Period
to 24 March 2019

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 24 March 2019 with a comparison to the same period in the previous 2 years.

Apache Ambari
UK
6 months to
24 Mar 2019
Same period 2018 Same period 2017
Rank 1020 1170 1146
Rank change year-on-year +150 -24 +118
Permanent jobs citing Ambari 81 36 35
As % of all permanent IT jobs advertised in the UK 0.055% 0.020% 0.020%
As % of the Systems Management category 0.47% 0.21% 0.23%
Number of salaries quoted 69 16 16
UK median annual salary £80,000 £60,000 £65,000
Median salary % change year-on-year +33.33% -7.69% +16.59%
10th Percentile £67,250 £34,500 £49,750
90th Percentile £110,000 £83,125 £76,250
UK excluding London median annual salary £65,000 £60,000 £51,500
% change year-on-year +8.33% +16.50% -

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 17,367 17,070 15,235
As % of all permanent IT jobs advertised in the UK 11.71% 9.65% 8.79%
Number of salaries quoted 13,589 13,656 12,279
UK median annual salary £57,500 £53,250 £52,500
Median salary % change year-on-year +7.98% +1.43% +5.00%
10th Percentile £32,500 £31,250 £31,200
90th Percentile £88,750 £83,750 £80,000
UK excluding London median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% +4.65%

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 24 March 2019.

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 24 March 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
England +136 75 £80,000 +33.33% 3
London +112 67 £80,000 +10.34% 3
UK excluding London +72 14 £65,000 +8.33%
Scotland - 6 £65,000 -
South East - 5 £45,000 -
South West - 2 £90,000 -
North of England +42 1 £90,000 +50.00%
North West +37 1 £90,000 +50.00%
East of England - 1 - -

For the 6 months to 24 March 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 with a requirement for Ambari.

1 78 (96.30%) Python
2 75 (92.59%) Big Data
3 71 (87.65%) Hadoop
4 68 (83.95%) Java
5 61 (75.31%) Scala
6 57 (70.37%) SQL
7 56 (69.14%) Data Modelling
7 56 (69.14%) Kafka
8 55 (67.90%) NoSQL
9 51 (62.96%) Apache Hive
9 51 (62.96%) Apache Spark
10 46 (56.79%) Power BI
11 44 (54.32%) Business Intelligence
12 35 (43.21%) Analytical Skills
13 33 (40.74%) ETL
14 28 (34.57%) Linux
14 28 (34.57%) DevOps
15 27 (33.33%) Ansible
16 26 (32.10%) Apache Zeppelin
17 25 (30.86%) Amazon AWS
17 25 (30.86%) Machine Learning
17 25 (30.86%) Tableau
17 25 (30.86%) Visualisation
18 24 (29.63%) Software Engineering
18 24 (29.63%) Apache Cassandra
18 24 (29.63%) Apache ZooKeeper
18 24 (29.63%) Analytics
19 23 (28.40%) Apache Pig
19 23 (28.40%) Data Visualisation
19 23 (28.40%) QlikView

