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 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Apache Flume
Rank 763 911 918
Rank change year-on-year
+148 +7
Permanent jobs citing Apache Flume 88 35 47
As % of all permanent IT jobs located in England 0.10% 0.035% 0.044%
As % of the System Software category 0.85% 0.30% 0.35%
Number of salaries quoted 75 22 35
Median salary £72,500 £80,000 £60,000
Median salary % change year-on-year
-9.37% +33.33%
90% offered a salary of more than £55,000 £57,500 £56,000
10% offered a salary of more than £95,000 £120,000 £89,000
UK excluding London median salary £55,000 £57,500 £52,500
% change year-on-year
-4.34% +9.52%
Apache Flume
UK

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
10363 11698 13351
As % of all permanent IT jobs located in England 12.35% 11.61% 12.41%
Number of salaries quoted 8662 9878 11332
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 4 December 2016.

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 4 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +125 69 £75,000 -16.66% 6
South East +84 14 £60,000 -4.00%
Yorkshire - 2 £50,000 -
West Midlands -19 1 £50,000 -13.04%
North West - 1 £50,000 - 4
South West - 1 £70,000 -
Apache Flume
UK

Apache Flume
Top 30 Related IT Skills in England

For the 6 months to 4 December 2016, 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.

1 171 (97.16%) Big Data
2 153 (86.93%) Hadoop
3 145 (82.39%) Java
4 108 (61.36%) HBase
5 105 (59.66%) Apache Hive
6 102 (57.95%) Apache Spark
7 96 (54.55%) MapReduce
8 81 (46.02%) Apache Pig
9 80 (45.45%) NoSQL
10 75 (42.61%) Python
11 70 (39.77%) Linux
11 70 (39.77%) MongoDB
12 69 (39.20%) SQL
13 67 (38.07%) Oozie
14 66 (37.50%) Apache Cassandra
15 58 (32.95%) HDFS
15 58 (32.95%) Analytics
16 53 (30.11%) Business Intelligence
17 52 (29.55%) Amazon AWS
18 50 (28.41%) Web Services
19 49 (27.84%) Agile Software Development
20 46 (26.14%) Sqoop
21 45 (25.57%) Cloudera
21 45 (25.57%) Finance
22 44 (25.00%) Apache
23 42 (23.86%) ETL
23 42 (23.86%) Data Management
23 42 (23.86%) Open Source
23 42 (23.86%) Kafka
24 41 (23.30%) Relational Database

