The table below looks at the statistics for Apache Flume skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Apache Flume over the 3 months to 17 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
17 Jan 2017
Same period 2016 Same period 2015
Apache Flume
UK / England
Rank 763 835 879
Rank change year-on-year
+72 +44
Permanent jobs citing Apache Flume 82 59 42
As % of all permanent IT jobs located in England 0.10% 0.064% 0.044%
As % of the System Software category 0.85% 0.53% 0.34%
Number of salaries quoted 77 32 39
Median salary £75,000 £62,625 £60,000
Median salary % change year-on-year
+19.76% +4.37%
90% offered a salary of more than £55,000 £55,000 £57,500
10% offered a salary of more than £110,000 £113,500 £85,000
UK excluding London median salary £52,500 £57,500 £52,500
% change year-on-year
-8.69% +9.52%

The following table is for comparison with the above and provides statistics for the entire System Software category in permanent jobs advertised in the England region.

System Software Category
England
Permanent IT job ads with a match in the
System Software category
9651 11052 12246
As % of all permanent IT jobs located in England 12.25% 12.03% 12.73%
Number of salaries quoted 8034 9421 10440
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £25,000 £25,000 £25,000
10% offered a salary of more than £70,000 £60,000 £65,000
UK excluding London median salary £37,500 £39,500 £37,500
% change year-on-year
-5.06% +5.33%

Apache Flume
Jobs Demand Trend in England

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

Apache Flume Jobs Demand Trend in England

Apache Flume
Salary Trend in England

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

Apache Flume Salary Trend in England

Apache Flume
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Apache Flume across the England region over the 3 months to 17 January 2017.

Apache Flume Salary Histogram in England

Apache Flume
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Flume within the England region over the 3 months to 17 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +125 80 £75,000 -3.22% 13
South East +68 2 £52,500 -30.00% 2
Apache Flume
UK

Apache Flume
Top 30 Related IT Skills in England

For the 6 months to 17 January 2017, IT 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 job ads across the England region with a requirement for Apache Flume.

1 150 (95.54%) Big Data
2 128 (81.53%) Hadoop
3 117 (74.52%) Apache Spark
4 116 (73.89%) Java
5 91 (57.96%) HBase
6 72 (45.86%) MapReduce
6 72 (45.86%) Apache Hive
7 65 (41.40%) SQL
8 63 (40.13%) Amazon AWS
8 63 (40.13%) Analytics
9 62 (39.49%) Apache Pig
9 62 (39.49%) Python
10 60 (38.22%) NoSQL
11 57 (36.31%) MongoDB
11 57 (36.31%) Apache Cassandra
11 57 (36.31%) Web Services
11 57 (36.31%) Finance
12 53 (33.76%) Kafka
13 49 (31.21%) Business Intelligence
13 49 (31.21%) Linux
14 44 (28.03%) HDFS
15 43 (27.39%) Impala
16 42 (26.75%) Sqoop
17 41 (26.11%) Neo4j
17 41 (26.11%) Agile Software Development
18 38 (24.20%) Data Management
19 37 (23.57%) Oozie
19 37 (23.57%) Apache
20 36 (22.93%) Tableau
20 36 (22.93%) Pentaho

