The following table provides summary statistics for contract job vacancies 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 28 June 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.

Apache Flume
UK
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 533 607 624
Rank change year-on-year +74 +17  
Contract jobs citing Apache Flume 77 44 21
As % of all contract IT jobs advertised in the UK 0.16% 0.082% 0.038%
As % of the System Software category 1.46% 0.65% 0.36%
Number of daily rates quoted 49 18 17
Median daily rate £493 £515 £525
Median daily rate % change year-on-year -4.36% -1.90%  
90% offered a daily rate of more than £361 £459 £384
10% offered a daily rate of more than £625 £690 £728
UK excluding London median daily rate £401 £500 £563
% change year-on-year -19.90% -11.11%  
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 with a requirement for system software skills.

Contract System Software Skills
UK
Contract job vacancies with a requirement for system software skills 5277 6781 5827
As % of all contract IT job vacancies advertised in the UK 11.20% 12.59% 10.57%
Number of daily rates quoted 5009 7094 5670
Median daily rate £410 £400 £350
Median daily rate % change year-on-year +2.50% +14.28%  
90% offered a daily rate of more than £175 £200 £180
10% offered a daily rate of more than £575 £575 £500
UK excluding London median daily rate £375 £350 £330
% change year-on-year +7.14% +6.06%  
Number of hourly rates quoted 431 681 778
Median hourly rate £16.92 £20.00 £17.98
Median hourly rate % change year-on-year -15.40% +11.23%  
90% offered a hourly rate of more than £10.50 £11.25 £10.50
10% offered a hourly rate of more than £49.19 £42.50 £40.00
UK excluding London median hourly rate £16.00 £22.50 £17.50
% change year-on-year -28.88% +28.57%  

Apache Flume
Job Vacancy Trend

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

Job vacancy trend for Apache Flume in the UK

Apache Flume
Contractor Daily Rate Trend

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

Contractor daily rate trend for Apache Flume in the UK

Apache Flume
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Apache Flume over the 3 months to 28 June 2017.

Contractor daily rate histogram for Apache Flume in the UK

Apache Flume
Top 10 Contract Locations

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 UK over the 3 months to 28 June 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
England +64 71 £493 -4.36% 21
UK excluding London +56 42 £401 -19.90% 15
London +25 34 £550 - 7
South East +38 24 £401 +3.35%
East of England +2 8 £550 - 4
North of England +63 4 - - 10
Scotland - 4 - - 1
Wales - 2 - -
Midlands +14 1 - -
Northern Ireland - 1 - -

For the 6 months to 28 June 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 with a requirement for Apache Flume.

1 141 (85.98%) Hadoop
2 129 (78.66%) Apache Hive
3 123 (75.00%) Apache Spark
4 97 (59.15%) Big Data
5 88 (53.66%) Java
6 77 (46.95%) HBase
7 72 (43.90%) Kafka
8 67 (40.85%) Python
9 66 (40.24%) Sqoop
10 65 (39.63%) Apache Pig
10 65 (39.63%) Scala
11 57 (34.76%) Cloudera
11 57 (34.76%) HDFS
12 54 (32.93%) Agile Software Development
13 50 (30.49%) Impala
14 45 (27.44%) Oozie
15 43 (26.22%) Linux
15 43 (26.22%) MapReduce
16 39 (23.78%) Analytics
17 38 (23.17%) Unix
18 37 (22.56%) Finance
19 36 (21.95%) ETL
20 35 (21.34%) Analytical Skills
21 32 (19.51%) Apache Cassandra
21 32 (19.51%) Apache Solr
22 31 (18.90%) NoSQL
23 30 (18.29%) MongoDB
23 30 (18.29%) Spring
24 29 (17.68%) Elasticsearch
25 28 (17.07%) Akka

