The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Apache Flume skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Flume over the 3 months to 25 April 2017 with a comparison to the same period in the previous 2 years.

Apache Flume
UK / England
3 months to
25 Apr 2017
Same period 2016 Same period 2015
Rank 815 841 931
Rank change year-on-year +26 +90  
Permanent jobs citing Apache Flume 37 92 47
As % of all permanent IT jobs advertised in England 0.046% 0.094% 0.045%
As % of the System Software category 0.37% 0.76% 0.35%
Number of salaries quoted 30 62 41
Median salary £82,500 £60,000 £67,500
Median salary % change year-on-year +37.50% -11.11%  
90% offered a salary of more than £60,000 £50,000 £60,000
10% offered a salary of more than £115,000 £89,750 £90,000
UK excluding London median salary £70,000 £57,500 £62,500
% change year-on-year +21.73% -8.00%  

Apache Flume is in the system software skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for system software skills.

System Software Skills
England
Permanent job vacancies with a requirement for system software skills 10004 12124 13287
As % of all permanent IT job vacancies advertised in England 12.35% 12.40% 12.60%
Number of salaries quoted 8454 10302 10985
Median salary £42,500 £42,500 £42,500
90% offered a salary of more than £25,500 £25,000 £25,000
10% offered a salary of more than £70,000 £65,000 £65,000
UK excluding London median salary £38,000 £37,500 £37,500
% change year-on-year +1.33% -  

Apache Flume
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Apache Flume as a proportion of all permanent or contract IT jobs with a match in the System Software category.

Job vacancy trend for Apache Flume 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 in England.

Salary trend for Apache Flume in England

Apache Flume
Salary Histogram in England

The salary distribution of IT jobs citing Apache Flume in England over the 3 months to 25 April 2017.

Salary histogram for Apache Flume 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 25 April 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 +60 35 £82,500 +17.85% 4
South East +58 1 £70,000 +16.66% 1
North West - 1 £80,000 - 2
Apache Flume
UK

For the 6 months to 25 April 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.

1 118 (96.72%) Big Data
2 99 (81.15%) Hadoop
3 98 (80.33%) Apache Spark
4 80 (65.57%) Java
5 68 (55.74%) Kafka
6 67 (54.92%) Apache Hive
7 61 (50.00%) HBase
8 57 (46.72%) Python
9 56 (45.90%) MapReduce
10 55 (45.08%) NoSQL
11 53 (43.44%) Apache Pig
11 53 (43.44%) Finance
12 51 (41.80%) Apache Cassandra
13 49 (40.16%) Sqoop
14 46 (37.70%) MongoDB
15 45 (36.89%) Analytics
16 43 (35.25%) Amazon AWS
17 41 (33.61%) HDFS
18 39 (31.97%) Pentaho
18 39 (31.97%) Neo4j
19 37 (30.33%) Tableau
19 37 (30.33%) Business Intelligence
19 37 (30.33%) Web Services
20 36 (29.51%) Impala
21 30 (24.59%) Hortonworks
21 30 (24.59%) Cloudera
22 29 (23.77%) Scala
22 29 (23.77%) SQL
23 28 (22.95%) Degree
23 28 (22.95%) Analytical Skills

