The table below looks at the statistics for Apache Flume skills in IT contracts advertised for the England region. 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 / England
Rank 522 556 561
Rank change year-on-year
+34 +5
Contract jobs citing Apache Flume 43 50 33
As % of all contract IT jobs located in England 0.10% 0.11% 0.071%
As % of the System Software category 0.86% 1.05% 0.68%
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 in the England region.

System Software Category
England
Contract IT job ads with a match in the
System Software category
5005 4762 4820
As % of all contract IT jobs located in England 12.08% 10.23% 10.38%
Number of daily rates quoted 3135 2884 2658
Median daily rate £400 £395 £365
Median daily rate % change year-on-year
+1.26% +8.21%
90% offered a daily rate of more than £200 £180 £185
10% offered a daily rate of more than £575 £550 £500
UK excluding London median daily rate £350 £350 £350
Number of hourly rates quoted 342 471 565
Median hourly rate £17.50 £16.50 £16.50
Median hourly rate % change year-on-year
+6.06% -
90% offered a hourly rate of more than £11.00 £10.50 £11.00
10% offered a hourly rate of more than £47.83 £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 in England

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

Apache Flume Jobs Demand Trend in England

Apache Flume
Daily Rate Trend in England

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

Apache Flume Daily Rate Trend in England

Apache Flume
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Apache Flume across the England region over the 3 months to 19 January 2017.

Apache Flume Daily Rate Histogram in England

Apache Flume
Hourly Rate Trend in England

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

Apache Flume Hourly Rate Trend 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 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
London +25 36 £600 -5.51% 13
South East +21 4 - - 1
West Midlands -6 2 £525 -
East of England 0 1 - -
Apache Flume
UK

Apache Flume
Top 30 Related IT Skills in England

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 across the England region with a requirement for Apache Flume.

1 122 (90.37%) Hadoop
2 107 (79.26%) Big Data
3 106 (78.52%) Apache Spark
4 88 (65.19%) Java
5 87 (64.44%) Apache Hive
6 77 (57.04%) Kafka
7 67 (49.63%) Sqoop
8 59 (43.70%) Scala
9 55 (40.74%) HBase
10 53 (39.26%) Python
11 52 (38.52%) Agile Software Development
12 44 (32.59%) NoSQL
12 44 (32.59%) Analytics
13 40 (29.63%) Apache Pig
14 39 (28.89%) SQL
14 39 (28.89%) Oozie
15 38 (28.15%) Apache Cassandra
16 37 (27.41%) MapReduce
17 36 (26.67%) Apache
18 35 (25.93%) HDFS
19 34 (25.19%) Data Warehouse
19 34 (25.19%) Linux
19 34 (25.19%) ETL
20 32 (23.70%) Open Source
21 31 (22.96%) Elasticsearch
22 29 (21.48%) Oracle
22 29 (21.48%) Hortonworks
23 28 (20.74%) Git (software)
23 28 (20.74%) Finance
23 28 (20.74%) TDD

