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 19 January 2017 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
19 Jan 2017
Same period 2016 Same period 2015
Apache Flume
UK
Rank 546 568 559
Rank change year-on-year
+22 -9
Contract jobs citing Apache Flume 45 50 33
As % of all contract IT jobs located in the UK 0.10% 0.098% 0.065%
As % of the System Software category 0.83% 0.97% 0.64%
Number of daily rates quoted 28 27 23
Median daily rate £600 £600 £525
Median daily rate % change year-on-year
- +14.28%
90% offered a daily rate of more than £468 £540 £419
10% offered a daily rate of more than £750 £650 £760
UK excluding London median daily rate £525 £550 -
% change year-on-year
-4.54% -
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
5415 5161 5173
As % of all contract IT jobs located in the UK 12.11% 10.15% 10.17%
Number of daily rates quoted 3366 3085 2838
Median daily rate £400 £380 £363
Median daily rate % change year-on-year
+5.26% +4.82%
90% offered a daily rate of more than £200 £178 £186
10% offered a daily rate of more than £560 £550 £500
UK excluding London median daily rate £350 £350 £350
Number of hourly rates quoted 394 495 599
Median hourly rate £17.00 £16.50 £16.50
Median hourly rate % change year-on-year
+3.03% -
90% offered a hourly rate of more than £11.00 £10.69 £11.00
10% offered a hourly rate of more than £47.00 £43.00 £32.50
UK excluding London median hourly rate £16.25 £16.50 £16.50
% change year-on-year
-1.51% -

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 19 January 2017.

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 13 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 19 January 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 +34 43 £600 - 19
London +25 36 £600 -5.51% 14
South East +21 4 - - 1
Buckinghamshire +3 4 - -
West Midlands -6 2 £525 -
City of London -10 2 £675 +5.88% 2
East of England 0 1 - -
Scotland - 1 - - 1
Ipswich - 1 - -
Rugby - 1 - -
Coventry - 1 £525 -
Warwickshire - 1 - -
Suffolk - 1 - -

Apache Flume
Top 30 Related IT Skills

For the 6 months to 19 January 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.

1 127 (87.59%) Hadoop
2 112 (77.24%) Big Data
3 111 (76.55%) Apache Spark
4 95 (65.52%) Java
5 91 (62.76%) Apache Hive
6 85 (58.62%) Kafka
7 71 (48.97%) Sqoop
8 61 (42.07%) Scala
9 59 (40.69%) Python
10 58 (40.00%) Agile Software Development
10 58 (40.00%) HBase
11 46 (31.72%) NoSQL
12 45 (31.03%) Analytics
13 43 (29.66%) Apache Pig
14 42 (28.97%) Oozie
15 41 (28.28%) SQL
16 39 (26.90%) MapReduce
17 38 (26.21%) Apache Cassandra
17 38 (26.21%) HDFS
18 36 (24.83%) Apache
19 35 (24.14%) Linux
19 35 (24.14%) ETL
20 34 (23.45%) Data Warehouse
20 34 (23.45%) Oracle
20 34 (23.45%) Elasticsearch
21 33 (22.76%) Open Source
22 30 (20.69%) Business Intelligence
22 30 (20.69%) Hortonworks
23 29 (20.00%) Hadoop YARN
23 29 (20.00%) Git (software)

