The following table provides summary statistics for contract job vacancies advertised in England 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 3 months to 25 March 2017 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.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Apache Flume
UK / England
Rank 502 565 560
Rank change year-on-year +63 -5  
Contract jobs citing Apache Flume 83 50 37
As % of all contract IT jobs advertised in England 0.20% 0.10% 0.077%
As % of the System Software category 1.77% 0.94% 0.73%
Number of daily rates quoted 59 24 29
Median daily rate £500 £478 £550
Median daily rate % change year-on-year +4.65% -13.13%  
90% offered a daily rate of more than £390 £426 £433
10% offered a daily rate of more than £655 £770 £700
UK excluding London median daily rate £351 £450 £700
% change year-on-year -22.11% -35.71%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

Apache Flume is in the system software skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in England with a requirement for system software skills.

Contract System Software Skills
England
Contract job vacancies with a requirement for system software skills 4688 5312 5042
As % of all contract IT job vacancies advertised in England 11.22% 10.83% 10.50%
Number of daily rates quoted 2994 3273 2789
Median daily rate £410 £395 £375
Median daily rate % change year-on-year +3.79% +5.33%  
90% offered a daily rate of more than £200 £200 £190
10% offered a daily rate of more than £575 £538 £525
UK excluding London median daily rate £350 £365 £350
% change year-on-year -4.10% +4.28%  
Number of hourly rates quoted 314 426 587
Median hourly rate £16.75 £16.50 £16.50
Median hourly rate % change year-on-year +1.51% -  
90% offered a hourly rate of more than £10.38 £11.00 £11.00
10% offered a hourly rate of more than £45.00 £45.00 £31.50
UK excluding London median hourly rate £15.86 £16.50 £15.50
% change year-on-year -3.87% +6.45%  

Apache Flume
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Apache Flume as a proportion of all contract or permanent IT jobs with a match in the System Software category.

Job vacancy trend for Apache Flume in England

Apache Flume
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for Apache Flume in England

Apache Flume
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Apache Flume in England over the 3 months to 25 March 2017.

Contractor daily rate histogram for Apache Flume in England

Apache Flume
Contract Job Locations in England

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 England region over the 3 months to 25 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +68 70 £513 +4.96% 5
South East - 13 £351 - 2
Apache Flume
UK

Apache Flume
Top 30 Related IT Skills in England

For the 6 months to 25 March 2017, IT contractor jobs citing Apache Flume also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the England region with a requirement for Apache Flume.

1 114 (88.37%) Hadoop
2 107 (82.95%) Apache Spark
3 97 (75.19%) Apache Hive
4 83 (64.34%) Big Data
5 79 (61.24%) Java
6 63 (48.84%) Kafka
7 62 (48.06%) HBase
8 58 (44.96%) Sqoop
9 53 (41.09%) Agile Software Development
10 51 (39.53%) Scala
11 50 (38.76%) Apache Pig
12 42 (32.56%) Python
13 41 (31.78%) Apache Cassandra
14 40 (31.01%) Analytics
15 38 (29.46%) Oozie
16 37 (28.68%) NoSQL
17 36 (27.91%) Finance
18 35 (27.13%) HDFS
19 32 (24.81%) MapReduce
19 32 (24.81%) Spring
20 30 (23.26%) MongoDB
21 28 (21.71%) Hibernate
21 28 (21.71%) Akka
22 27 (20.93%) Analytical Skills
22 27 (20.93%) TDD
22 27 (20.93%) Linux
23 26 (20.16%) ETL
24 25 (19.38%) Play Framework
24 25 (19.38%) Apache Avro
25 24 (18.60%) Cloudera

