The following table provides summary statistics for permanent job vacancies 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 30 April 2017 with a comparison to the same period in the previous 2 years.

Apache Flume
UK
3 months to
30 Apr 2017
Same period 2016 Same period 2015
Rank 833 864 930
Rank change year-on-year +31 +66  
Permanent jobs citing Apache Flume 41 96 58
As % of all permanent IT jobs advertised in the UK 0.048% 0.093% 0.052%
As % of the System Software category 0.39% 0.75% 0.43%
Number of salaries quoted 31 65 46
Median salary £80,000 £57,500 £65,000
Median salary % change year-on-year +39.13% -11.53%  
90% offered a salary of more than £55,000 £45,000 £58,750
10% offered a salary of more than £115,000 £86,500 £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 with a requirement for system software skills.

System Software Skills
UK
Permanent job vacancies with a requirement for system software skills 10616 12854 13612
As % of all permanent IT job vacancies advertised in the UK 12.38% 12.44% 12.30%
Number of salaries quoted 8966 10862 11161
Median salary £42,500 £42,500 £42,000
Median salary % change year-on-year - +1.19%  
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 £37,500 £37,500 £37,500

Apache Flume
Job Vacancy Trend

The job posting trend of jobs advertised 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 the UK

Apache Flume
Salary Trend

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

Salary trend for Apache Flume in the UK

Apache Flume
Salary Histogram

The salary distribution of IT jobs citing Apache Flume over the 3 months to 30 April 2017.

Salary histogram for Apache Flume in the UK

Apache Flume
Top 13 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Flume within the UK over the 3 months to 30 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
England +50 39 £80,000 +33.33% 11
London +53 37 £81,250 +23.10% 6
City of London +32 5 £110,000 +144.44% 2
Scotland - 2 £55,000 - 1
South East +58 1 £70,000 +16.66% 1
North West - 1 £80,000 - 2
Chester - 1 £80,000 - 1
Edinburgh - 1 £55,000 - 1
Glasgow - 1 - -
Milton Keynes - 1 £70,000 -
Uxbridge - 1 - -
Buckinghamshire - 1 £70,000 -
Cheshire - 1 £80,000 - 1

For the 6 months to 30 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 with a requirement for Apache Flume.

1 126 (96.92%) Big Data
2 107 (82.31%) Hadoop
3 106 (81.54%) Apache Spark
4 86 (66.15%) Java
5 75 (57.69%) Apache Hive
6 72 (55.38%) Kafka
7 64 (49.23%) HBase
8 62 (47.69%) Python
9 59 (45.38%) MapReduce
9 59 (45.38%) Apache Pig
10 58 (44.62%) Finance
11 57 (43.85%) NoSQL
12 52 (40.00%) Sqoop
12 52 (40.00%) Analytics
13 51 (39.23%) Apache Cassandra
14 48 (36.92%) Amazon AWS
15 47 (36.15%) MongoDB
16 42 (32.31%) HDFS
17 40 (30.77%) Business Intelligence
17 40 (30.77%) Pentaho
18 38 (29.23%) Neo4j
19 37 (28.46%) Tableau
19 37 (28.46%) Web Services
19 37 (28.46%) Impala
20 34 (26.15%) Agile Software Development
21 33 (25.38%) Degree
22 32 (24.62%) Cloudera
22 32 (24.62%) SQL
23 31 (23.85%) Analytical Skills
23 31 (23.85%) Linux

