Period
to 20 August 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 20 August 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
20 Aug 2018
Same period 2017 Same period 2016
Rank 239 212 240
Rank change year-on-year -27 +28 +46
Contract jobs citing Apache Flume 18 30 7
As % of all contract IT jobs advertised in the City of London 0.26% 0.45% 0.10%
As % of the System Software category 1.61% 4.04% 0.94%
Number of daily rates quoted 11 23 6
City of London median daily rate £550 £625 £503
Median daily rate % change year-on-year -12.08% +24.38% -9.66%
10th Percentile £425 £525 £422
90th Percentile £688 £638 £572
Central London median daily rate £550 £625 £503
% change year-on-year -12.04% +24.38% -9.66%
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 1,121 743 741
As % of all contract IT jobs advertised in the City of London 15.98% 11.24% 10.96%
Number of daily rates quoted 894 597 600
City of London median daily rate £500 £475 £450
Median daily rate % change year-on-year +5.26% +5.56% +12.50%
10th Percentile £200 £185 £240
90th Percentile £650 £638 £625
Central London median daily rate £505 £475 £450
% change year-on-year +6.32% +5.56% +12.50%
Number of hourly rates quoted 42 20 26
City of London median hourly rate £19.25 £19.13 £16.63
Median hourly rate % change year-on-year +0.65% +15.04% -7.59%
10th Percentile £13.31 £13.27 £11.25
90th Percentile £25.50 £39.53 £23.00
Central London median hourly rate £19.25 £18.85 £15.63
% change year-on-year +2.15% +20.61% -13.10%

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 20 August 2018.

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

For the 6 months to 20 August 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 18 (100.00%) Hadoop
2 17 (94.44%) Kafka
3 15 (83.33%) Apache Spark
4 11 (61.11%) HBase
4 11 (61.11%) Apache Hive
5 10 (55.56%) Apache Cassandra
5 10 (55.56%) Python
6 9 (50.00%) Big Data
6 9 (50.00%) Hortonworks
7 8 (44.44%) Ambari
7 8 (44.44%) Oozie
7 8 (44.44%) HDFS
7 8 (44.44%) Hadoop YARN
8 7 (38.89%) Sqoop
8 7 (38.89%) Apache ZooKeeper
8 7 (38.89%) R
8 7 (38.89%) Apache Solr
9 6 (33.33%) Visualisation
9 6 (33.33%) Linux
9 6 (33.33%) Kerberos
9 6 (33.33%) SSL
9 6 (33.33%) Active Directory
9 6 (33.33%) MATLAB
9 6 (33.33%) Data Security
9 6 (33.33%) Finance
9 6 (33.33%) Tableau
9 6 (33.33%) Apache Slider
9 6 (33.33%) Data Science
9 6 (33.33%) Algorithms
10 5 (27.78%) Capacity Management

