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 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Apache Flume
UK
Rank 815 872 920
Rank change year-on-year +57 +48  
Permanent jobs citing Apache Flume 52 92 36
As % of all permanent IT jobs advertised in the UK 0.061% 0.089% 0.034%
As % of the System Software category 0.51% 0.73% 0.27%
Number of salaries quoted 49 55 25
Median salary £82,500 £57,500 £62,500
Median salary % change year-on-year +43.47% -8.00%  
90% offered a salary of more than £55,000 £45,000 £58,500
10% offered a salary of more than £115,000 £86,500 £80,500
UK excluding London median salary - £57,500 £62,500
% change year-on-year - -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 10266 12611 13281
As % of all permanent IT job vacancies advertised in the UK 12.09% 12.21% 12.50%
Number of salaries quoted 8557 10633 11006
Median salary £42,500 £42,000 £42,000
Median salary % change year-on-year +1.19% -  
90% offered a salary of more than £25,000 £25,000 £25,000
10% offered a salary of more than £70,000 £65,000 £65,000
UK excluding London median salary £38,000 £38,000 £37,500
% change year-on-year - +1.33%  

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 25 March 2017.

Salary histogram for Apache Flume in the UK

Apache Flume
Top 5 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 25 March 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 +80 51 £82,500 +17.85% 5
England +54 51 £82,500 +43.47% 9
City of London +55 10 £110,000 +144.44% 3
Glasgow - 1 - - 1
Scotland - 1 - - 2

Apache Flume
Top 30 Related IT Skills

For the 6 months to 25 March 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.

1 136 (96.45%) Big Data
2 114 (80.85%) Hadoop
3 108 (76.60%) Apache Spark
4 95 (67.38%) Java
5 75 (53.19%) Apache Hive
6 74 (52.48%) Kafka
7 68 (48.23%) HBase
8 62 (43.97%) Python
8 62 (43.97%) Apache Pig
9 61 (43.26%) MapReduce
10 57 (40.43%) Finance
11 56 (39.72%) NoSQL
11 56 (39.72%) Analytics
12 54 (38.30%) Apache Cassandra
12 54 (38.30%) Amazon AWS
13 52 (36.88%) MongoDB
13 52 (36.88%) Sqoop
14 44 (31.21%) Web Services
15 42 (29.79%) Neo4j
15 42 (29.79%) HDFS
16 39 (27.66%) Business Intelligence
17 37 (26.24%) SQL
17 37 (26.24%) Tableau
18 36 (25.53%) Pentaho
19 35 (24.82%) Impala
20 34 (24.11%) Linux
21 32 (22.70%) Degree
21 32 (22.70%) Hortonworks
21 32 (22.70%) Scala
22 31 (21.99%) Agile Software Development

