Period
to 22 September 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 22 September 2018 with a comparison to the same period in the previous 2 years.

Apache Ambari
UK > England
6 months to
22 Sep 2018
Same period 2017 Same period 2016
Rank 1099 1140 1198
Rank change year-on-year +41 +58 +59
Permanent jobs citing Ambari 22 26 36
As % of all permanent IT jobs advertised in England 0.014% 0.016% 0.020%
As % of the Systems Management category 0.14% 0.18% 0.22%
Number of salaries quoted 11 16 31
England median annual salary £70,000 £60,000 £55,000
Median salary % change year-on-year +16.67% +9.09% +22.22%
10th Percentile £41,100 £36,500 £49,750
90th Percentile £90,000 £108,750 £85,000
UK median annual salary £70,000 £60,000 £55,000
% change year-on-year +16.67% +9.09% +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 advertised in England with a requirement for systems management skills.

All Systems Management Skills
England
Permanent vacancies with a requirement for systems management skills 16,194 14,815 16,399
As % of all permanent IT jobs advertised in England 10.43% 8.93% 8.96%
Number of salaries quoted 13,037 12,144 13,506
England median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +2.04%
10th Percentile £32,500 £31,000 £31,250
90th Percentile £85,000 £82,500 £77,500
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +4.17%

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 22 September 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 22 September 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 +33 11 £85,000 +41.67% 1
East of England - 5 £44,400 - 1
North of England +17 2 £65,000 +75.68%
South East +17 2 £53,750 -
Yorkshire - 2 £65,000 -
Midlands - 1 - -
South West - 1 - -
West Midlands - 1 - -
Ambari
UK

For the 6 months to 22 September 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 21 (95.45%) Hadoop
2 19 (86.36%) Analytics
3 18 (81.82%) Apache Hive
4 15 (68.18%) Big Data
5 13 (59.09%) HBase
5 13 (59.09%) Oracle
5 13 (59.09%) Python
6 12 (54.55%) Sqoop
6 12 (54.55%) Apache Spark
7 11 (50.00%) HDFS
7 11 (50.00%) SQL
8 10 (45.45%) Linux
8 10 (45.45%) ETL
8 10 (45.45%) Visualisation
8 10 (45.45%) Tableau
9 9 (40.91%) R
9 9 (40.91%) Apache Pig
9 9 (40.91%) Business Intelligence
10 8 (36.36%) Data Visualisation
10 8 (36.36%) Kafka
10 8 (36.36%) Hadoop YARN
11 7 (31.82%) Apache Zeppelin
11 7 (31.82%) Data Development
11 7 (31.82%) Apache ZooKeeper
11 7 (31.82%) MS Visio
11 7 (31.82%) SAS
11 7 (31.82%) Unix
11 7 (31.82%) SQL Server
12 6 (27.27%) SQL Server Integration Services
12 6 (27.27%) SQL Server Analysis Services