Apache Flume
Co-occurring 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 98 (80.33%) Apache Spark
2 53 (43.44%) Apache Pig
3 20 (16.39%) SAS
4 16 (13.11%) Apache
5 6 (4.92%) Elasticsearch
6 5 (4.10%) Apache Solr
7 2 (1.64%) Cloud Foundry
7 2 (1.64%) Mule
8 1 (0.82%) Confluence
8 1 (0.82%) Drupal
8 1 (0.82%) nginx
8 1 (0.82%) WordPress
Applications
1 4 (3.28%) Microsoft Excel
2 2 (1.64%) SPSS
Business Applications
1 2 (1.64%) SAP Oil and Gas
Cloud Services
1 43 (35.25%) Amazon AWS
2 10 (8.20%) GitHub
3 6 (4.92%) Microsoft Azure
4 4 (3.28%) SaaS
5 3 (2.46%) Cloud Computing
6 2 (1.64%) Amazon EMR
6 2 (1.64%) Bluemix
6 2 (1.64%) Google Cloud Platform
6 2 (1.64%) Heroku
6 2 (1.64%) IaaS
6 2 (1.64%) IBM Cloud
6 2 (1.64%) OpenShift
7 1 (0.82%) Amazon EC2
7 1 (0.82%) Amazon Kinesis
7 1 (0.82%) Google Compute Engine
Communications & Networking
1 4 (3.28%) Kerberos
2 3 (2.46%) Internet
2 3 (2.46%) SSL
3 2 (1.64%) Multicast
4 1 (0.82%) LDAP
Database & Business Intelligence
1 118 (96.72%) Big Data
2 99 (81.15%) Hadoop
3 67 (54.92%) Apache Hive
4 61 (50.00%) HBase
5 55 (45.08%) NoSQL
6 51 (41.80%) Apache Cassandra
7 49 (40.16%) Sqoop
8 46 (37.70%) MongoDB
9 39 (31.97%) Neo4j
9 39 (31.97%) Pentaho
10 36 (29.51%) Impala
11 26 (21.31%) Relational Database
12 16 (13.11%) HAWQ
12 16 (13.11%) RDBMS
13 15 (12.30%) SQL Server
14 7 (5.74%) SQL Server Analysis Services
14 7 (5.74%) SQL Server Integration Services
15 6 (4.92%) Data Warehouse
15 6 (4.92%) Power BI
15 6 (4.92%) SQL Server Reporting Services
Development Applications
1 13 (10.66%) Jenkins
2 6 (4.92%) Talend Open Studio
3 3 (2.46%) Apache Continuum
3 3 (2.46%) Git (software)
4 2 (1.64%) JIRA
4 2 (1.64%) Maven
5 1 (0.82%) Atlassian Bamboo
5 1 (0.82%) Grunt
5 1 (0.82%) gulp
5 1 (0.82%) JUnit
5 1 (0.82%) MSI
5 1 (0.82%) RStudio
5 1 (0.82%) Sonatype Nexus
5 1 (0.82%) Subversion
General
1 53 (43.44%) Finance
2 16 (13.11%) Advertising
3 9 (7.38%) Banking
4 8 (6.56%) Games
5 5 (4.10%) Telecoms
6 4 (3.28%) Investment Banking
6 4 (3.28%) Manufacturing
7 3 (2.46%) Legal
8 2 (1.64%) Automotive
8 2 (1.64%) Electronics
8 2 (1.64%) Financial Institution
8 2 (1.64%) Marketing
8 2 (1.64%) Retail
9 1 (0.82%) Front Office
9 1 (0.82%) iGaming
Job Titles
1 50 (40.98%) Architect
2 43 (35.25%) Data Architect
3 36 (29.51%) Big Data Engineer
4 32 (26.23%) Data Engineer
5 24 (19.67%) Big Data Architect
6 18 (14.75%) Hadoop Engineer
7 17 (13.93%) Consultant
8 16 (13.11%) Big Data Consultant
8 16 (13.11%) Data Consultant
8 16 (13.11%) Enterprise Architect
8 16 (13.11%) Enterprise Data Architect
9 12 (9.84%) Developer
10 11 (9.02%) Big Data Developer
11 10 (8.20%) Java Engineer
12 7 (5.74%) DevOps Engineer
12 7 (5.74%) Senior Architect
13 6 (4.92%) Hadoop Developer
13 6 (4.92%) Scala Developer
14 5 (4.10%) Java Architect
14 5 (4.10%) Principal Architect
Libraries, Frameworks & Software Standards
1 68 (55.74%) Kafka
2 37 (30.33%) Web Services
3 17 (13.93%) .NET
4 13 (10.66%) Java EE
5 8 (6.56%) RabbitMQ
6 6 (4.92%) Node.js
7 3 (2.46%) Akka
7 3 (2.46%) JMS
8 2 (1.64%) Spark Streaming
8 2 (1.64%) Ultra Messaging
9 1 (0.82%) Apache Avro
9 1 (0.82%) J2EE
9 1 (0.82%) Middleware
9 1 (0.82%) NumPy
9 1 (0.82%) REST
9 1 (0.82%) RESTful
9 1 (0.82%) SciPy
