Period
to 20 January 2018

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 20 January 2018 with a comparison to the same period in the previous 2 years.

Apache Flume
UK
6 months to
20 Jan 2018
Same period 2017 Same period 2016
Rank 990 1021 1202
Rank change year-on-year +31 +181 +25
Permanent jobs citing Apache Flume 173 159 90
As % of all permanent IT jobs advertised in the UK 0.100% 0.090% 0.043%
As % of the System Software category 0.76% 0.73% 0.37%
Number of salaries quoted 146 129 50
UK median annual salary £75,000 £72,500 £68,750
Median salary % change year-on-year +3.45% +5.45% +5.77%
10th Percentile £40,875 £47,500 £49,875
90th Percentile £100,500 £104,500 £120,000
UK excluding London median annual salary £63,750 £60,000 £57,500
% change year-on-year +6.25% +4.35% +9.52%

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 22,699 21,772 24,201
As % of all permanent IT jobs advertised in the UK 13.11% 12.30% 11.60%
Number of salaries quoted 18,893 18,075 20,435
UK median annual salary £45,000 £42,000 £40,000
Median salary % change year-on-year +7.14% +5.00% +1.27%
10th Percentile £24,000 £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 20 January 2018.

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 6 months to 20 January 2018. 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 +27 164 £75,000 +3.45% 39
London -13 108 £80,000 +6.67% 23
UK excluding London +44 63 £63,750 +6.25% 16
South East +39 31 £50,000 -16.67% 9
East of England - 18 £80,000 - 3
Scotland -35 5 £48,000 -
North of England 0 3 £45,000 -25.00% 3
North West -9 3 £45,000 -10.00% 1
Midlands +23 2 £65,000 +30.00% 1
West Midlands +17 2 £65,000 +30.00%
South West +9 2 £47,500 -26.92%
Wales - 1 £47,500 -
Northern Ireland - 1 - -

For the 6 months to 20 January 2018, 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.

1 160 (92.49%) Hadoop
2 145 (83.82%) Big Data
3 127 (73.41%) Apache Spark
4 118 (68.21%) HBase
5 116 (67.05%) Apache Hive
6 93 (53.76%) Kafka
7 91 (52.60%) Java
7 91 (52.60%) Python
8 79 (45.66%) Apache Cassandra
9 78 (45.09%) NoSQL
10 70 (40.46%) Cloudera
11 69 (39.88%) MapReduce
12 68 (39.31%) Sqoop
13 64 (36.99%) Analytics
13 64 (36.99%) SQL
14 63 (36.42%) Linux
14 63 (36.42%) Agile Software Development
15 61 (35.26%) Impala
16 60 (34.68%) Scala
16 60 (34.68%) Amazon AWS
17 56 (32.37%) HDFS
17 56 (32.37%) Apache Pig
18 51 (29.48%) MongoDB
19 48 (27.75%) ETL
20 41 (23.70%) Hadoop YARN
21 39 (22.54%) Oozie
21 39 (22.54%) Apache Solr
22 38 (21.97%) Hortonworks
23 36 (20.81%) Elasticsearch
24 34 (19.65%) Jenkins