Apache Flume
Top Related 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
1 107 (82.95%) Apache Spark
2 50 (38.76%) Apache Pig
3 24 (18.60%) Apache
4 21 (16.28%) Elasticsearch
5 16 (12.40%) Apache Solr
6 6 (4.65%) SAS
7 4 (3.10%) JBoss
7 4 (3.10%) Tomcat
7 4 (3.10%) WebSphere
8 3 (2.33%) Mule
9 1 (0.78%) Adobe Experience Manager
9 1 (0.78%) CMS
9 1 (0.78%) IPython
9 1 (0.78%) Jupyter
9 1 (0.78%) Oracle Coherence
Applications
1 7 (5.43%) SPSS
2 4 (3.10%) MS Excel
3 2 (1.55%) Weka
Business Applications
1 1 (0.78%) SAP Oil and Gas
Cloud Services
1 19 (14.73%) Amazon AWS
2 10 (7.75%) Cloud Computing
3 9 (6.98%) Microsoft Azure
4 4 (3.10%) Amazon EC2
5 3 (2.33%) Amazon S3
6 2 (1.55%) Amazon EMR
6 2 (1.55%) GitHub
Communications & Networking
1 20 (15.50%) HTTP
2 11 (8.53%) Internet
3 9 (6.98%) Kerberos
4 3 (2.33%) LAN
4 3 (2.33%) Network Security
4 3 (2.33%) WAN
5 1 (0.78%) SSL
5 1 (0.78%) TCP/IP
Database & Business Intelligence
1 114 (88.37%) Hadoop
2 97 (75.19%) Apache Hive
3 83 (64.34%) Big Data
4 62 (48.06%) HBase
5 58 (44.96%) Sqoop
6 41 (31.78%) Apache Cassandra
7 37 (28.68%) NoSQL
8 30 (23.26%) MongoDB
9 24 (18.60%) SQL Server
10 23 (17.83%) Data Warehouse
11 19 (14.73%) Impala
12 15 (11.63%) Relational Database
13 12 (9.30%) QlikView
14 11 (8.53%) BusinessObjects
14 11 (8.53%) PostgreSQL
14 11 (8.53%) Redis
15 10 (7.75%) Apache Zeppelin
16 9 (6.98%) Amazon Redshift
17 8 (6.20%) SAP HANA
17 8 (6.20%) SQL Server Integration Services
Development Applications
1 21 (16.28%) Git (software)
2 18 (13.95%) Jenkins
3 12 (9.30%) WebDriver
4 9 (6.98%) Talend Open Studio
5 4 (3.10%) Hudson
6 3 (2.33%) Atlassian Bamboo
6 3 (2.33%) FishEye
6 3 (2.33%) JIRA
6 3 (2.33%) JUnit
6 3 (2.33%) Subversion
7 2 (1.55%) Apache Continuum
7 2 (1.55%) DbUnit
7 2 (1.55%) GoCD
7 2 (1.55%) JMeter
7 2 (1.55%) Robot Framework
7 2 (1.55%) Selenium
7 2 (1.55%) Team Foundation Server
8 1 (0.78%) Mockito
8 1 (0.78%) SonarQube
8 1 (0.78%) Vagrant
General
1 36 (27.91%) Finance
2 21 (16.28%) Banking
3 6 (4.65%) Retail
4 5 (3.88%) Games
4 5 (3.88%) Investment Banking
5 4 (3.10%) Marketing
6 2 (1.55%) Financial Institution
6 2 (1.55%) Front Office
6 2 (1.55%) Telecoms
7 1 (0.78%) Billing
7 1 (0.78%) Electronics
7 1 (0.78%) French Language
7 1 (0.78%) German Language
7 1 (0.78%) Law
7 1 (0.78%) Manufacturing
Job Titles
1 57 (44.19%) Developer
2 30 (23.26%) Java Developer
3 27 (20.93%) Architect
4 25 (19.38%) Data Engineer
5 21 (16.28%) Big Data Engineer
5 21 (16.28%) Data Architect
5 21 (16.28%) Hadoop Developer
6 19 (14.73%) Big Data Architect
6 19 (14.73%) Big Data Developer
7 18 (13.95%) Scala Developer
8 14 (10.85%) Java Scala Developer
9 13 (10.08%) Administrator
10 11 (8.53%) Hadoop Architect
10 11 (8.53%) Hadoop Engineer
11 8 (6.20%) Apache Spark Developer
12 7 (5.43%) Big Data Consultant
12 7 (5.43%) Consultant
12 7 (5.43%) Data Consultant
13 6 (4.65%) Hadoop Administrator
13 6 (4.65%) Linux Administrator
Libraries, Frameworks & Software Standards
1 63 (48.84%) Kafka
2 32 (24.81%) Spring
3 28 (21.71%) Akka
