Period
to 10 December 2018

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Apache Zeppelin skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Zeppelin over the 6 months to 10 December 2018 with a comparison to the same period in the previous 2 years.

Apache Zeppelin
UK > England
6 months to
10 Dec 2018
Same period 2017 Same period 2016
Rank 1091 1169 1190
Rank change year-on-year +78 +21 -
Permanent jobs citing Apache Zeppelin 32 6 8
As % of all permanent IT jobs advertised in England 0.021% 0.004% 0.005%
As % of the Database & Business Intelligence category 0.075% 0.012% 0.015%
Number of salaries quoted 24 4 5
England median annual salary £82,500 £102,500 £42,500
Median salary % change year-on-year -19.51% +141.18% -
10th Percentile £58,750 £92,375 £41,250
90th Percentile £104,250 £130,000 £61,000
UK median annual salary £82,500 £102,500 £42,500
% change year-on-year -19.51% +141.18% -

Apache Zeppelin is in the Databases and Business Intelligence 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 database or business intelligence skills.

All Database and Business Intelligence Skills
England
Permanent vacancies with a requirement for database or business intelligence skills 42,911 50,501 51,869
As % of all permanent IT jobs advertised in England 28.83% 30.21% 29.72%
Number of salaries quoted 35,495 42,009 44,743
England median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% +5.56%
10th Percentile £31,250 £30,000 £29,500
90th Percentile £85,000 £77,500 £77,500
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Apache Zeppelin
Job Vacancy Trend in England

Job postings citing Apache Zeppelin as a percentage of all IT jobs advertised in England.

Job vacancy trend for Apache Zeppelin in England

Apache Zeppelin
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Apache Zeppelin in England.

Salary trend for Apache Zeppelin in England

Apache Zeppelin
Salary Histogram in England

The salary distribution of IT jobs citing Apache Zeppelin in England over the 6 months to 10 December 2018.

Salary histogram for Apache Zeppelin in England

Apache Zeppelin
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Zeppelin within the England region over the 6 months to 10 December 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 +108 24 £92,500 -9.76% 4
East of England - 5 - -
South East - 2 £65,000 -
South West - 1 - -
Apache Zeppelin
UK

For the 6 months to 10 December 2018, IT jobs citing Apache Zeppelin 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 Apache Zeppelin.

1 32 (100.00%) Apache Spark
2 31 (96.88%) Hadoop
3 27 (84.38%) Big Data
4 24 (75.00%) Java
5 23 (71.88%) Python
5 23 (71.88%) Kafka
5 23 (71.88%) Apache Hive
6 22 (68.75%) Ambari
7 19 (59.38%) Apache ZooKeeper
7 19 (59.38%) Scala
8 17 (53.13%) Linux
8 17 (53.13%) NoSQL
9 16 (50.00%) Data Modelling
10 15 (46.88%) SQL
10 15 (46.88%) Amazon AWS
10 15 (46.88%) Docker
10 15 (46.88%) Hadoop YARN
11 14 (43.75%) Apache Cassandra
12 12 (37.50%) Hortonworks
13 11 (34.38%) Spark SQL
13 11 (34.38%) HBase
13 11 (34.38%) Power BI
14 10 (31.25%) AWS Lambda
14 10 (31.25%) Ansible
14 10 (31.25%) Kibana
14 10 (31.25%) Elasticsearch
14 10 (31.25%) Oozie
14 10 (31.25%) Amazon Redshift
14 10 (31.25%) Solace
14 10 (31.25%) DataStax

