Period
to 19 April 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 19 April 2018 with a comparison to the same period in the previous 2 years.

Apache Flume
UK
6 months to
19 Apr 2018
Same period 2017 Same period 2016
Rank 935 1051 1133
Rank change year-on-year +116 +82 +106
Permanent jobs citing Apache Flume 261 130 157
As % of all permanent IT jobs advertised in the UK 0.15% 0.076% 0.077%
As % of the System Software category 1.08% 0.61% 0.63%
Number of salaries quoted 192 113 97
UK median annual salary £75,000 £75,000 £60,000
Median salary % change year-on-year - +25.00% -4.00%
10th Percentile £46,275 £47,500 £44,000
90th Percentile £102,500 £115,000 £95,000
UK excluding London median annual salary £72,500 £55,000 £57,500
% change year-on-year +31.82% -4.35% -8.00%

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 24,256 21,151 24,899
As % of all permanent IT jobs advertised in the UK 13.68% 12.30% 12.15%
Number of salaries quoted 19,744 17,645 21,090
UK median annual salary £45,787 £42,500 £40,500
Median salary % change year-on-year +7.73% +4.94% +1.25%
10th Percentile £25,000 £23,500 £23,000
90th Percentile £78,750 £73,750 £68,750
UK excluding London median annual salary £40,000 £37,500 £37,500
% change year-on-year +6.67% - +4.17%

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 19 April 2018.

Salary histogram for Apache Flume in the UK

Apache Flume
Top 14 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 19 April 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 +131 238 £75,000 -1.64% 21
London +33 142 £80,000 +3.23% 14
UK excluding London +73 104 £72,500 +31.82% 7
South East +20 47 £50,000 -4.76% 5
East of England - 33 £72,500 - 1
North of England +15 9 £45,000 -43.75%
Yorkshire - 6 - -
Scotland -26 5 £50,000 -9.09%
Midlands - 5 £67,500 - 1
North West -16 3 £45,000 -43.75%
Wales - 3 £47,500 -
West Midlands - 3 £67,500 - 1
South West - 2 £47,500 -
East Midlands - 2 - -

For the 6 months to 19 April 2018, IT jobs citing Apache Flume also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for Apache Flume.

1 243 (93.10%) Hadoop
2 221 (84.67%) Big Data
3 185 (70.88%) Apache Spark
4 171 (65.52%) Apache Hive
5 168 (64.37%) Kafka
6 148 (56.70%) HBase
7 138 (52.87%) Impala
8 133 (50.96%) Python
9 130 (49.81%) Java
9 130 (49.81%) Cloudera
10 120 (45.98%) Apache Cassandra
11 111 (42.53%) Scala
12 109 (41.76%) Sqoop
13 107 (41.00%) Analytics
14 106 (40.61%) Linux
15 101 (38.70%) Agile Software Development
16 96 (36.78%) Amazon AWS
17 91 (34.87%) MapReduce
17 91 (34.87%) HDFS
18 89 (34.10%) ETL
19 81 (31.03%) NoSQL
20 80 (30.65%) MongoDB
21 77 (29.50%) SQL
22 76 (29.12%) Hadoop YARN
23 75 (28.74%) Hortonworks
24 74 (28.35%) Oozie
25 70 (26.82%) Apache Solr
26 65 (24.90%) Elasticsearch
27 62 (23.75%) Apache Pig
28 61 (23.37%) Data Warehouse

