Period
to 18 November 2017

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 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Apache Flume
UK
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 1008 1039 1250
Rank change year-on-year +31 +211 -21
Permanent jobs citing Apache Flume 169 183 64
As % of all permanent IT jobs advertised in the UK 0.094% 0.096% 0.029%
As % of the System Software category 0.73% 0.78% 0.26%
Number of salaries quoted 111 137 41
UK median annual salary £72,500 £62,500 £79,500
Median salary % change year-on-year +16.00% -21.38% +21.37%
10th Percentile £40,000 £46,800 £56,500
90th Percentile £102,500 £91,150 £105,000
UK excluding London median annual salary £52,500 £60,000 £79,500
% change year-on-year -12.50% -24.53% +9.66%

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

All System Software Skills
UK
Permanent vacancies with a requirement for system software skills 23122 23553 24845
As % of all permanent IT jobs advertised in the UK 12.92% 12.40% 11.34%
Number of salaries quoted 19358 19787 20746
UK median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% +2.56%
10th Percentile £23,750 £23,500 £22,500
90th Percentile £75,000 £72,500 £67,500
UK excluding London median annual salary £40,000 £37,500 £37,500
% change year-on-year +6.67% - +7.14%

Apache Flume
Job Vacancy Trend

Job postings citing Apache Flume as a percentage of all IT jobs advertised.

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 6 months to 18 November 2017.

Salary histogram for Apache Flume in the UK

Apache Flume
Top 10 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 6 months to 18 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +13 162 £72,500 +16.00% 13
London +8 112 £77,500 +3.33% 6
UK excluding London +40 56 £52,500 -12.50% 8
East of England +29 22 £80,000 - 3
South East +16 22 £52,500 -12.50% 1
North of England -1 6 £45,000 -25.00% 2
Scotland -9 5 £49,000 -6.67% 1
North West -15 5 £45,000 -10.00%
Yorkshire +21 1 - - 2
Northern Ireland - 1 - -

For the 6 months to 18 November 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.

1 158 (93.49%) Hadoop
2 144 (85.21%) Big Data
3 134 (79.29%) Apache Spark
4 106 (62.72%) Java
5 105 (62.13%) Apache Hive
6 89 (52.66%) HBase
7 88 (52.07%) Python
8 86 (50.89%) Agile Software Development
9 84 (49.70%) Kafka
10 83 (49.11%) NoSQL
11 75 (44.38%) Analytics
12 72 (42.60%) Sqoop
13 70 (41.42%) MapReduce
14 67 (39.64%) SQL
15 55 (32.54%) Scala
16 54 (31.95%) Impala
17 52 (30.77%) Apache Pig
17 52 (30.77%) Amazon AWS
18 51 (30.18%) Linux
19 47 (27.81%) Cloudera
20 46 (27.22%) HDFS
20 46 (27.22%) Apache Cassandra
21 40 (23.67%) Web Services
22 39 (23.08%) Finance
23 36 (21.30%) Degree
24 34 (20.12%) Analytical Skills
24 34 (20.12%) Oozie
25 32 (18.93%) MongoDB
26 29 (17.16%) Data Management
26 29 (17.16%) Hadoop YARN