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 15 (83.33%) Apache Spark
2 7 (38.89%) Apache Solr
3 4 (22.22%) SAS
4 2 (11.11%) Elasticsearch
5 1 (5.56%) Apache Pig
Applications
1 1 (5.56%) Microsoft Excel
1 1 (5.56%) Microsoft Office
1 1 (5.56%) Microsoft PowerPoint
1 1 (5.56%) MS Visio
Cloud Services
1 3 (16.67%) Microsoft Azure
2 2 (11.11%) GitHub
2 2 (11.11%) IBM Cloud
Communications & Networking
1 6 (33.33%) Kerberos
1 6 (33.33%) SSL
2 1 (5.56%) SNA
Database & Business Intelligence
1 18 (100.00%) Hadoop
2 11 (61.11%) Apache Hive
2 11 (61.11%) HBase
3 10 (55.56%) Apache Cassandra
4 9 (50.00%) Big Data
5 7 (38.89%) Sqoop
6 4 (22.22%) MongoDB
6 4 (22.22%) Power BI
6 4 (22.22%) SQL Server Integration Services
7 3 (16.67%) Data Mining
7 3 (16.67%) NoSQL
7 3 (16.67%) Spotfire
8 2 (11.11%) PostgreSQL
9 1 (5.56%) Amazon Redshift
9 1 (5.56%) CouchDB
9 1 (5.56%) Data Warehouse
9 1 (5.56%) Impala
9 1 (5.56%) MySQL
9 1 (5.56%) Spark SQL
9 1 (5.56%) SQL Server Analysis Services
Development Applications
1 2 (11.11%) Jenkins
General
1 6 (33.33%) Finance
2 1 (5.56%) Banking
Job Titles
1 7 (38.89%) Data Engineer
2 6 (33.33%) Consultant
3 5 (27.78%) Principal Consultant
4 4 (22.22%) Hadoop Consultant
5 3 (16.67%) Azure Engineer
5 3 (16.67%) Big Data Engineer
5 3 (16.67%) Data Scientist
6 2 (11.11%) Developer
7 1 (5.56%) Analyst
7 1 (5.56%) Analyst Developer
7 1 (5.56%) Big Data Developer
7 1 (5.56%) Business Intelligence Analyst
7 1 (5.56%) Business Intelligence Data Analyst
7 1 (5.56%) Business Intelligence Developer
7 1 (5.56%) Cassandra Engineer
7 1 (5.56%) Data Analyst
7 1 (5.56%) Hadoop Engineer
Libraries, Frameworks & Software Standards
1 17 (94.44%) Kafka
2 3 (16.67%) Natural Language Processing
3 2 (11.11%) PySpark
4 1 (5.56%) JDBC
4 1 (5.56%) Lucene
Miscellaneous
1 6 (33.33%) Algorithms
2 3 (16.67%) Analytical Skills
3 1 (5.56%) Computer Science
3 1 (5.56%) Hybrid Cloud
3 1 (5.56%) Management Information System
Operating Systems
1 6 (33.33%) Linux
2 5 (27.78%) Red Hat Enterprise Linux
Processes & Methodologies
1 6 (33.33%) Data Science
1 6 (33.33%) Data Security
1 6 (33.33%) Visualisation
2 5 (27.78%) Analytics
2 5 (27.78%) Business Intelligence
2 5 (27.78%) Capacity Management
2 5 (27.78%) Change Management
3 4 (22.22%) ETL
3 4 (22.22%) Machine Learning
3 4 (22.22%) Mathematics
4 3 (16.67%) Applied Mathematics
4 3 (16.67%) Data Integration
4 3 (16.67%) Data Visualisation
4 3 (16.67%) DevOps
4 3 (16.67%) Econometrics
4 3 (16.67%) Metadata Management
4 3 (16.67%) Predictive Analytics
4 3 (16.67%) Predictive Modelling
4 3 (16.67%) Statistics
4 3 (16.67%) Trend Analysis
Programming Languages
1 10 (55.56%) Python
2 7 (38.89%) R
3 6 (33.33%) MATLAB
4 5 (27.78%) Scala
5 4 (22.22%) Java
5 4 (22.22%) SQL
Qualifications
1 3 (16.67%) PhD
2 1 (5.56%) Computer Science Degree
2 1 (5.56%) Degree
Quality Assurance & Compliance
1 3 (16.67%) Data Quality
1 3 (16.67%) QA
System Software
1 8 (44.44%) HDFS
2 7 (38.89%) Apache ZooKeeper
3 6 (33.33%) Active Directory
4 1 (5.56%) Docker
Systems Management
1 8 (44.44%) Ambari
1 8 (44.44%) Hadoop YARN
1 8 (44.44%) Oozie
2 6 (33.33%) Apache Slider
3 1 (5.56%) Kubernetes
Vendors
1 9 (50.00%) Hortonworks
2 6 (33.33%) Tableau
3 4 (22.22%) Oracle
4 3 (16.67%) Alteryx
4 3 (16.67%) Informatica
4 3 (16.67%) Talend
5 2 (11.11%) IBM
6 1 (5.56%) Cloudera
6 1 (5.56%) Microsoft
6 1 (5.56%) Palantir