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
1 117 (74.52%) Apache Spark
2 62 (39.49%) Apache Pig
3 37 (23.57%) Apache
4 30 (19.11%) SAS
5 11 (7.01%) Elasticsearch
6 9 (5.73%) Cloud Foundry
7 8 (5.10%) Apache Solr
8 1 (0.64%) Apache Airflow
8 1 (0.64%) Drupal
8 1 (0.64%) Luigi
8 1 (0.64%) nginx
8 1 (0.64%) WordPress
Applications
1 9 (5.73%) SPSS
2 1 (0.64%) Mingle
Business Applications
1 3 (1.91%) SAP Oil and Gas
Cloud Services
1 63 (40.13%) Amazon AWS
2 22 (14.01%) Microsoft Azure
3 16 (10.19%) Cloud Computing
4 12 (7.64%) GitHub
5 10 (6.37%) SaaS
6 9 (5.73%) Google Cloud Platform
6 9 (5.73%) Heroku
6 9 (5.73%) OpenShift
7 7 (4.46%) Amazon EC2
7 7 (4.46%) Amazon EMR
7 7 (4.46%) Google App Engine
8 6 (3.82%) PaaS
9 2 (1.27%) Bluemix
9 2 (1.27%) IaaS
9 2 (1.27%) IBM Cloud
10 1 (0.64%) Google Compute Engine
10 1 (0.64%) Trello
Communications & Networking
1 3 (1.91%) Internet
1 3 (1.91%) Kerberos
2 2 (1.27%) Multicast
2 2 (1.27%) SSL
Database & Business Intelligence
1 150 (95.54%) Big Data
2 128 (81.53%) Hadoop
3 91 (57.96%) HBase
4 72 (45.86%) Apache Hive
5 60 (38.22%) NoSQL
6 57 (36.31%) Apache Cassandra
6 57 (36.31%) MongoDB
7 43 (27.39%) Impala
8 42 (26.75%) Sqoop
9 41 (26.11%) Neo4j
10 36 (22.93%) Pentaho
11 29 (18.47%) Relational Database
12 25 (15.92%) SQL Server
13 21 (13.38%) RDBMS
14 16 (10.19%) MySQL
15 14 (8.92%) Data Warehouse
16 9 (5.73%) Data Mining
16 9 (5.73%) HAWQ
16 9 (5.73%) PostgreSQL
16 9 (5.73%) Triplestore
Development Applications
1 14 (8.92%) Jenkins
2 5 (3.18%) Talend Open Studio
3 4 (2.55%) Git (software)
3 4 (2.55%) Subversion
4 3 (1.91%) Apache Continuum
5 2 (1.27%) JIRA
6 1 (0.64%) Bugzilla
6 1 (0.64%) Hudson
6 1 (0.64%) JUnit
6 1 (0.64%) Maven
6 1 (0.64%) MSI
6 1 (0.64%) Team Foundation Server
6 1 (0.64%) Vagrant
General
1 57 (36.31%) Finance
2 17 (10.83%) Banking
3 12 (7.64%) Marketing
4 11 (7.01%) Advertising
4 11 (7.01%) Telecoms
5 8 (5.10%) Games
5 8 (5.10%) Retail
6 4 (2.55%) Investment Banking
6 4 (2.55%) Manufacturing
7 3 (1.91%) Financial Institution
8 2 (1.27%) Automotive
8 2 (1.27%) Electronics
9 1 (0.64%) Corporate Banking
9 1 (0.64%) Front Office
9 1 (0.64%) iGaming
9 1 (0.64%) Legal
Job Titles
1 52 (33.12%) Architect
2 40 (25.48%) Data Architect
3 38 (24.20%) Big Data Engineer
4 34 (21.66%) Data Engineer
5 25 (15.92%) Developer
6 24 (15.29%) Big Data Architect
7 21 (13.38%) Consultant
8 19 (12.10%) Big Data Consultant
8 19 (12.10%) Data Consultant
9 16 (10.19%) Big Data Developer
10 14 (8.92%) Java Architect
11 11 (7.01%) Hadoop Engineer
12 10 (6.37%) Java Engineer
13 9 (5.73%) Administrator
13 9 (5.73%) Business Intelligence Lead
13 9 (5.73%) Enterprise Architect
13 9 (5.73%) Enterprise Data Architect
13 9 (5.73%) Technical Leader
14 8 (5.10%) DevOps Engineer
14 8 (5.10%) Hadoop Developer
Libraries, Frameworks & Software Standards
1 57 (36.31%) Web Services
2 53 (33.76%) Kafka
3 29 (18.47%) .NET
4 12 (7.64%) Java EE
4 12 (7.64%) JMS
5 10 (6.37%) Node.js
5 10 (6.37%) RabbitMQ
6 7 (4.46%) Oracle GoldenGate
7 6 (3.82%) Akka
8 4 (2.55%) SOAP
9 3 (1.91%) LAPP Stack
