Period
to 22 August 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 22 August 2017 with a comparison to the same period in the previous 2 years.

Apache Flume
UK
6 months to
22 Aug 2017
Same period 2016 Same period 2015
Rank 1048 1041 1224
Rank change year-on-year -7 +183 +62
Permanent jobs citing Apache Flume 139 199 90
As % of all permanent IT jobs advertised in the UK 0.079% 0.10% 0.041%
As % of the System Software category 0.62% 0.81% 0.35%
Number of salaries quoted 72 140 68
UK median annual salary £65,000 £60,000 £67,500
Median salary % change year-on-year +8.33% -11.11% -15.63%
10th Percentile £45,000 £45,000 £51,750
90th Percentile £91,250 £90,000 £90,000
UK excluding London median annual salary £65,000 £60,000 £71,250
% change year-on-year +8.33% -15.79% -10.94%

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 22448 24610 25436
As % of all permanent IT jobs advertised in the UK 12.75% 12.49% 11.66%
Number of salaries quoted 18896 20860 21057
UK median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £24,000 £23,000 £23,000
90th Percentile £75,000 £71,250 £65,350
UK excluding London median annual salary £38,000 £37,500 £37,500
% change year-on-year +1.33% - +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 22 August 2017.

Salary histogram for Apache Flume in the UK

Apache Flume
Top 9 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 22 August 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 +15 136 £65,000 +8.33% 10
London +48 101 £65,000 -13.33% 10
UK excluding London -21 38 £65,000 +8.33% 2
East of England +14 18 - -
South East +50 12 £65,000 +8.33%
North of England -31 5 £80,000 +33.33%
Scotland +7 3 £50,000 -4.76% 1
North West - 3 £80,000 -
Yorkshire +1 2 - -

For the 6 months to 22 August 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.

1 133 (95.68%) Hadoop
2 126 (90.65%) Big Data
3 115 (82.73%) Apache Spark
4 99 (71.22%) Java
5 83 (59.71%) Apache Hive
6 77 (55.40%) MapReduce
6 77 (55.40%) Agile Software Development
7 74 (53.24%) Python
8 69 (49.64%) NoSQL
9 67 (48.20%) Kafka
10 65 (46.76%) Analytics
11 62 (44.60%) HBase
12 59 (42.45%) Apache Pig
12 59 (42.45%) SQL
13 49 (35.25%) Sqoop
14 47 (33.81%) Impala
15 45 (32.37%) Finance
16 42 (30.22%) Web Services
17 39 (28.06%) Scala
17 39 (28.06%) Amazon AWS
18 38 (27.34%) Apache Cassandra
18 38 (27.34%) Linux
19 37 (26.62%) HDFS
20 35 (25.18%) Cloudera
21 34 (24.46%) Analytical Skills
22 31 (22.30%) R
22 31 (22.30%) SAS
23 30 (21.58%) Data Management
24 28 (20.14%) Relational Database
24 28 (20.14%) Degree

