Period
to 24 June 2018

The following table provides summary statistics for contract job vacancies advertised in the City of London with a requirement for Apache Flume skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Apache Flume over the 6 months to 24 June 2018 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 Flume
Central London > City of London
6 months to
24 Jun 2018
Same period 2017 Same period 2016
Rank 236 225 231
Rank change year-on-year -11 +6 +57
Contract jobs citing Apache Flume 17 8 6
As % of all contract IT jobs advertised in the City of London 0.25% 0.13% 0.091%
As % of the System Software category 1.61% 1.24% 0.88%
Number of daily rates quoted 15 5 5
City of London median daily rate £525 £575 £495
Median daily rate % change year-on-year -8.70% +16.16% -5.71%
10th Percentile £465 £430 £414
90th Percentile £633 £625 £535
Central London median daily rate £525 £513 £473
% change year-on-year +2.44% +8.47% -10.00%
Number of hourly rates quoted 0 0 0
City of London median hourly rate - - -
Central London median hourly rate - - -

Apache Flume is in the System Software category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the City of London with a requirement for system software skills.

All System Software Skills
City of London
Contract vacancies with a requirement for system software skills 1,057 644 678
As % of all contract IT jobs advertised in the City of London 15.24% 10.30% 10.23%
Number of daily rates quoted 845 527 544
City of London median daily rate £500 £468 £450
Median daily rate % change year-on-year +6.95% +3.89% +12.50%
10th Percentile £213 £193 £217
90th Percentile £638 £625 £602
Central London median daily rate £500 £450 £450
% change year-on-year +11.11% - +12.50%
Number of hourly rates quoted 37 13 32
City of London median hourly rate £19.25 £21.25 £16.38
Median hourly rate % change year-on-year -9.41% +29.77% -12.43%
10th Percentile £11.81 £13.10 £11.25
90th Percentile £23.60 £175.75 £22.56
Central London median hourly rate £20.00 £21.25 £16.38
% change year-on-year -5.88% +29.77% -11.49%

Apache Flume
Job Vacancy Trend in the City of London

Job postings citing Apache Flume as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for Apache Flume in the City of London

Apache Flume
Contractor Daily Rate Trend in the City of London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Apache Flume in the City of London.

Contractor daily rate trend for Apache Flume in the City of London

Apache Flume
Contractor Daily Rate Histogram in the City of London

The daily rate distribution of IT jobs citing Apache Flume in the City of London over the 6 months to 24 June 2018.

Contractor daily rate histogram for Apache Flume in the City of London

For the 6 months to 24 June 2018, IT contractor jobs citing Apache Flume 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 across the City of London region with a requirement for Apache Flume.

1 17 (100.00%) Hadoop
1 17 (100.00%) Apache Spark
2 16 (94.12%) Apache Hive
3 13 (76.47%) Apache Cassandra
4 12 (70.59%) Hadoop YARN
4 12 (70.59%) HDFS
4 12 (70.59%) Hortonworks
4 12 (70.59%) Kafka
5 10 (58.82%) Big Data
6 9 (52.94%) HBase
7 8 (47.06%) Apache ZooKeeper
7 8 (47.06%) Apache Solr
7 8 (47.06%) Oozie
8 7 (41.18%) Ambari
8 7 (41.18%) Machine Learning
8 7 (41.18%) Analytics
8 7 (41.18%) Apache Slider
8 7 (41.18%) Scala
8 7 (41.18%) Agile Software Development
8 7 (41.18%) Java
8 7 (41.18%) Linux
8 7 (41.18%) Python
8 7 (41.18%) Data Warehouse
8 7 (41.18%) ETL
8 7 (41.18%) Kerberos
8 7 (41.18%) SSL
8 7 (41.18%) Active Directory
9 6 (35.29%) Change Management
9 6 (35.29%) Microsoft
9 6 (35.29%) Apache