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 51 (62.96%) Apache Spark
2 23 (28.40%) Apache Pig
3 17 (20.99%) Apache
4 10 (12.35%) Elasticsearch
5 4 (4.94%) SAS
6 3 (3.70%) Apache Solr
7 2 (2.47%) Jupyter
Applications
1 3 (3.70%) Microsoft Excel
1 3 (3.70%) Microsoft PowerPoint
1 3 (3.70%) MS Visio
2 2 (2.47%) SPSS
Cloud Services
1 25 (30.86%) Amazon AWS
2 18 (22.22%) Microsoft Azure
3 14 (17.28%) Google Cloud Platform
4 11 (13.58%) Google Analytics
5 10 (12.35%) AWS Lambda
6 9 (11.11%) Amazon EMR
6 9 (11.11%) Amazon S3
6 9 (11.11%) AWS Data Pipeline
7 3 (3.70%) IaaS
7 3 (3.70%) PaaS
7 3 (3.70%) SaaS
8 2 (2.47%) Apigee
8 2 (2.47%) Azure Active Directory
8 2 (2.47%) Azure Data Factory
8 2 (2.47%) Azure Machine Learning
8 2 (2.47%) Boomi
8 2 (2.47%) Data Lake Analytics
8 2 (2.47%) GitHub
8 2 (2.47%) iPaaS
8 2 (2.47%) Office 365
Communications & Networking
1 10 (12.35%) Firewall
2 7 (8.64%) HTTP
2 7 (8.64%) TCP/IP
3 6 (7.41%) Network Security
3 6 (7.41%) SSH
4 2 (2.47%) SSL
5 1 (1.23%) DNS
5 1 (1.23%) HTTPS
5 1 (1.23%) Kerberos
5 1 (1.23%) VPN
Database & Business Intelligence
1 75 (92.59%) Big Data
2 71 (87.65%) Hadoop
3 55 (67.90%) NoSQL
4 51 (62.96%) Apache Hive
5 46 (56.79%) Power BI
6 26 (32.10%) Apache Zeppelin
7 24 (29.63%) Apache Cassandra
8 23 (28.40%) Data Warehouse
8 23 (28.40%) QlikView
9 19 (23.46%) HBase
10 18 (22.22%) Sqoop
11 17 (20.99%) MongoDB
12 13 (16.05%) Relational Database
13 10 (12.35%) Amazon Redshift
13 10 (12.35%) DataStax
13 10 (12.35%) Spark SQL
14 9 (11.11%) Amazon DynamoDB
15 6 (7.41%) Mixpanel
16 3 (3.70%) Data Lake
16 3 (3.70%) SAS Visual Analytics
Development Applications
1 15 (18.52%) Git (software)
2 10 (12.35%) Jenkins
3 8 (9.88%) Artifactory
4 6 (7.41%) Atlassian Bamboo
4 6 (7.41%) Robot Framework
4 6 (7.41%) Selenium
5 2 (2.47%) ER Studio
5 2 (2.47%) ERwin
5 2 (2.47%) Maven
5 2 (2.47%) Visual Studio Team System
General
1 19 (23.46%) Finance
2 14 (17.28%) Law
2 14 (17.28%) Military
3 4 (4.94%) Banking
4 3 (3.70%) Private Banking
4 3 (3.70%) Retail Banking
5 1 (1.23%) Advertising
5 1 (1.23%) Legal
5 1 (1.23%) Retail
Job Titles
1 43 (53.09%) Data Engineer
2 41 (50.62%) Big Data Engineer
3 35 (43.21%) Hadoop Engineer
4 10 (12.35%) Administrator
5 9 (11.11%) Data Administrator
6 6 (7.41%) Open Source Engineer
6 6 (7.41%) Software Engineer
7 5 (6.17%) Analyst
7 5 (6.17%) Developer
8 3 (3.70%) Automation Engineer
8 3 (3.70%) Big Data Developer
8 3 (3.70%) Senior Analyst
9 2 (2.47%) Business Intelligence Lead
9 2 (2.47%) Data Scientist
9 2 (2.47%) Hadoop Administrator
9 2 (2.47%) Linux Scripter
9 2 (2.47%) Power BI Developer
9 2 (2.47%) SQL BI Developer
9 2 (2.47%) SQL Developer
9 2 (2.47%) Team Leader
Libraries, Frameworks & Software Standards
1 56 (69.14%) Kafka
2 22 (27.16%) Apache NiFi