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
1 111 (76.55%) Apache Spark
2 43 (29.66%) Apache Pig
3 36 (24.83%) Apache
4 34 (23.45%) Elasticsearch
5 14 (9.66%) Apache Solr
6 4 (2.76%) JBoss
6 4 (2.76%) WebSphere
7 3 (2.07%) SAS
8 1 (0.69%) Oracle Coherence
Applications
1 3 (2.07%) MS Excel
1 3 (2.07%) SPSS
2 1 (0.69%) Weka
Business Applications
1 1 (0.69%) SAP Oil and Gas
Cloud Services
1 21 (14.48%) Amazon AWS
2 20 (13.79%) Microsoft Azure
3 11 (7.59%) Cloud Computing
4 7 (4.83%) Azure Machine Learning
5 5 (3.45%) GitHub
6 1 (0.69%) Amazon EMR
6 1 (0.69%) Google Cloud Platform
6 1 (0.69%) Trello
Communications & Networking
1 14 (9.66%) Kerberos
2 9 (6.21%) Firewall
2 9 (6.21%) LAN
2 9 (6.21%) TCP/IP
2 9 (6.21%) WAN
3 6 (4.14%) Internet
4 4 (2.76%) HTTP
5 2 (1.38%) HTTPS
5 2 (1.38%) SSL
Database & Business Intelligence
1 127 (87.59%) Hadoop
2 112 (77.24%) Big Data
3 91 (62.76%) Apache Hive
4 71 (48.97%) Sqoop
5 58 (40.00%) HBase
6 46 (31.72%) NoSQL
7 38 (26.21%) Apache Cassandra
8 34 (23.45%) Data Warehouse
9 28 (19.31%) SQL Server
10 27 (18.62%) MongoDB
11 21 (14.48%) PostgreSQL
12 20 (13.79%) QlikView
13 19 (13.10%) Relational Database
14 17 (11.72%) Data Lake
14 17 (11.72%) SQL Server Integration Services
15 14 (9.66%) Impala
15 14 (9.66%) MySQL
15 14 (9.66%) Redis
16 11 (7.59%) Apache Zeppelin
16 11 (7.59%) Power BI
Development Applications
1 29 (20.00%) Git (software)
2 25 (17.24%) Jenkins
3 17 (11.72%) WebDriver
4 10 (6.90%) Talend Open Studio
5 5 (3.45%) GoCD
5 5 (3.45%) JIRA
6 4 (2.76%) Atlassian Bamboo
6 4 (2.76%) FishEye
7 3 (2.07%) Selenium
8 2 (1.38%) Apache Continuum
8 2 (1.38%) DbUnit
8 2 (1.38%) JMeter
8 2 (1.38%) JUnit
8 2 (1.38%) Robot Framework
8 2 (1.38%) Subversion
9 1 (0.69%) Maven
9 1 (0.69%) MSI
9 1 (0.69%) SonarQube
9 1 (0.69%) Team Foundation Server
9 1 (0.69%) Vagrant
General
1 29 (20.00%) Finance
2 22 (15.17%) Banking
3 7 (4.83%) Investment Banking
4 4 (2.76%) Front Office
4 4 (2.76%) Games
5 3 (2.07%) Marketing
5 3 (2.07%) Telecoms
6 2 (1.38%) Retail
7 1 (0.69%) Electronics
7 1 (0.69%) German Language
7 1 (0.69%) Manufacturing
7 1 (0.69%) Publishing
Job Titles
1 49 (33.79%) Developer
2 36 (24.83%) Data Engineer
3 33 (22.76%) Architect
4 31 (21.38%) Data Architect
5 30 (20.69%) Big Data Engineer
6 29 (20.00%) Big Data Architect
7 27 (18.62%) Java Developer
8 22 (15.17%) Big Data Developer
9 19 (13.10%) Hadoop Engineer
10 18 (12.41%) Hadoop Architect
10 18 (12.41%) Hadoop Developer
11 15 (10.34%) Apache Spark Developer
12 10 (6.90%) Java Engineer
13 9 (6.21%) Administrator
13 9 (6.21%) Scala Developer
14 8 (5.52%) Analyst
14 8 (5.52%) Data Administrator
14 8 (5.52%) Java Scala Developer
15 7 (4.83%) Data Analyst
16 6 (4.14%) Consultant
Libraries, Frameworks & Software Standards
1 85 (58.62%) Kafka
2 23 (15.86%) Apache Avro
3 21 (14.48%) Spring
4 20 (13.79%) Hibernate
5 19 (13.10%) Akka
6 16 (11.03%) Play Framework
7 15 (10.34%) ELK Stack
7 15 (10.34%) Web Services
8 14 (9.66%) JSON