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
1 106 (78.52%) Apache Spark
2 40 (29.63%) Apache Pig
3 36 (26.67%) Apache
4 31 (22.96%) Elasticsearch
5 14 (10.37%) Apache Solr
6 3 (2.22%) SAS
7 1 (0.74%) Oracle Coherence
Applications
1 3 (2.22%) MS Excel
1 3 (2.22%) SPSS
2 1 (0.74%) Weka
Business Applications
1 1 (0.74%) SAP Oil and Gas
Cloud Services
1 21 (15.56%) Amazon AWS
2 20 (14.81%) Microsoft Azure
3 11 (8.15%) Cloud Computing
4 7 (5.19%) Azure Machine Learning
5 5 (3.70%) GitHub
6 1 (0.74%) Amazon EMR
6 1 (0.74%) Google Cloud Platform
Communications & Networking
1 13 (9.63%) Kerberos
2 9 (6.67%) Firewall
2 9 (6.67%) LAN
2 9 (6.67%) TCP/IP
2 9 (6.67%) WAN
3 6 (4.44%) Internet
4 4 (2.96%) HTTP
Database & Business Intelligence
1 122 (90.37%) Hadoop
2 107 (79.26%) Big Data
3 87 (64.44%) Apache Hive
4 67 (49.63%) Sqoop
5 55 (40.74%) HBase
6 44 (32.59%) NoSQL
7 38 (28.15%) Apache Cassandra
8 34 (25.19%) Data Warehouse
9 28 (20.74%) SQL Server
10 25 (18.52%) MongoDB
11 21 (15.56%) PostgreSQL
12 19 (14.07%) Relational Database
13 18 (13.33%) QlikView
14 17 (12.59%) Data Lake
15 16 (11.85%) SQL Server Integration Services
16 14 (10.37%) Impala
16 14 (10.37%) Redis
17 13 (9.63%) MySQL
18 11 (8.15%) Apache Zeppelin
18 11 (8.15%) Power BI
Development Applications
1 28 (20.74%) Git (software)
2 20 (14.81%) Jenkins
3 17 (12.59%) WebDriver
4 10 (7.41%) Talend Open Studio
5 5 (3.70%) GoCD
6 3 (2.22%) Atlassian Bamboo
6 3 (2.22%) FishEye
6 3 (2.22%) JIRA
6 3 (2.22%) Selenium
7 2 (1.48%) Apache Continuum
7 2 (1.48%) DbUnit
7 2 (1.48%) JMeter
7 2 (1.48%) JUnit
7 2 (1.48%) Robot Framework
7 2 (1.48%) Subversion
8 1 (0.74%) Maven
8 1 (0.74%) Mockito
8 1 (0.74%) MSI
8 1 (0.74%) SonarQube
8 1 (0.74%) Vagrant
General
1 28 (20.74%) Finance
2 19 (14.07%) Banking
3 7 (5.19%) Investment Banking
4 4 (2.96%) Front Office
4 4 (2.96%) Games
5 3 (2.22%) Marketing
5 3 (2.22%) Telecoms
6 2 (1.48%) Retail
7 1 (0.74%) Electronics
7 1 (0.74%) German Language
7 1 (0.74%) Manufacturing
7 1 (0.74%) Publishing
Job Titles
1 48 (35.56%) Developer
2 33 (24.44%) Data Engineer
3 31 (22.96%) Architect
4 29 (21.48%) Data Architect
5 27 (20.00%) Big Data Architect
5 27 (20.00%) Big Data Engineer
5 27 (20.00%) Java Developer
6 22 (16.30%) Big Data Developer
7 17 (12.59%) Hadoop Developer
7 17 (12.59%) Hadoop Engineer
8 16 (11.85%) Hadoop Architect
9 15 (11.11%) Apache Spark Developer
10 9 (6.67%) Administrator
10 9 (6.67%) Java Engineer
10 9 (6.67%) Scala Developer
11 8 (5.93%) Analyst
11 8 (5.93%) Data Administrator
11 8 (5.93%) Java Scala Developer
12 7 (5.19%) Data Analyst
13 5 (3.70%) Data Consultant
Libraries, Frameworks & Software Standards
1 77 (57.04%) Kafka
2 23 (17.04%) Apache Avro
3 21 (15.56%) Spring
4 20 (14.81%) Hibernate
5 19 (14.07%) Akka
6 16 (11.85%) Play Framework
7 15 (11.11%) ELK Stack
7 15 (11.11%) Web Services
8 14 (10.37%) JSON
9 10 (7.41%) J2EE