3 10 (12.35%) Middleware
4 9 (11.11%) Elastic Stack
4 9 (11.11%) Rendezvous
5 4 (4.94%) CGI
6 3 (3.70%) OAuth
6 3 (3.70%) SAML
7 2 (2.47%) .NET
7 2 (2.47%) Anaconda
7 2 (2.47%) Apache Tez
7 2 (2.47%) D3.js
7 2 (2.47%) LDAP
7 2 (2.47%) Natural Language Processing
7 2 (2.47%) OpenID
7 2 (2.47%) TensorFlow
8 1 (1.23%) PySpark
8 1 (1.23%) SparkR
Miscellaneous
1 35 (43.21%) Analytical Skills
2 6 (7.41%) Linux Command Line
3 5 (6.17%) Management Information System
4 2 (2.47%) PMI
4 2 (2.47%) Public Cloud
4 2 (2.47%) Virtual Team
5 1 (1.23%) Data Centre
5 1 (1.23%) Linked Data
Operating Systems
1 28 (34.57%) Linux
2 8 (9.88%) Unix
3 6 (7.41%) CentOS
3 6 (7.41%) Debian
3 6 (7.41%) Red Hat Enterprise Linux
3 6 (7.41%) Ubuntu
4 1 (1.23%) VMS
Processes & Methodologies
1 56 (69.14%) Data Modelling
2 44 (54.32%) Business Intelligence
3 33 (40.74%) ETL
4 28 (34.57%) DevOps
5 25 (30.86%) Machine Learning
5 25 (30.86%) Visualisation
6 24 (29.63%) Analytics
6 24 (29.63%) Software Engineering
7 23 (28.40%) Data Visualisation
8 22 (27.16%) Data Engineering
9 13 (16.05%) Open Source
10 9 (11.11%) Big Data Analytics
10 9 (11.11%) Data Analytics
10 9 (11.11%) Data Science
11 8 (9.88%) Use Case
12 7 (8.64%) Continuous Integration
13 6 (7.41%) Artificial Intelligence
13 6 (7.41%) Test Automation
13 6 (7.41%) Web Analytics
13 6 (7.41%) Web Development
Programming Languages
1 78 (96.30%) Python
2 68 (83.95%) Java
3 61 (75.31%) Scala
4 57 (70.37%) SQL
5 19 (23.46%) PL/SQL
6 16 (19.75%) Bash Shell
7 9 (11.11%) R
8 8 (9.88%) C++
8 8 (9.88%) JavaScript
9 6 (7.41%) MATLAB
10 2 (2.47%) Perl
10 2 (2.47%) PHP
10 2 (2.47%) PowerShell
10 2 (2.47%) Ruby
11 1 (1.23%) Shell Script
Qualifications
1 18 (22.22%) Degree
2 10 (12.35%) Computer Science Degree
3 6 (7.41%) Security Cleared
4 2 (2.47%) CEH
4 2 (2.47%) PMI Certification
4 2 (2.47%) SC Cleared
4 2 (2.47%) TOGAF Certification
5 1 (1.23%) PhD
Quality Assurance & Compliance
1 10 (12.35%) MiFID
2 1 (1.23%) ISO/IEC 27001
System Software
1 24 (29.63%) Apache ZooKeeper
2 18 (22.22%) Docker
3 3 (3.70%) Active Directory
4 2 (2.47%) HDFS
5 1 (1.23%) Virtual Machines
Systems Management
1 27 (33.33%) Ansible
2 20 (24.69%) Hadoop YARN
3 17 (20.99%) Oozie
4 10 (12.35%) Kibana
5 9 (11.11%) logstash
6 6 (7.41%) SELinux
7 3 (3.70%) Puppet
8 2 (2.47%) Opscode Chef
8 2 (2.47%) Salt
9 1 (1.23%) Single Sign-On
9 1 (1.23%) Terraform
Vendors
1 25 (30.86%) Tableau
2 19 (23.46%) Hortonworks
3 15 (18.52%) Cloudera
4 11 (13.58%) Google
4 11 (13.58%) TIBCO
5 10 (12.35%) Solace
6 8 (9.88%) VMware
7 6 (7.41%) Oracle
8 3 (3.70%) Platfora
9 2 (2.47%) Alteryx
9 2 (2.47%) Aspera
9 2 (2.47%) Axway
9 2 (2.47%) Cisco
9 2 (2.47%) Informatica
9 2 (2.47%) Jitterbit
9 2 (2.47%) Microsoft
9 2 (2.47%) MuleSoft
9 2 (2.47%) Red Hat
9 2 (2.47%) Signiant
9 2 (2.47%) SnapLogic