Apache Flume
Co-occurring 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
1 106 (81.54%) Apache Spark
2 59 (45.38%) Apache Pig
3 20 (15.38%) SAS
4 16 (12.31%) Apache
5 6 (4.62%) Apache Solr
5 6 (4.62%) Elasticsearch
6 2 (1.54%) Cloud Foundry
6 2 (1.54%) Confluence
6 2 (1.54%) Mule
7 1 (0.77%) Drupal
7 1 (0.77%) nginx
7 1 (0.77%) WordPress
Applications
1 4 (3.08%) Microsoft Excel
2 2 (1.54%) SPSS
Business Applications
1 2 (1.54%) SAP Oil and Gas
Cloud Services
1 48 (36.92%) Amazon AWS
2 11 (8.46%) Microsoft Azure
3 9 (6.92%) GitHub
4 7 (5.38%) IaaS
5 6 (4.62%) Amazon EC2
6 5 (3.85%) Amazon CloudWatch
6 5 (3.85%) Amazon S3
6 5 (3.85%) PaaS
7 4 (3.08%) Cloud Computing
7 4 (3.08%) SaaS
8 2 (1.54%) Amazon EMR
8 2 (1.54%) Bluemix
8 2 (1.54%) Google Cloud Platform
8 2 (1.54%) Heroku
8 2 (1.54%) IBM Cloud
8 2 (1.54%) OpenShift
9 1 (0.77%) Amazon Kinesis
9 1 (0.77%) Google Compute Engine
Communications & Networking
1 5 (3.85%) Kerberos
2 3 (2.31%) Internet
2 3 (2.31%) SSL
3 2 (1.54%) Multicast
4 1 (0.77%) LDAP
Database & Business Intelligence
1 126 (96.92%) Big Data
2 107 (82.31%) Hadoop
3 75 (57.69%) Apache Hive
4 64 (49.23%) HBase
5 57 (43.85%) NoSQL
6 52 (40.00%) Sqoop
7 51 (39.23%) Apache Cassandra
8 47 (36.15%) MongoDB
9 40 (30.77%) Pentaho
10 38 (29.23%) Neo4j
11 37 (28.46%) Impala
12 26 (20.00%) Relational Database
13 17 (13.08%) RDBMS
14 16 (12.31%) HAWQ
15 14 (10.77%) SQL Server
16 10 (7.69%) Flink
17 9 (6.92%) Data Warehouse
18 7 (5.38%) SQL Server Analysis Services
18 7 (5.38%) SQL Server Integration Services
19 6 (4.62%) SQL Server Reporting Services
Development Applications
1 18 (13.85%) Jenkins
2 6 (4.62%) Talend Open Studio
3 4 (3.08%) Git (software)
4 3 (2.31%) Apache Continuum
4 3 (2.31%) JIRA
5 2 (1.54%) Atlassian Bamboo
5 2 (1.54%) Maven
5 2 (1.54%) Subversion
6 1 (0.77%) Bitbucket
6 1 (0.77%) Grunt
6 1 (0.77%) gulp
6 1 (0.77%) JUnit
6 1 (0.77%) MSI
6 1 (0.77%) RStudio
6 1 (0.77%) Sonatype Nexus
General
1 58 (44.62%) Finance
2 16 (12.31%) Advertising
3 9 (6.92%) Banking
4 8 (6.15%) Games
5 5 (3.85%) Telecoms
6 4 (3.08%) Investment Banking
6 4 (3.08%) Manufacturing
7 3 (2.31%) Legal
8 2 (1.54%) Automotive
8 2 (1.54%) Electronics
8 2 (1.54%) Financial Institution
8 2 (1.54%) Marketing
8 2 (1.54%) Retail
9 1 (0.77%) Front Office
9 1 (0.77%) iGaming
Job Titles
1 49 (37.69%) Architect
2 42 (32.31%) Data Architect
3 35 (26.92%) Big Data Engineer
4 32 (24.62%) Data Engineer
5 23 (17.69%) Big Data Architect
6 19 (14.62%) Consultant
7 17 (13.08%) Big Data Consultant
7 17 (13.08%) Data Consultant
7 17 (13.08%) Hadoop Engineer
8 16 (12.31%) Enterprise Architect
8 16 (12.31%) Enterprise Data Architect
9 13 (10.00%) Developer
10 12 (9.23%) Big Data Developer
11 8 (6.15%) Java Engineer
12 7 (5.38%) Senior Architect
13 6 (4.62%) DevOps Engineer
13 6 (4.62%) Hadoop Developer
13 6 (4.62%) Scala Developer
14 5 (3.85%) Java Architect
14 5 (3.85%) Principal Technical Architect
Libraries, Frameworks & Software Standards
1 72 (55.38%) Kafka
2 37 (28.46%) Web Services
3 18 (13.85%) .NET
4 12 (9.23%) Java EE
5 8 (6.15%) RabbitMQ
6 6 (4.62%) Node.js
6 6 (4.62%) NumPy
6 6 (4.62%) REST
6 6 (4.62%) SciPy
7 5 (3.85%) Elastic Stack
8 3 (2.31%) Akka
8 3 (2.31%) JMS
8 3 (2.31%) Spark Streaming
9 2 (1.54%) RESTful
9 2 (1.54%) Ultra Messaging
9 2 (1.54%) XML
10 1 (0.77%) Apache Avro
10 1 (0.77%) JSON
10 1 (0.77%) SOAP
10 1 (0.77%) Symfony
Miscellaneous
