Period
to 24 November 2017

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 6 months to 24 November 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 > England
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 613 711 788
Rank change year-on-year +98 +77 +2
Contract jobs citing Apache Flume 252 145 78
As % of all contract IT jobs advertised in England 0.27% 0.15% 0.075%
As % of the System Software category 2.08% 1.21% 0.72%
Number of daily rates quoted 193 99 47
England median daily rate £550 £550 £600
Median daily rate % change year-on-year - -8.33% -22.58%
10th Percentile £400 £425 £425
90th Percentile £675 £685 £725
UK median daily rate £550 £550 £600
% change year-on-year - -8.33% -22.58%
Number of hourly rates quoted 1 0 2
England median hourly rate £35.00 - £33.55
UK median hourly rate £35.00 - £33.55

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 England with a requirement for system software skills.

All System Software Skills
England
Contract vacancies with a requirement for system software skills 12124 12020 10775
As % of all contract IT jobs advertised in England 12.79% 12.32% 10.30%
Number of daily rates quoted 7943 7609 6233
England median daily rate £425 £413 £375
Median daily rate % change year-on-year +3.03% +10.00% +8.70%
10th Percentile £161 £175 £160
90th Percentile £613 £575 £550
UK median daily rate £425 £400 £370
% change year-on-year +6.25% +8.11% +9.63%
Number of hourly rates quoted 659 810 1168
England median hourly rate £16.50 £16.00 £16.00
Median hourly rate % change year-on-year +3.13% - +6.67%
10th Percentile £10.40 £10.50 £10.21
90th Percentile £47.30 £39.78 £38.75
UK median hourly rate £16.50 £15.88 £16.00
% change year-on-year +3.94% -0.78% +6.67%

Apache Flume
Job Vacancy Trend in England

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

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 6 months to 24 November 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 6 months to 24 November 2017. 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
London +41 152 £550 +2.33% 10
South East +27 50 £525 -8.70% 4
North of England +90 40 £464 -16.67% 3
Yorkshire +52 32 £461 -17.12% 3
East of England +5 10 £630 +50.00%
North West +36 8 £600 -
Apache Flume
UK

For the 6 months to 24 November 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.

1 232 (92.06%) Hadoop
2 231 (91.67%) Big Data
3 216 (85.71%) Apache Hive
4 215 (85.32%) Apache Spark
5 183 (72.62%) Kafka
6 149 (59.13%) HDFS
7 148 (58.73%) Sqoop
8 134 (53.17%) HBase
9 133 (52.78%) MapReduce
9 133 (52.78%) Java
10 121 (48.02%) Oozie
11 118 (46.83%) Python
12 99 (39.29%) Impala
13 83 (32.94%) DevOps
14 74 (29.37%) Open Source
15 73 (28.97%) Hadoop YARN
16 72 (28.57%) Ambari
17 68 (26.98%) SQL
18 65 (25.79%) GitHub
19 63 (25.00%) Linux
19 63 (25.00%) Scala
20 61 (24.21%) Agile Software Development
21 60 (23.81%) NoSQL
21 60 (23.81%) Analytics
21 60 (23.81%) Data Engineering
22 59 (23.41%) PySpark
23 58 (23.02%) Cloudera
23 58 (23.02%) ETL
24 56 (22.22%) PostgreSQL
25 54 (21.43%) Shell Script

