Period
to 23 September 2019

The following table provides summary statistics for contract job vacancies with a requirement for Apache Zeppelin skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Apache Zeppelin over the 6 months to 23 September 2019 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache Zeppelin
UK
6 months to
23 Sep 2019
Same period 2018 Same period 2017
Rank 811 887 867
Rank change year-on-year +76 -20 +21
Contract jobs citing Apache Zeppelin 19 12 8
As % of all contract IT jobs advertised in the UK 0.022% 0.012% 0.008%
As % of the Database & Business Intelligence category 0.10% 0.052% 0.036%
Number of daily rates quoted 12 10 7
UK median daily rate £500 £430 £650
Median daily rate % change year-on-year +16.28% -33.85% +18.18%
10th Percentile £440 £332 £485
90th Percentile £575 £757 £700
UK excluding London median daily rate £475 £475 £550
% change year-on-year - -13.64% -
Number of hourly rates quoted 0 1 0
UK median hourly rate - £15.50 -
UK excluding London median hourly rate - - -

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 contract job vacancies with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
UK
Contract vacancies with a requirement for database or business intelligence skills 18,993 22,995 21,968
As % of all contract IT jobs advertised in the UK 21.60% 22.74% 22.42%
Number of daily rates quoted 12,894 16,124 14,664
UK median daily rate £475 £475 £450
Median daily rate % change year-on-year - +5.56% +5.88%
10th Percentile £325 £313 £305
90th Percentile £650 £638 £625
UK excluding London median daily rate £438 £425 £400
% change year-on-year +2.94% +6.25% +6.67%
Number of hourly rates quoted 258 233 276
UK median hourly rate £35.00 £28.00 £29.81
Median hourly rate % change year-on-year +25.00% -6.07% +0.97%
10th Percentile £12.71 £13.30 £12.44
90th Percentile £60.00 £56.00 £53.75
UK excluding London median hourly rate £35.00 £27.45 £31.00
% change year-on-year +27.50% -11.45% +8.77%

Apache Zeppelin
Job Vacancy Trend

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

Job vacancy trend for Apache Zeppelin in the UK

Apache Zeppelin
Contractor Daily Rate Trend

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Apache Zeppelin.

Contractor daily rate trend for Apache Zeppelin in the UK

Apache Zeppelin
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Apache Zeppelin over the 6 months to 23 September 2019.

Contractor daily rate histogram for Apache Zeppelin in the UK

Apache Zeppelin
Top 7 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Apache Zeppelin within the UK over the 6 months to 23 September 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +80 18 £500 +29.87% 2
London +60 10 £500 +29.87% 1
UK excluding London +52 9 £475 - 1
South East - 7 £503 - 1
Scotland +27 1 - -
Yorkshire - 1 £340 -
North of England - 1 £340 -

For the 6 months to 23 September 2019, IT contractor 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 contract job ads with a requirement for Apache Zeppelin.

1 19 (100.00%) Apache Spark
2 18 (94.74%) Apache Hive
2 18 (94.74%) Big Data
2 18 (94.74%) SQL
2 18 (94.74%) Hadoop
3 15 (78.95%) Analytics
4 13 (68.42%) Kafka
4 13 (68.42%) Jupyter
5 11 (57.89%) Apache NiFi
6 10 (52.63%) Impala
6 10 (52.63%) Relational Database
6 10 (52.63%) Python
7 9 (47.37%) Linux
7 9 (47.37%) Data Analytics
7 9 (47.37%) Data Engineering
7 9 (47.37%) Data Lake
8 8 (42.11%) Coaching
8 8 (42.11%) Hortonworks
8 8 (42.11%) Cloudera
8 8 (42.11%) Tableau
8 8 (42.11%) SQL Server
8 8 (42.11%) SAS
9 7 (36.84%) SAN
9 7 (36.84%) Data Security
9 7 (36.84%) Migration
9 7 (36.84%) Windows
9 7 (36.84%) Apache
9 7 (36.84%) UML
9 7 (36.84%) Oracle
9 7 (36.84%) Java

