Period
to 16 January 2018

The following table provides summary statistics for permanent job vacancies advertised in England 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 16 January 2018 with a comparison to the same period in the previous 2 years.

Apache Flume
UK > England
6 months to
16 Jan 2018
Same period 2017 Same period 2016
Rank 987 998 1164
Rank change year-on-year +11 +166 +50
Permanent jobs citing Apache Flume 157 154 83
As % of all permanent IT jobs advertised in England 0.097% 0.092% 0.043%
As % of the System Software category 0.74% 0.75% 0.36%
Number of salaries quoted 134 129 46
England median annual salary £75,000 £70,000 £72,500
Median salary % change year-on-year +7.14% -3.45% +11.54%
10th Percentile £40,725 £47,500 £49,375
90th Percentile £102,050 £98,150 £120,000
UK median annual salary £75,000 £70,000 £70,000
% change year-on-year +7.14% - +7.69%

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 England with a requirement for system software skills.

All System Software Skills
England
Permanent vacancies with a requirement for system software skills 21,275 20,501 22,766
As % of all permanent IT jobs advertised in England 13.10% 12.30% 11.69%
Number of salaries quoted 17,864 17,106 19,282
England median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £24,250 £23,500 £22,750
90th Percentile £76,250 £72,500 £67,500
UK median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% +1.27%

Apache Flume
Job Vacancy Trend in England

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

Job vacancy trend for Apache Flume in England

Apache Flume
Salary Trend in England

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

Salary trend for Apache Flume in England

Apache Flume
Salary Histogram in England

The salary distribution of IT jobs citing Apache Flume in England over the 6 months to 16 January 2018.

Salary histogram for Apache Flume in England

Apache Flume
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Flume within the England region over the 6 months to 16 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
London -6 104 £80,000 +6.67% 20
South East +25 29 £50,000 -16.67% 10
East of England - 17 £80,000 - 2
North of England +3 3 £45,000 -25.00% 3
North West -4 3 £45,000 -10.00% 1
South West +18 2 £47,500 -26.92%
Midlands +15 2 £65,000 +30.00% 1
West Midlands +2 2 £65,000 +30.00%
Apache Flume
UK

For the 6 months to 16 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 across the England region with a requirement for Apache Flume.

1 150 (95.54%) Hadoop
2 135 (85.99%) Big Data
3 118 (75.16%) Apache Spark
4 113 (71.97%) HBase
5 110 (70.06%) Apache Hive
6 86 (54.78%) Python
7 82 (52.23%) Java
7 82 (52.23%) Kafka
8 76 (48.41%) NoSQL
9 70 (44.59%) MapReduce
10 69 (43.95%) Apache Cassandra
11 67 (42.68%) Sqoop
12 62 (39.49%) Agile Software Development
13 60 (38.22%) Cloudera
14 59 (37.58%) Analytics
15 57 (36.31%) Apache Pig
15 57 (36.31%) HDFS
15 57 (36.31%) SQL
15 57 (36.31%) Linux
16 55 (35.03%) Impala
17 53 (33.76%) Scala
18 51 (32.48%) Amazon AWS
19 46 (29.30%) MongoDB
20 40 (25.48%) Hadoop YARN
20 40 (25.48%) Oozie
21 39 (24.84%) ETL
22 32 (20.38%) Relational Database
23 30 (19.11%) Elasticsearch
24 29 (18.47%) Performance Tuning
24 29 (18.47%) Apache Solr

