The table below looks at the statistics for Apache Flume skills in IT contracts advertised across the UK. Included is a guide to the contractor rates offered in IT contracts that have cited Apache Flume over the 3 months to 10 December 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
10 Dec 2016
Same period 2015 Same period 2014
Apache Flume
Rank 541 593 623
Rank change year-on-year
+52 +30
Contract jobs citing Apache Flume 73 56 25
As % of all contract IT jobs located in the UK 0.15% 0.10% 0.044%
As % of the System Software category 1.16% 1.01% 0.44%
Number of daily rates quoted 44 35 13
Median daily rate £550 £600 £550
Median daily rate % change year-on-year
-8.33% +9.09%
90% offered a daily rate of more than £400 £489 £450
10% offered a daily rate of more than £724 £650 £775
UK excluding London median daily rate £550 £550 -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

The following table is for comparison with the above and provides statistics for the entire System Software category in contract jobs advertised across the UK.

System Software Category
UK
Contract IT job ads with a match in the
System Software category
6317 5562 5728
As % of all contract IT jobs located in the UK 12.75% 10.11% 10.16%
Number of daily rates quoted 3924 3239 3158
Median daily rate £400 £375 £360
Median daily rate % change year-on-year
+6.66% +4.31%
90% offered a daily rate of more than £195 £175 £180
10% offered a daily rate of more than £568 £550 £500
UK excluding London median daily rate £350 £350 £349
% change year-on-year
- +0.28%
Number of hourly rates quoted 464 617 716
Median hourly rate £16.29 £16.50 £16.50
Median hourly rate % change year-on-year
-1.27% -
90% offered a hourly rate of more than £11.17 £10.50 £11.00
10% offered a hourly rate of more than £49.46 £41.50 £33.50
UK excluding London median hourly rate £16.00 £16.00 £16.78
% change year-on-year
- -4.64%

Apache Flume
Jobs Demand Trend

The demand trend of contract jobs citing Apache Flume as a proportion of all IT contracts with a match in the System Software category.

Apache Flume Jobs Demand Trend in the UK

Apache Flume
Daily Rate Trend

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

Apache Flume Daily Rate Trend in the UK

Apache Flume
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Apache Flume within the UK over the 3 months to 10 December 2016.

Apache Flume Daily Rate Histogram in the UK

Apache Flume
Hourly Rate Trend

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Apache Flume within the UK.

Apache Flume Hourly Rate Trend in the UK

Apache Flume
Top 25 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 10 December 2016. 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
(Click see detailed
statistics and trends)
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 +25 63 £550 -8.33% 9
London +13 51 £550 -10.20% 5
South East +21 6 £550 -
Scotland - 5 £423 - 1
Staines - 5 £550 -
Surrey - 5 £550 -
Glasgow - 4 £423 -
City of London -16 3 £650 +1.96% 1
West Midlands -16 2 £525 +16.66%
Newport - 2 £688 -
South Wales - 2 £688 -
Wales - 2 £688 -
Yorkshire +19 1 £550 -4.34%
East of England - 1 - -
Ipswich - 1 - -
Belfast - 1 - -
Northern Ireland - 1 - -
Coventry - 1 £525 -
Warwickshire - 1 - -
Rugby - 1 - -
Leeds - 1 £550 -
West Yorkshire - 1 £550 -
Middlesex - 1 - -
Suffolk - 1 - -
County Antrim - 1 - -

Apache Flume
Top 30 Related IT Skills

For the 6 months to 10 December 2016, 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.

1 139 (87.42%) Hadoop
2 122 (76.73%) Big Data
3 115 (72.33%) Apache Spark
4 108 (67.92%) Apache Hive
5 106 (66.67%) Java
6 83 (52.20%) Kafka
7 72 (45.28%) Sqoop
8 67 (42.14%) HBase
8 67 (42.14%) Python
9 65 (40.88%) Scala
10 63 (39.62%) Agile Software Development
11 57 (35.85%) MapReduce
11 57 (35.85%) Apache Pig
12 50 (31.45%) HDFS
13 47 (29.56%) Linux
13 47 (29.56%) SQL
14 44 (27.67%) NoSQL
15 43 (27.04%) Oozie
16 42 (26.42%) Apache Cassandra
17 41 (25.79%) ETL
17 41 (25.79%) Analytics
18 37 (23.27%) Apache
19 36 (22.64%) Hadoop YARN
20 35 (22.01%) Elasticsearch
21 34 (21.38%) Data Warehouse
21 34 (21.38%) Open Source
22 33 (20.75%) MongoDB
23 32 (20.13%) Git (software)
24 31 (19.50%) Business Intelligence
24 31 (19.50%) Unix

