Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in London 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 November 2017 with a comparison to the same period in the previous 2 years.

Apache Flume
England > London
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 730 731 861
Rank change year-on-year +1 +130 +1
Permanent jobs citing Apache Flume 112 108 46
As % of all permanent IT jobs advertised in London 0.15% 0.14% 0.052%
As % of the System Software category 1.12% 1.16% 0.48%
Number of salaries quoted 83 86 25
London median annual salary £77,500 £75,000 £80,000
Median salary % change year-on-year +3.33% -6.25% +23.08%
10th Percentile £46,500 £48,125 £57,500
90th Percentile £107,000 £97,500 £120,000
England median annual salary £72,500 £65,000 £80,000
% change year-on-year +11.54% -18.75% +23.08%

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 advertised in London with a requirement for system software skills.

All System Software Skills
London
Permanent vacancies with a requirement for system software skills 10005 9316 9574
As % of all permanent IT jobs advertised in London 13.28% 12.23% 10.89%
Number of salaries quoted 8483 8070 8249
London median annual salary £55,000 £50,000 £47,000
Median salary % change year-on-year +10.00% +6.38% +4.44%
10th Percentile £28,250 £27,500 £26,220
90th Percentile £85,000 £80,000 £75,000
England median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

Apache Flume
Job Vacancy Trend in London

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

Job vacancy trend for Apache Flume in London

Apache Flume
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Apache Flume in London.

Salary trend for Apache Flume in London

Apache Flume
Salary Histogram in London

The salary distribution of IT jobs citing Apache Flume in London over the 6 months to 22 November 2017.

Salary histogram for Apache Flume in London

Apache Flume
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Flume within the London region over the 6 months to 22 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
Central London +24 17 £75,000 +20.00% 2
West London -1 3 £90,000 +50.00%
Apache Flume
England

For the 6 months to 22 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 across the London region with a requirement for Apache Flume.

1 107 (95.54%) Hadoop
2 94 (83.93%) Big Data
3 86 (76.79%) Apache Spark
4 77 (68.75%) Java
5 70 (62.50%) Apache Hive
6 68 (60.71%) NoSQL
6 68 (60.71%) Python
7 61 (54.46%) Kafka
8 60 (53.57%) HBase
9 56 (50.00%) MapReduce
10 55 (49.11%) Analytics
10 55 (49.11%) Agile Software Development
11 50 (44.64%) Sqoop
12 44 (39.29%) Apache Cassandra
13 41 (36.61%) Scala
14 38 (33.93%) Apache Pig
14 38 (33.93%) SQL
15 35 (31.25%) Linux
16 34 (30.36%) Finance
16 34 (30.36%) Amazon AWS
17 32 (28.57%) MongoDB
17 32 (28.57%) HDFS
18 28 (25.00%) Hadoop YARN
18 28 (25.00%) Open Source
19 26 (23.21%) Cloudera
20 25 (22.32%) Apache Solr
21 23 (20.54%) Apache
21 23 (20.54%) Impala
22 22 (19.64%) Web Services
23 21 (18.75%) Oozie