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
1 108 (76.60%) Apache Spark
2 62 (43.97%) Apache Pig
3 24 (17.02%) SAS
4 21 (14.89%) Apache
5 9 (6.38%) Elasticsearch
6 8 (5.67%) Apache Solr
7 3 (2.13%) Cloud Foundry
8 2 (1.42%) nginx
9 1 (0.71%) Confluence
9 1 (0.71%) Drupal
9 1 (0.71%) WordPress
Applications
1 5 (3.55%) MS Excel
2 4 (2.84%) SPSS
3 1 (0.71%) Mingle
Business Applications
1 2 (1.42%) SAP Oil and Gas
Cloud Services
1 54 (38.30%) Amazon AWS
2 14 (9.93%) Microsoft Azure
3 12 (8.51%) GitHub
4 7 (4.96%) Amazon EC2
4 7 (4.96%) IaaS
5 6 (4.26%) Cloud Computing
5 6 (4.26%) PaaS
5 6 (4.26%) SaaS
6 5 (3.55%) Amazon CloudWatch
6 5 (3.55%) Amazon S3
7 3 (2.13%) Amazon EMR
7 3 (2.13%) Heroku
7 3 (2.13%) OpenShift
8 2 (1.42%) Bluemix
8 2 (1.42%) Google Cloud Platform
8 2 (1.42%) IBM Cloud
9 1 (0.71%) Amazon Kinesis
9 1 (0.71%) Google App Engine
9 1 (0.71%) Google Compute Engine
9 1 (0.71%) Trello
Communications & Networking
1 3 (2.13%) Internet
1 3 (2.13%) Kerberos
1 3 (2.13%) SSL
2 2 (1.42%) Multicast
Database & Business Intelligence
1 136 (96.45%) Big Data
2 114 (80.85%) Hadoop
3 75 (53.19%) Apache Hive
4 68 (48.23%) HBase
5 56 (39.72%) NoSQL
6 54 (38.30%) Apache Cassandra
7 52 (36.88%) MongoDB
7 52 (36.88%) Sqoop
8 42 (29.79%) Neo4j
9 36 (25.53%) Pentaho
10 35 (24.82%) Impala
11 27 (19.15%) Relational Database
12 21 (14.89%) SQL Server
13 18 (12.77%) RDBMS
14 16 (11.35%) HAWQ
15 9 (6.38%) Flink
16 8 (5.67%) Data Warehouse
16 8 (5.67%) MySQL
17 7 (4.96%) SQL Server Analysis Services
17 7 (4.96%) SQL Server Integration Services
Development Applications
1 19 (13.48%) Jenkins
2 4 (2.84%) Git (software)
2 4 (2.84%) Talend Open Studio
3 3 (2.13%) Apache Continuum
3 3 (2.13%) JIRA
3 3 (2.13%) Subversion
4 1 (0.71%) Atlassian Bamboo
4 1 (0.71%) Bugzilla
4 1 (0.71%) Grunt
4 1 (0.71%) gulp
4 1 (0.71%) Hudson
4 1 (0.71%) JUnit
4 1 (0.71%) Maven
4 1 (0.71%) MSI
4 1 (0.71%) RStudio
4 1 (0.71%) Team Foundation Server
4 1 (0.71%) Vagrant
General
1 57 (40.43%) Finance
2 16 (11.35%) Advertising
3 9 (6.38%) Banking
4 8 (5.67%) Games
5 6 (4.26%) Telecoms
6 5 (3.55%) Marketing
7 4 (2.84%) Investment Banking
7 4 (2.84%) Manufacturing
8 3 (2.13%) Legal
9 2 (1.42%) Automotive
9 2 (1.42%) Electronics
9 2 (1.42%) Financial Institution
9 2 (1.42%) Retail
10 1 (0.71%) Front Office
10 1 (0.71%) iGaming
Job Titles
1 54 (38.30%) Architect
2 44 (31.21%) Data Architect
3 41 (29.08%) Big Data Engineer
4 36 (25.53%) Data Engineer
5 25 (17.73%) Big Data Architect
6 19 (13.48%) Consultant
7 17 (12.06%) Big Data Consultant
7 17 (12.06%) Data Consultant
8 16 (11.35%) Enterprise Architect
8 16 (11.35%) Enterprise Data Architect
9 15 (10.64%) Hadoop Engineer
10 14 (9.93%) Developer
11 11 (7.80%) Big Data Developer
11 11 (7.80%) Java Engineer
12 8 (5.67%) DevOps Engineer
12 8 (5.67%) Java Architect
13 7 (4.96%) Senior Architect
14 6 (4.26%) Hadoop Developer
14 6 (4.26%) Scala Developer
14 6 (4.26%) Technical Architect
Libraries, Frameworks & Software Standards
1 74 (52.48%) Kafka
2 44 (31.21%) Web Services
3 20 (14.18%) .NET
4 14 (9.93%) Java EE
5 13 (9.22%) RabbitMQ
6 7 (4.96%) Node.js
6 7 (4.96%) NumPy
6 7 (4.96%) SciPy
7 6 (4.26%) JMS
7 6 (4.26%) REST
8 5 (3.55%) Elastic Stack
9 4 (2.84%) Akka
10 2 (1.42%) ActiveMQ
10 2 (1.42%) Middleware
10 2 (1.42%) Oracle GoldenGate
10 2 (1.42%) Pandas
10 2 (1.42%) Play Framework
10 2 (1.42%) scikit-learn
10 2 (1.42%) Symfony