10 9 (6.67%) Apache Tez
10 9 (6.67%) JDBC
10 9 (6.67%) Oracle GoldenGate
10 9 (6.67%) Regular Expression
10 9 (6.67%) RESTful
10 9 (6.67%) Servlets
11 7 (5.19%) scikit-learn
12 6 (4.44%) Spark Streaming
13 3 (2.22%) D3.js
14 2 (1.48%) Node.js
Miscellaneous
1 16 (11.85%) Visualisation
2 15 (11.11%) Analytical Skills
3 8 (5.93%) Grid Computing
4 7 (5.19%) Replication
5 6 (4.44%) Data Integration
6 3 (2.22%) Data Structures
6 3 (2.22%) User Experience
7 2 (1.48%) Clustering
7 2 (1.48%) Credit Risk
7 2 (1.48%) Data Centre
7 2 (1.48%) Virtual Team
8 1 (0.74%) Algorithms
8 1 (0.74%) Computer Science
8 1 (0.74%) Data Extraction
8 1 (0.74%) Foreign Exchange (FX)
8 1 (0.74%) Management Information System
8 1 (0.74%) Performance Metrics
Operating Systems
1 34 (25.19%) Linux
2 27 (20.00%) Unix
3 2 (1.48%) Red Hat Enterprise Linux
Processes & Methodologies
1 52 (38.52%) Agile Software Development
2 44 (32.59%) Analytics
3 37 (27.41%) MapReduce
4 34 (25.19%) ETL
5 32 (23.70%) Open Source
6 28 (20.74%) Business Intelligence
6 28 (20.74%) TDD
7 26 (19.26%) Data Ingestion
8 21 (15.56%) Data Modelling
8 21 (15.56%) Performance Tuning
9 19 (14.07%) Machine Learning
10 14 (10.37%) Domain-Driven Design
11 13 (9.63%) Automated Testing
11 13 (9.63%) Pair Programming
12 12 (8.89%) Data Architecture
13 11 (8.15%) Software Engineering
14 10 (7.41%) Configuration Management
14 10 (7.41%) E-Commerce
14 10 (7.41%) ETL Development
15 9 (6.67%) Benchmarking
Programming Languages
1 88 (65.19%) Java
2 59 (43.70%) Scala
3 53 (39.26%) Python
4 39 (28.89%) SQL
5 23 (17.04%) R
6 17 (12.59%) Perl
7 13 (9.63%) C
8 11 (8.15%) Bash Shell
9 9 (6.67%) T-SQL
10 8 (5.93%) C++
11 5 (3.70%) PHP
11 5 (3.70%) Ruby
12 2 (1.48%) MATLAB
12 2 (1.48%) Shell Script
13 1 (0.74%) ABAP
13 1 (0.74%) C#
Qualifications
1 7 (5.19%) Degree
2 6 (4.44%) Security Cleared
3 5 (3.70%) DV Cleared
Quality Assurance & Compliance
1 3 (2.22%) Data Quality
1 3 (2.22%) QA
2 2 (1.48%) Disclosure Scotland
System Software
1 35 (25.93%) HDFS
2 16 (11.85%) Apache ZooKeeper
3 9 (6.67%) Oracle RAC
4 2 (1.48%) Docker
5 1 (0.74%) Virtual Machines
Systems Management
1 39 (28.89%) Oozie
2 26 (19.26%) Hadoop YARN
3 17 (12.59%) Ambari
4 10 (7.41%) Kibana
5 9 (6.67%) Rsyslog
6 6 (4.44%) Ansible
6 6 (4.44%) logstash
6 6 (4.44%) Opscode Chef
7 2 (1.48%) Grafana
7 2 (1.48%) Nagios
7 2 (1.48%) Puppet
8 1 (0.74%) Control-M
Vendors
1 29 (21.48%) Hortonworks
1 29 (21.48%) Oracle
2 21 (15.56%) Cloudera
3 20 (14.81%) Tableau
4 12 (8.89%) Teradata
5 11 (8.15%) Informatica
6 10 (7.41%) Cognos
6 10 (7.41%) SAP
6 10 (7.41%) Splunk
6 10 (7.41%) Talend
7 9 (6.67%) Cisco
8 6 (4.44%) Vertica
9 5 (3.70%) IBM
10 3 (2.22%) Atlassian
10 3 (2.22%) Microsoft
11 2 (1.48%) GoldenSource
11 2 (1.48%) Google
11 2 (1.48%) MapR
11 2 (1.48%) Platfora
12 1 (0.74%) Netezza
South West London
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