Apache Zeppelin
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 32 (100.00%) Apache Spark
2 10 (31.25%) Apache Pig
2 10 (31.25%) Elasticsearch
3 8 (25.00%) Apache
4 5 (15.63%) Apache Solr
4 5 (15.63%) SAS
5 4 (12.50%) nginx
6 3 (9.38%) Jupyter
Applications
1 2 (6.25%) Chatbot
Cloud Services
1 15 (46.88%) Amazon AWS
2 10 (31.25%) AWS Lambda
3 9 (28.13%) Amazon EMR
3 9 (28.13%) Amazon S3
3 9 (28.13%) AWS Data Pipeline
4 5 (15.63%) Google Cloud Platform
4 5 (15.63%) Microsoft Azure
5 2 (6.25%) Google Analytics
Communications & Networking
1 5 (15.63%) DNS
1 5 (15.63%) Firewall
1 5 (15.63%) Kerberos
1 5 (15.63%) SSL
1 5 (15.63%) TCP/IP
2 1 (3.13%) SSH
Database & Business Intelligence
1 31 (96.88%) Hadoop
2 27 (84.38%) Big Data
3 23 (71.88%) Apache Hive
4 17 (53.13%) NoSQL
5 14 (43.75%) Apache Cassandra
6 11 (34.38%) HBase
6 11 (34.38%) Power BI
6 11 (34.38%) Spark SQL
7 10 (31.25%) Amazon Redshift
7 10 (31.25%) DataStax
7 10 (31.25%) Sqoop
8 9 (28.13%) Amazon DynamoDB
9 6 (18.75%) QlikView
10 5 (15.63%) MongoDB
11 4 (12.50%) Couchbase
11 4 (12.50%) Relational Database
12 2 (6.25%) Mixpanel
13 1 (3.13%) Data Mining
13 1 (3.13%) Presto
Development Applications
1 5 (15.63%) Git (software)
General
1 10 (31.25%) Finance
2 5 (15.63%) Law
2 5 (15.63%) Military
2 5 (15.63%) Retail
3 2 (6.25%) Banking
Job Titles
1 14 (43.75%) Data Engineer
2 13 (40.63%) Big Data Engineer
3 12 (37.50%) Hadoop Engineer
4 8 (25.00%) Developer
5 5 (15.63%) Administrator
5 5 (15.63%) Hadoop Administrator
5 5 (15.63%) Java Developer
6 4 (12.50%) Data Scientist
6 4 (12.50%) Java Engineer
6 4 (12.50%) Senior Developer
6 4 (12.50%) Senior Java Developer
6 4 (12.50%) Senior Java Engineer
7 3 (9.38%) Big Data Developer
7 3 (9.38%) Senior Data Scientist
8 1 (3.13%) Apache Spark Developer
8 1 (3.13%) Big Data Manager
8 1 (3.13%) Java Hadoop Developer
8 1 (3.13%) Senior Architect
8 1 (3.13%) Senior Data Architect
8 1 (3.13%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 23 (71.88%) Kafka
2 10 (31.25%) Middleware
3 9 (28.13%) Elastic Stack
3 9 (28.13%) Rendezvous
4 5 (15.63%) LDAP
4 5 (15.63%) SparkR
5 4 (12.50%) MLlib
5 4 (12.50%) Spring
5 4 (12.50%) XGBoost
6 2 (6.25%) Natural Language Processing
7 1 (3.13%) CGI
7 1 (3.13%) Keras
7 1 (3.13%) NumPy
7 1 (3.13%) Pandas
7 1 (3.13%) PySpark
7 1 (3.13%) scikit-learn
Miscellaneous
1 4 (12.50%) Analytical Skills
1 4 (12.50%) Self-Motivation
2 3 (9.38%) Algorithms
Operating Systems
1 17 (53.13%) Linux
2 5 (15.63%) Unix
2 5 (15.63%) VMS
Processes & Methodologies
1 16 (50.00%) Data Modelling
2 10 (31.25%) Analytics
2 10 (31.25%) Machine Learning
3 7 (21.88%) Data Engineering
4 6 (18.75%) Business Intelligence
5 5 (15.63%) Agile Software Development
5 5 (15.63%) Capacity Planning
5 5 (15.63%) Configuration Management
5 5 (15.63%) Data Science
5 5 (15.63%) DevOps
5 5 (15.63%) Disaster Recovery
5 5 (15.63%) Load Balancing
5 5 (15.63%) MapReduce
5 5 (15.63%) Performance Tuning
5 5 (15.63%) Server Monitoring
5 5 (15.63%) Software Engineering
6 4 (12.50%) Microservices
6 4 (12.50%) Software Architecture
7 3 (9.38%) Statistics
8 2 (6.25%) Mathematics
Programming Languages
1 24 (75.00%) Java
2 23 (71.88%) Python
3 19 (59.38%) Scala
4 15 (46.88%) SQL
5 5 (15.63%) PL/SQL
6 4 (12.50%) R
Qualifications
1 3 (9.38%) Degree
2 2 (6.25%) Computer Science Degree
3 1 (3.13%) DV Cleared
3 1 (3.13%) Security Cleared
Quality Assurance & Compliance
1 10 (31.25%) MiFID
System Software
1 19 (59.38%) Apache ZooKeeper
2 15 (46.88%) Docker
3 5 (15.63%) Active Directory
3 5 (15.63%) HDFS
3 5 (15.63%) Virtual Machines
Systems Management
1 22 (68.75%) Ambari
2 15 (46.88%) Hadoop YARN
3 10 (31.25%) Ansible
3 10 (31.25%) Kibana
3 10 (31.25%) Oozie
4 9 (28.13%) logstash
5 5 (15.63%) Puppet
Vendors
1 12 (37.50%) Hortonworks
2 10 (31.25%) Solace
3 9 (28.13%) TIBCO
4 7 (21.88%) Cloudera
5 6 (18.75%) Tableau
6 5 (15.63%) Oracle
6 5 (15.63%) SAP
7 4 (12.50%) MapR
8 2 (6.25%) Databricks
8 2 (6.25%) Google
8 2 (6.25%) IBM