9 3 (1.91%) Middleware
9 3 (1.91%) OAuth
9 3 (1.91%) REST
10 2 (1.27%) Catalyst
10 2 (1.27%) ELK Stack
10 2 (1.27%) Pandas
10 2 (1.27%) Play Framework
10 2 (1.27%) scikit-learn
10 2 (1.27%) ZeroMQ
Miscellaneous
1 22 (14.01%) Analytical Skills
2 17 (10.83%) Computer Science
3 12 (7.64%) Management Information System
3 12 (7.64%) Statistics
4 11 (7.01%) Data Integration
5 9 (5.73%) Replication
6 7 (4.46%) Cloud Native
6 7 (4.46%) Data Centre
6 7 (4.46%) Grid Computing
7 6 (3.82%) Fintech
7 6 (3.82%) Mathematics
8 4 (2.55%) Credit Derivative
8 4 (2.55%) Credit Risk
8 4 (2.55%) Derivative
8 4 (2.55%) Equities
8 4 (2.55%) Foreign Exchange (FX)
9 3 (1.91%) Physics
10 2 (1.27%) Artificial Intelligence
10 2 (1.27%) Social Media
10 2 (1.27%) Visualisation
Operating Systems
1 49 (31.21%) Linux
2 8 (5.10%) Unix
3 2 (1.27%) CentOS
4 1 (0.64%) Android
4 1 (0.64%) Ubuntu
Processes & Methodologies
1 72 (45.86%) MapReduce
2 63 (40.13%) Analytics
3 49 (31.21%) Business Intelligence
4 41 (26.11%) Agile Software Development
5 38 (24.20%) Data Management
6 34 (21.66%) ETL
7 30 (19.11%) Data Ingestion
8 27 (17.20%) Open Source
9 20 (12.74%) DevOps
10 18 (11.46%) Data Modelling
11 17 (10.83%) Continuous Delivery
11 17 (10.83%) Continuous Integration
11 17 (10.83%) Mentoring
12 15 (9.55%) Data Architecture
12 15 (9.55%) TDD
13 13 (8.28%) SDLC
13 13 (8.28%) Technical Architecture
14 12 (7.64%) Kanban
14 12 (7.64%) Performance Tuning
14 12 (7.64%) Scrum
Programming Languages
1 116 (73.89%) Java
2 65 (41.40%) SQL
3 62 (39.49%) Python
4 33 (21.02%) Scala
5 30 (19.11%) R
6 25 (15.92%) C#
7 16 (10.19%) C++
8 13 (8.28%) C
8 13 (8.28%) Shell Script
9 9 (5.73%) Perl
10 8 (5.10%) PHP
11 7 (4.46%) Bash Shell
12 4 (2.55%) MATLAB
13 3 (1.91%) Go
13 3 (1.91%) Ruby
14 2 (1.27%) JavaScript
15 1 (0.64%) Clojure
15 1 (0.64%) Erlang
15 1 (0.64%) F#
Qualifications
1 28 (17.83%) Degree
2 12 (7.64%) Postgraduate
3 10 (6.37%) PhD
Quality Assurance & Compliance
1 7 (4.46%) SLA
2 6 (3.82%) Data Quality
3 2 (1.27%) ISO/IEC 17799
3 2 (1.27%) ISO/IEC 27001
3 2 (1.27%) ISO27002
3 2 (1.27%) PCI DSS
4 1 (0.64%) Basel III
4 1 (0.64%) Dodd-Frank
System Software
1 44 (28.03%) HDFS
2 9 (5.73%) Docker
3 7 (4.46%) Apache ZooKeeper
3 7 (4.46%) Oracle RAC
4 2 (1.27%) etcd
5 1 (0.64%) GlusterFS
5 1 (0.64%) GPFS
5 1 (0.64%) Virtual Machines
Systems Management
1 37 (23.57%) Oozie
2 23 (14.65%) Puppet
3 16 (10.19%) Opscode Chef
4 9 (5.73%) Hadoop YARN
5 8 (5.10%) Ansible
6 4 (2.55%) Ambari
6 4 (2.55%) Kibana
6 4 (2.55%) Mesos
7 3 (1.91%) Consul
7 3 (1.91%) Kubernetes
8 2 (1.27%) logstash
8 2 (1.27%) Terraform
Vendors
1 36 (22.93%) Tableau
2 33 (21.02%) Cloudera
3 30 (19.11%) Hortonworks
4 27 (17.20%) TIBCO
5 19 (12.10%) Oracle
6 10 (6.37%) IBM
6 10 (6.37%) Microsoft
7 9 (5.73%) Google
8 8 (5.10%) Informatica
9 7 (4.46%) SAP
9 7 (4.46%) Splunk
10 5 (3.18%) MapR
10 5 (3.18%) Talend
11 4 (2.55%) Cognos
11 4 (2.55%) Hitachi
12 3 (1.91%) Actian
12 3 (1.91%) GoldenSource
12 3 (1.91%) New Relic
12 3 (1.91%) Platfora
12 3 (1.91%) Teradata
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