Apache Flume
Co-occurring IT Skills in the City of London 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 17 (100.00%) Apache Spark
2 8 (47.06%) Apache Solr
3 6 (35.29%) Apache
3 6 (35.29%) Apache Pig
4 2 (11.76%) Elasticsearch
5 1 (5.88%) IPython
5 1 (5.88%) Jupyter
Applications
1 1 (5.88%) Microsoft Excel
1 1 (5.88%) Microsoft Office
1 1 (5.88%) Microsoft PowerPoint
1 1 (5.88%) MS Visio
1 1 (5.88%) SPSS
Cloud Services
1 5 (29.41%) Microsoft Azure
2 2 (11.76%) Amazon AWS
3 1 (5.88%) Amazon Kinesis
3 1 (5.88%) GitHub
Communications & Networking
1 7 (41.18%) Kerberos
1 7 (41.18%) SSL
Database & Business Intelligence
1 17 (100.00%) Hadoop
2 16 (94.12%) Apache Hive
3 13 (76.47%) Apache Cassandra
4 10 (58.82%) Big Data
5 9 (52.94%) HBase
6 7 (41.18%) Data Warehouse
7 6 (35.29%) Sqoop
8 5 (29.41%) MongoDB
8 5 (29.41%) NoSQL
8 5 (29.41%) RDBMS
8 5 (29.41%) Relational Database
9 2 (11.76%) Amazon Redshift
9 2 (11.76%) Data Lake
9 2 (11.76%) Flink
10 1 (5.88%) MySQL
10 1 (5.88%) PostgreSQL
10 1 (5.88%) Power BI
10 1 (5.88%) Presto
10 1 (5.88%) SQL Server Analysis Services
10 1 (5.88%) SQL Server Integration Services
Development Applications
1 6 (35.29%) Git (software)
2 5 (29.41%) Jenkins
2 5 (29.41%) JUnit
2 5 (29.41%) TeamCity
3 1 (5.88%) GoCD
3 1 (5.88%) Vagrant
General
1 5 (29.41%) Retail
2 3 (17.65%) Finance
3 2 (11.76%) Banking
4 1 (5.88%) Advertising
Job Titles
1 7 (41.18%) Consultant
2 6 (35.29%) Data Engineer
2 6 (35.29%) Principal Consultant
3 4 (23.53%) Developer
3 4 (23.53%) Hadoop Consultant
4 3 (17.65%) Big Data Developer
4 3 (17.65%) Big Data Engineer
5 1 (5.88%) Analyst
5 1 (5.88%) Analyst Developer
5 1 (5.88%) AWS Developer
5 1 (5.88%) AWS DevOps
5 1 (5.88%) Business Intelligence Analyst
5 1 (5.88%) Business Intelligence Data Analyst
5 1 (5.88%) Business Intelligence Developer
5 1 (5.88%) Cassandra Engineer
5 1 (5.88%) Data Analyst
5 1 (5.88%) DevOps Developer
5 1 (5.88%) Hadoop Developer
5 1 (5.88%) Hadoop Engineer
5 1 (5.88%) Java Developer
Libraries, Frameworks & Software Standards
1 12 (70.59%) Kafka
2 5 (29.41%) Keras
2 5 (29.41%) MLlib
2 5 (29.41%) scikit-learn
2 5 (29.41%) TensorFlow
3 1 (5.88%) JDBC
3 1 (5.88%) Web Services
Miscellaneous
1 1 (5.88%) Algorithms
1 1 (5.88%) Hybrid Cloud
Operating Systems
1 7 (41.18%) Linux
2 6 (35.29%) Red Hat Enterprise Linux
Processes & Methodologies
1 7 (41.18%) Agile Software Development
1 7 (41.18%) Analytics
1 7 (41.18%) ETL
1 7 (41.18%) Machine Learning
2 6 (35.29%) Capacity Management
2 6 (35.29%) Change Management
3 5 (29.41%) Continuous Integration
3 5 (29.41%) Data Engineering
3 5 (29.41%) Deep Learning
3 5 (29.41%) E-Commerce
3 5 (29.41%) MapReduce
3 5 (29.41%) OOP
3 5 (29.41%) Operations Research
3 5 (29.41%) Predictive Analytics
3 5 (29.41%) Software Delivery
4 2 (11.76%) Business Intelligence
4 2 (11.76%) Data Science
4 2 (11.76%) DevOps
4 2 (11.76%) Personalization
5 1 (5.88%) Continuous Delivery
Programming Languages
1 7 (41.18%) Java
1 7 (41.18%) Python
1 7 (41.18%) Scala
2 5 (29.41%) Shell Script
3 3 (17.65%) SQL
4 1 (5.88%) R
System Software
1 12 (70.59%) HDFS
2 8 (47.06%) Apache ZooKeeper
3 7 (41.18%) Active Directory
4 6 (35.29%) Docker
Systems Management
1 12 (70.59%) Hadoop YARN
2 8 (47.06%) Oozie
3 7 (41.18%) Ambari
3 7 (41.18%) Apache Slider
4 1 (5.88%) Ansible
4 1 (5.88%) Kubernetes
4 1 (5.88%) Terraform
Vendors
1 12 (70.59%) Hortonworks
2 6 (35.29%) Cloudera
2 6 (35.29%) Microsoft
3 5 (29.41%) MapR
4 1 (5.88%) Oracle
4 1 (5.88%) Tableau