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 25 February 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
25 Feb 2017
Same period 2016 Same period 2015
Apache Flume
UK
Rank 534 591 589
Rank change year-on-year
+57 -2
Contract jobs citing Apache Flume 68 36 38
As % of all contract IT jobs located in the UK 0.15% 0.069% 0.072%
As % of the System Software category 1.34% 0.67% 0.71%
Number of daily rates quoted 45 22 28
Median daily rate £500 £550 £525
Median daily rate % change year-on-year
-9.09% +4.76%
90% offered a daily rate of more than £410 £437 £415
10% offered a daily rate of more than £700 £637 £775
UK excluding London median daily rate £351 £550 -
% change year-on-year
-36.27% -
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
5091 5355 5320
As % of all contract IT jobs located in the UK 11.37% 10.30% 10.14%
Number of daily rates quoted 3213 3197 2933
Median daily rate £400 £375 £375
Median daily rate % change year-on-year
+6.66% -
90% offered a daily rate of more than £190 £190 £188
10% offered a daily rate of more than £575 £525 £500
UK excluding London median daily rate £350 £350 £350
Number of hourly rates quoted 373 479 592
Median hourly rate £17.50 £16.00 £16.50
Median hourly rate % change year-on-year
+9.37% -3.03%
90% offered a hourly rate of more than £10.50 £11.00 £11.00
10% offered a hourly rate of more than £47.00 £44.20 £32.45
UK excluding London median hourly rate £16.00 £16.00 £16.00

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 25 February 2017.

Apache Flume Daily Rate Histogram in the UK

Apache Flume
Top 12 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 25 February 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 +68 66 £500 -9.09% 9
London +66 57 £519 -17.00% 6
South East +23 8 £351 -36.27% 1
City of London +16 7 £575 +7.22% 1
Buckinghamshire +6 6 £338 -
Milton Keynes -3 2 £338 -
Hampshire - 2 £400 -
Scotland - 2 - - 1
West Midlands +2 1 - -
Warwickshire - 1 - -
Rugby - 1 - -
Glasgow - 1 - -

Apache Flume
Top 30 Related IT Skills

For the 6 months to 25 February 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.

1 133 (86.36%) Hadoop
2 121 (78.57%) Apache Spark
3 116 (75.32%) Big Data
4 101 (65.58%) Apache Hive
5 94 (61.04%) Java
6 80 (51.95%) Sqoop
7 78 (50.65%) Kafka
8 70 (45.45%) Python
9 67 (43.51%) HBase
10 66 (42.86%) Scala
11 60 (38.96%) Agile Software Development
12 54 (35.06%) Analytics
13 53 (34.42%) Apache Pig
13 53 (34.42%) NoSQL
14 46 (29.87%) Apache Cassandra
15 45 (29.22%) Oozie
16 42 (27.27%) SQL
17 41 (26.62%) HDFS
18 38 (24.68%) MapReduce
19 37 (24.03%) Apache
20 36 (23.38%) Linux
20 36 (23.38%) Oracle
21 35 (22.73%) ETL
21 35 (22.73%) Finance
22 34 (22.08%) Data Warehouse
22 34 (22.08%) Business Intelligence
23 31 (20.13%) Machine Learning
23 31 (20.13%) Hortonworks
24 30 (19.48%) R
24 30 (19.48%) MongoDB

