Period
to 21 October 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 21 October 2017 with a comparison to the same period in the previous 2 years.

Apache Flume
UK
6 months to
21 Oct 2017
Same period 2016 Same period 2015
Rank 1012 1036 1227
Rank change year-on-year +24 +191 +36
Permanent jobs citing Apache Flume 166 186 75
As % of all permanent IT jobs advertised in the UK 0.095% 0.097% 0.034%
As % of the System Software category 0.73% 0.78% 0.30%
Number of salaries quoted 99 136 50
UK median annual salary £65,000 £60,000 £70,000
Median salary % change year-on-year +8.33% -14.29% -12.50%
10th Percentile £39,900 £45,375 £48,663
90th Percentile £95,000 £90,000 £95,500
UK excluding London median annual salary £50,000 £60,000 £79,500
% change year-on-year -16.67% -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 22756 23759 24983
As % of all permanent IT jobs advertised in the UK 13.07% 12.43% 11.40%
Number of salaries quoted 19158 19991 20822
UK median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £23,750 £23,500 £22,750
90th Percentile £75,000 £71,250 £66,500
UK excluding London median annual salary £39,000 £37,500 £37,500
% change year-on-year +4.00% - +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 21 October 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 21 October 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 +40 160 £66,250 +10.42% 9
London +53 114 £70,000 -5.08% 7
UK excluding London +3 51 £50,000 -16.67% 2
South East +37 22 £65,000 +8.33% 2
East of England +31 19 £80,000 -
North of England -1 5 £45,000 -25.00%
Scotland -10 4 £49,000 -6.67%
North West -15 3 £45,000 -10.00%
Yorkshire +8 2 - -
Northern Ireland - 1 - -

For the 6 months to 21 October 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 (95.18%) Hadoop
2 143 (86.14%) Big Data
3 135 (81.33%) Apache Spark
4 116 (69.88%) Java
5 97 (58.43%) Apache Hive
6 90 (54.22%) Agile Software Development
7 85 (51.20%) Python
7 85 (51.20%) NoSQL
8 82 (49.40%) MapReduce
9 81 (48.80%) HBase
10 79 (47.59%) Kafka
11 77 (46.39%) Analytics
12 74 (44.58%) SQL
13 69 (41.57%) Sqoop
14 61 (36.75%) Apache Pig
15 58 (34.94%) Scala
16 54 (32.53%) Amazon AWS
17 51 (30.72%) Impala
18 48 (28.92%) Cloudera
18 48 (28.92%) Linux
19 47 (28.31%) Web Services
20 45 (27.11%) Finance
20 45 (27.11%) Apache Cassandra
21 44 (26.51%) HDFS
22 37 (22.29%) Analytical Skills
23 36 (21.69%) MongoDB
24 35 (21.08%) Degree
25 32 (19.28%) R
25 32 (19.28%) Tableau
25 32 (19.28%) ETL

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
1 135 (81.33%) Apache Spark
2 61 (36.75%) Apache Pig
3 32 (19.28%) SAS
4 24 (14.46%) Apache Solr
5 20 (12.05%) Apache
6 9 (5.42%) Tomcat
7 8 (4.82%) Elasticsearch
8 6 (3.61%) WebSphere
9 4 (2.41%) WebSphere Application Server
10 3 (1.81%) Confluence
10 3 (1.81%) IBM HTTP Server