9 13 (8.97%) Oracle GoldenGate
10 10 (6.90%) J2EE
11 9 (6.21%) Apache Tez
11 9 (6.21%) JDBC
11 9 (6.21%) Regular Expression
11 9 (6.21%) RESTful
11 9 (6.21%) Servlets
12 7 (4.83%) scikit-learn
12 7 (4.83%) Spark Streaming
13 3 (2.07%) D3.js
14 2 (1.38%) Node.js
Miscellaneous
1 17 (11.72%) Analytical Skills
1 17 (11.72%) Visualisation
2 8 (5.52%) Grid Computing
3 7 (4.83%) Replication
4 6 (4.14%) Data Integration
5 3 (2.07%) Data Structures
5 3 (2.07%) User Experience
6 2 (1.38%) Clustering
6 2 (1.38%) Credit Risk
6 2 (1.38%) Data Centre
6 2 (1.38%) Performance Metrics
6 2 (1.38%) Virtual Team
7 1 (0.69%) Algorithms
7 1 (0.69%) Computer Science
7 1 (0.69%) Data Extraction
7 1 (0.69%) Foreign Exchange (FX)
7 1 (0.69%) Management Information System
Operating Systems
1 35 (24.14%) Linux
2 28 (19.31%) Unix
3 2 (1.38%) Red Hat Enterprise Linux
4 1 (0.69%) AIX
4 1 (0.69%) Solaris
Processes & Methodologies
1 58 (40.00%) Agile Software Development
2 45 (31.03%) Analytics
3 39 (26.90%) MapReduce
4 35 (24.14%) ETL
5 33 (22.76%) Open Source
6 30 (20.69%) Business Intelligence
7 28 (19.31%) TDD
8 26 (17.93%) Data Ingestion
9 23 (15.86%) Performance Tuning
10 22 (15.17%) Data Modelling
11 19 (13.10%) Machine Learning
12 14 (9.66%) Configuration Management
12 14 (9.66%) Domain-Driven Design
13 13 (8.97%) Automated Testing
13 13 (8.97%) Pair Programming
13 13 (8.97%) Software Engineering
14 12 (8.28%) Data Architecture
15 10 (6.90%) E-Commerce
15 10 (6.90%) ETL Development
16 9 (6.21%) High Availability
Programming Languages
1 95 (65.52%) Java
2 61 (42.07%) Scala
3 59 (40.69%) Python
4 41 (28.28%) SQL
5 23 (15.86%) R
6 18 (12.41%) Perl
7 16 (11.03%) Bash Shell
8 13 (8.97%) C
9 9 (6.21%) T-SQL
10 8 (5.52%) C++
11 6 (4.14%) PHP
11 6 (4.14%) Ruby
12 2 (1.38%) MATLAB
12 2 (1.38%) Shell Script
13 1 (0.69%) ABAP
13 1 (0.69%) C#
Qualifications
1 7 (4.83%) Degree
2 6 (4.14%) Security Cleared
3 5 (3.45%) DV Cleared
Quality Assurance & Compliance
1 4 (2.76%) QA
2 3 (2.07%) Data Quality
3 2 (1.38%) Disclosure Scotland
System Software
1 38 (26.21%) HDFS
2 16 (11.03%) Apache ZooKeeper
3 9 (6.21%) Oracle RAC
4 2 (1.38%) Docker
5 1 (0.69%) Virtual Machines
Systems Management
1 42 (28.97%) Oozie
2 29 (20.00%) Hadoop YARN
3 19 (13.10%) Ambari
4 11 (7.59%) logstash
5 10 (6.90%) Ansible
5 10 (6.90%) Kibana
6 9 (6.21%) Rsyslog
7 6 (4.14%) Opscode Chef
7 6 (4.14%) Puppet
8 5 (3.45%) Oracle RMAN
9 4 (2.76%) BMC PATROL
9 4 (2.76%) Data Guard
10 2 (1.38%) Grafana
10 2 (1.38%) Nagios
11 1 (0.69%) Control-M
Vendors
1 34 (23.45%) Oracle
2 30 (20.69%) Hortonworks
3 23 (15.86%) Cloudera
4 22 (15.17%) Tableau
5 13 (8.97%) Teradata
6 12 (8.28%) Informatica
6 12 (8.28%) Splunk
7 11 (7.59%) Cognos
8 10 (6.90%) IBM
8 10 (6.90%) SAP
8 10 (6.90%) Talend
9 9 (6.21%) Cisco
10 6 (4.14%) Vertica
11 4 (2.76%) AppDynamics
11 4 (2.76%) Atlassian
12 3 (2.07%) Microsoft
13 2 (1.38%) GoldenSource
13 2 (1.38%) Google
13 2 (1.38%) MapR
13 2 (1.38%) Platfora
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