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
1 185 (70.88%) Apache Spark
2 70 (26.82%) Apache Solr
3 65 (24.90%) Elasticsearch
4 62 (23.75%) Apache Pig
5 24 (9.20%) Apache
5 24 (9.20%) SAS
6 5 (1.92%) WebSphere
6 5 (1.92%) WebSphere Application Server
6 5 (1.92%) WebSphere Portal
7 4 (1.53%) Confluence
7 4 (1.53%) Oracle SOA Suite
7 4 (1.53%) WebLogic
8 3 (1.15%) Jetty
8 3 (1.15%) Tomcat
9 2 (0.77%) IBM HTTP Server
Applications
1 3 (1.15%) SPSS
2 2 (0.77%) Chatbot
Business Applications
1 4 (1.53%) Oracle 11i
1 4 (1.53%) Oracle Assets
1 4 (1.53%) Oracle EBS
1 4 (1.53%) Oracle EBS R12
1 4 (1.53%) Oracle General Ledger
1 4 (1.53%) Oracle iProcurement
1 4 (1.53%) Oracle Payables
1 4 (1.53%) Oracle Receivables
2 1 (0.38%) WebTrends
Cloud Services
1 96 (36.78%) Amazon AWS
2 51 (19.54%) Microsoft Azure
3 26 (9.96%) Amazon EMR
4 22 (8.43%) GitHub
5 21 (8.05%) Amazon S3
6 19 (7.28%) Google Cloud Platform
7 17 (6.51%) Amazon Kinesis
8 6 (2.30%) Cloud Computing
9 3 (1.15%) Amazon EC2
10 1 (0.38%) Adobe Analytics
10 1 (0.38%) AWS Data Pipeline
10 1 (0.38%) Azure Data Factory
10 1 (0.38%) Cloudflare
10 1 (0.38%) CloudFront
10 1 (0.38%) Google Analytics
Communications & Networking
1 8 (3.07%) Internet
2 7 (2.68%) HTTP
2 7 (2.68%) Kerberos
3 6 (2.30%) SSL
4 4 (1.53%) HTTPS
5 2 (0.77%) DNS
6 1 (0.38%) Firewall
6 1 (0.38%) TCP/IP
Database & Business Intelligence
1 243 (93.10%) Hadoop
2 221 (84.67%) Big Data
3 171 (65.52%) Apache Hive
4 148 (56.70%) HBase
5 138 (52.87%) Impala
6 120 (45.98%) Apache Cassandra
7 109 (41.76%) Sqoop
8 81 (31.03%) NoSQL
9 80 (30.65%) MongoDB
10 61 (23.37%) Data Warehouse
11 36 (13.79%) Flink
11 36 (13.79%) PostgreSQL
12 34 (13.03%) Pentaho
13 30 (11.49%) Relational Database
14 28 (10.73%) Neo4j
15 27 (10.34%) SQL Server
16 20 (7.66%) Amazon Redshift
16 20 (7.66%) Parquet
17 18 (6.90%) HAWQ
18 17 (6.51%) Amazon QuickSight
Development Applications
1 56 (21.46%) Jenkins
2 36 (13.79%) Git (software)
3 33 (12.64%) TeamCity
4 17 (6.51%) JIRA
4 17 (6.51%) Maven
5 14 (5.36%) Cucumber
6 12 (4.60%) JUnit
7 5 (1.92%) Gradle
8 4 (1.53%) Ant
8 4 (1.53%) Bitbucket
8 4 (1.53%) Sonatype Nexus
8 4 (1.53%) Team Foundation Server
9 3 (1.15%) Atlassian Bamboo
9 3 (1.15%) CA Release Automation
9 3 (1.15%) Mockito
9 3 (1.15%) Selenium
9 3 (1.15%) webpack
10 2 (0.77%) Subversion
10 2 (0.77%) Vagrant
11 1 (0.38%) CircleCI
General
1 33 (12.64%) Finance
2 28 (10.73%) Marketing
3 17 (6.51%) Telecoms
4 10 (3.83%) Banking
5 9 (3.45%) Manufacturing
6 7 (2.68%) Games
6 7 (2.68%) Retail
7 5 (1.92%) Electronics
8 4 (1.53%) Front Office
8 4 (1.53%) Military
9 1 (0.38%) Advertising
9 1 (0.38%) Legal
9 1 (0.38%) Pharmaceutical
Job Titles
1 141 (54.02%) Data Engineer
2 129 (49.43%) Big Data Engineer
3 77 (29.50%) Hadoop Engineer
4 46 (17.62%) Architect
5 44 (16.86%) Data Architect
6 35 (13.41%) Big Data Architect
7 23 (8.81%) Senior Data Engineer
8 21 (8.05%) DevOps Engineer
9 20 (7.66%) Developer
10 17 (6.51%) AWS Engineer
10 17 (6.51%) Cloud Architect
10 17 (6.51%) Data Analytics Architect
10 17 (6.51%) Senior Hadoop Engineer
11 15 (5.75%) Technical Architect
12 14 (5.36%) Java Engineer
12 14 (5.36%) Software Engineer
13 13 (4.98%) AWS DevOps
13 13 (4.98%) AWS DevOps Engineer
14 12 (4.60%) Azure DevOps
14 12 (4.60%) Azure DevOps Engineer
Libraries, Frameworks & Software Standards
1 168 (64.37%) Kafka
2 29 (11.11%) TensorFlow
3 26 (9.96%) Middleware
4 24 (9.20%) MLlib
5 23 (8.81%) Keras
5 23 (8.81%) XML
6 22 (8.43%) Akka
7 21 (8.05%) Apache Avro
7 21 (8.05%) RabbitMQ
8 20 (7.66%) .NET
9 18 (6.90%) Spark Streaming