3 28 (21.71%) Hibernate
4 25 (19.38%) Apache Avro
4 25 (19.38%) Play Framework
5 10 (7.75%) Spark Streaming
6 8 (6.20%) Web Services
7 5 (3.88%) Apache Tez
7 5 (3.88%) D3.js
7 5 (3.88%) HTML
8 4 (3.10%) CSS
8 4 (3.10%) Elastic Stack
8 4 (3.10%) RESTful
8 4 (3.10%) SOAP
8 4 (3.10%) Spring MVC
8 4 (3.10%) Struts
9 3 (2.33%) JMS
9 3 (2.33%) JSP
9 3 (2.33%) Servlets
Miscellaneous
1 27 (20.93%) Analytical Skills
2 7 (5.43%) Replication
3 6 (4.65%) Algorithms
4 5 (3.88%) Computer Science
5 3 (2.33%) Distributed Denial-of-Service
5 3 (2.33%) Fintech
5 3 (2.33%) Private Cloud
5 3 (2.33%) User Experience
6 2 (1.55%) Clustering
6 2 (1.55%) Credit Risk
6 2 (1.55%) Grid Computing
6 2 (1.55%) Social Media
7 1 (0.78%) Data Centre
7 1 (0.78%) Foreign Exchange (FX)
7 1 (0.78%) Management Information System
Operating Systems
1 27 (20.93%) Linux
2 19 (14.73%) Unix
3 7 (5.43%) Red Hat Enterprise Linux
4 5 (3.88%) Debian
4 5 (3.88%) Ubuntu
5 1 (0.78%) CentOS
Processes & Methodologies
1 53 (41.09%) Agile Software Development
2 40 (31.01%) Analytics
3 32 (24.81%) MapReduce
4 27 (20.93%) TDD
5 26 (20.16%) ETL
6 23 (17.83%) Business Intelligence
7 21 (16.28%) Automated Testing
8 19 (14.73%) CQRS
8 19 (14.73%) E-Commerce
8 19 (14.73%) Machine Learning
9 17 (13.18%) Domain-Driven Design
9 17 (13.18%) Pair Programming
10 16 (12.40%) Open Source
11 13 (10.08%) Data Modelling
12 11 (8.53%) Performance Tuning
13 10 (7.75%) Continuous Integration
13 10 (7.75%) Data Ingestion
13 10 (7.75%) Mentoring
14 8 (6.20%) Configuration Management
14 8 (6.20%) Data Architecture
Programming Languages
1 79 (61.24%) Java
2 51 (39.53%) Scala
3 42 (32.56%) Python
4 23 (17.83%) SQL
5 18 (13.95%) R
6 10 (7.75%) Perl
7 6 (4.65%) PHP
8 4 (3.10%) JavaScript
9 3 (2.33%) Bash Shell
9 3 (2.33%) CQL
10 2 (1.55%) C
10 2 (1.55%) C#
10 2 (1.55%) C++
10 2 (1.55%) HiveQL
10 2 (1.55%) MATLAB
11 1 (0.78%) Pig Latin
11 1 (0.78%) PL/SQL
11 1 (0.78%) PowerShell
11 1 (0.78%) Ruby
11 1 (0.78%) Shell Script
Qualifications
1 6 (4.65%) Degree
2 3 (2.33%) CISA
2 3 (2.33%) CISM
2 3 (2.33%) CISSP
3 1 (0.78%) Security Cleared
Quality Assurance & Compliance
1 3 (2.33%) FedRAMP
1 3 (2.33%) PCI DSS
2 2 (1.55%) Data Quality
2 2 (1.55%) QA
System Software
1 35 (27.13%) HDFS
2 18 (13.95%) Apache ZooKeeper
3 3 (2.33%) Oracle RAC
4 2 (1.55%) Docker
5 1 (0.78%) Virtual Machines
Systems Management
1 38 (29.46%) Oozie
2 16 (12.40%) Hadoop YARN
3 12 (9.30%) Ambari
4 11 (8.53%) Opscode Chef
5 5 (3.88%) Ansible
5 5 (3.88%) Puppet
6 4 (3.10%) Kibana
7 3 (2.33%) logstash
Vendors
1 24 (18.60%) Cloudera
2 23 (17.83%) Hortonworks
3 22 (17.05%) Oracle
4 15 (11.63%) Informatica
5 14 (10.85%) Tableau
6 12 (9.30%) Cognos
7 10 (7.75%) SAP
8 9 (6.98%) Talend
9 7 (5.43%) Teradata
9 7 (5.43%) Vertica
10 6 (4.65%) Microsoft
11 5 (3.88%) Sybase
12 4 (3.10%) Ab Initio
12 4 (3.10%) MapR
13 3 (2.33%) Atlassian
13 3 (2.33%) Cisco
13 3 (2.33%) IBM
14 2 (1.55%) GoldenSource
14 2 (1.55%) RapidMiner
14 2 (1.55%) Red Hat
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