Apache Flume
Co-occurring 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
1 215 (85.32%) Apache Spark
2 48 (19.05%) Apache Pig
3 30 (11.90%) Elasticsearch
4 27 (10.71%) Apache
5 12 (4.76%) OpenStack
6 8 (3.17%) Apache Solr
7 4 (1.59%) SAS
8 3 (1.19%) WebSphere
9 2 (0.79%) JBoss
9 2 (0.79%) Mule
9 2 (0.79%) Tomcat
10 1 (0.40%) Oracle Workflow
Applications
1 1 (0.40%) SPSS
1 1 (0.40%) Stata
Cloud Services
1 65 (25.79%) GitHub
2 35 (13.89%) Bluemix
2 35 (13.89%) IBM Cloud
3 34 (13.49%) Amazon AWS
4 11 (4.37%) Google Analytics
5 5 (1.98%) Cloud Computing
6 4 (1.59%) Amazon EMR
6 4 (1.59%) Amazon Kinesis
6 4 (1.59%) Amazon S3
6 4 (1.59%) IaaS
6 4 (1.59%) PaaS
6 4 (1.59%) Slack
7 2 (0.79%) Google Cloud Platform
7 2 (0.79%) Google Tag Manager
7 2 (0.79%) Microsoft Azure
8 1 (0.40%) Data Lake Analytics
8 1 (0.40%) SaaS
Communications & Networking
1 15 (5.95%) LAN
2 14 (5.56%) VPN
2 14 (5.56%) WAN
3 7 (2.78%) Kerberos
3 7 (2.78%) SSL
4 6 (2.38%) Firewall
4 6 (2.38%) SNMP
4 6 (2.38%) SSH
5 4 (1.59%) Network Security
6 2 (0.79%) SNA
7 1 (0.40%) HTTP
7 1 (0.40%) Internet
7 1 (0.40%) Multicast
Database & Business Intelligence
1 232 (92.06%) Hadoop
2 231 (91.67%) Big Data
3 216 (85.71%) Apache Hive
4 148 (58.73%) Sqoop
5 134 (53.17%) HBase
6 99 (39.29%) Impala
7 60 (23.81%) NoSQL
8 56 (22.22%) PostgreSQL
9 29 (11.51%) Data Warehouse
10 23 (9.13%) Data Lake
10 23 (9.13%) MongoDB
10 23 (9.13%) RDBMS
10 23 (9.13%) Relational Database
11 20 (7.94%) Apache Cassandra
11 20 (7.94%) SQL Server
12 17 (6.75%) IBM BigInsights
13 15 (5.95%) Oracle Database
14 14 (5.56%) Oracle ODI
15 11 (4.37%) SQL Server 2008
15 11 (4.37%) SQL Server 2012
Development Applications
1 45 (17.86%) Jenkins
2 32 (12.70%) Git (software)
3 17 (6.75%) Talend Open Studio
4 12 (4.76%) Team Foundation Server
5 9 (3.57%) JIRA
6 8 (3.17%) WebDriver
7 1 (0.40%) Atlassian Bamboo
7 1 (0.40%) Cucumber
7 1 (0.40%) Hudson
7 1 (0.40%) PowerDesigner
7 1 (0.40%) SQL Server Management Studio (SSMS)
General
1 48 (19.05%) Finance
2 33 (13.10%) Banking
3 19 (7.54%) Telecoms
4 7 (2.78%) Retail
5 6 (2.38%) Marketing
6 4 (1.59%) Electronics
6 4 (1.59%) Manufacturing
7 3 (1.19%) Investment Banking
7 3 (1.19%) Publishing
8 2 (0.79%) Games
8 2 (0.79%) Legal
9 1 (0.40%) Front Office
9 1 (0.40%) Law
Job Titles
1 78 (30.95%) Data Engineer
2 58 (23.02%) Big Data Engineer
3 48 (19.05%) Developer
3 48 (19.05%) Hadoop Engineer
4 37 (14.68%) Architect
5 25 (9.92%) Data Architect
6 19 (7.54%) Big Data Architect
6 19 (7.54%) DevOps Engineer
7 18 (7.14%) Administrator
7 18 (7.14%) Big Data Developer
7 18 (7.14%) Hadoop Developer
8 17 (6.75%) Java Engineer
9 16 (6.35%) Hadoop Administrator
10 15 (5.95%) Senior Hadoop Engineer
11 14 (5.56%) Senior Java Engineer
12 11 (4.37%) Scala Developer
12 11 (4.37%) Senior Data Engineer
13 8 (3.17%) Solutions Architect
13 8 (3.17%) Technical Architect
14 7 (2.78%) Senior Developer
Libraries, Frameworks & Software Standards
1 183 (72.62%) Kafka
2 59 (23.41%) PySpark
3 48 (19.05%) Spark Streaming
4 26 (10.32%) Web Services
5 22 (8.73%) RESTful
6 21 (8.33%) SOAP
7 16 (6.35%) Sensu
8 14 (5.56%) XML
9 13 (5.16%) Apache Avro
10 12 (4.76%) Elastic Stack