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
1 127 (73.41%) Apache Spark
2 56 (32.37%) Apache Pig
3 39 (22.54%) Apache Solr
4 36 (20.81%) Elasticsearch
5 28 (16.18%) Apache
6 24 (13.87%) SAS
7 9 (5.20%) Tomcat
8 5 (2.89%) Confluence
8 5 (2.89%) IBM HTTP Server
8 5 (2.89%) WebSphere
8 5 (2.89%) WebSphere Application Server
9 4 (2.31%) WebSphere Portal
10 3 (1.73%) Oracle SOA Suite
10 3 (1.73%) WebLogic
11 2 (1.16%) Jetty
Applications
1 7 (4.05%) SPSS
Business Applications
1 3 (1.73%) Oracle 11i
1 3 (1.73%) Oracle Assets
1 3 (1.73%) Oracle EBS
1 3 (1.73%) Oracle EBS R12
1 3 (1.73%) Oracle General Ledger
1 3 (1.73%) Oracle iProcurement
1 3 (1.73%) Oracle Payables
1 3 (1.73%) Oracle Receivables
2 1 (0.58%) WebTrends
Cloud Services
1 60 (34.68%) Amazon AWS
2 19 (10.98%) Amazon EMR
3 16 (9.25%) Microsoft Azure
4 11 (6.36%) Cloud Computing
5 8 (4.62%) GitHub
6 7 (4.05%) Amazon EC2
6 7 (4.05%) Amazon S3
7 6 (3.47%) Google Cloud Platform
8 4 (2.31%) Amazon Kinesis
9 1 (0.58%) Adobe Analytics
9 1 (0.58%) AWS Data Pipeline
9 1 (0.58%) AWS Lambda
9 1 (0.58%) Azure Data Factory
9 1 (0.58%) Cloudflare
9 1 (0.58%) CloudFront
9 1 (0.58%) Google Analytics
9 1 (0.58%) IaaS
9 1 (0.58%) PaaS
9 1 (0.58%) Serverless
Communications & Networking
1 7 (4.05%) SSL
2 6 (3.47%) HTTP
2 6 (3.47%) Internet
2 6 (3.47%) Kerberos
3 5 (2.89%) HTTPS
4 1 (0.58%) DNS
4 1 (0.58%) Firewall
4 1 (0.58%) TCP/IP
Database & Business Intelligence
1 160 (92.49%) Hadoop
2 145 (83.82%) Big Data
3 118 (68.21%) HBase
4 116 (67.05%) Apache Hive
5 79 (45.66%) Apache Cassandra
6 78 (45.09%) NoSQL
7 68 (39.31%) Sqoop
8 61 (35.26%) Impala
9 51 (29.48%) MongoDB
10 31 (17.92%) Relational Database
11 28 (16.18%) Data Warehouse
12 22 (12.72%) Flink
13 16 (9.25%) RDBMS
13 16 (9.25%) SQL Server
14 12 (6.94%) Neo4j
14 12 (6.94%) Pentaho
15 11 (6.36%) PostgreSQL
15 11 (6.36%) Power BI
16 10 (5.78%) Mahout
16 10 (5.78%) QlikView
Development Applications
1 34 (19.65%) Jenkins
2 20 (11.56%) Git (software)
2 20 (11.56%) Maven
3 13 (7.51%) JIRA
4 11 (6.36%) JUnit
5 9 (5.20%) Mockito
5 9 (5.20%) TeamCity
6 7 (4.05%) Atlassian Bamboo
6 7 (4.05%) Gradle
6 7 (4.05%) TestNG
7 5 (2.89%) Bitbucket
8 4 (2.31%) Sonatype Nexus
9 3 (1.73%) Ant
9 3 (1.73%) Cucumber
9 3 (1.73%) Team Foundation Server
10 2 (1.16%) Selenium
10 2 (1.16%) Subversion
10 2 (1.16%) Vagrant
10 2 (1.16%) webpack
11 1 (0.58%) CircleCI
General
1 27 (15.61%) Finance
2 14 (8.09%) Banking
3 11 (6.36%) Retail
3 11 (6.36%) Telecoms
4 10 (5.78%) Marketing
5 7 (4.05%) Front Office
5 7 (4.05%) Manufacturing
6 5 (2.89%) Electronics
6 5 (2.89%) Games
7 4 (2.31%) Legal
8 1 (0.58%) Advertising
8 1 (0.58%) Automotive
8 1 (0.58%) iGaming
8 1 (0.58%) Pharmaceutical
Job Titles
1 81 (46.82%) Big Data Engineer
2 79 (45.66%) Data Engineer
3 47 (27.17%) Hadoop Engineer
4 27 (15.61%) Architect
5 25 (14.45%) Data Architect
6 23 (13.29%) Big Data Architect
7 22 (12.72%) Developer
8 18 (10.40%) Java Engineer
9 12 (6.94%) Software Engineer
10 11 (6.36%) DevOps Engineer
11 10 (5.78%) Big Data Developer
12 9 (5.20%) NoSQL Engineer
12 9 (5.20%) Senior Java Engineer
13 8 (4.62%) Big Data Software Engineer
13 8 (4.62%) Big Data Solutions Architect
13 8 (4.62%) Solutions Architect
14 6 (3.47%) Data Analytics Architect
14 6 (3.47%) Lead Architect
14 6 (3.47%) Lead Data Architect
14 6 (3.47%) Lead Solutions Architect
Libraries, Frameworks & Software Standards