10 3 (1.81%) WebSphere Portal
11 2 (1.20%) JBoss
11 2 (1.20%) WebLogic
12 1 (0.60%) Cloud Foundry
Applications
1 6 (3.61%) SPSS
Cloud Services
1 54 (32.53%) Amazon AWS
2 12 (7.23%) Amazon EMR
3 9 (5.42%) Cloud Computing
4 6 (3.61%) Amazon EC2
5 5 (3.01%) Microsoft Azure
6 4 (2.41%) Google Cloud Platform
7 2 (1.20%) GitHub
7 2 (1.20%) IaaS
8 1 (0.60%) Amazon S3
8 1 (0.60%) AWS Lambda
8 1 (0.60%) Bluemix
8 1 (0.60%) IBM Cloud
8 1 (0.60%) PaaS
8 1 (0.60%) Serverless
Communications & Networking
1 10 (6.02%) SSL
2 9 (5.42%) Kerberos
3 6 (3.61%) HTTP
4 5 (3.01%) LDAP
5 4 (2.41%) Internet
6 3 (1.81%) HTTPS
Database & Business Intelligence
1 158 (95.18%) Hadoop
2 143 (86.14%) Big Data
3 97 (58.43%) Apache Hive
4 85 (51.20%) NoSQL
5 81 (48.80%) HBase
6 69 (41.57%) Sqoop
7 51 (30.72%) Impala
8 45 (27.11%) Apache Cassandra
9 36 (21.69%) MongoDB
10 28 (16.87%) Relational Database
11 20 (12.05%) Pentaho
12 16 (9.64%) Data Warehouse
12 16 (9.64%) Neo4j
13 12 (7.23%) Data Mining
14 9 (5.42%) RDBMS
15 8 (4.82%) MySQL
16 7 (4.22%) Redis
17 6 (3.61%) Flink
17 6 (3.61%) Power BI
17 6 (3.61%) SQL Server
Development Applications
1 26 (15.66%) Jenkins
2 20 (12.05%) Maven
3 14 (8.43%) JIRA
4 11 (6.63%) Git (software)
5 9 (5.42%) Sonatype Nexus
6 7 (4.22%) Atlassian Bamboo
6 7 (4.22%) Gradle
6 7 (4.22%) JUnit
6 7 (4.22%) Mockito
6 7 (4.22%) TestNG
7 5 (3.01%) Talend Open Studio
8 3 (1.81%) Bitbucket
9 1 (0.60%) Cucumber
9 1 (0.60%) TeamCity
General
1 45 (27.11%) Finance
2 19 (11.45%) Retail
3 16 (9.64%) Banking
4 5 (3.01%) Front Office
5 3 (1.81%) Games
5 3 (1.81%) Legal
6 2 (1.20%) Financial Institution
6 2 (1.20%) Telecoms
7 1 (0.60%) Automotive
7 1 (0.60%) iGaming
7 1 (0.60%) Marketing
Job Titles
1 50 (30.12%) Data Engineer
2 45 (27.11%) Big Data Engineer
2 45 (27.11%) Developer
3 37 (22.29%) Hadoop Engineer
4 27 (16.27%) Big Data Developer
5 18 (10.84%) Consultant
6 17 (10.24%) Architect
6 17 (10.24%) Data Consultant
7 16 (9.64%) Data Architect
7 16 (9.64%) Hadoop Developer
8 13 (7.83%) Big Data Architect
9 12 (7.23%) Java Engineer
10 11 (6.63%) Analytics Consultant
10 11 (6.63%) Data Analytics Consultant
10 11 (6.63%) SAS Consultant
11 9 (5.42%) NoSQL Engineer
11 9 (5.42%) Software Engineer
11 9 (5.42%) Solutions Architect
12 8 (4.82%) Cloud Developer
13 6 (3.61%) Big Data Consultant
Libraries, Frameworks & Software Standards
1 79 (47.59%) Kafka
2 47 (28.31%) Web Services
3 15 (9.04%) .NET
4 14 (8.43%) JSON
5 11 (6.63%) XML
6 9 (5.42%) REST
7 8 (4.82%) NumPy
7 8 (4.82%) Pandas
8 7 (4.22%) Dropwizard
8 7 (4.22%) Ehcache
8 7 (4.22%) Hibernate
8 7 (4.22%) JDBC
8 7 (4.22%) SOAP
9 6 (3.61%) Akka
10 5 (3.01%) Elastic Stack
10 5 (3.01%) J2EE
10 5 (3.01%) Spark Streaming
11 4 (2.41%) Apache Avro
11 4 (2.41%) GraphX
11 4 (2.41%) RabbitMQ
Miscellaneous
1 37 (22.29%) Analytical Skills
2 23 (13.86%) Algorithms