Apache Flume
Top Related 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
1 115 (72.33%) Apache Spark
2 57 (35.85%) Apache Pig
3 37 (23.27%) Apache
4 35 (22.01%) Elasticsearch
5 14 (8.81%) Apache Solr
6 6 (3.77%) SAS
7 4 (2.52%) JBoss
7 4 (2.52%) WebSphere
8 2 (1.26%) SharePoint
9 1 (0.63%) Oracle Coherence
Applications
1 4 (2.52%) SPSS
2 3 (1.89%) MS Excel
Business Applications
1 1 (0.63%) SAP Oil and Gas
Cloud Services
1 23 (14.47%) Amazon AWS
2 20 (12.58%) Microsoft Azure
3 12 (7.55%) Cloud Computing
4 7 (4.40%) Azure Machine Learning
5 5 (3.14%) GitHub
6 2 (1.26%) Amazon EMR
7 1 (0.63%) Google Cloud Platform
7 1 (0.63%) Trello
Communications & Networking
1 15 (9.43%) Kerberos
2 10 (6.29%) TCP/IP
3 9 (5.66%) Firewall
3 9 (5.66%) LAN
3 9 (5.66%) WAN
4 5 (3.14%) Internet
5 4 (2.52%) LDAP
6 2 (1.26%) HTTP
6 2 (1.26%) HTTPS
6 2 (1.26%) SSL
Database & Business Intelligence
1 139 (87.42%) Hadoop
2 122 (76.73%) Big Data
3 108 (67.92%) Apache Hive
4 72 (45.28%) Sqoop
5 67 (42.14%) HBase
6 44 (27.67%) NoSQL
7 42 (26.42%) Apache Cassandra
8 34 (21.38%) Data Warehouse
9 33 (20.75%) MongoDB
10 23 (14.47%) PostgreSQL
11 21 (13.21%) SQL Server
12 18 (11.32%) Data Lake
13 17 (10.69%) Impala
14 16 (10.06%) MySQL
14 16 (10.06%) QlikView
15 14 (8.81%) Redis
15 14 (8.81%) SQL Server Integration Services
16 12 (7.55%) Relational Database
17 11 (6.92%) Apache Zeppelin
17 11 (6.92%) Power BI
Development Applications
1 32 (20.13%) Git (software)
2 26 (16.35%) Jenkins
3 17 (10.69%) WebDriver
4 7 (4.40%) Subversion
5 6 (3.77%) Talend Open Studio
6 5 (3.14%) GoCD
7 3 (1.89%) JIRA
8 2 (1.26%) Apache Continuum
8 2 (1.26%) Atlassian Bamboo
8 2 (1.26%) FishEye
8 2 (1.26%) Hudson
8 2 (1.26%) Maven
9 1 (0.63%) GitLab
9 1 (0.63%) Mockito
9 1 (0.63%) MSI
9 1 (0.63%) RStudio
9 1 (0.63%) Selenium
9 1 (0.63%) SonarQube
9 1 (0.63%) Team Foundation Server
9 1 (0.63%) Vagrant
General
1 26 (16.35%) Finance
2 22 (13.84%) Banking
3 6 (3.77%) Investment Banking
4 5 (3.14%) Front Office
5 4 (2.52%) Games
6 3 (1.89%) Marketing
6 3 (1.89%) Telecoms
7 2 (1.26%) Retail
8 1 (0.63%) Electronics
8 1 (0.63%) German Language
8 1 (0.63%) Manufacturing
8 1 (0.63%) Publishing
Job Titles
1 49 (30.82%) Developer
2 34 (21.38%) Architect
2 34 (21.38%) Data Engineer
3 32 (20.13%) Data Architect
4 30 (18.87%) Big Data Architect
5 28 (17.61%) Big Data Engineer
6 26 (16.35%) Java Developer
7 22 (13.84%) Hadoop Architect
7 22 (13.84%) Hadoop Engineer
8 19 (11.95%) Hadoop Developer
9 18 (11.32%) Big Data Developer
10 16 (10.06%) Apache Spark Developer
11 10 (6.29%) Java Engineer
12 9 (5.66%) Administrator
12 9 (5.66%) Scala Developer
13 8 (5.03%) Analyst
13 8 (5.03%) Data Administrator
14 7 (4.40%) Data Analyst
14 7 (4.40%) Java Scala Developer
15 6 (3.77%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 83 (52.20%) Kafka
2 21 (13.21%) Apache Avro
3 19 (11.95%) Spring
4 18 (11.32%) Hibernate
5 17 (10.69%) Akka
6 15 (9.43%) ELK Stack
6 15 (9.43%) Web Services
7 14 (8.81%) Apache Tez
7 14 (8.81%) JSON
7 14 (8.81%) Play Framework