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
1 115 (82.73%) Apache Spark
2 59 (42.45%) Apache Pig
3 31 (22.30%) SAS
4 18 (12.95%) Apache Solr
5 15 (10.79%) Apache
6 7 (5.04%) Tomcat
7 4 (2.88%) WebSphere
8 2 (1.44%) Confluence
8 2 (1.44%) Elasticsearch
8 2 (1.44%) JBoss
8 2 (1.44%) Mule
8 2 (1.44%) WebLogic
8 2 (1.44%) WebSphere Application Server
9 1 (0.72%) Cloud Foundry
9 1 (0.72%) IBM HTTP Server
9 1 (0.72%) WebSphere Portal
Applications
1 4 (2.88%) SPSS
Cloud Services
1 39 (28.06%) Amazon AWS
2 6 (4.32%) Amazon EMR
3 5 (3.60%) Cloud Computing
4 4 (2.88%) Amazon EC2
5 3 (2.16%) GitHub
6 2 (1.44%) Google Cloud Platform
7 1 (0.72%) Amazon Kinesis
7 1 (0.72%) Amazon S3
7 1 (0.72%) Bluemix
7 1 (0.72%) IaaS
7 1 (0.72%) IBM Cloud
Communications & Networking
1 9 (6.47%) Kerberos
1 9 (6.47%) SSL
2 5 (3.60%) LDAP
3 4 (2.88%) HTTP
4 2 (1.44%) Internet
5 1 (0.72%) HTTPS
Database & Business Intelligence
1 133 (95.68%) Hadoop
2 126 (90.65%) Big Data
3 83 (59.71%) Apache Hive
4 69 (49.64%) NoSQL
5 62 (44.60%) HBase
6 49 (35.25%) Sqoop
7 47 (33.81%) Impala
8 38 (27.34%) Apache Cassandra
9 28 (20.14%) Relational Database
10 27 (19.42%) MongoDB
11 23 (16.55%) Pentaho
12 16 (11.51%) Neo4j
13 14 (10.07%) Data Mining
14 9 (6.47%) RDBMS
15 8 (5.76%) Data Warehouse
16 5 (3.60%) Redis
17 4 (2.88%) InfluxDB
17 4 (2.88%) OpenTSDB
18 3 (2.16%) Amazon Redshift
18 3 (2.16%) Parquet
Development Applications
1 19 (13.67%) Jenkins
2 14 (10.07%) Maven
3 11 (7.91%) JIRA
4 10 (7.19%) Git (software)
5 6 (4.32%) Atlassian Bamboo
5 6 (4.32%) Sonatype Nexus
6 5 (3.60%) Gradle
6 5 (3.60%) JUnit
6 5 (3.60%) Mockito
6 5 (3.60%) Talend Open Studio
6 5 (3.60%) TestNG
7 2 (1.44%) Bitbucket
8 1 (0.72%) Subversion
General
1 45 (32.37%) Finance
2 16 (11.51%) Retail
3 9 (6.47%) Banking
4 2 (1.44%) Financial Institution
4 2 (1.44%) Front Office
4 2 (1.44%) Legal
5 1 (0.72%) Games
5 1 (0.72%) Telecoms
Job Titles
1 36 (25.90%) Developer
2 32 (23.02%) Data Engineer
2 32 (23.02%) Hadoop Engineer
3 29 (20.86%) Big Data Engineer
4 24 (17.27%) Big Data Developer
5 18 (12.95%) Consultant
6 17 (12.23%) Data Consultant
7 16 (11.51%) Hadoop Developer
8 12 (8.63%) Architect
9 11 (7.91%) Analytics Consultant
9 11 (7.91%) Data Analytics Consultant
9 11 (7.91%) SAS Consultant
10 9 (6.47%) Data Architect
10 9 (6.47%) Java Engineer
11 8 (5.76%) Cloud Developer
12 7 (5.04%) Big Data Architect
12 7 (5.04%) Senior Architect
12 7 (5.04%) Software Engineer
12 7 (5.04%) Solutions Architect
13 6 (4.32%) Big Data Consultant
Libraries, Frameworks & Software Standards
1 67 (48.20%) Kafka
2 42 (30.22%) Web Services
3 14 (10.07%) .NET
3 14 (10.07%) JSON
4 6 (4.32%) REST
4 6 (4.32%) XML
5 5 (3.60%) Dropwizard
5 5 (3.60%) Ehcache
5 5 (3.60%) Elastic Stack
5 5 (3.60%) Hibernate
5 5 (3.60%) JDBC
5 5 (3.60%) NumPy
5 5 (3.60%) Pandas
5 5 (3.60%) SOAP
6 4 (2.88%) RabbitMQ
7 3 (2.16%) HTML