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
1 121 (78.57%) Apache Spark
2 53 (34.42%) Apache Pig
3 37 (24.03%) Apache
4 28 (18.18%) Elasticsearch
5 16 (10.39%) Apache Solr
6 6 (3.90%) SAS
7 5 (3.25%) JBoss
7 5 (3.25%) WebSphere
8 1 (0.65%) IPython
8 1 (0.65%) Jupyter
8 1 (0.65%) Oracle Coherence
Applications
1 7 (4.55%) SPSS
2 4 (2.60%) MS Excel
3 2 (1.30%) Weka
Cloud Services
1 26 (16.88%) Amazon AWS
2 22 (14.29%) Microsoft Azure
3 12 (7.79%) Cloud Computing
4 7 (4.55%) Azure Machine Learning
5 6 (3.90%) GitHub
6 3 (1.95%) Amazon EC2
7 2 (1.30%) Amazon EMR
7 2 (1.30%) Amazon S3
8 1 (0.65%) Google Cloud Platform
8 1 (0.65%) Trello
Communications & Networking
1 15 (9.74%) HTTP
2 14 (9.09%) Kerberos
3 10 (6.49%) TCP/IP
4 9 (5.84%) Firewall
4 9 (5.84%) Internet
4 9 (5.84%) LAN
4 9 (5.84%) WAN
5 3 (1.95%) SSL
6 2 (1.30%) HTTPS
Database & Business Intelligence
1 133 (86.36%) Hadoop
2 116 (75.32%) Big Data
3 101 (65.58%) Apache Hive
4 80 (51.95%) Sqoop
5 67 (43.51%) HBase
6 53 (34.42%) NoSQL
7 46 (29.87%) Apache Cassandra
8 34 (22.08%) Data Warehouse
9 30 (19.48%) MongoDB
10 29 (18.83%) SQL Server
11 24 (15.58%) QlikView
12 20 (12.99%) Relational Database
13 18 (11.69%) Data Lake
13 18 (11.69%) SQL Server Integration Services
14 15 (9.74%) Impala
15 14 (9.09%) BusinessObjects
15 14 (9.09%) MySQL
15 14 (9.09%) PostgreSQL
16 13 (8.44%) Apache Zeppelin
17 12 (7.79%) Power BI
Development Applications
1 24 (15.58%) Git (software)
2 19 (12.34%) Jenkins
3 12 (7.79%) Talend Open Studio
4 10 (6.49%) WebDriver
5 6 (3.90%) GoCD
6 5 (3.25%) JIRA
7 4 (2.60%) Atlassian Bamboo
7 4 (2.60%) FishEye
8 3 (1.95%) JUnit
8 3 (1.95%) Subversion
9 2 (1.30%) Apache Continuum
9 2 (1.30%) DbUnit
9 2 (1.30%) JMeter
9 2 (1.30%) Robot Framework
9 2 (1.30%) Selenium
9 2 (1.30%) Team Foundation Server
9 2 (1.30%) Vagrant
10 1 (0.65%) Hudson
10 1 (0.65%) SonarQube
10 1 (0.65%) TeamCity
General
1 35 (22.73%) Finance
2 25 (16.23%) Banking
3 6 (3.90%) Investment Banking
4 5 (3.25%) Games
5 4 (2.60%) Retail
6 3 (1.95%) Front Office
6 3 (1.95%) Marketing
7 2 (1.30%) Financial Institution
8 1 (0.65%) French Language
8 1 (0.65%) German Language
8 1 (0.65%) Law
8 1 (0.65%) Telecoms
Job Titles
1 50 (32.47%) Developer
2 39 (25.32%) Data Engineer
3 33 (21.43%) Architect
4 31 (20.13%) Data Architect
5 29 (18.83%) Big Data Architect
5 29 (18.83%) Big Data Engineer
6 24 (15.58%) Java Developer
7 20 (12.99%) Big Data Developer
7 20 (12.99%) Hadoop Engineer
8 19 (12.34%) Hadoop Architect
8 19 (12.34%) Hadoop Developer
9 12 (7.79%) Administrator
9 12 (7.79%) Scala Developer
10 11 (7.14%) Java Scala Developer
11 9 (5.84%) Consultant
12 8 (5.19%) Analyst
12 8 (5.19%) Big Data Consultant
12 8 (5.19%) Data Administrator
12 8 (5.19%) Data Consultant
12 8 (5.19%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 78 (50.65%) Kafka
2 21 (13.64%) Akka
2 21 (13.64%) Apache Avro
3 20 (12.99%) Spring
4 19 (12.34%) Hibernate
4 19 (12.34%) Play Framework
5 18 (11.69%) Web Services
6 14 (9.09%) Oracle GoldenGate
