (2.56%) PySpark
Miscellaneous
1 2 (5.13%) Management Information System
1 2 (5.13%) PMI
1 2 (5.13%) Public Cloud
1 2 (5.13%) Virtual Team
2 1 (2.56%) Analytical Skills
2 1 (2.56%) Data Centre
2 1 (2.56%) Linked Data
Operating Systems
1 24 (61.54%) Linux
2 6 (15.38%) Unix
3 5 (12.82%) VMS
Processes & Methodologies
1 21 (53.85%) Data Modelling
2 17 (43.59%) Analytics
3 16 (41.03%) DevOps
4 14 (35.90%) Machine Learning
5 13 (33.33%) Data Engineering
5 13 (33.33%) Software Engineering
6 12 (30.77%) Business Intelligence
7 8 (20.51%) Configuration Management
8 7 (17.95%) Data Analytics
8 7 (17.95%) ETL
8 7 (17.95%) MapReduce
9 6 (15.38%) Agile Software Development
9 6 (15.38%) Big Data Analytics
9 6 (15.38%) Load Balancing
10 5 (12.82%) Capacity Planning
10 5 (12.82%) Disaster Recovery
10 5 (12.82%) Performance Tuning
10 5 (12.82%) Server Monitoring
11 4 (10.26%) Use Case
12 3 (7.69%) Artificial Intelligence
Programming Languages
1 30 (76.92%) Python
2 27 (69.23%) SQL
3 25 (64.10%) Java
4 23 (58.97%) Scala
5 12 (30.77%) PL/SQL
6 6 (15.38%) Bash Shell
7 4 (10.26%) R
8 2 (5.13%) C++
8 2 (5.13%) JavaScript
8 2 (5.13%) Perl
8 2 (5.13%) PHP
8 2 (5.13%) PowerShell
8 2 (5.13%) Ruby
9 1 (2.56%) Shell Script
Qualifications
1 7 (17.95%) Degree
2 6 (15.38%) Computer Science Degree
3 2 (5.13%) CEH
3 2 (5.13%) PMI Certification
3 2 (5.13%) TOGAF Certification
4 1 (2.56%) PhD
Quality Assurance & Compliance
1 10 (25.64%) MiFID
2 1 (2.56%) ISO/IEC 27001
System Software
1 25 (64.10%) Apache ZooKeeper
2 14 (35.90%) Docker
3 7 (17.95%) Active Directory
4 6 (15.38%) HDFS
5 5 (12.82%) Virtual Machines
Systems Management
1 20 (51.28%) Hadoop YARN
2 18 (46.15%) Oozie
3 17 (43.59%) Ansible
4 10 (25.64%) Kibana
5 9 (23.08%) logstash
6 7 (17.95%) Puppet
7 2 (5.13%) Opscode Chef
7 2 (5.13%) Salt
8 1 (2.56%) Single Sign-On
8 1 (2.56%) Terraform
Vendors
1 17 (43.59%) Hortonworks
2 15 (38.46%) Tableau
3 12 (30.77%) Cloudera
4 11 (28.21%) TIBCO
5 10 (25.64%) Solace
6 6 (15.38%) Oracle
7 5 (12.82%) SAP
8 4 (10.26%) VMware
9 2 (5.13%) Alteryx
9 2 (5.13%) Aspera
9 2 (5.13%) Axway
9 2 (5.13%) Cisco
9 2 (5.13%) Databricks
9 2 (5.13%) Informatica
9 2 (5.13%) Jitterbit
9 2 (5.13%) Microsoft
9 2 (5.13%) MuleSoft
9 2 (5.13%) Red Hat
9 2 (5.13%) Signiant
9 2 (5.13%) SnapLogic