Apache Flume
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
1 123 (75.00%) Apache Spark
2 65 (39.63%) Apache Pig
3 32 (19.51%) Apache Solr
4 29 (17.68%) Elasticsearch
5 20 (12.20%) Apache
6 13 (7.93%) WebSphere
7 12 (7.32%) SAS
8 10 (6.10%) JBoss
9 8 (4.88%) Tomcat
10 6 (3.66%) Mule
11 2 (1.22%) Adobe Experience Manager
11 2 (1.22%) CMS
11 2 (1.22%) Confluence
11 2 (1.22%) Jupyter
11 2 (1.22%) WebSphere Application Server
11 2 (1.22%) WebSphere Portal
12 1 (0.61%) IBM HTTP Server
12 1 (0.61%) IPython
Applications
1 11 (6.71%) SPSS
2 5 (3.05%) Stata
3 2 (1.22%) Weka
Business Applications
1 1 (0.61%) SAP Oil and Gas
Cloud Services
1 20 (12.20%) Amazon AWS
2 10 (6.10%) Cloud Computing
3 8 (4.88%) Microsoft Azure
4 4 (2.44%) Amazon EC2
5 3 (1.83%) Amazon S3
6 2 (1.22%) Google Cloud Platform
7 1 (0.61%) Amazon EMR
7 1 (0.61%) GitHub
7 1 (0.61%) SaaS
Communications & Networking
1 23 (14.02%) HTTP
2 13 (7.93%) Internet
3 7 (4.27%) Network Security
4 4 (2.44%) Kerberos
4 4 (2.44%) SSL
5 3 (1.83%) Firewall
5 3 (1.83%) SNMP
5 3 (1.83%) SSH
6 2 (1.22%) HTTPS
6 2 (1.22%) SNA
7 1 (0.61%) TCP/IP
Database & Business Intelligence
1 141 (85.98%) Hadoop
2 129 (78.66%) Apache Hive
3 97 (59.15%) Big Data
4 77 (46.95%) HBase
5 66 (40.24%) Sqoop
6 50 (30.49%) Impala
7 32 (19.51%) Apache Cassandra
8 31 (18.90%) NoSQL
9 30 (18.29%) MongoDB
10 18 (10.98%) Data Warehouse
11 15 (9.15%) SQL Server
12 12 (7.32%) QlikView
13 10 (6.10%) Relational Database
14 9 (5.49%) Apache Zeppelin
15 8 (4.88%) Data Mining
16 7 (4.27%) BusinessObjects
16 7 (4.27%) CouchDB
16 7 (4.27%) DataStax
16 7 (4.27%) PostgreSQL
16 7 (4.27%) Redis
Development Applications
1 27 (16.46%) Jenkins
2 19 (11.59%) Git (software)
3 11 (6.71%) WebDriver
4 6 (3.66%) Hudson
5 5 (3.05%) JIRA
5 5 (3.05%) Talend Open Studio
6 3 (1.83%) Team Foundation Server
7 2 (1.22%) Bitbucket
7 2 (1.22%) Subversion
8 1 (0.61%) Cucumber
8 1 (0.61%) GoCD
8 1 (0.61%) JUnit
8 1 (0.61%) Maven
8 1 (0.61%) Sonatype Nexus
8 1 (0.61%) TeamCity
8 1 (0.61%) Vagrant
General
1 37 (22.56%) Finance
2 18 (10.98%) Banking
3 7 (4.27%) Retail
3 7 (4.27%) Telecoms
4 3 (1.83%) Games
4 3 (1.83%) Law
4 3 (1.83%) Marketing
5 2 (1.22%) Billing
5 2 (1.22%) Financial Institution
6 1 (0.61%) Electronics
6 1 (0.61%) French Language
6 1 (0.61%) Investment Banking
6 1 (0.61%) Manufacturing
Job Titles
1 67 (40.85%) Developer
2 35 (21.34%) Data Engineer
3 30 (18.29%) Big Data Engineer
4 28 (17.07%) Java Developer
5 26 (15.85%) Administrator
6 24 (14.63%) Hadoop Developer
7 23 (14.02%) Scala Developer
8 20 (12.20%) Big Data Developer
9 19 (11.59%) Linux Administrator
10 18 (10.98%) Architect
11 17 (10.37%) Hadoop Administrator
12 16 (9.76%) Hadoop Engineer
13 11 (6.71%) Java Scala Developer
13 11 (6.71%) Linux Systems Administrator
13 11 (6.71%) Systems Administrator
14 10 (6.10%) Data Architect
15 9 (5.49%) Big Data Architect
16 7 (4.27%) Applications Architect
16 7 (4.27%) AWS Engineer
17 6 (3.66%) Consultant
Libraries, Frameworks & Software Standards
1 72 (43.90%) Kafka
2 30 (18.29%) Spring
3 28 (17.07%) Akka
4 26 (15.85%) Hibernate
5 25 (15.24%) Apache Avro
6 24 (14.63%) Play Framework