3 19 (11.45%) Data Structures
4 14 (8.43%) Computer Science
5 11 (6.63%) Foreign Exchange (FX)
6 10 (6.02%) Fintech
7 8 (4.82%) Greenfield Project
8 7 (4.22%) Enterprise Software
9 4 (2.41%) DataPower
10 2 (1.20%) Derivative
10 2 (1.20%) Online Games
10 2 (1.20%) OTC Derivatives
10 2 (1.20%) Reference Data
11 1 (0.60%) Blog
11 1 (0.60%) Data Centre
11 1 (0.60%) Hedge funds
11 1 (0.60%) Linux Command Line
11 1 (0.60%) Private Cloud
Operating Systems
1 48 (28.92%) Linux
2 19 (11.45%) Unix
3 9 (5.42%) Windows
4 5 (3.01%) Solaris
5 4 (2.41%) Mac OS X
6 3 (1.81%) AIX
6 3 (1.81%) Red Hat Enterprise Linux
7 2 (1.20%) Mesosphere
Processes & Methodologies
1 90 (54.22%) Agile Software Development
2 82 (49.40%) MapReduce
3 77 (46.39%) Analytics
4 32 (19.28%) ETL
5 30 (18.07%) Data Management
6 29 (17.47%) Continuous Integration
6 29 (17.47%) Software Engineering
7 28 (16.87%) Open Source
8 27 (16.27%) Business Intelligence
9 24 (14.46%) Scrum
10 22 (13.25%) Performance Tuning
10 22 (13.25%) TDD
10 22 (13.25%) Visualisation
11 21 (12.65%) Machine Learning
12 20 (12.05%) Data Architecture
13 19 (11.45%) Data Visualisation
14 18 (10.84%) Business Analytics
14 18 (10.84%) Data Modelling
14 18 (10.84%) Mathematics
14 18 (10.84%) Use Case
Programming Languages
1 116 (69.88%) Java
2 85 (51.20%) Python
3 74 (44.58%) SQL
4 58 (34.94%) Scala
5 32 (19.28%) R
6 19 (11.45%) C#
7 15 (9.04%) C++
8 13 (7.83%) Perl
9 12 (7.23%) C
10 11 (6.63%) MATLAB
11 9 (5.42%) Bash Shell
11 9 (5.42%) Shell Script
12 7 (4.22%) HiveQL
12 7 (4.22%) JavaScript
13 6 (3.61%) PHP
14 2 (1.20%) PL/SQL
15 1 (0.60%) CQL
15 1 (0.60%) Ruby
Qualifications
1 35 (21.08%) Degree
2 18 (10.84%) Security Cleared
3 17 (10.24%) DV Cleared
4 11 (6.63%) Computer Science Degree
4 11 (6.63%) Numerate Degree
5 10 (6.02%) SC Cleared
6 2 (1.20%) Master's Degree
Quality Assurance & Compliance
1 16 (9.64%) Data Quality
2 14 (8.43%) QA
System Software
1 44 (26.51%) HDFS
2 7 (4.22%) Docker
3 3 (1.81%) Apache ZooKeeper
4 2 (1.20%) Active Directory
5 1 (0.60%) Cronacle
5 1 (0.60%) MapR-FS
Systems Management
1 28 (16.87%) Oozie
2 18 (10.84%) Opscode Chef
3 17 (10.24%) Hadoop YARN
4 10 (6.02%) Ansible
5 8 (4.82%) Mesos
5 8 (4.82%) Puppet
6 6 (3.61%) Ambari
6 6 (3.61%) Kubernetes
7 4 (2.41%) Nagios
7 4 (2.41%) Prometheus
8 2 (1.20%) Docker Swarm
9 1 (0.60%) BMC PATROL
9 1 (0.60%) Control-M
9 1 (0.60%) logstash
9 1 (0.60%) Terraform
9 1 (0.60%) yum
Vendors
1 48 (28.92%) Cloudera
2 32 (19.28%) Tableau
3 14 (8.43%) Hortonworks
3 14 (8.43%) Oracle
4 13 (7.83%) TIBCO
5 9 (5.42%) Microsoft
6 8 (4.82%) MapR
7 7 (4.22%) IBM
8 6 (3.61%) Informatica
8 6 (3.61%) Splunk
9 5 (3.01%) Google
9 5 (3.01%) Greenplum
9 5 (3.01%) Talend
10 4 (2.41%) Teradata
11 3 (1.81%) Atlassian
12 2 (1.20%) Alteryx
12 2 (1.20%) Cognos
12 2 (1.20%) MicroStrategy
12 2 (1.20%) Netezza
12 2 (1.20%) Vertica