7 3 (2.16%) J2EE
7 3 (2.16%) Spark Streaming
8 2 (1.44%) Apache Avro
8 2 (1.44%) GraphX
Miscellaneous
1 34 (24.46%) Analytical Skills
2 21 (15.11%) Algorithms
3 19 (13.67%) Data Structures
4 11 (7.91%) Fintech
4 11 (7.91%) Foreign Exchange (FX)
5 5 (3.60%) Computer Science
5 5 (3.60%) Enterprise Software
6 2 (1.44%) DataPower
6 2 (1.44%) Derivative
6 2 (1.44%) Greenfield Project
6 2 (1.44%) OTC Derivatives
6 2 (1.44%) Reference Data
7 1 (0.72%) Linux Command Line
Operating Systems
1 38 (27.34%) Linux
2 14 (10.07%) Unix
3 7 (5.04%) Windows
4 3 (2.16%) Mac OS X
4 3 (2.16%) Solaris
5 2 (1.44%) Mesosphere
6 1 (0.72%) AIX
6 1 (0.72%) Red Hat Enterprise Linux
Processes & Methodologies
1 77 (55.40%) Agile Software Development
1 77 (55.40%) MapReduce
2 65 (46.76%) Analytics
3 30 (21.58%) Data Management
4 25 (17.99%) Open Source
4 25 (17.99%) Technical Architecture
4 25 (17.99%) Use Case
5 23 (16.55%) Business Intelligence
5 23 (16.55%) Software Engineering
6 22 (15.83%) Continuous Integration
6 22 (15.83%) ETL
6 22 (15.83%) Waterfall
7 20 (14.39%) Business Analytics
7 20 (14.39%) Requirements Analysis
8 19 (13.67%) Information Management
9 18 (12.95%) Scrum
10 17 (12.23%) Machine Learning
10 17 (12.23%) TDD
11 14 (10.07%) DevOps
11 14 (10.07%) Visualisation
Programming Languages
1 99 (71.22%) Java
2 74 (53.24%) Python
3 59 (42.45%) SQL
4 39 (28.06%) Scala
5 31 (22.30%) R
6 18 (12.95%) C#
7 12 (8.63%) C
8 11 (7.91%) C++
8 11 (7.91%) MATLAB
9 9 (6.47%) Perl
10 7 (5.04%) Bash Shell
10 7 (5.04%) HiveQL
11 6 (4.32%) Shell Script
12 5 (3.60%) PHP
13 4 (2.88%) JavaScript
14 2 (1.44%) PL/SQL
15 1 (0.72%) CQL
15 1 (0.72%) Ruby
Qualifications
1 28 (20.14%) Degree
2 16 (11.51%) Security Cleared
3 15 (10.79%) DV Cleared
4 11 (7.91%) Numerate Degree
5 10 (7.19%) SC Cleared
6 3 (2.16%) Computer Science Degree
7 2 (1.44%) Master's Degree
Quality Assurance & Compliance
1 12 (8.63%) Data Quality
2 7 (5.04%) QA
System Software
1 37 (26.62%) HDFS
2 8 (5.76%) Docker
3 2 (1.44%) Active Directory
3 2 (1.44%) Cronacle
4 1 (0.72%) Apache ZooKeeper
4 1 (0.72%) KVM
4 1 (0.72%) Virtual Machines
Systems Management
1 27 (19.42%) Oozie
2 13 (9.35%) Opscode Chef
3 8 (5.76%) Hadoop YARN
4 7 (5.04%) Ansible
4 7 (5.04%) Kubernetes
4 7 (5.04%) Mesos
5 6 (4.32%) Puppet
6 4 (2.88%) Ambari
6 4 (2.88%) Prometheus
7 2 (1.44%) Control-M
7 2 (1.44%) Docker Swarm
8 1 (0.72%) BMC PATROL
8 1 (0.72%) logstash
8 1 (0.72%) Terraform
8 1 (0.72%) yum
Vendors
1 35 (25.18%) Cloudera
2 27 (19.42%) Tableau
3 14 (10.07%) TIBCO
4 10 (7.19%) Hortonworks
5 8 (5.76%) Oracle
6 7 (5.04%) Splunk
7 6 (4.32%) Informatica
8 5 (3.60%) IBM
8 5 (3.60%) Talend
8 5 (3.60%) Teradata
9 4 (2.88%) Cognos
9 4 (2.88%) MapR
9 4 (2.88%) MicroStrategy
10 3 (2.16%) Google
10 3 (2.16%) Greenplum
10 3 (2.16%) Microsoft
11 2 (1.44%) Ab Initio
11 2 (1.44%) Atlassian
11 2 (1.44%) Netezza
11 2 (1.44%) Vertica