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
1 134 (79.29%) Apache Spark
2 52 (30.77%) Apache Pig
3 26 (15.38%) Apache Solr
3 26 (15.38%) SAS
4 23 (13.61%) Apache
5 18 (10.65%) Elasticsearch
6 8 (4.73%) Tomcat
7 5 (2.96%) WebSphere
7 5 (2.96%) WebSphere Application Server
8 4 (2.37%) Confluence
8 4 (2.37%) IBM HTTP Server
8 4 (2.37%) WebSphere Portal
9 1 (0.59%) Cloud Foundry
9 1 (0.59%) Jetty
Applications
1 6 (3.55%) SPSS
Cloud Services
1 52 (30.77%) Amazon AWS
2 13 (7.69%) Amazon EMR
3 9 (5.33%) Cloud Computing
4 6 (3.55%) Amazon EC2
5 5 (2.96%) Microsoft Azure
6 4 (2.37%) Google Cloud Platform
7 2 (1.18%) Amazon S3
7 2 (1.18%) GitHub
7 2 (1.18%) IaaS
8 1 (0.59%) AWS Lambda
8 1 (0.59%) Bluemix
8 1 (0.59%) IBM Cloud
8 1 (0.59%) PaaS
8 1 (0.59%) Serverless
Communications & Networking
1 9 (5.33%) SSL
2 8 (4.73%) Kerberos
3 5 (2.96%) HTTP
3 5 (2.96%) Internet
4 4 (2.37%) HTTPS
5 2 (1.18%) LDAP
6 1 (0.59%) Firewall
6 1 (0.59%) TCP/IP
Database & Business Intelligence
1 158 (93.49%) Hadoop
2 144 (85.21%) Big Data
3 105 (62.13%) Apache Hive
4 89 (52.66%) HBase
5 83 (49.11%) NoSQL
6 72 (42.60%) Sqoop
7 54 (31.95%) Impala
8 46 (27.22%) Apache Cassandra
9 32 (18.93%) MongoDB
10 25 (14.79%) Relational Database
11 15 (8.88%) Data Warehouse
12 10 (5.92%) Flink
12 10 (5.92%) Neo4j
13 9 (5.33%) Pentaho
13 9 (5.33%) SQL Server
14 8 (4.73%) Data Mining
14 8 (4.73%) Power BI
14 8 (4.73%) Redis
15 7 (4.14%) MySQL
16 6 (3.55%) RDBMS
Development Applications
1 28 (16.57%) Jenkins
2 21 (12.43%) Maven
3 18 (10.65%) Git (software)
4 14 (8.28%) JIRA
5 8 (4.73%) JUnit
5 8 (4.73%) Mockito
6 7 (4.14%) Atlassian Bamboo
6 7 (4.14%) Gradle
6 7 (4.14%) TestNG
7 6 (3.55%) Sonatype Nexus
8 5 (2.96%) Talend Open Studio
8 5 (2.96%) TeamCity
9 4 (2.37%) Bitbucket
10 1 (0.59%) Cucumber
10 1 (0.59%) Selenium
10 1 (0.59%) Subversion
10 1 (0.59%) webpack
General
1 39 (23.08%) Finance
2 21 (12.43%) Retail
3 16 (9.47%) Banking
4 7 (4.14%) Front Office
5 6 (3.55%) Telecoms
6 4 (2.37%) Games
6 4 (2.37%) Marketing
7 3 (1.78%) Electronics
7 3 (1.78%) Legal
7 3 (1.78%) Manufacturing
8 1 (0.59%) Advertising
8 1 (0.59%) Automotive
8 1 (0.59%) Financial Institution
8 1 (0.59%) iGaming
Job Titles
1 58 (34.32%) Big Data Engineer
2 56 (33.14%) Data Engineer
3 42 (24.85%) Hadoop Engineer
4 40 (23.67%) Developer
5 21 (12.43%) Big Data Developer
6 19 (11.24%) Architect
6 19 (11.24%) Data Architect
7 16 (9.47%) Big Data Architect
8 15 (8.88%) Hadoop Developer
9 13 (7.69%) Consultant
9 13 (7.69%) Data Consultant
10 12 (7.10%) Java Engineer
11 11 (6.51%) Analytics Consultant
11 11 (6.51%) Data Analytics Consultant
11 11 (6.51%) SAS Consultant
12 9 (5.33%) Software Engineer
12 9 (5.33%) Solutions Architect
13 8 (4.73%) NoSQL Engineer
14 7 (4.14%) Cloud Developer
14 7 (4.14%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 84 (49.70%) Kafka
2 40 (23.67%) Web Services
3 15 (8.88%) JSON
4 10 (5.92%) Akka
4 10 (5.92%) REST
4 10 (5.92%) XML
5 9 (5.33%) .NET
6 8 (4.73%) Dropwizard
6 8 (4.73%) Hibernate
6 8 (4.73%) NumPy
6 8 (4.73%) Pandas
6 8 (4.73%) SOAP
7 7 (4.14%) Ehcache
7 7 (4.14%) JDBC
8 6 (3.55%) GraphX
8 6 (3.55%) Spark Streaming