9 1 (0.82%) SOAP
9 1 (0.82%) Symfony
9 1 (0.82%) XML
Miscellaneous
1 28 (22.95%) Analytical Skills
2 25 (20.49%) Computer Science
3 8 (6.56%) Fintech
4 4 (3.28%) Replication
5 3 (2.46%) Greenfield Project
6 2 (1.64%) Algorithms
6 2 (1.64%) Data Structures
7 1 (0.82%) Credit Derivative
7 1 (0.82%) Credit Risk
7 1 (0.82%) Derivative
7 1 (0.82%) Equities
7 1 (0.82%) Foreign Exchange (FX)
7 1 (0.82%) Online Games
7 1 (0.82%) Reference Data
7 1 (0.82%) Social Media
Operating Systems
1 23 (18.85%) Linux
2 7 (5.74%) Unix
3 2 (1.64%) CentOS
4 1 (0.82%) Mac OS X
4 1 (0.82%) Mesosphere
4 1 (0.82%) Ubuntu
4 1 (0.82%) Windows
Processes & Methodologies
1 56 (45.90%) MapReduce
2 45 (36.89%) Analytics
3 37 (30.33%) Business Intelligence
4 26 (21.31%) Agile Software Development
5 25 (20.49%) Data Ingestion
6 24 (19.67%) Data Management
7 22 (18.03%) ETL
8 19 (15.57%) Mentoring
9 18 (14.75%) Data Architecture
10 16 (13.11%) Open Source
11 15 (12.30%) DevOps
11 15 (12.30%) Technical Architecture
12 14 (11.48%) Use Case
13 12 (9.84%) Continuous Integration
14 11 (9.02%) TDD
15 10 (8.20%) Requirements Analysis
16 8 (6.56%) Data Modelling
17 7 (5.74%) Continuous Delivery
18 6 (4.92%) Configuration Management
18 6 (4.92%) Software Engineering
Programming Languages
1 80 (65.57%) Java
2 57 (46.72%) Python
3 29 (23.77%) Scala
3 29 (23.77%) SQL
4 20 (16.39%) R
5 16 (13.11%) C#
6 14 (11.48%) C
7 6 (4.92%) Bash Shell
8 5 (4.10%) Perl
9 3 (2.46%) C++
9 3 (2.46%) MATLAB
10 2 (1.64%) PHP
11 1 (0.82%) CQL
11 1 (0.82%) ES6
11 1 (0.82%) F#
11 1 (0.82%) Go
11 1 (0.82%) JavaScript
11 1 (0.82%) PL/SQL
11 1 (0.82%) Ruby
11 1 (0.82%) TypeScript
Qualifications
1 28 (22.95%) Degree
2 17 (13.93%) PhD
2 17 (13.93%) Postgraduate
3 1 (0.82%) DV Cleared
3 1 (0.82%) Security Cleared
Quality Assurance & Compliance
1 8 (6.56%) Data Quality
2 1 (0.82%) Basel III
2 1 (0.82%) Dodd-Frank
System Software
1 41 (33.61%) HDFS
2 9 (7.38%) Docker
3 5 (4.10%) Apache ZooKeeper
4 2 (1.64%) etcd
5 1 (0.82%) Cronacle
5 1 (0.82%) GlusterFS
5 1 (0.82%) Virtual Machines
Systems Management
1 24 (19.67%) Oozie
2 15 (12.30%) Puppet
3 8 (6.56%) Opscode Chef
4 7 (5.74%) Ansible
5 5 (4.10%) Ambari
5 5 (4.10%) Hadoop YARN
5 5 (4.10%) Kubernetes
6 4 (3.28%) Mesos
7 3 (2.46%) Consul
8 2 (1.64%) Prometheus
8 2 (1.64%) Terraform
9 1 (0.82%) Control-M
9 1 (0.82%) Docker Swarm
9 1 (0.82%) Kibana
9 1 (0.82%) yum
Vendors
1 37 (30.33%) Tableau
2 30 (24.59%) Cloudera
2 30 (24.59%) Hortonworks
3 27 (22.13%) TIBCO
4 15 (12.30%) Informatica
5 11 (9.02%) IBM
6 8 (6.56%) Teradata
7 7 (5.74%) Oracle
7 7 (5.74%) Splunk
8 6 (4.92%) Ab Initio
8 6 (4.92%) Talend
9 5 (4.10%) Cognos
9 5 (4.10%) MapR
10 4 (3.28%) Google
10 4 (3.28%) Platfora
10 4 (3.28%) SAP
11 3 (2.46%) GoldenSource
11 3 (2.46%) MicroStrategy
12 2 (1.64%) Microsoft
12 2 (1.64%) Red Hat
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 14 hours ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 14 hours ago
London
IC Resources
Salary: £60000 - £70000 per annum + depending on experience
Posted: 19 hours ago
City, London
Experis Ltd
Salary: £55000 - £65000 per annum + Benefits
Posted: 3 days ago
Chester
Computer Futures
Salary: £80000 per annum + competitive
Posted: 20 days ago