Period
to 18 July 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 18 July 2019 with a comparison to the same period in the previous 2 years.

Apache Ambari
UK
6 months to
18 Jul 2019
Same period 2018 Same period 2017
Rank 996 1172 1192
Rank change year-on-year +176 +20 +70
Permanent jobs citing Ambari 79 39 24
As % of all permanent IT jobs advertised in the UK 0.054% 0.022% 0.014%
As % of the Systems Management category 0.43% 0.22% 0.15%
Number of salaries quoted 75 16 14
UK median annual salary £80,000 £60,000 £65,000
Median salary % change year-on-year +33.33% -7.69% +18.18%
10th Percentile £67,500 £36,800 £55,000
90th Percentile £110,000 £88,125 £95,250
UK excluding London median annual salary £59,550 £60,000 -
% change year-on-year -0.75% - -

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 18,499 17,892 15,810
As % of all permanent IT jobs advertised in the UK 12.75% 10.25% 8.90%
Number of salaries quoted 14,109 14,127 12,756
UK median annual salary £57,500 £55,000 £52,500
Median salary % change year-on-year +4.55% +4.76% +5.00%
10th Percentile £32,500 £31,250 £30,000
90th Percentile £90,000 £85,000 £82,500
UK excluding London median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% +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 July 2019.

Salary histogram for Ambari in the UK

Ambari
Top 8 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 July 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 +145 77 £80,000 +33.33% 3
London +135 65 £80,000 -11.11% 3
UK excluding London +71 14 £59,550 -0.75%
South East +43 6 £46,250 -13.95%
South West +19 6 £75,500 -
North of England +17 2 £90,000 +9.09%
Scotland - 2 - -
North West - 2 £90,000 -

For the 6 months to 18 July 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 79 (100.00%) Python
2 74 (93.67%) Big Data
3 63 (79.75%) Hadoop
4 61 (77.22%) SQL
5 60 (75.95%) Java
6 57 (72.15%) Kafka
7 53 (67.09%) Scala
8 50 (63.29%) Business Intelligence
9 49 (62.03%) Data Modelling
10 47 (59.49%) Apache Hive
10 47 (59.49%) NoSQL
10 47 (59.49%) Apache Spark
10 47 (59.49%) Power BI
10 47 (59.49%) Power Platform
11 40 (50.63%) Analytical Skills
12 34 (43.04%) DevOps
12 34 (43.04%) ETL
13 27 (34.18%) Analytics
14 26 (32.91%) Ansible
14 26 (32.91%) Bash Shell
14 26 (32.91%) Linux
15 25 (31.65%) Data Warehouse
15 25 (31.65%) Data Visualisation
15 25 (31.65%) Visualisation
16 24 (30.38%) Tableau
16 24 (30.38%) QlikView
16 24 (30.38%) Data Engineering
16 24 (30.38%) Software Engineering
17 23 (29.11%) Git (software)
18 22 (27.85%) Machine Learning