8 13 (8.18%) Oracle GoldenGate
9 11 (6.92%) Spark Streaming
10 10 (6.29%) J2EE
11 9 (5.66%) JDBC
11 9 (5.66%) Regular Expression
11 9 (5.66%) RESTful
11 9 (5.66%) Servlets
12 7 (4.40%) scikit-learn
13 4 (2.52%) Node.js
14 3 (1.89%) D3.js
Miscellaneous
1 17 (10.69%) Visualisation
2 11 (6.92%) Analytical Skills
3 8 (5.03%) Grid Computing
4 5 (3.14%) Data Integration
5 3 (1.89%) Data Structures
5 3 (1.89%) User Experience
5 3 (1.89%) Virtual Team
6 2 (1.26%) Clustering
6 2 (1.26%) Credit Risk
6 2 (1.26%) Data Centre
6 2 (1.26%) Foreign Exchange (FX)
6 2 (1.26%) iSeries
6 2 (1.26%) Performance Metrics
6 2 (1.26%) Replication
7 1 (0.63%) Computer Science
7 1 (0.63%) Data Extraction
7 1 (0.63%) Management Information System
7 1 (0.63%) PKI
Operating Systems
1 47 (29.56%) Linux
2 31 (19.50%) Unix
3 2 (1.26%) Red Hat Enterprise Linux
4 1 (0.63%) AIX
4 1 (0.63%) Solaris
Processes & Methodologies
1 63 (39.62%) Agile Software Development
2 57 (35.85%) MapReduce
3 41 (25.79%) Analytics
3 41 (25.79%) ETL
4 34 (21.38%) Open Source
5 31 (19.50%) Business Intelligence
6 28 (17.61%) TDD
7 25 (15.72%) Data Modelling
8 23 (14.47%) Performance Tuning
9 19 (11.95%) Data Ingestion
10 18 (11.32%) Machine Learning
11 16 (10.06%) Data Architecture
12 14 (8.81%) Software Engineering
13 13 (8.18%) Pair Programming
14 12 (7.55%) Automated Testing
14 12 (7.55%) Configuration Management
14 12 (7.55%) Domain-Driven Design
15 10 (6.29%) ETL Development
15 10 (6.29%) High Availability
16 9 (5.66%) Kanban
Programming Languages
1 106 (66.67%) Java
2 67 (42.14%) Python
3 65 (40.88%) Scala
4 47 (29.56%) SQL
5 23 (14.47%) R
6 20 (12.58%) Perl
7 17 (10.69%) Bash Shell
8 13 (8.18%) C
9 12 (7.55%) Shell Script
10 9 (5.66%) T-SQL
11 8 (5.03%) C++
12 7 (4.40%) PHP
13 6 (3.77%) Ruby
14 2 (1.26%) MATLAB
14 2 (1.26%) PL/SQL
15 1 (0.63%) ABAP
15 1 (0.63%) C#
15 1 (0.63%) Erlang
15 1 (0.63%) Go
Qualifications
1 6 (3.77%) Security Cleared
2 5 (3.14%) Degree
2 5 (3.14%) DV Cleared
Quality Assurance & Compliance
1 3 (1.89%) QA
2 2 (1.26%) Data Quality
2 2 (1.26%) Disclosure Scotland
System Software
1 50 (31.45%) HDFS
2 17 (10.69%) Apache ZooKeeper
3 9 (5.66%) Oracle RAC
4 6 (3.77%) Active Directory
5 2 (1.26%) Ceph
5 2 (1.26%) Docker
6 1 (0.63%) Virtual Machines
Systems Management
1 43 (27.04%) Oozie
2 36 (22.64%) Hadoop YARN
3 19 (11.95%) Ambari
4 11 (6.92%) logstash
5 10 (6.29%) Ansible
5 10 (6.29%) Kibana
6 9 (5.66%) Rsyslog
7 6 (3.77%) Puppet
8 5 (3.14%) Opscode Chef
8 5 (3.14%) Oracle RMAN
9 4 (2.52%) BMC PATROL
9 4 (2.52%) Data Guard
10 3 (1.89%) Control-M
11 2 (1.26%) Grafana
11 2 (1.26%) Nagios
Vendors
1 31 (19.50%) Hortonworks
2 30 (18.87%) Cloudera
3 29 (18.24%) Oracle
4 18 (11.32%) Tableau
5 13 (8.18%) Teradata
6 12 (7.55%) Splunk
7 10 (6.29%) IBM
7 10 (6.29%) Informatica
8 9 (5.66%) Cisco
9 8 (5.03%) SAP
10 7 (4.40%) Cognos
11 6 (3.77%) Talend
12 5 (3.14%) Platfora
13 4 (2.52%) AppDynamics
14 3 (1.89%) MapR
14 3 (1.89%) Microsoft
15 2 (1.26%) Atlassian
15 2 (1.26%) GoldenSource
15 2 (1.26%) Google
15 2 (1.26%) Vertica