7 19 (11.59%) Spark Streaming
8 13 (7.93%) Web Services
9 9 (5.49%) Elastic Stack
10 8 (4.88%) HTML
11 7 (4.27%) AngularJS
11 7 (4.27%) HTML5
11 7 (4.27%) RESTful
12 6 (3.66%) CSS
12 6 (3.66%) CSS3
12 6 (3.66%) jQuery
12 6 (3.66%) REST
12 6 (3.66%) SOAP
12 6 (3.66%) Spring MVC
12 6 (3.66%) WebSphere MQ
Miscellaneous
1 35 (21.34%) Analytical Skills
2 12 (7.32%) Algorithms
3 10 (6.10%) Computer Science
4 7 (4.27%) Distributed Denial-of-Service
5 6 (3.66%) Greenfield Project
5 6 (3.66%) Private Cloud
6 3 (1.83%) Data Centre
6 3 (1.83%) Fintech
6 3 (1.83%) Mainframe
6 3 (1.83%) Replication
7 2 (1.22%) DataPower
7 2 (1.22%) Social Media
7 2 (1.22%) Social Network
8 1 (0.61%) Online Games
8 1 (0.61%) Reference Data
Operating Systems
1 43 (26.22%) Linux
2 38 (23.17%) Unix
3 21 (12.80%) Red Hat Enterprise Linux
3 21 (12.80%) Ubuntu
4 19 (11.59%) Debian
5 5 (3.05%) Windows
6 3 (1.83%) Apple iOS
7 2 (1.22%) AIX
7 2 (1.22%) Solaris
8 1 (0.61%) Android
8 1 (0.61%) CentOS
Processes & Methodologies
1 54 (32.93%) Agile Software Development
2 43 (26.22%) MapReduce
3 39 (23.78%) Analytics
4 36 (21.95%) ETL
5 27 (16.46%) Machine Learning
5 27 (16.46%) TDD
6 25 (15.24%) Performance Tuning
7 21 (12.80%) Business Intelligence
8 20 (12.20%) CQRS
8 20 (12.20%) Test Automation
9 18 (10.98%) Desktop Virtualisation
9 18 (10.98%) E-Commerce
9 18 (10.98%) Security Hardening
10 17 (10.37%) Continuous Integration
11 16 (9.76%) Domain-Driven Design
11 16 (9.76%) Open Source
11 16 (9.76%) Pair Programming
12 15 (9.15%) Data Architecture
13 12 (7.32%) Data Analytics
14 11 (6.71%) Mathematics
Programming Languages
1 88 (53.66%) Java
2 67 (40.85%) Python
3 65 (39.63%) Scala
4 27 (16.46%) SQL
5 18 (10.98%) R
6 11 (6.71%) Perl
7 9 (5.49%) JavaScript
7 9 (5.49%) Shell Script
8 7 (4.27%) Bash Shell
9 6 (3.66%) HiveQL
10 5 (3.05%) MATLAB
10 5 (3.05%) PL/SQL
11 4 (2.44%) PHP
12 3 (1.83%) CQL
13 2 (1.22%) C#
14 1 (0.61%) C
14 1 (0.61%) COBOL
14 1 (0.61%) Pig Latin
14 1 (0.61%) PowerShell
Qualifications
1 7 (4.27%) CISA
1 7 (4.27%) CISM
1 7 (4.27%) CISSP
2 6 (3.66%) Degree
3 4 (2.44%) Security Cleared
4 2 (1.22%) Computer Science Degree
4 2 (1.22%) Master's Degree
5 1 (0.61%) DV Cleared
5 1 (0.61%) SC Cleared
Quality Assurance & Compliance
1 7 (4.27%) QA
2 6 (3.66%) Data Quality
2 6 (3.66%) FedRAMP
2 6 (3.66%) PCI DSS
System Software
1 57 (34.76%) HDFS
2 28 (17.07%) Apache ZooKeeper
3 1 (0.61%) Docker
Systems Management
1 45 (27.44%) Oozie
2 22 (13.41%) Hadoop YARN
3 11 (6.71%) Kibana
4 10 (6.10%) logstash
5 9 (5.49%) Opscode Chef
5 9 (5.49%) Puppet
6 8 (4.88%) Ansible
7 6 (3.66%) Ambari
8 2 (1.22%) BMC PATROL
8 2 (1.22%) Control-M
8 2 (1.22%) Data Guard
8 2 (1.22%) Oracle RMAN
Vendors
1 57 (34.76%) Cloudera
2 20 (12.20%) Oracle
3 15 (9.15%) Hortonworks
3 15 (9.15%) IBM
4 14 (8.54%) Informatica
5 12 (7.32%) Tableau
6 8 (4.88%) Cognos
7 7 (4.27%) MapR
7 7 (4.27%) Teradata
8 5 (3.05%) Ab Initio
8 5 (3.05%) SAP
8 5 (3.05%) Talend
9 4 (2.44%) Splunk
9 4 (2.44%) Sybase
10 3 (1.83%) Microsoft
10 3 (1.83%) Palantir
10 3 (1.83%) Red Hat
10 3 (1.83%) Vertica
11 2 (1.22%) Adobe
11 2 (1.22%) Google
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