Period
to 22 February 2018

The following table provides summary statistics for contract job vacancies advertised in Central 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 22 February 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
London > Central London
6 months to
22 Feb 2018
Same period 2017 Same period 2016
Rank 239 249 247
Rank change year-on-year +10 -2 +55
Contract jobs citing Apache Flume 45 10 11
As % of all contract IT jobs advertised in Central London 0.50% 0.14% 0.13%
As % of the System Software category 3.75% 1.26% 1.34%
Number of daily rates quoted 41 8 10
Central London median daily rate £575 £575 £575
10th Percentile £465 £488 £250
90th Percentile £675 £683 £684
London median daily rate £550 £550 £600
% change year-on-year - -8.33% -
Number of hourly rates quoted 0 0 0
Central London median hourly rate - - -
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 Central London with a requirement for system software skills.

All System Software Skills
Central London
Contract vacancies with a requirement for system software skills 1,200 794 820
As % of all contract IT jobs advertised in Central London 13.36% 10.81% 10.04%
Number of daily rates quoted 951 611 617
Central London median daily rate £488 £450 £425
Median daily rate % change year-on-year +8.33% +5.88% +9.68%
10th Percentile £213 £206 £187
90th Percentile £650 £638 £631
London median daily rate £500 £455 £425
% change year-on-year +9.89% +7.06% +6.25%
Number of hourly rates quoted 35 23 30
Central London median hourly rate £16.00 £22.34 £16.13
Median hourly rate % change year-on-year -28.36% +38.51% +4.03%
10th Percentile £10.80 £12.55 £11.40
90th Percentile £34.50 £91.00 £25.50
London median hourly rate £21.00 £19.00 £15.00
% change year-on-year +10.53% +26.67% -3.23%

Apache Flume
Job Vacancy Trend in Central London

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

Job vacancy trend for Apache Flume in Central London

Apache Flume
Contractor Daily Rate Trend in Central London

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

Contractor daily rate trend for Apache Flume in Central London

Apache Flume
Contractor Daily Rate Histogram in Central London

The daily rate distribution of IT jobs citing Apache Flume in Central London over the 6 months to 22 February 2018.

Contractor daily rate histogram for Apache Flume in Central London

Apache Flume
Contract Job Locations in Central London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Apache Flume within the Central London region over the 6 months to 22 February 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +16 40 £600 -2.04% 5
West End of London - 1 £475 - 1
City of Westminster - 1 £475 -
Apache Flume
London

For the 6 months to 22 February 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 Central London region with a requirement for Apache Flume.

1 44 (97.78%) Apache Spark
2 42 (93.33%) Hadoop
3 40 (88.89%) Apache Hive
4 37 (82.22%) Big Data
5 35 (77.78%) HDFS
6 34 (75.56%) Kafka
7 32 (71.11%) Java
8 31 (68.89%) Oozie
9 30 (66.67%) Python
10 25 (55.56%) Data Engineering
11 20 (44.44%) PySpark
11 20 (44.44%) Ambari
11 20 (44.44%) DevOps
11 20 (44.44%) Data Warehouse
11 20 (44.44%) Oracle
12 19 (42.22%) Shell Script
13 18 (40.00%) PostgreSQL
13 18 (40.00%) MapReduce
13 18 (40.00%) Open Source
13 18 (40.00%) Relational Database
14 17 (37.78%) Apache Cassandra
15 16 (35.56%) NoSQL
15 16 (35.56%) Sqoop
15 16 (35.56%) Agile Software Development
15 16 (35.56%) SQL
15 16 (35.56%) RDBMS
16 15 (33.33%) HBase
16 15 (33.33%) Amazon AWS
16 15 (33.33%) Hadoop YARN
17 14 (31.11%) Machine Learning

