Period
to 17 October 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 17 October 2018 with a comparison to the same period in the previous 2 years.

Apache Zeppelin
UK > England
6 months to
17 Oct 2018
Same period 2017 Same period 2016
Rank 1098 1171 1223
Rank change year-on-year +73 +52 -
Permanent jobs citing Apache Zeppelin 23 2 3
As % of all permanent IT jobs advertised in England 0.015% 0.001% 0.002%
As % of the Database & Business Intelligence category 0.051% 0.004% 0.006%
Number of salaries quoted 12 2 3
England median annual salary £65,000 £101,250 £42,500
Median salary % change year-on-year -35.80% +138.24% -
10th Percentile £42,865 £91,875 £41,250
90th Percentile £100,000 £111,625 £66,750
UK median annual salary £65,000 £101,250 £42,500
% change year-on-year -35.80% +138.24% -

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 45,196 49,843 53,633
As % of all permanent IT jobs advertised in England 29.50% 30.34% 29.63%
Number of salaries quoted 37,027 41,387 46,178
England median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £31,250 £30,000 £28,750
90th Percentile £83,750 £77,500 £76,250
UK median annual salary £50,000 £48,000 £47,500
% change year-on-year +4.17% +1.05% +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 17 October 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 17 October 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 +56 13 £82,500 -18.52% 1
East of England - 7 £44,400 -
South East - 2 £65,000 - 1
South West - 1 - - 2
Apache Zeppelin
UK

For the 6 months to 17 October 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 23 (100.00%) Hadoop
1 23 (100.00%) Apache Spark
2 15 (65.22%) Big Data
3 13 (56.52%) Apache Hive
3 13 (56.52%) Python
4 12 (52.17%) SQL
4 12 (52.17%) Linux
4 12 (52.17%) Kafka
4 12 (52.17%) Ambari
5 11 (47.83%) Analytics
6 10 (43.48%) Apache ZooKeeper
6 10 (43.48%) Hadoop YARN
6 10 (43.48%) Java
7 8 (34.78%) Git (software)
7 8 (34.78%) Power BI
7 8 (34.78%) HBase
7 8 (34.78%) Data Science
8 7 (30.43%) SparkR
8 7 (30.43%) Virtual Machines
8 7 (30.43%) Puppet
8 7 (30.43%) Machine Learning
8 7 (30.43%) Hortonworks
8 7 (30.43%) Apache Pig
8 7 (30.43%) Sqoop
8 7 (30.43%) MapReduce
8 7 (30.43%) Capacity Planning
8 7 (30.43%) Performance Tuning
8 7 (30.43%) Server Monitoring
8 7 (30.43%) Oozie
8 7 (30.43%) Docker