9 5 (2.96%) J2EE
10 4 (2.37%) Elastic Stack
10 4 (2.37%) Node.js
10 4 (2.37%) RabbitMQ
Miscellaneous
1 34 (20.12%) Analytical Skills
2 20 (11.83%) Algorithms
3 18 (10.65%) Computer Science
4 16 (9.47%) Data Structures
5 11 (6.51%) Foreign Exchange (FX)
6 8 (4.73%) Enterprise Software
6 8 (4.73%) Fintech
6 8 (4.73%) Greenfield Project
7 5 (2.96%) DataPower
8 3 (1.78%) Data Centre
9 2 (1.18%) Derivative
9 2 (1.18%) Online Games
9 2 (1.18%) OTC Derivatives
9 2 (1.18%) Reference Data
10 1 (0.59%) Blog
10 1 (0.59%) Hedge funds
10 1 (0.59%) Private Cloud
10 1 (0.59%) Xbox
Operating Systems
1 51 (30.18%) Linux
2 22 (13.02%) Unix
3 10 (5.92%) Windows
4 4 (2.37%) AIX
4 4 (2.37%) Red Hat Enterprise Linux
4 4 (2.37%) Solaris
5 3 (1.78%) Mac OS X
6 1 (0.59%) Android
6 1 (0.59%) Apple iOS
6 1 (0.59%) CentOS
6 1 (0.59%) Mesosphere
Processes & Methodologies
1 86 (50.89%) Agile Software Development
2 75 (44.38%) Analytics
3 70 (41.42%) MapReduce
4 29 (17.16%) Data Management
5 28 (16.57%) ETL
5 28 (16.57%) Open Source
6 27 (15.98%) Software Engineering
7 26 (15.38%) Visualisation
8 25 (14.79%) Performance Tuning
9 24 (14.20%) Continuous Integration
10 23 (13.61%) Business Intelligence
10 23 (13.61%) Machine Learning
10 23 (13.61%) Scrum
11 22 (13.02%) DevOps
12 21 (12.43%) Data Modelling
12 21 (12.43%) Data Visualisation
13 20 (11.83%) TDD
14 18 (10.65%) Data Architecture
14 18 (10.65%) Mathematics
15 17 (10.06%) Use Case
Programming Languages
1 106 (62.72%) Java
2 88 (52.07%) Python
3 67 (39.64%) SQL
4 55 (32.54%) Scala
5 27 (15.98%) R
6 18 (10.65%) C#
7 17 (10.06%) C++
8 14 (8.28%) C
8 14 (8.28%) Perl
9 12 (7.10%) Bash Shell
10 11 (6.51%) MATLAB
10 11 (6.51%) Shell Script
11 8 (4.73%) PHP
12 7 (4.14%) JavaScript
13 6 (3.55%) HiveQL
14 2 (1.18%) PL/SQL
15 1 (0.59%) Clojure
15 1 (0.59%) CQL
15 1 (0.59%) ES6
15 1 (0.59%) Ruby
Qualifications
1 36 (21.30%) Degree
2 19 (11.24%) Security Cleared
3 18 (10.65%) DV Cleared
4 13 (7.69%) Computer Science Degree
5 11 (6.51%) Numerate Degree
6 8 (4.73%) SC Cleared
7 1 (0.59%) PhD
Quality Assurance & Compliance
1 16 (9.47%) Data Quality
2 15 (8.88%) QA
3 1 (0.59%) GCP
System Software
1 46 (27.22%) HDFS
2 9 (5.33%) Apache ZooKeeper
3 7 (4.14%) Docker
4 2 (1.18%) Virtual Machines
5 1 (0.59%) Cronacle
5 1 (0.59%) MapR-FS
Systems Management
1 34 (20.12%) Oozie
2 29 (17.16%) Hadoop YARN
3 24 (14.20%) Opscode Chef
4 14 (8.28%) Puppet
5 12 (7.10%) Ansible
6 10 (5.92%) Mesos
7 6 (3.55%) Ambari
8 5 (2.96%) Kubernetes
8 5 (2.96%) Nagios
9 4 (2.37%) Prometheus
10 2 (1.18%) Kibana
10 2 (1.18%) Terraform
11 1 (0.59%) BMC PATROL
11 1 (0.59%) Control-M
11 1 (0.59%) Docker Swarm
11 1 (0.59%) Grafana
11 1 (0.59%) Graphite
11 1 (0.59%) logstash
11 1 (0.59%) yum
Vendors
1 47 (27.81%) Cloudera
2 27 (15.98%) Tableau
3 16 (9.47%) Oracle
4 15 (8.88%) Hortonworks
5 9 (5.33%) MapR
6 8 (4.73%) SAP
7 7 (4.14%) Atlassian
7 7 (4.14%) IBM
7 7 (4.14%) Informatica
7 7 (4.14%) Microsoft
7 7 (4.14%) TIBCO
8 6 (3.55%) Splunk
9 5 (2.96%) Google
9 5 (2.96%) Talend
9 5 (2.96%) Teradata
10 3 (1.78%) Greenplum
11 2 (1.18%) Alteryx
11 2 (1.18%) AppDynamics
11 2 (1.18%) MuleSoft
12 1 (0.59%) StreamBase