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
1 102 (57.95%) Apache Spark
2 81 (46.02%) Apache Pig
3 44 (25.00%) Apache
4 30 (17.05%) SAS
5 11 (6.25%) Elasticsearch
6 8 (4.55%) Apache Solr
7 7 (3.98%) Cloud Foundry
8 1 (0.57%) Apache Airflow
8 1 (0.57%) Luigi
8 1 (0.57%) nginx
Applications
1 13 (7.39%) SPSS
2 1 (0.57%) Mingle
Business Applications
1 7 (3.98%) SAP Oil and Gas
Cloud Services
1 52 (29.55%) Amazon AWS
2 21 (11.93%) Cloud Computing
3 20 (11.36%) Microsoft Azure
4 12 (6.82%) Amazon EMR
4 12 (6.82%) SaaS
5 11 (6.25%) Amazon EC2
5 11 (6.25%) GitHub
6 10 (5.68%) Google Cloud Platform
7 9 (5.11%) Heroku
7 9 (5.11%) OpenShift
8 7 (3.98%) Google App Engine
9 6 (3.41%) PaaS
10 1 (0.57%) Google Compute Engine
10 1 (0.57%) Trello
Communications & Networking
1 3 (1.70%) Kerberos
2 2 (1.14%) Multicast
2 2 (1.14%) SSL
3 1 (0.57%) Internet
Database & Business Intelligence
1 171 (97.16%) Big Data
2 153 (86.93%) Hadoop
3 108 (61.36%) HBase
4 105 (59.66%) Apache Hive
5 80 (45.45%) NoSQL
6 70 (39.77%) MongoDB
7 66 (37.50%) Apache Cassandra
8 46 (26.14%) Sqoop
9 41 (23.30%) Relational Database
10 39 (22.16%) Impala
11 36 (20.45%) SQL Server
12 30 (17.05%) Neo4j
13 24 (13.64%) RDBMS
14 23 (13.07%) Pentaho
14 23 (13.07%) PostgreSQL
15 19 (10.80%) MySQL
16 18 (10.23%) Data Warehouse
17 15 (8.52%) Apache Accumulo
18 13 (7.39%) Triplestore
19 10 (5.68%) Data Mining
Development Applications
1 11 (6.25%) Git (software)
1 11 (6.25%) Jenkins
1 11 (6.25%) Subversion
2 6 (3.41%) Talend Open Studio
3 3 (1.70%) Apache Continuum
4 2 (1.14%) RStudio
5 1 (0.57%) Bugzilla
5 1 (0.57%) Hudson
5 1 (0.57%) JIRA
5 1 (0.57%) Maven
5 1 (0.57%) MSI
5 1 (0.57%) Team Foundation Server
5 1 (0.57%) Vagrant
General
1 45 (25.57%) Finance
2 16 (9.09%) Banking
3 12 (6.82%) Marketing
4 9 (5.11%) Telecoms
5 8 (4.55%) Retail
6 7 (3.98%) Advertising
7 3 (1.70%) Games
7 3 (1.70%) Investment Banking
7 3 (1.70%) Manufacturing
8 2 (1.14%) Electronics
9 1 (0.57%) Automotive
9 1 (0.57%) Corporate Banking
9 1 (0.57%) Financial Institution
9 1 (0.57%) Front Office
Job Titles
1 50 (28.41%) Architect
2 44 (25.00%) Developer
3 39 (22.16%) Big Data Engineer
4 38 (21.59%) Data Architect
5 32 (18.18%) Data Engineer
6 25 (14.20%) Big Data Architect
7 22 (12.50%) Hadoop Developer
8 19 (10.80%) Big Data Developer
9 17 (9.66%) Java Engineer
10 16 (9.09%) Consultant
10 16 (9.09%) Java Architect
11 15 (8.52%) Big Data Consultant
11 15 (8.52%) Data Consultant
11 15 (8.52%) Hadoop Engineer
12 13 (7.39%) Senior Developer
12 13 (7.39%) Solutions Architect
13 12 (6.82%) Administrator
13 12 (6.82%) Java Developer
14 9 (5.11%) Lead Developer
14 9 (5.11%) Technical Leader
Libraries, Frameworks & Software Standards
1 50 (28.41%) Web Services
2 42 (23.86%) Kafka
3 26 (14.77%) .NET
4 14 (7.95%) JMS
5 13 (7.39%) Node.js
6 8 (4.55%) RabbitMQ
7 7 (3.98%) Oracle GoldenGate
8 5 (2.84%) Akka
8 5 (2.84%) Java EE
8 5 (2.84%) LAPP Stack
8 5 (2.84%) Middleware
9 4 (2.27%) SOAP
10 3 (1.70%) ELK Stack
10 3 (1.70%) OAuth
10 3 (1.70%) REST