Apache Flume
Co-occurring IT Skills in Central 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 44 (97.78%) Apache Spark
2 10 (22.22%) Apache
2 10 (22.22%) Apache Pig
3 7 (15.56%) Elasticsearch
4 3 (6.67%) Apache Solr
5 2 (4.44%) IPython
5 2 (4.44%) Jupyter
Applications
1 2 (4.44%) SPSS
Cloud Services
1 15 (33.33%) Amazon AWS
2 8 (17.78%) GitHub
3 7 (15.56%) Microsoft Azure
4 6 (13.33%) Bluemix
4 6 (13.33%) IBM Cloud
5 1 (2.22%) Amazon Kinesis
Communications & Networking
1 3 (6.67%) Kerberos
1 3 (6.67%) SSL
Database & Business Intelligence
1 42 (93.33%) Hadoop
2 40 (88.89%) Apache Hive
3 37 (82.22%) Big Data
4 20 (44.44%) Data Warehouse
5 18 (40.00%) PostgreSQL
5 18 (40.00%) Relational Database
6 17 (37.78%) Apache Cassandra
7 16 (35.56%) NoSQL
7 16 (35.56%) RDBMS
7 16 (35.56%) Sqoop
8 15 (33.33%) HBase
9 14 (31.11%) MongoDB
10 10 (22.22%) Oracle Database
11 6 (13.33%) Oracle ODI
12 5 (11.11%) Impala
12 5 (11.11%) SQL Server
13 3 (6.67%) Amazon Redshift
13 3 (6.67%) Data Lake
13 3 (6.67%) Flink
14 2 (4.44%) SAP HANA
Development Applications
1 13 (28.89%) Jenkins
2 9 (20.00%) Git (software)
3 5 (11.11%) JUnit
3 5 (11.11%) TeamCity
4 2 (4.44%) GoCD
4 2 (4.44%) Vagrant
4 2 (4.44%) Visual Studio
4 2 (4.44%) Visual Studio Team System
5 1 (2.22%) Subversion
General
1 6 (13.33%) Banking
1 6 (13.33%) Finance
2 5 (11.11%) Retail
3 2 (4.44%) Advertising
3 2 (4.44%) Investment Banking
4 1 (2.22%) Marketing
Job Titles
1 12 (26.67%) Data Engineer
2 5 (11.11%) Big Data Developer
2 5 (11.11%) Developer
3 3 (6.67%) Administrator
3 3 (6.67%) Architect
3 3 (6.67%) Big Data Architect
3 3 (6.67%) Big Data Engineer
3 3 (6.67%) Consultant
3 3 (6.67%) Data Architect
3 3 (6.67%) Elasticsearch Engineer
3 3 (6.67%) Hadoop Administrator
4 2 (4.44%) Hadoop Architect
4 2 (4.44%) Hadoop Engineer
4 2 (4.44%) Java Developer
4 2 (4.44%) Java Engineer
4 2 (4.44%) Principal Consultant
4 2 (4.44%) Senior Hadoop Engineer
4 2 (4.44%) Senior Java Engineer
5 1 (2.22%) AWS Developer
5 1 (2.22%) Senior Big Data Developer
Libraries, Frameworks & Software Standards
1 34 (75.56%) Kafka
2 20 (44.44%) PySpark
3 7 (15.56%) TensorFlow
4 5 (11.11%) Keras
4 5 (11.11%) MLlib
4 5 (11.11%) scikit-learn
5 3 (6.67%) Ajax
5 3 (6.67%) Elastic Stack
5 3 (6.67%) jQuery
5 3 (6.67%) JSON
5 3 (6.67%) RESTful
5 3 (6.67%) SOAP
5 3 (6.67%) Spark Streaming
5 3 (6.67%) XML
6 2 (4.44%) CNTK
6 2 (4.44%) MXNet
6 2 (4.44%) Natural Language Processing
6 2 (4.44%) Theano
6 2 (4.44%) Web Services
7 1 (2.22%) Velocity
Miscellaneous
1 7 (15.56%) Algorithms
2 4 (8.89%) Analytical Skills
3 3 (6.67%) Replication
4 2 (4.44%) Data Centre
4 2 (4.44%) iPad
5 1 (2.22%) Computer Science
5 1 (2.22%) Credit Derivative
5 1 (2.22%) Derivative
5 1 (2.22%) Equities
5 1 (2.22%) Foreign Exchange (FX)
Operating Systems
1 10 (22.22%) Linux
2 4 (8.89%) Red Hat Enterprise Linux
3 2 (4.44%) Unix
4 1 (2.22%) Debian
4 1 (2.22%) Ubuntu
Processes & Methodologies
1 25 (55.56%) Data Engineering
2 20 (44.44%) DevOps
3 18 (40.00%) MapReduce
3 18 (40.00%) Open Source
4 16 (35.56%) Agile Software Development
5 14 (31.11%) Business Intelligence
5 14 (31.11%) Machine Learning
6 13 (28.89%) Analytics
7 8 (17.78%) ETL
8 7 (15.56%) E-Commerce
9 6 (13.33%) Data Modelling
10 5 (11.11%) Continuous Integration
10 5 (11.11%) Data Science
10 5 (11.11%) Deep Learning
10 5 (11.11%) OOP
10 5 (11.11%) Operations Research
10 5 (11.11%) Predictive Analytics
10 5 (11.11%) Software Delivery
11 4 (8.89%) Data Ingestion
11 4 (8.89%) OO
Programming Languages
1 32 (71.11%) Java
2 30 (66.67%) Python
3 19 (42.22%) Shell Script
4 16 (35.56%) SQL
5 10 (22.22%) PL/SQL
6 9 (20.00%) Scala
7 4 (8.89%) JavaScript
8 2 (4.44%) R
9 1 (2.22%) C
9 1 (2.22%) C#
Qualifications
1 1 (2.22%) Degree
1 1 (2.22%) Master's Degree
Quality Assurance & Compliance
1 1 (2.22%) GDPR
System Software
1 35 (77.78%) HDFS
2 13 (28.89%) Docker
3 3 (6.67%) Active Directory
3 3 (6.67%) Apache ZooKeeper
Systems Management
1 31 (68.89%) Oozie
2 20 (44.44%) Ambari
3 15 (33.33%) Hadoop YARN
4 6 (13.33%) Kubernetes
5 3 (6.67%) Apache Slider
5 3 (6.67%) Kibana
5 3 (6.67%) logstash
6 2 (4.44%) Ansible
6 2 (4.44%) Opscode Chef
7 1 (2.22%) Puppet
7 1 (2.22%) Terraform
Vendors
1 20 (44.44%) Oracle
2 11 (24.44%) Hortonworks
3 8 (17.78%) Tableau
4 7 (15.56%) Cloudera
4 7 (15.56%) Microsoft
5 6 (13.33%) IBM
5 6 (13.33%) MapR
6 4 (8.89%) Talend
7 2 (4.44%) Cognos
7 2 (4.44%) Informatica
7 2 (4.44%) SAP
7 2 (4.44%) Vertica
8 1 (2.22%) Alteryx
8 1 (2.22%) Red Hat