7 13 (8.44%) Elastic Stack
8 12 (7.79%) JSON
8 12 (7.79%) Spark Streaming
9 10 (6.49%) RESTful
10 9 (5.84%) Apache Tez
10 9 (5.84%) J2EE
10 9 (5.84%) JDBC
10 9 (5.84%) Regular Expression
10 9 (5.84%) Servlets
11 8 (5.19%) scikit-learn
12 6 (3.90%) D3.js
13 3 (1.95%) HTML
Miscellaneous
1 23 (14.94%) Analytical Skills
2 8 (5.19%) Grid Computing
3 7 (4.55%) Replication
4 6 (3.90%) Algorithms
5 3 (1.95%) Computer Science
5 3 (1.95%) Data Centre
5 3 (1.95%) Data Structures
5 3 (1.95%) Fintech
5 3 (1.95%) User Experience
6 2 (1.30%) Clustering
6 2 (1.30%) Credit Risk
6 2 (1.30%) Social Media
7 1 (0.65%) Foreign Exchange (FX)
7 1 (0.65%) Management Information System
Operating Systems
1 36 (23.38%) Linux
2 29 (18.83%) Unix
3 4 (2.60%) Red Hat Enterprise Linux
4 2 (1.30%) Debian
4 2 (1.30%) Ubuntu
5 1 (0.65%) AIX
5 1 (0.65%) CentOS
5 1 (0.65%) Solaris
Processes & Methodologies
1 60 (38.96%) Agile Software Development
2 54 (35.06%) Analytics
3 38 (24.68%) MapReduce
4 35 (22.73%) ETL
5 34 (22.08%) Business Intelligence
6 31 (20.13%) Machine Learning
7 30 (19.48%) Open Source
8 26 (16.88%) Performance Tuning
9 25 (16.23%) Data Modelling
10 24 (15.58%) TDD
11 20 (12.99%) Visualisation
12 18 (11.69%) Data Ingestion
13 17 (11.04%) Configuration Management
14 16 (10.39%) Automated Testing
15 14 (9.09%) CQRS
16 12 (7.79%) Domain-Driven Design
16 12 (7.79%) E-Commerce
16 12 (7.79%) Pair Programming
17 11 (7.14%) Data Architecture
17 11 (7.14%) Data Visualisation
Programming Languages
1 94 (61.04%) Java
2 70 (45.45%) Python
3 66 (42.86%) Scala
4 42 (27.27%) SQL
5 30 (19.48%) R
6 21 (13.64%) Perl
7 18 (11.69%) Bash Shell
8 10 (6.49%) C
9 9 (5.84%) T-SQL
10 8 (5.19%) C++
10 8 (5.19%) PHP
11 5 (3.25%) Ruby
12 2 (1.30%) C#
12 2 (1.30%) HiveQL
12 2 (1.30%) MATLAB
13 1 (0.65%) ABAP
13 1 (0.65%) JavaScript
13 1 (0.65%) Pig Latin
13 1 (0.65%) PL/SQL
13 1 (0.65%) Shell Script
Qualifications
1 6 (3.90%) Degree
2 3 (1.95%) Security Cleared
3 2 (1.30%) DV Cleared
Quality Assurance & Compliance
1 4 (2.60%) QA
2 3 (1.95%) Data Quality
3 2 (1.30%) Disclosure Scotland
System Software
1 41 (26.62%) HDFS
2 17 (11.04%) Apache ZooKeeper
3 9 (5.84%) Oracle RAC
4 2 (1.30%) Docker
5 1 (0.65%) Virtual Machines
Systems Management
1 45 (29.22%) Oozie
2 26 (16.88%) Hadoop YARN
3 19 (12.34%) Ambari
4 13 (8.44%) Ansible
5 10 (6.49%) logstash
6 9 (5.84%) Opscode Chef
6 9 (5.84%) Rsyslog
7 8 (5.19%) Puppet
8 6 (3.90%) Kibana
8 6 (3.90%) Oracle RMAN
9 5 (3.25%) BMC PATROL
9 5 (3.25%) Data Guard
10 2 (1.30%) Grafana
10 2 (1.30%) Nagios
Vendors
1 36 (23.38%) Oracle
2 31 (20.13%) Hortonworks
3 26 (16.88%) Tableau
4 20 (12.99%) Cloudera
5 16 (10.39%) Cognos
6 14 (9.09%) Teradata
7 13 (8.44%) Informatica
8 12 (7.79%) Splunk
8 12 (7.79%) Talend
9 10 (6.49%) SAP
10 9 (5.84%) Cisco
11 8 (5.19%) IBM
12 7 (4.55%) Vertica
13 6 (3.90%) Microsoft
14 5 (3.25%) AppDynamics
15 4 (2.60%) Atlassian
16 3 (1.95%) MapR
16 3 (1.95%) Sybase
17 2 (1.30%) Platfora
17 2 (1.30%) Red Hat
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