Apache Flume
Co-occurring IT Skills in London 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 86 (76.79%) Apache Spark
2 38 (33.93%) Apache Pig
3 25 (22.32%) Apache Solr
4 23 (20.54%) Apache
5 16 (14.29%) SAS
6 15 (13.39%) Elasticsearch
7 8 (7.14%) Tomcat
8 1 (0.89%) Jetty
Applications
1 6 (5.36%) SPSS
Cloud Services
1 34 (30.36%) Amazon AWS
2 9 (8.04%) Amazon EMR
2 9 (8.04%) Cloud Computing
3 6 (5.36%) Amazon EC2
4 5 (4.46%) Microsoft Azure
5 4 (3.57%) Google Cloud Platform
6 2 (1.79%) Amazon S3
7 1 (0.89%) AWS Lambda
7 1 (0.89%) Serverless
Communications & Networking
1 9 (8.04%) Kerberos
2 5 (4.46%) SSL
3 3 (2.68%) LDAP
4 1 (0.89%) Firewall
4 1 (0.89%) TCP/IP
Database & Business Intelligence
1 107 (95.54%) Hadoop
2 94 (83.93%) Big Data
3 70 (62.50%) Apache Hive
4 68 (60.71%) NoSQL
5 60 (53.57%) HBase
6 50 (44.64%) Sqoop
7 44 (39.29%) Apache Cassandra
8 32 (28.57%) MongoDB
9 23 (20.54%) Impala
10 19 (16.96%) Relational Database
11 11 (9.82%) Data Warehouse
12 9 (8.04%) Flink
12 9 (8.04%) Pentaho
13 8 (7.14%) Data Mining
13 8 (7.14%) Neo4j
13 8 (7.14%) Redis
14 6 (5.36%) RDBMS
14 6 (5.36%) Triplestore
15 5 (4.46%) Data Lake
15 5 (4.46%) SQL Server
Development Applications
1 8 (7.14%) Git (software)
1 8 (7.14%) Jenkins
1 8 (7.14%) JIRA
1 8 (7.14%) JUnit
1 8 (7.14%) Maven
1 8 (7.14%) Mockito
2 7 (6.25%) Atlassian Bamboo
2 7 (6.25%) Gradle
2 7 (6.25%) TestNG
3 4 (3.57%) Talend Open Studio
4 2 (1.79%) Subversion
5 1 (0.89%) Selenium
5 1 (0.89%) webpack
General
1 34 (30.36%) Finance
2 10 (8.93%) Retail
3 7 (6.25%) Banking
3 7 (6.25%) Front Office
4 5 (4.46%) Telecoms
5 4 (3.57%) Marketing
6 3 (2.68%) Electronics
6 3 (2.68%) Games
6 3 (2.68%) Legal
6 3 (2.68%) Manufacturing
7 1 (0.89%) Advertising
7 1 (0.89%) Automotive
7 1 (0.89%) iGaming
Job Titles
1 40 (35.71%) Data Engineer
2 35 (31.25%) Big Data Engineer
3 28 (25.00%) Developer
4 27 (24.11%) Hadoop Engineer
5 18 (16.07%) Architect
5 18 (16.07%) Big Data Developer
5 18 (16.07%) Data Architect
6 15 (13.39%) Big Data Architect
7 9 (8.04%) Solutions Architect
8 8 (7.14%) Hadoop Developer
8 8 (7.14%) Java Engineer
9 7 (6.25%) Big Data Solutions Architect
10 6 (5.36%) Lead Architect
10 6 (5.36%) Lead Data Architect
10 6 (5.36%) Lead Solutions Architect
11 4 (3.57%) Data Analytics Engineer
11 4 (3.57%) Linux Engineer
11 4 (3.57%) Senior Java Engineer
12 3 (2.68%) NoSQL Engineer
12 3 (2.68%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 61 (54.46%) Kafka
2 22 (19.64%) Web Services
3 10 (8.93%) Akka
3 10 (8.93%) REST
4 9 (8.04%) .NET
5 8 (7.14%) Dropwizard
5 8 (7.14%) Hibernate
5 8 (7.14%) NumPy
5 8 (7.14%) Pandas
5 8 (7.14%) SOAP
6 7 (6.25%) Ehcache
6 7 (6.25%) JDBC
7 6 (5.36%) GraphX
8 5 (4.46%) Spark Streaming
8 5 (4.46%) XML
9 4 (3.57%) Elastic Stack
9 4 (3.57%) JSON
9 4 (3.57%) Node.js
10 3 (2.68%) AngularJS