Apache Flume
Co-occurring IT Skills in England 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
1 118 (75.16%) Apache Spark
2 57 (36.31%) Apache Pig
3 30 (19.11%) Elasticsearch
4 29 (18.47%) Apache Solr
5 24 (15.29%) Apache
6 21 (13.38%) SAS
7 9 (5.73%) Tomcat
8 2 (1.27%) Jetty
8 2 (1.27%) Oracle SOA Suite
8 2 (1.27%) WebLogic
Applications
1 7 (4.46%) SPSS
Business Applications
1 2 (1.27%) Oracle 11i
1 2 (1.27%) Oracle Assets
1 2 (1.27%) Oracle EBS
1 2 (1.27%) Oracle EBS R12
1 2 (1.27%) Oracle General Ledger
1 2 (1.27%) Oracle iProcurement
1 2 (1.27%) Oracle Payables
1 2 (1.27%) Oracle Receivables
2 1 (0.64%) WebTrends
Cloud Services
1 51 (32.48%) Amazon AWS
2 19 (12.10%) Amazon EMR
3 13 (8.28%) Microsoft Azure
4 11 (7.01%) Cloud Computing
5 7 (4.46%) Amazon EC2
5 7 (4.46%) Amazon S3
6 6 (3.82%) Google Cloud Platform
7 4 (2.55%) Amazon Kinesis
8 2 (1.27%) GitHub
9 1 (0.64%) Adobe Analytics
9 1 (0.64%) AWS Data Pipeline
9 1 (0.64%) AWS Lambda
9 1 (0.64%) Azure Data Factory
9 1 (0.64%) Cloudflare
9 1 (0.64%) CloudFront
9 1 (0.64%) Google Analytics
9 1 (0.64%) Serverless
Communications & Networking
1 7 (4.46%) Kerberos
2 2 (1.27%) LDAP
2 2 (1.27%) SSL
3 1 (0.64%) DNS
3 1 (0.64%) Firewall
3 1 (0.64%) HTTP
3 1 (0.64%) Internet
3 1 (0.64%) TCP/IP
Database & Business Intelligence
1 150 (95.54%) Hadoop
2 135 (85.99%) Big Data
3 113 (71.97%) HBase
4 110 (70.06%) Apache Hive
5 76 (48.41%) NoSQL
6 69 (43.95%) Apache Cassandra
7 67 (42.68%) Sqoop
8 55 (35.03%) Impala
9 46 (29.30%) MongoDB
10 32 (20.38%) Relational Database
11 25 (15.92%) Data Warehouse
12 19 (12.10%) Flink
13 16 (10.19%) SQL Server
14 15 (9.55%) RDBMS
15 10 (6.37%) MySQL
15 10 (6.37%) PostgreSQL
15 10 (6.37%) Power BI
16 9 (5.73%) Neo4j
16 9 (5.73%) QlikView
16 9 (5.73%) Redis
Development Applications
1 23 (14.65%) Jenkins
2 20 (12.74%) Maven
3 18 (11.46%) Git (software)
4 10 (6.37%) JUnit
5 9 (5.73%) JIRA
5 9 (5.73%) Mockito
6 7 (4.46%) Atlassian Bamboo
6 7 (4.46%) Gradle
6 7 (4.46%) TeamCity
6 7 (4.46%) TestNG
7 4 (2.55%) Sonatype Nexus
8 2 (1.27%) Ant
8 2 (1.27%) Selenium
8 2 (1.27%) Subversion
8 2 (1.27%) Team Foundation Server
8 2 (1.27%) Vagrant
8 2 (1.27%) webpack
9 1 (0.64%) CircleCI
9 1 (0.64%) Gerrit
General
1 27 (17.20%) Finance
2 14 (8.92%) Banking
3 10 (6.37%) Retail
4 9 (5.73%) Telecoms
5 8 (5.10%) Front Office
5 8 (5.10%) Marketing
6 6 (3.82%) Manufacturing
7 5 (3.18%) Electronics
8 4 (2.55%) Games
8 4 (2.55%) Legal
9 1 (0.64%) Advertising
9 1 (0.64%) Automotive
9 1 (0.64%) iGaming
9 1 (0.64%) Pharmaceutical
Job Titles
1 73 (46.50%) Big Data Engineer
2 70 (44.59%) Data Engineer
3 46 (29.30%) Hadoop Engineer
4 26 (16.56%) Developer
5 24 (15.29%) Architect
5 24 (15.29%) Data Architect
6 22 (14.01%) Big Data Architect
7 17 (10.83%) Java Engineer
8 12 (7.64%) Software Engineer
9 11 (7.01%) Big Data Developer
10 10 (6.37%) DevOps Engineer
11 9 (5.73%) Senior Java Engineer
12 8 (5.10%) Big Data Software Engineer