11 9 (3.57%) Akka
12 8 (3.17%) jQuery
12 8 (3.17%) Play Framework
13 7 (2.78%) Ajax
13 7 (2.78%) JSON
14 6 (2.38%) J2EE
14 6 (2.38%) RabbitMQ
15 5 (1.98%) REST
15 5 (1.98%) scikit-learn
16 4 (1.59%) Cascading
Miscellaneous
1 34 (13.49%) Analytical Skills
2 16 (6.35%) Greenfield Project
3 8 (3.17%) Algorithms
4 7 (2.78%) Computer Science
5 6 (2.38%) Mainframe
6 4 (1.59%) Replication
7 3 (1.19%) Credit Derivative
7 3 (1.19%) Data Centre
7 3 (1.19%) Derivative
7 3 (1.19%) Distributed Denial-of-Service
7 3 (1.19%) Equities
7 3 (1.19%) Foreign Exchange (FX)
7 3 (1.19%) User Experience
8 2 (0.79%) Private Cloud
8 2 (0.79%) Reference Data
8 2 (0.79%) Social Network
9 1 (0.40%) Credit Risk
9 1 (0.40%) Management Information System
9 1 (0.40%) Media Streaming
9 1 (0.40%) Video\Live Streaming
Operating Systems
1 63 (25.00%) Linux
2 31 (12.30%) Unix
3 13 (5.16%) Ubuntu
4 8 (3.17%) Windows
5 4 (1.59%) Red Hat Enterprise Linux
6 3 (1.19%) Apple iOS
7 2 (0.79%) Android
7 2 (0.79%) CentOS
8 1 (0.40%) Debian
Processes & Methodologies
1 133 (52.78%) MapReduce
2 83 (32.94%) DevOps
3 74 (29.37%) Open Source
4 61 (24.21%) Agile Software Development
5 60 (23.81%) Analytics
5 60 (23.81%) Data Engineering
6 58 (23.02%) ETL
7 39 (15.48%) Continuous Integration
8 38 (15.08%) Data Modelling
9 30 (11.90%) Data Analytics
10 28 (11.11%) Business Intelligence
11 25 (9.92%) Multithreading
12 23 (9.13%) Configuration Management
13 22 (8.73%) Big Data Analytics
14 21 (8.33%) BDD
15 18 (7.14%) Use Case
16 16 (6.35%) Disaster Recovery
16 16 (6.35%) Information Security
16 16 (6.35%) TDD
16 16 (6.35%) Workflow
Programming Languages
1 133 (52.78%) Java
2 118 (46.83%) Python
3 68 (26.98%) SQL
4 63 (25.00%) Scala
5 54 (21.43%) Shell Script
6 16 (6.35%) PL/SQL
7 14 (5.56%) Bash Shell
8 13 (5.16%) HiveQL
9 8 (3.17%) C#
9 8 (3.17%) JavaScript
10 5 (1.98%) C
10 5 (1.98%) Perl
11 2 (0.79%) COBOL
11 2 (0.79%) Pig Latin
12 1 (0.40%) MATLAB
12 1 (0.40%) R
Qualifications
1 24 (9.52%) Security Cleared
2 20 (7.94%) SC Cleared
3 5 (1.98%) DV Cleared
4 4 (1.59%) Degree
5 3 (1.19%) CISA
5 3 (1.19%) CISM
5 3 (1.19%) CISSP
6 1 (0.40%) Master's Degree
Quality Assurance & Compliance
1 6 (2.38%) QA
2 5 (1.98%) Data Quality
3 2 (0.79%) FedRAMP
3 2 (0.79%) PCI DSS
4 1 (0.40%) Basel III
4 1 (0.40%) Dodd-Frank
System Software
1 149 (59.13%) HDFS
2 23 (9.13%) Docker
3 5 (1.98%) Apache ZooKeeper
4 2 (0.79%) Active Directory
Systems Management
1 121 (48.02%) Oozie
2 73 (28.97%) Hadoop YARN
3 72 (28.57%) Ambari
4 29 (11.51%) Ansible
5 24 (9.52%) Kubernetes
6 17 (6.75%) Prometheus
7 14 (5.56%) Control-M
8 13 (5.16%) Puppet
9 11 (4.37%) Opscode Chef
10 9 (3.57%) Kibana
10 9 (3.57%) logstash
11 4 (1.59%) Mesos
12 1 (0.40%) Apache Slider
Vendors
1 58 (23.02%) Cloudera
2 52 (20.63%) IBM
3 42 (16.67%) Tableau
4 41 (16.27%) Oracle
5 22 (8.73%) Hortonworks
6 17 (6.75%) Talend
7 15 (5.95%) Google
7 15 (5.95%) Informatica
8 14 (5.56%) Splunk
9 13 (5.16%) Red Hat
9 13 (5.16%) Salesforce.com
10 12 (4.76%) SAP
11 11 (4.37%) MapR
12 7 (2.78%) Teradata
13 5 (1.98%) Palantir
14 2 (0.79%) MuleSoft
14 2 (0.79%) SaltStack
14 2 (0.79%) Tealium
15 1 (0.40%) Elastic Path