1 93 (53.76%) Kafka
2 24 (13.87%) Web Services
3 14 (8.09%) Akka
3 14 (8.09%) XML
4 11 (6.36%) RabbitMQ
4 11 (6.36%) SOAP
4 11 (6.36%) Spark Streaming
5 10 (5.78%) REST
6 9 (5.20%) .NET
6 9 (5.20%) Dropwizard
6 9 (5.20%) Hibernate
7 8 (4.62%) Apache Avro
7 8 (4.62%) NumPy
7 8 (4.62%) Pandas
7 8 (4.62%) TensorFlow
8 7 (4.05%) Ehcache
8 7 (4.05%) JDBC
8 7 (4.05%) Middleware
9 6 (3.47%) GraphX
10 5 (2.89%) MLlib
Miscellaneous
1 29 (16.76%) Computer Science
2 18 (10.40%) Algorithms
3 17 (9.83%) Analytical Skills
4 13 (7.51%) Data Structures
5 9 (5.20%) Greenfield Project
6 8 (4.62%) Enterprise Software
7 5 (2.89%) Data Centre
7 5 (2.89%) DataPower
7 5 (2.89%) Fintech
8 4 (2.31%) Hedge funds
8 4 (2.31%) Private Cloud
9 3 (1.73%) Hybrid Cloud
9 3 (1.73%) Public Cloud
10 2 (1.16%) Online Games
10 2 (1.16%) User Experience
10 2 (1.16%) Xbox
11 1 (0.58%) Blog
11 1 (0.58%) Mobile App
Operating Systems
1 63 (36.42%) Linux
2 29 (16.76%) Unix
3 10 (5.78%) Windows
4 5 (2.89%) AIX
4 5 (2.89%) Red Hat Enterprise Linux
4 5 (2.89%) Solaris
5 4 (2.31%) Mac OS X
6 2 (1.16%) CentOS
6 2 (1.16%) Mesosphere
7 1 (0.58%) Android
7 1 (0.58%) Apple iOS
Processes & Methodologies
1 69 (39.88%) MapReduce
2 64 (36.99%) Analytics
3 63 (36.42%) Agile Software Development
4 48 (27.75%) ETL
5 30 (17.34%) Open Source
6 29 (16.76%) Performance Tuning
7 28 (16.18%) Business Intelligence
8 26 (15.03%) Software Engineering
9 25 (14.45%) Machine Learning
10 24 (13.87%) DevOps
10 24 (13.87%) Visualisation
11 22 (12.72%) Data Visualisation
12 21 (12.14%) Continuous Integration
13 20 (11.56%) Data Modelling
14 18 (10.40%) TDD
15 14 (8.09%) Continuous Delivery
15 14 (8.09%) Data Architecture
15 14 (8.09%) Data Engineering
15 14 (8.09%) Microservices
15 14 (8.09%) Scrum
Programming Languages
1 91 (52.60%) Java
1 91 (52.60%) Python
2 64 (36.99%) SQL
3 60 (34.68%) Scala
4 21 (12.14%) R
5 18 (10.40%) Bash Shell
5 18 (10.40%) C#
6 15 (8.67%) Perl
7 14 (8.09%) C++
7 14 (8.09%) Shell Script
8 9 (5.20%) C
8 9 (5.20%) PHP
9 8 (4.62%) JavaScript
10 5 (2.89%) Go
11 3 (1.73%) PL/SQL
11 3 (1.73%) WebLogic Scripting Tool
11 3 (1.73%) XPath
12 2 (1.16%) CQL
12 2 (1.16%) ES6
12 2 (1.16%) Ruby
Qualifications
1 21 (12.14%) Degree
2 16 (9.25%) Computer Science Degree
3 11 (6.36%) Security Cleared
4 10 (5.78%) DV Cleared
5 8 (4.62%) PhD
6 3 (1.73%) ISTQB
6 3 (1.73%) PRINCE2 Certification
Quality Assurance & Compliance
1 18 (10.40%) QA
2 6 (3.47%) Data Quality
3 1 (0.58%) GCP
System Software
1 56 (32.37%) HDFS
2 17 (9.83%) Docker
3 16 (9.25%) Apache ZooKeeper
4 2 (1.16%) MapR-FS
4 2 (1.16%) Virtual Machines
Systems Management
1 41 (23.70%) Hadoop YARN
2 39 (22.54%) Oozie
3 23 (13.29%) Opscode Chef
4 18 (10.40%) Puppet
5 12 (6.94%) Ansible
6 10 (5.78%) Mesos
6 10 (5.78%) Terraform
7 9 (5.20%) Kubernetes
8 6 (3.47%) Nagios
9 5 (2.89%) Ambari
10 2 (1.16%) Docker Swarm
10 2 (1.16%) Grafana
10 2 (1.16%) Graphite
10 2 (1.16%) Kibana
10 2 (1.16%) Prometheus
10 2 (1.16%) yum
11 1 (0.58%) Packer
Vendors
1 70 (40.46%) Cloudera
2 38 (21.97%) Hortonworks
3 26 (15.03%) Tableau
4 25 (14.45%) MapR
5 24 (13.87%) Oracle
6 19 (10.98%) SAP
7 12 (6.94%) Google
8 11 (6.36%) IBM
8 11 (6.36%) Microsoft
9 10 (5.78%) Informatica
10 9 (5.20%) Talend
10 9 (5.20%) Teradata
11 7 (4.05%) Greenplum
12 5 (2.89%) Atlassian
12 5 (2.89%) Splunk
13 4 (2.31%) TIBCO
14 3 (1.73%) Kofax
14 3 (1.73%) MuleSoft
14 3 (1.73%) Perforce
14 3 (1.73%) Sybase