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 47 (59.49%) Apache Spark
2 15 (18.99%) Apache
2 15 (18.99%) Apache Pig
3 2 (2.53%) SAS
Applications
1 2 (2.53%) Microsoft Excel
1 2 (2.53%) Microsoft PowerPoint
1 2 (2.53%) MS Visio
Cloud Services
1 47 (59.49%) Power Platform
2 13 (16.46%) Amazon AWS
2 13 (16.46%) Google Cloud Platform
2 13 (16.46%) Microsoft Azure
3 11 (13.92%) Google Analytics
Communications & Networking
1 7 (8.86%) Firewall
1 7 (8.86%) HTTP
1 7 (8.86%) Network Security
1 7 (8.86%) SSH
1 7 (8.86%) TCP/IP
2 2 (2.53%) Kerberos
2 2 (2.53%) SSL
Database & Business Intelligence
1 74 (93.67%) Big Data
2 63 (79.75%) Hadoop
3 47 (59.49%) Apache Hive
3 47 (59.49%) NoSQL
3 47 (59.49%) Power BI
4 25 (31.65%) Data Warehouse
5 24 (30.38%) QlikView
6 21 (26.58%) Relational Database
7 16 (20.25%) HBase
8 15 (18.99%) Apache Zeppelin
9 13 (16.46%) Apache Cassandra
9 13 (16.46%) MongoDB
9 13 (16.46%) Sqoop
10 9 (11.39%) Mixpanel
11 2 (2.53%) SAS Visual Analytics
Development Applications
1 23 (29.11%) Git (software)
2 16 (20.25%) Artifactory
2 16 (20.25%) Jenkins
3 7 (8.86%) Atlassian Bamboo
3 7 (8.86%) Robot Framework
3 7 (8.86%) Selenium
General
1 13 (16.46%) Law
2 10 (12.66%) Finance
3 2 (2.53%) Banking
3 2 (2.53%) Games
3 2 (2.53%) Private Banking
3 2 (2.53%) Retail Banking
Job Titles
1 40 (50.63%) Data Engineer
2 37 (46.84%) Big Data Engineer
3 29 (36.71%) Hadoop Engineer
4 13 (16.46%) Administrator
5 10 (12.66%) Data Administrator
6 7 (8.86%) Open Source Engineer
6 7 (8.86%) Software Engineer
7 6 (7.59%) Architect
7 6 (7.59%) Big Data Architect
7 6 (7.59%) Data Architect
7 6 (7.59%) Systems Architect
8 3 (3.80%) Automation Engineer
8 3 (3.80%) Hadoop Administrator
9 2 (2.53%) Business Intelligence Developer
9 2 (2.53%) Business Intelligence Lead
9 2 (2.53%) Data Scientist
9 2 (2.53%) ETL Developer
9 2 (2.53%) Linux Scripter
9 2 (2.53%) Power BI Developer
9 2 (2.53%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 57 (72.15%) Kafka
2 22 (27.85%) Apache NiFi
3 4 (5.06%) CGI
Miscellaneous
1 40 (50.63%) Analytical Skills
2 7 (8.86%) Linux Command Line
3 2 (2.53%) Management Information System
Operating Systems
1 26 (32.91%) Linux
2 7 (8.86%) CentOS
2 7 (8.86%) Debian
2 7 (8.86%) Red Hat Enterprise Linux
2 7 (8.86%) Ubuntu
2 7 (8.86%) Unix
3 2 (2.53%) SUSE Linux Enterprise Server
Processes & Methodologies
1 50 (63.29%) Business Intelligence
2 49 (62.03%) Data Modelling
3 34 (43.04%) DevOps
3 34 (43.04%) ETL
4 27 (34.18%) Analytics
5 25 (31.65%) Data Visualisation
5 25 (31.65%) Visualisation
6 24 (30.38%) Data Engineering
6 24 (30.38%) Software Engineering
7 22 (27.85%) Machine Learning
8 16 (20.25%) Big Data Analytics
8 16 (20.25%) Data Analytics
8 16 (20.25%) Use Case
9 9 (11.39%) Open Source
9 9 (11.39%) Web Analytics
10 7 (8.86%) API Integration
10 7 (8.86%) Continuous Integration
10 7 (8.86%) Performance Analysis
10 7 (8.86%) Software Deployment
10 7 (8.86%) Web Development
Programming Languages
1 79 (100.00%) Python
2 61 (77.22%) SQL
3 60 (75.95%) Java
4 53 (67.09%) Scala
5 26 (32.91%) Bash Shell
6 15 (18.99%) PL/SQL
7 7 (8.86%) C++
7 7 (8.86%) JavaScript
8 3 (3.80%) Perl
9 2 (2.53%) MATLAB
9 2 (2.53%) R
9 2 (2.53%) Shell Script
Qualifications
1 22 (27.85%) Degree
2 16 (20.25%) Computer Science Degree
3 7 (8.86%) Security Cleared
4 2 (2.53%) SC Cleared
System Software
1 16 (20.25%) Docker
2 13 (16.46%) Apache ZooKeeper
3 3 (3.80%) HDFS
Systems Management
1 26 (32.91%) Ansible
2 18 (22.78%) Hadoop YARN
3 13 (16.46%) Oozie
4 7 (8.86%) SELinux
Vendors
1 24 (30.38%) Tableau
2 19 (24.05%) Hortonworks
3 16 (20.25%) VMware
4 13 (16.46%) Cloudera
5 11 (13.92%) Google
6 2 (2.53%) Oracle
6 2 (2.53%) Platfora
7 1 (1.27%) Teradata