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 23 (100.00%) Apache Spark
2 7 (30.43%) Apache Pig
2 7 (30.43%) Apache Solr
2 7 (30.43%) SAS
3 5 (21.74%) Apache
3 5 (21.74%) Jupyter
4 3 (13.04%) Elasticsearch
4 3 (13.04%) nginx
5 1 (4.35%) Ethereum
Applications
1 4 (17.39%) Chatbot
Cloud Services
1 3 (13.04%) Amazon AWS
1 3 (13.04%) Amazon EMR
1 3 (13.04%) Amazon S3
1 3 (13.04%) AWS Data Pipeline
1 3 (13.04%) AWS Lambda
2 2 (8.70%) Google Analytics
Communications & Networking
1 7 (30.43%) DNS
1 7 (30.43%) Firewall
1 7 (30.43%) Kerberos
1 7 (30.43%) SSL
1 7 (30.43%) TCP/IP
2 1 (4.35%) IPFS
2 1 (4.35%) Peer-to-Peer Networking
2 1 (4.35%) SSH
Database & Business Intelligence
1 23 (100.00%) Hadoop
2 15 (65.22%) Big Data
3 13 (56.52%) Apache Hive
4 8 (34.78%) HBase
4 8 (34.78%) Power BI
5 7 (30.43%) Sqoop
6 5 (21.74%) NoSQL
7 3 (13.04%) Amazon DynamoDB
7 3 (13.04%) Amazon Redshift
7 3 (13.04%) Apache Cassandra
7 3 (13.04%) Couchbase
7 3 (13.04%) DataStax
7 3 (13.04%) Relational Database
7 3 (13.04%) Spark SQL
8 2 (8.70%) Mixpanel
9 1 (4.35%) Blockchain
9 1 (4.35%) Data Mining
9 1 (4.35%) Presto
9 1 (4.35%) QlikView
Development Applications
1 8 (34.78%) Git (software)
2 1 (4.35%) Bitbucket
2 1 (4.35%) IntelliJ
2 1 (4.35%) LabVIEW
General
1 7 (30.43%) Retail
2 4 (17.39%) Banking
3 3 (13.04%) Finance
Job Titles
1 7 (30.43%) Administrator
1 7 (30.43%) Hadoop Administrator
2 6 (26.09%) Data Scientist
3 5 (21.74%) Developer
4 4 (17.39%) Data Engineer
5 3 (13.04%) Architect
5 3 (13.04%) Big Data Engineer
5 3 (13.04%) Data Architect
5 3 (13.04%) Java Developer
5 3 (13.04%) Java Engineer
5 3 (13.04%) Senior Data Scientist
5 3 (13.04%) Senior Developer
5 3 (13.04%) Senior Java Developer
5 3 (13.04%) Senior Java Engineer
6 2 (8.70%) Hadoop Engineer
7 1 (4.35%) Big Data Developer
7 1 (4.35%) Big Data Manager
7 1 (4.35%) Project Manager
7 1 (4.35%) Senior Architect
7 1 (4.35%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 12 (52.17%) Kafka
2 7 (30.43%) LDAP
2 7 (30.43%) SparkR
3 3 (13.04%) Elastic Stack
3 3 (13.04%) Middleware
3 3 (13.04%) MLlib
3 3 (13.04%) Rendezvous
3 3 (13.04%) Spring
3 3 (13.04%) XGBoost
4 2 (8.70%) Natural Language Processing
5 1 (4.35%) AngularJS
5 1 (4.35%) CGI
5 1 (4.35%) Keras
5 1 (4.35%) NumPy
5 1 (4.35%) Pandas
5 1 (4.35%) PySpark
5 1 (4.35%) React
5 1 (4.35%) scikit-learn
5 1 (4.35%) Smart Contracts
5 1 (4.35%) Truffle
Miscellaneous
1 4 (17.39%) Analytical Skills
2 3 (13.04%) Algorithms
2 3 (13.04%) Self-Motivation
Operating Systems
1 12 (52.17%) Linux
2 7 (30.43%) Unix
2 7 (30.43%) VMS
3 1 (4.35%) Ubuntu
Processes & Methodologies
1 11 (47.83%) Analytics
2 8 (34.78%) Data Science
3 7 (30.43%) Capacity Planning
3 7 (30.43%) Configuration Management
3 7 (30.43%) Disaster Recovery
3 7 (30.43%) Load Balancing
3 7 (30.43%) Machine Learning
3 7 (30.43%) MapReduce
3 7 (30.43%) Performance Tuning
3 7 (30.43%) Server Monitoring
4 5 (21.74%) Agile Software Development
5 4 (17.39%) Artificial Intelligence
5 4 (17.39%) Data Architecture
5 4 (17.39%) Data Modelling
5 4 (17.39%) Data Strategy
5 4 (17.39%) Line Management
6 3 (13.04%) Microservices
6 3 (13.04%) Software Architecture
6 3 (13.04%) Statistics
7 2 (8.70%) Neural Network
Programming Languages
1 13 (56.52%) Python
2 12 (52.17%) SQL
3 10 (43.48%) Java
4 6 (26.09%) R
4 6 (26.09%) Scala
5 1 (4.35%) Solidity
Qualifications
1 2 (8.70%) Degree
2 1 (4.35%) Computer Science Degree
2 1 (4.35%) DV Cleared
2 1 (4.35%) Security Cleared
Quality Assurance & Compliance
1 3 (13.04%) MiFID
System Software
1 10 (43.48%) Apache ZooKeeper
2 7 (30.43%) Active Directory
2 7 (30.43%) Docker
2 7 (30.43%) HDFS
2 7 (30.43%) Virtual Machines
Systems Management
1 12 (52.17%) Ambari
2 10 (43.48%) Hadoop YARN
3 7 (30.43%) Oozie
3 7 (30.43%) Puppet
4 3 (13.04%) Ansible
4 3 (13.04%) Kibana
4 3 (13.04%) logstash
5 1 (4.35%) Docker Swarm
Vendors
1 7 (30.43%) Hortonworks
1 7 (30.43%) Oracle
1 7 (30.43%) SAP
2 4 (17.39%) Cloudera
2 4 (17.39%) Databricks
2 4 (17.39%) IBM
3 3 (13.04%) MapR
3 3 (13.04%) Solace
3 3 (13.04%) TIBCO
4 2 (8.70%) Google
5 1 (4.35%) Tableau