10 17 (6.51%) Web Services
11 15 (5.75%) Java EE
12 12 (4.60%) Hibernate
13 11 (4.21%) ActiveMQ
13 11 (4.21%) ServiceStack
13 11 (4.21%) SOAP
14 10 (3.83%) XSD
15 8 (3.07%) REST
16 7 (2.68%) Apache Camel
Miscellaneous
1 32 (12.26%) Computer Science
2 21 (8.05%) Analytical Skills
3 15 (5.75%) Public Cloud
3 15 (5.75%) User Experience
4 12 (4.60%) Algorithms
5 10 (3.83%) Fintech
6 9 (3.45%) Greenfield Project
7 7 (2.68%) Self-Motivation
8 6 (2.30%) Replication
8 6 (2.30%) Taxonomies
9 5 (1.92%) Data Structures
9 5 (1.92%) DataPower
10 4 (1.53%) Data Centre
10 4 (1.53%) Hybrid Cloud
10 4 (1.53%) Management Information System
10 4 (1.53%) PKI
10 4 (1.53%) Private Cloud
11 3 (1.15%) Hedge funds
11 3 (1.15%) Xbox
12 2 (0.77%) Internet of Things
Operating Systems
1 106 (40.61%) Linux
2 37 (14.18%) Unix
3 14 (5.36%) CentOS
4 13 (4.98%) Windows
5 4 (1.53%) AIX
5 4 (1.53%) Red Hat Enterprise Linux
5 4 (1.53%) Solaris
6 3 (1.15%) Mac OS X
7 1 (0.38%) Android
7 1 (0.38%) Apple iOS
7 1 (0.38%) Mesosphere
7 1 (0.38%) Windows Server
Processes & Methodologies
1 107 (41.00%) Analytics
2 101 (38.70%) Agile Software Development
3 91 (34.87%) MapReduce
4 89 (34.10%) ETL
5 60 (22.99%) Data Science
6 55 (21.07%) Machine Learning
7 50 (19.16%) DevOps
8 47 (18.01%) Data Engineering
9 44 (16.86%) Open Source
10 42 (16.09%) Continuous Integration
11 33 (12.64%) Business Intelligence
12 31 (11.88%) Software Engineering
13 30 (11.49%) TDD
14 27 (10.34%) Deep Learning
15 26 (9.96%) Data Ingestion
16 25 (9.58%) Performance Tuning
17 24 (9.20%) Data Integration
17 24 (9.20%) Data Modelling
17 24 (9.20%) Visualisation
18 23 (8.81%) Data Analytics
Programming Languages
1 133 (50.96%) Python
2 130 (49.81%) Java
3 111 (42.53%) Scala
4 77 (29.50%) SQL
5 32 (12.26%) Bash Shell
5 32 (12.26%) Shell Script
6 31 (11.88%) C#
7 29 (11.11%) R
8 27 (10.34%) Go
9 17 (6.51%) C
10 14 (5.36%) Perl
11 9 (3.45%) JavaScript
11 9 (3.45%) PL/SQL
12 8 (3.07%) Java 8
13 6 (2.30%) Ruby
14 5 (1.92%) PHP
15 4 (1.53%) C++
15 4 (1.53%) WebLogic Scripting Tool
15 4 (1.53%) XPath
16 3 (1.15%) ES6
Qualifications
1 21 (8.05%) Degree
2 19 (7.28%) Security Cleared
3 14 (5.36%) DV Cleared
3 14 (5.36%) PhD
4 13 (4.98%) Computer Science Degree
5 4 (1.53%) ISTQB
5 4 (1.53%) Numerate Degree
5 4 (1.53%) PRINCE2 Certification
6 3 (1.15%) Master's Degree
Quality Assurance & Compliance
1 21 (8.05%) QA
2 12 (4.60%) Data Quality
2 12 (4.60%) GCP
System Software
1 91 (34.87%) HDFS
2 19 (7.28%) Apache ZooKeeper
2 19 (7.28%) Docker
3 5 (1.92%) VMware Infrastructure
4 4 (1.53%) Hyper-V
5 3 (1.15%) Virtual Machines
6 1 (0.38%) Cronacle
6 1 (0.38%) MapR-FS
6 1 (0.38%) vSphere
Systems Management
1 76 (29.12%) Hadoop YARN
2 74 (28.35%) Oozie
3 44 (16.86%) Puppet
4 28 (10.73%) Ansible
5 16 (6.13%) Opscode Chef
6 13 (4.98%) Terraform
7 11 (4.21%) Mesos
8 8 (3.07%) Kubernetes
9 5 (1.92%) Kibana
10 4 (1.53%) Nagios
11 3 (1.15%) Grafana
11 3 (1.15%) Graphite
12 2 (0.77%) Ambari
12 2 (0.77%) Prometheus
13 1 (0.38%) BMC PATROL
13 1 (0.38%) Check_MK
13 1 (0.38%) Control-M
13 1 (0.38%) logstash
13 1 (0.38%) Rsyslog
13 1 (0.38%) yum
Vendors
1 130 (49.81%) Cloudera
2 75 (28.74%) Hortonworks
3 40 (15.33%) Oracle
4 32 (12.26%) SAP
5 31 (11.88%) Informatica
5 31 (11.88%) Tableau
6 27 (10.34%) MapR
7 26 (9.96%) Talend
8 25 (9.58%) Google
9 22 (8.43%) IBM
10 21 (8.05%) Microsoft
11 19 (7.28%) Greenplum
12 12 (4.60%) MuleSoft
13 9 (3.45%) Atlassian
13 9 (3.45%) Teradata
14 6 (2.30%) Datameer
14 6 (2.30%) MicroStrategy
14 6 (2.30%) TIBCO
15 5 (1.92%) Splunk
15 5 (1.92%) Sybase