10 3 (1.70%) Spark Streaming
11 2 (1.14%) NumPy
11 2 (1.14%) RESTful
11 2 (1.14%) SciPy
11 2 (1.14%) ZeroMQ
Miscellaneous
1 20 (11.36%) Analytical Skills
2 16 (9.09%) Management Information System
3 14 (7.95%) Data Integration
4 12 (6.82%) Computer Science
4 12 (6.82%) Statistics
5 9 (5.11%) Mathematics
6 8 (4.55%) Replication
7 7 (3.98%) Cloud Native
7 7 (3.98%) Data Centre
7 7 (3.98%) Grid Computing
8 6 (3.41%) Fintech
9 5 (2.84%) Physics
10 4 (2.27%) Credit Derivative
10 4 (2.27%) Credit Risk
10 4 (2.27%) Derivative
10 4 (2.27%) Equities
10 4 (2.27%) Foreign Exchange (FX)
11 2 (1.14%) Algorithms
11 2 (1.14%) Artificial Intelligence
11 2 (1.14%) Social Media
Operating Systems
1 70 (39.77%) Linux
2 7 (3.98%) Unix
3 2 (1.14%) CentOS
4 1 (0.57%) Android
Processes & Methodologies
1 96 (54.55%) MapReduce
2 58 (32.95%) Analytics
3 53 (30.11%) Business Intelligence
4 49 (27.84%) Agile Software Development
5 42 (23.86%) Data Management
5 42 (23.86%) ETL
5 42 (23.86%) Open Source
6 27 (15.34%) Data Ingestion
7 25 (14.20%) TDD
8 23 (13.07%) Performance Tuning
9 21 (11.93%) Data Modelling
9 21 (11.93%) Software Engineering
10 18 (10.23%) Continuous Integration
10 18 (10.23%) DevOps
11 17 (9.66%) Configuration Management
11 17 (9.66%) Continuous Delivery
11 17 (9.66%) Technical Architecture
12 16 (9.09%) Mentoring
13 14 (7.95%) Kanban
13 14 (7.95%) Scrum
Programming Languages
1 145 (82.39%) Java
2 75 (42.61%) Python
3 69 (39.20%) SQL
4 32 (18.18%) R
5 31 (17.61%) Scala
5 31 (17.61%) Shell Script
6 21 (11.93%) C#
7 19 (10.80%) C++
8 18 (10.23%) PHP
9 15 (8.52%) Perl
10 12 (6.82%) C
11 8 (4.55%) MATLAB
12 7 (3.98%) Ruby
13 6 (3.41%) Bash Shell
14 2 (1.14%) Go
15 1 (0.57%) Clojure
15 1 (0.57%) Erlang
15 1 (0.57%) JavaScript
Qualifications
1 29 (16.48%) Degree
2 7 (3.98%) Postgraduate
2 7 (3.98%) Security Cleared
3 6 (3.41%) DV Cleared
4 5 (2.84%) PhD
Quality Assurance & Compliance
1 7 (3.98%) SLA
2 6 (3.41%) Data Quality
3 2 (1.14%) ISO/IEC 17799
3 2 (1.14%) ISO/IEC 27001
3 2 (1.14%) ISO27002
3 2 (1.14%) PCI DSS
4 1 (0.57%) Basel III
4 1 (0.57%) Dodd-Frank
System Software
1 58 (32.95%) HDFS
2 8 (4.55%) Docker
3 7 (3.98%) Apache ZooKeeper
3 7 (3.98%) Oracle RAC
4 2 (1.14%) etcd
4 2 (1.14%) GPFS
5 1 (0.57%) Virtual Machines
Systems Management
1 67 (38.07%) Oozie
2 20 (11.36%) Hadoop YARN
2 20 (11.36%) Puppet
3 19 (10.80%) Opscode Chef
4 5 (2.84%) Ansible
5 4 (2.27%) Ambari
5 4 (2.27%) Kibana
5 4 (2.27%) Mesos
6 3 (1.70%) Kubernetes
6 3 (1.70%) logstash
7 2 (1.14%) Consul
8 1 (0.57%) Nagios
Vendors
1 45 (25.57%) Cloudera
2 27 (15.34%) Oracle
3 25 (14.20%) Hortonworks
4 23 (13.07%) SAP
5 20 (11.36%) Tableau
6 15 (8.52%) TIBCO
7 10 (5.68%) IBM
7 10 (5.68%) Informatica
8 9 (5.11%) Google
8 9 (5.11%) Microsoft
9 8 (4.55%) Hitachi
10 6 (3.41%) MapR
10 6 (3.41%) Talend
11 5 (2.84%) Splunk
12 4 (2.27%) Cognos
12 4 (2.27%) Greenplum
13 3 (1.70%) GoldenSource
13 3 (1.70%) MicroStrategy
13 3 (1.70%) Netezza
13 3 (1.70%) Teradata
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