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 12 (54.55%) Apache Spark
2 9 (40.91%) Apache Pig
3 7 (31.82%) SAS
4 5 (22.73%) Apache Solr
5 4 (18.18%) Apache
6 1 (4.55%) IBM Notes
Applications
1 7 (31.82%) MS Visio
2 1 (4.55%) Microsoft Excel
2 1 (4.55%) Microsoft PowerPoint
Cloud Services
1 2 (9.09%) Google Analytics
1 2 (9.09%) Microsoft Azure
2 1 (4.55%) Azure Data Factory
Communications & Networking
1 5 (22.73%) DNS
1 5 (22.73%) Firewall
1 5 (22.73%) Kerberos
1 5 (22.73%) SSL
1 5 (22.73%) TCP/IP
Database & Business Intelligence
1 21 (95.45%) Hadoop
2 18 (81.82%) Apache Hive
3 15 (68.18%) Big Data
4 13 (59.09%) HBase
5 12 (54.55%) Sqoop
6 7 (31.82%) Apache Zeppelin
6 7 (31.82%) SQL Server
7 6 (27.27%) Data Lake
7 6 (27.27%) Data Warehouse
7 6 (27.27%) Oracle ODI
7 6 (27.27%) Power BI
7 6 (27.27%) SQL Server Analysis Services
7 6 (27.27%) SQL Server Integration Services
8 4 (18.18%) NoSQL
8 4 (18.18%) QlikView
9 2 (9.09%) Mixpanel
9 2 (9.09%) Relational Database
9 2 (9.09%) SAS Visual Analytics
10 1 (4.55%) Impala
10 1 (4.55%) Oracle Database
Development Applications
1 5 (22.73%) Git (software)
General
1 5 (22.73%) Finance
1 5 (22.73%) Retail
2 2 (9.09%) Advertising
3 1 (4.55%) Banking
Job Titles
1 7 (31.82%) Administrator
1 7 (31.82%) Developer
1 7 (31.82%) Hadoop Administrator
2 6 (27.27%) Business Intelligence Developer
3 5 (22.73%) Data Engineer
4 4 (18.18%) Big Data Engineer
5 2 (9.09%) Data Administrator
5 2 (9.09%) Software Engineer
6 1 (4.55%) Analyst
6 1 (4.55%) Big Data Developer
6 1 (4.55%) Big Data Software Engineer
6 1 (4.55%) Consultant
6 1 (4.55%) Data Analyst
6 1 (4.55%) Data Consultant
6 1 (4.55%) Developer/Software Engineer
6 1 (4.55%) Insight Consultant
6 1 (4.55%) Senior Analyst
6 1 (4.55%) Senior Data Analyst
6 1 (4.55%) Senior Data Engineer
6 1 (4.55%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 8 (36.36%) Kafka
2 5 (22.73%) LDAP
2 5 (22.73%) SparkR
Miscellaneous
1 6 (27.27%) Data Structures
1 6 (27.27%) Fintech
2 3 (13.64%) Analytical Skills
3 2 (9.09%) Algorithms
4 1 (4.55%) Computer Science
4 1 (4.55%) Greenfield Project
Operating Systems
1 10 (45.45%) Linux
2 7 (31.82%) Unix
3 5 (22.73%) VMS
4 1 (4.55%) Fedora
4 1 (4.55%) Ubuntu
Processes & Methodologies
1 19 (86.36%) Analytics
2 10 (45.45%) ETL
2 10 (45.45%) Visualisation
3 9 (40.91%) Business Intelligence
4 8 (36.36%) Data Visualisation
5 7 (31.82%) Data Development
6 6 (27.27%) Data Transformation
6 6 (27.27%) Kimball Methodology
6 6 (27.27%) MapReduce
6 6 (27.27%) Reverse Engineering
7 5 (22.73%) Capacity Planning
7 5 (22.73%) Configuration Management
7 5 (22.73%) Data Engineering
7 5 (22.73%) Disaster Recovery
7 5 (22.73%) Load Balancing
7 5 (22.73%) Performance Tuning
7 5 (22.73%) Server Monitoring
8 4 (18.18%) Data Science
9 3 (13.64%) Agile Software Development
9 3 (13.64%) Data Analytics
Programming Languages
1 13 (59.09%) Python
2 11 (50.00%) SQL
3 9 (40.91%) R
4 5 (22.73%) Scala
5 4 (18.18%) Java
6 2 (9.09%) JavaScript
7 1 (4.55%) PL/SQL
Qualifications
1 2 (9.09%) Degree
2 1 (4.55%) SC Cleared
2 1 (4.55%) Security Cleared
System Software
1 11 (50.00%) HDFS
2 7 (31.82%) Apache ZooKeeper
3 5 (22.73%) Active Directory
3 5 (22.73%) Virtual Machines
4 1 (4.55%) Apache Flume
Systems Management
1 8 (36.36%) Hadoop YARN
2 5 (22.73%) Oozie
2 5 (22.73%) Puppet
3 1 (4.55%) Ansible
Vendors
1 13 (59.09%) Oracle
2 10 (45.45%) Tableau
3 6 (27.27%) Cognos
3 6 (27.27%) WorldPay
4 5 (22.73%) SAP
5 3 (13.64%) Hortonworks
6 2 (9.09%) Cloudera
6 2 (9.09%) Google
6 2 (9.09%) Platfora
7 1 (4.55%) Atlassian
7 1 (4.55%) Lotus