10 2 (1.42%) ZeroMQ
Miscellaneous
1 30 (21.28%) Analytical Skills
2 26 (18.44%) Computer Science
3 8 (5.67%) Fintech
4 5 (3.55%) Hybrid Cloud
5 4 (2.84%) Management Information System
5 4 (2.84%) Public Cloud
5 4 (2.84%) Replication
6 3 (2.13%) Credit Risk
7 2 (1.42%) Algorithms
7 2 (1.42%) Data Centre
7 2 (1.42%) Grid Computing
7 2 (1.42%) Social Media
8 1 (0.71%) Cloud Native
8 1 (0.71%) Credit Derivative
8 1 (0.71%) Data Structures
8 1 (0.71%) Derivative
8 1 (0.71%) Equities
8 1 (0.71%) Online Games
8 1 (0.71%) Reference Data
8 1 (0.71%) Social Network
Operating Systems
1 34 (24.11%) Linux
2 14 (9.93%) Unix
3 6 (4.26%) Windows
4 2 (1.42%) CentOS
5 1 (0.71%) Android
5 1 (0.71%) Mac OS X
5 1 (0.71%) Ubuntu
Processes & Methodologies
1 61 (43.26%) MapReduce
2 56 (39.72%) Analytics
3 39 (27.66%) Business Intelligence
4 31 (21.99%) Agile Software Development
5 29 (20.57%) Data Ingestion
6 27 (19.15%) Data Management
7 23 (16.31%) ETL
8 21 (14.89%) Continuous Integration
9 20 (14.18%) Data Architecture
9 20 (14.18%) Mentoring
10 19 (13.48%) DevOps
11 17 (12.06%) Open Source
12 16 (11.35%) Software Engineering
13 12 (8.51%) TDD
13 12 (8.51%) Technical Architecture
14 11 (7.80%) Configuration Management
14 11 (7.80%) Continuous Delivery
15 9 (6.38%) Use Case
16 8 (5.67%) Data Modelling
16 8 (5.67%) Requirements Analysis
Programming Languages
1 95 (67.38%) Java
2 62 (43.97%) Python
3 37 (26.24%) SQL
4 32 (22.70%) Scala
5 22 (15.60%) R
6 18 (12.77%) C#
7 17 (12.06%) C
8 10 (7.09%) Perl
9 9 (6.38%) C++
10 8 (5.67%) Ruby
11 7 (4.96%) Bash Shell
12 4 (2.84%) PHP
13 3 (2.13%) Go
13 3 (2.13%) MATLAB
13 3 (2.13%) Shell Script
14 2 (1.42%) JavaScript
15 1 (0.71%) Clojure
15 1 (0.71%) ES6
15 1 (0.71%) PL/SQL
15 1 (0.71%) TypeScript
Qualifications
1 32 (22.70%) Degree
2 17 (12.06%) PhD
2 17 (12.06%) Postgraduate
3 1 (0.71%) DV Cleared
3 1 (0.71%) Security Cleared
Quality Assurance & Compliance
1 8 (5.67%) Data Quality
2 2 (1.42%) SLA
3 1 (0.71%) Basel III
3 1 (0.71%) Dodd-Frank
System Software
1 42 (29.79%) HDFS
2 14 (9.93%) Docker
3 6 (4.26%) Apache ZooKeeper
4 2 (1.42%) etcd
4 2 (1.42%) Oracle RAC
5 1 (0.71%) GlusterFS
5 1 (0.71%) Virtual Machines
Systems Management
1 25 (17.73%) Oozie
2 21 (14.89%) Puppet
3 11 (7.80%) Opscode Chef
4 10 (7.09%) Mesos
5 9 (6.38%) Ansible
5 9 (6.38%) Kubernetes
6 5 (3.55%) Docker Swarm
6 5 (3.55%) Hadoop YARN
7 4 (2.84%) Ambari
8 3 (2.13%) Consul
9 2 (1.42%) Kibana
9 2 (1.42%) Terraform
Vendors
1 37 (26.24%) Tableau
2 32 (22.70%) Hortonworks
3 28 (19.86%) Cloudera
3 28 (19.86%) TIBCO
4 14 (9.93%) Informatica
5 13 (9.22%) Splunk
6 11 (7.80%) Oracle
7 10 (7.09%) IBM
8 8 (5.67%) Teradata
9 6 (4.26%) Ab Initio
9 6 (4.26%) SAP
10 4 (2.84%) MapR
10 4 (2.84%) Talend
11 3 (2.13%) Cognos
11 3 (2.13%) GoldenSource
11 3 (2.13%) Google
11 3 (2.13%) New Relic
11 3 (2.13%) Platfora
12 2 (1.42%) Red Hat
12 2 (1.42%) Reuters
London
Premier IT
Salary: £60000 - £100000 per annum
Posted: 2 days ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 5 days ago
Greater Manchester
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £85,000 + extensive benefits package
Posted: 5 days ago
London
Computer Futures
Salary: £50000 - £70000 per annum + competitive
Posted: 15 days ago
Salford, Lancashire
Raytheon Systems Ltd
Posted: 19 days ago
City of London
Energon Global
Salary: £65000.00 - £80000.00 per annum + benefits + bonus
Posted: 13 days ago