1 31 (23.85%) Analytical Skills
2 25 (19.23%) Computer Science
3 8 (6.15%) Fintech
4 5 (3.85%) Hybrid Cloud
5 4 (3.08%) Algorithms
5 4 (3.08%) Data Structures
5 4 (3.08%) Public Cloud
5 4 (3.08%) Replication
6 3 (2.31%) Greenfield Project
7 1 (0.77%) Credit Derivative
7 1 (0.77%) Credit Risk
7 1 (0.77%) Derivative
7 1 (0.77%) Equities
7 1 (0.77%) Foreign Exchange (FX)
7 1 (0.77%) Online Games
7 1 (0.77%) Reference Data
7 1 (0.77%) Social Media
Operating Systems
1 31 (23.85%) Linux
2 13 (10.00%) Unix
3 7 (5.38%) Windows
4 2 (1.54%) CentOS
4 2 (1.54%) Mac OS X
5 1 (0.77%) Mesosphere
5 1 (0.77%) Ubuntu
Processes & Methodologies
1 59 (45.38%) MapReduce
2 52 (40.00%) Analytics
3 40 (30.77%) Business Intelligence
4 34 (26.15%) Agile Software Development
5 25 (19.23%) Data Ingestion
6 24 (18.46%) Data Management
7 23 (17.69%) ETL
8 19 (14.62%) Data Architecture
8 19 (14.62%) Mentoring
9 18 (13.85%) Open Source
10 17 (13.08%) Continuous Integration
11 16 (12.31%) Technical Architecture
12 15 (11.54%) DevOps
12 15 (11.54%) Use Case
13 11 (8.46%) Configuration Management
13 11 (8.46%) TDD
14 10 (7.69%) Requirements Analysis
14 10 (7.69%) Software Engineering
15 8 (6.15%) Data Modelling
16 7 (5.38%) Waterfall
Programming Languages
1 86 (66.15%) Java
2 62 (47.69%) Python
3 32 (24.62%) SQL
4 30 (23.08%) Scala
5 21 (16.15%) R
6 16 (12.31%) C
6 16 (12.31%) C#
7 10 (7.69%) Perl
8 6 (4.62%) Bash Shell
8 6 (4.62%) Ruby
9 3 (2.31%) C++
9 3 (2.31%) MATLAB
9 3 (2.31%) PHP
10 2 (1.54%) JavaScript
11 1 (0.77%) CQL
11 1 (0.77%) ES6
11 1 (0.77%) F#
11 1 (0.77%) Go
11 1 (0.77%) PL/SQL
11 1 (0.77%) Shell Script
Qualifications
1 33 (25.38%) Degree
2 17 (13.08%) PhD
2 17 (13.08%) Postgraduate
3 2 (1.54%) DV Cleared
3 2 (1.54%) Security Cleared
Quality Assurance & Compliance
1 8 (6.15%) Data Quality
2 1 (0.77%) Basel III
2 1 (0.77%) Dodd-Frank
System Software
1 42 (32.31%) HDFS
2 14 (10.77%) Docker
3 5 (3.85%) Apache ZooKeeper
4 2 (1.54%) etcd
4 2 (1.54%) Virtual Machines
5 1 (0.77%) Cronacle
5 1 (0.77%) GlusterFS
5 1 (0.77%) KVM
Systems Management
1 24 (18.46%) Oozie
2 14 (10.77%) Puppet
3 10 (7.69%) Kubernetes
4 9 (6.92%) Mesos
5 8 (6.15%) Opscode Chef
6 7 (5.38%) Ansible
7 6 (4.62%) Docker Swarm
8 5 (3.85%) Ambari
8 5 (3.85%) Hadoop YARN
9 3 (2.31%) Consul
10 2 (1.54%) Prometheus
10 2 (1.54%) Terraform
11 1 (0.77%) Control-M
11 1 (0.77%) Kibana
11 1 (0.77%) yum
Vendors
1 37 (28.46%) Tableau
2 32 (24.62%) Cloudera
3 29 (22.31%) Hortonworks
4 27 (20.77%) TIBCO
5 15 (11.54%) Informatica
6 12 (9.23%) Splunk
7 10 (7.69%) IBM
8 8 (6.15%) Teradata
9 6 (4.62%) Ab Initio
9 6 (4.62%) Cognos
9 6 (4.62%) Oracle
9 6 (4.62%) Talend
10 5 (3.85%) MapR
11 4 (3.08%) Google
11 4 (3.08%) MicroStrategy
11 4 (3.08%) Platfora
12 3 (2.31%) GoldenSource
12 3 (2.31%) SAP
13 2 (1.54%) Microsoft
13 2 (1.54%) Red Hat
City, London
Evolution Recruitment Solutions
Salary: 35,000 - 53,000 + Benefits
Posted: 2 days ago
London
Premier IT
Salary: £60000 - £100000 per annum
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 6 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 6 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 6 days ago
London
IC Resources
Salary: £60000 - £70000 per annum + depending on experience
Posted: 6 days ago
London
Mortimer Spinks
Salary: £70000 - £100000 per annum
Posted: 5 days ago
Chester
Computer Futures
Salary: £80000 per annum + competitive
Posted: 26 days ago