Apache Zeppelin
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 19 (100.00%) Apache Spark
2 13 (68.42%) Jupyter
3 8 (42.11%) SAS
4 7 (36.84%) Apache
5 4 (21.05%) Apache Airflow
6 2 (10.53%) Confluence
Applications
1 1 (5.26%) Microsoft Excel
Cloud Services
1 5 (26.32%) Power Platform
2 4 (21.05%) Amazon EMR
2 4 (21.05%) AWS
2 4 (21.05%) Google Analytics
3 3 (15.79%) Amazon Kinesis
3 3 (15.79%) Amazon S3
3 3 (15.79%) GCP
4 2 (10.53%) Amazon CloudWatch
4 2 (10.53%) AWS CloudFormation
4 2 (10.53%) AWS CloudTrail
4 2 (10.53%) AWS Lambda
4 2 (10.53%) GitHub
4 2 (10.53%) Serverless
5 1 (5.26%) Amazon EC2
5 1 (5.26%) Azure
5 1 (5.26%) Cloud Computing
Communications & Networking
1 7 (36.84%) SAN
2 1 (5.26%) Internet
Database & Business Intelligence
1 18 (94.74%) Apache Hive
1 18 (94.74%) Big Data
1 18 (94.74%) Hadoop
2 10 (52.63%) Impala
2 10 (52.63%) Relational Database
3 9 (47.37%) Data Lake
4 8 (42.11%) SQL Server
5 5 (26.32%) NoSQL
5 5 (26.32%) Power BI
5 5 (26.32%) QlikView
6 4 (21.05%) Mixpanel
7 3 (15.79%) Amazon Athena
7 3 (15.79%) BigQuery
7 3 (15.79%) Presto
8 2 (10.53%) Data Warehouse
8 2 (10.53%) Parquet
9 1 (5.26%) Amazon Redshift
9 1 (5.26%) Qlik Sense
9 1 (5.26%) Spotfire
Development Applications
1 2 (10.53%) Atlassian Bamboo
1 2 (10.53%) Git (software)
1 2 (10.53%) JIRA
2 1 (5.26%) Jenkins
2 1 (5.26%) RStudio
General
1 3 (15.79%) Banking
1 3 (15.79%) Finance
1 3 (15.79%) Investment Banking
2 2 (10.53%) Public Sector
3 1 (5.26%) Legal
Job Titles
1 10 (52.63%) Data Engineer
2 7 (36.84%) Architect
2 7 (36.84%) Solutions Architect
3 5 (26.32%) Big Data Engineer
4 4 (21.05%) Data Architect
5 2 (10.53%) AWS Engineer
5 2 (10.53%) Big Data Architect
5 2 (10.53%) Big Data Solutions Architect
5 2 (10.53%) Developer
6 1 (5.26%) Big Data Developer
6 1 (5.26%) Cloud Architect
6 1 (5.26%) Cloud Solutions Architect
6 1 (5.26%) Data Scientist
6 1 (5.26%) Hadoop Developer
6 1 (5.26%) Hadoop Engineer
6 1 (5.26%) Machine Learning Developer
6 1 (5.26%) Senior Big Data Developer
6 1 (5.26%) Senior Data Engineer
6 1 (5.26%) Senior Hadoop Developer
6 1 (5.26%) Senior Hadoop Engineer
Libraries, Frameworks & Software Standards
1 13 (68.42%) Kafka
2 11 (57.89%) Apache NiFi
3 2 (10.53%) JSON
3 2 (10.53%) Web Services
3 2 (10.53%) XML
4 1 (5.26%) Anaconda
4 1 (5.26%) D3.js
4 1 (5.26%) MLlib
4 1 (5.26%) Natural Language Processing
4 1 (5.26%) NumPy
4 1 (5.26%) Pandas
4 1 (5.26%) scikit-learn
4 1 (5.26%) TensorFlow
4 1 (5.26%) Theano
4 1 (5.26%) Torch
Miscellaneous
1 6 (31.58%) Analytical Skills
2 3 (15.79%) Greenfield Project
3 2 (10.53%) Algorithms
3 2 (10.53%) Cloud Native
4 1 (5.26%) User Experience
Operating Systems
1 9 (47.37%) Linux
2 7 (36.84%) CentOS
2 7 (36.84%) Red Hat Enterprise Linux
2 7 (36.84%) Windows
2 7 (36.84%) Windows Server
Processes & Methodologies
1 15 (78.95%) Analytics
2 9 (47.37%) Data Analytics
2 9 (47.37%) Data Engineering
3 8 (42.11%) Coaching
4 7 (36.84%) ArchiMate
4 7 (36.84%) Data Management
4 7 (36.84%) Data Munging
4 7 (36.84%) Data Security
4 7 (36.84%) Data Transformation
4 7 (36.84%) Mentoring
4 7 (36.84%) Migration
4 7 (36.84%) Project Delivery
4 7 (36.84%) TOGAF
4 7 (36.84%) UML
5 6 (31.58%) Agile Software Development
5 6 (31.58%) Business Intelligence
6 5 (26.32%) ETL
7 4 (21.05%) Data Science
7 4 (21.05%) Web Analytics
8 3 (15.79%) Computer Science
Programming Languages
1 18 (94.74%) SQL
2 10 (52.63%) Python
3 7 (36.84%) Java
3 7 (36.84%) Scala
4 2 (10.53%) R
5 1 (5.26%) Clojure
5 1 (5.26%) JavaScript
5 1 (5.26%) Julia
Qualifications
1 3 (15.79%) Degree
2 1 (5.26%) Computer Science Degree
2 1 (5.26%) Master's Degree
2 1 (5.26%) Security Cleared
System Software
1 7 (36.84%) Virtual Desktop
1 7 (36.84%) Virtual Servers
2 3 (15.79%) Docker
3 2 (10.53%) HDFS
Systems Management
1 7 (36.84%) Oozie
2 3 (15.79%) Ambari
3 2 (10.53%) Hadoop YARN
Vendors
1 8 (42.11%) Cloudera
1 8 (42.11%) Hortonworks
1 8 (42.11%) Tableau
2 7 (36.84%) Oracle
2 7 (36.84%) StreamSets
3 5 (26.32%) Google
4 1 (5.26%) MicroStrategy
4 1 (5.26%) Teradata