10 3 (2.68%) RabbitMQ
Miscellaneous
1 20 (17.86%) Algorithms
2 16 (14.29%) Data Structures
3 11 (9.82%) Computer Science
4 8 (7.14%) Enterprise Software
5 7 (6.25%) Fintech
6 5 (4.46%) Analytical Skills
6 5 (4.46%) Greenfield Project
7 3 (2.68%) Data Centre
8 2 (1.79%) Derivative
8 2 (1.79%) Online Games
8 2 (1.79%) OTC Derivatives
8 2 (1.79%) Reference Data
9 1 (0.89%) Blog
9 1 (0.89%) Hedge funds
9 1 (0.89%) Private Cloud
9 1 (0.89%) Xbox
Operating Systems
1 35 (31.25%) Linux
2 16 (14.29%) Unix
3 3 (2.68%) Mac OS X
3 3 (2.68%) Windows
4 2 (1.79%) Mesosphere
5 1 (0.89%) Android
5 1 (0.89%) Apple iOS
5 1 (0.89%) CentOS
Processes & Methodologies
1 56 (50.00%) MapReduce
2 55 (49.11%) Agile Software Development
2 55 (49.11%) Analytics
3 28 (25.00%) Open Source
4 20 (17.86%) Business Intelligence
4 20 (17.86%) Performance Tuning
5 15 (13.39%) ETL
6 14 (12.50%) Business Analytics
6 14 (12.50%) Data Analytics
6 14 (12.50%) Data Architecture
6 14 (12.50%) Data Management
6 14 (12.50%) Data Modelling
6 14 (12.50%) Use Case
7 13 (11.61%) Information Management
7 13 (11.61%) Machine Learning
7 13 (11.61%) Software Engineering
8 12 (10.71%) Configuration Management
8 12 (10.71%) Requirements Analysis
8 12 (10.71%) Technical Architecture
8 12 (10.71%) Waterfall
Programming Languages
1 77 (68.75%) Java
2 68 (60.71%) Python
3 41 (36.61%) Scala
4 38 (33.93%) SQL
5 17 (15.18%) C#
5 17 (15.18%) C++
5 17 (15.18%) R
6 13 (11.61%) Perl
7 10 (8.93%) Bash Shell
8 8 (7.14%) PHP
9 7 (6.25%) C
9 7 (6.25%) Shell Script
10 3 (2.68%) JavaScript
11 2 (1.79%) CQL
11 2 (1.79%) PL/SQL
12 1 (0.89%) Clojure
12 1 (0.89%) ES6
12 1 (0.89%) Ruby
Qualifications
1 17 (15.18%) Degree
2 11 (9.82%) DV Cleared
2 11 (9.82%) Security Cleared
3 10 (8.93%) Computer Science Degree
4 7 (6.25%) SC Cleared
5 2 (1.79%) PhD
Quality Assurance & Compliance
1 11 (9.82%) QA
2 2 (1.79%) Data Quality
3 1 (0.89%) GCP
System Software
1 32 (28.57%) HDFS
2 7 (6.25%) Docker
3 4 (3.57%) Apache ZooKeeper
4 2 (1.79%) MapR-FS
5 1 (0.89%) Cronacle
Systems Management
1 28 (25.00%) Hadoop YARN
2 21 (18.75%) Oozie
3 18 (16.07%) Opscode Chef
4 10 (8.93%) Mesos
5 7 (6.25%) Ambari
6 6 (5.36%) Kubernetes
7 5 (4.46%) Ansible
7 5 (4.46%) Puppet
8 4 (3.57%) Prometheus
9 2 (1.79%) Docker Swarm
9 2 (1.79%) yum
10 1 (0.89%) Control-M
10 1 (0.89%) Grafana
10 1 (0.89%) Graphite
10 1 (0.89%) Nagios
10 1 (0.89%) Terraform
Vendors
1 26 (23.21%) Cloudera
2 14 (12.50%) Hortonworks
3 13 (11.61%) Tableau
4 10 (8.93%) MapR
5 9 (8.04%) SAP
6 7 (6.25%) Oracle
6 7 (6.25%) TIBCO
7 5 (4.46%) Informatica
7 5 (4.46%) Splunk
7 5 (4.46%) Teradata
8 4 (3.57%) Google
8 4 (3.57%) Talend
9 2 (1.79%) Alteryx
9 2 (1.79%) Datameer
9 2 (1.79%) Microsoft
9 2 (1.79%) Platfora
10 1 (0.89%) GigaSpaces
10 1 (0.89%) Greenplum
10 1 (0.89%) MuleSoft
10 1 (0.89%) StreamBase