12 8 (5.10%) Big Data Solutions Architect
12 8 (5.10%) NoSQL Engineer
12 8 (5.10%) Solutions Architect
13 6 (3.82%) Data Analytics Architect
13 6 (3.82%) Hadoop Developer
13 6 (3.82%) Lead Data Architect
13 6 (3.82%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 82 (52.23%) Kafka
2 23 (14.65%) Web Services
3 11 (7.01%) Akka
3 11 (7.01%) XML
4 10 (6.37%) RabbitMQ
4 10 (6.37%) REST
4 10 (6.37%) SOAP
5 9 (5.73%) .NET
5 9 (5.73%) Dropwizard
5 9 (5.73%) Hibernate
5 9 (5.73%) Spark Streaming
6 8 (5.10%) Apache Avro
6 8 (5.10%) NumPy
6 8 (5.10%) Pandas
7 7 (4.46%) Ehcache
7 7 (4.46%) GraphX
7 7 (4.46%) JDBC
8 4 (2.55%) HTML
8 4 (2.55%) JSON
9 3 (1.91%) HTML5
Miscellaneous
1 25 (15.92%) Computer Science
2 19 (12.10%) Algorithms
3 17 (10.83%) Analytical Skills
4 13 (8.28%) Data Structures
5 8 (5.10%) Enterprise Software
5 8 (5.10%) Greenfield Project
6 6 (3.82%) Fintech
7 5 (3.18%) Data Centre
8 4 (2.55%) Hedge funds
9 3 (1.91%) Private Cloud
10 2 (1.27%) Hybrid Cloud
10 2 (1.27%) Online Games
10 2 (1.27%) Public Cloud
10 2 (1.27%) Xbox
11 1 (0.64%) Blog
11 1 (0.64%) Derivative
11 1 (0.64%) OTC Derivatives
11 1 (0.64%) Reference Data
11 1 (0.64%) User Experience
Operating Systems
1 57 (36.31%) Linux
2 25 (15.92%) Unix
3 10 (6.37%) Windows
4 4 (2.55%) Mac OS X
5 2 (1.27%) CentOS
5 2 (1.27%) Mesosphere
6 1 (0.64%) Android
6 1 (0.64%) Apple iOS
Processes & Methodologies
1 70 (44.59%) MapReduce
2 62 (39.49%) Agile Software Development
3 59 (37.58%) Analytics
4 39 (24.84%) ETL
5 29 (18.47%) Performance Tuning
6 28 (17.83%) Business Intelligence
7 27 (17.20%) Open Source
8 23 (14.65%) Software Engineering
8 23 (14.65%) Visualisation
9 20 (12.74%) Data Modelling
9 20 (12.74%) Data Visualisation
9 20 (12.74%) Machine Learning
10 17 (10.83%) Continuous Integration
10 17 (10.83%) DevOps
11 15 (9.55%) Scrum
12 14 (8.92%) BDD
12 14 (8.92%) Predictive Analytics
12 14 (8.92%) TDD
13 13 (8.28%) Configuration Management
13 13 (8.28%) Data Architecture
Programming Languages
1 86 (54.78%) Python
2 82 (52.23%) Java
3 57 (36.31%) SQL
4 53 (33.76%) Scala
5 17 (10.83%) R
6 16 (10.19%) Bash Shell
6 16 (10.19%) C#
6 16 (10.19%) C++
7 14 (8.92%) Perl
8 9 (5.73%) C
8 9 (5.73%) PHP
9 8 (5.10%) JavaScript
9 8 (5.10%) Shell Script
10 3 (1.91%) Go
10 3 (1.91%) PL/SQL
11 2 (1.27%) CQL
11 2 (1.27%) ES6
11 2 (1.27%) Ruby
11 2 (1.27%) WebLogic Scripting Tool
11 2 (1.27%) XPath
Qualifications
1 21 (13.38%) Degree
2 16 (10.19%) Computer Science Degree
3 10 (6.37%) DV Cleared
3 10 (6.37%) Security Cleared
4 4 (2.55%) PhD
5 2 (1.27%) ISTQB
5 2 (1.27%) PRINCE2 Certification
Quality Assurance & Compliance
1 18 (11.46%) QA
2 6 (3.82%) Data Quality
3 1 (0.64%) GCP
System Software
1 57 (36.31%) HDFS
2 16 (10.19%) Apache ZooKeeper
2 16 (10.19%) Docker
3 2 (1.27%) MapR-FS
3 2 (1.27%) Virtual Machines
4 1 (0.64%) Cronacle
Systems Management
1 40 (25.48%) Hadoop YARN
1 40 (25.48%) Oozie
2 23 (14.65%) Opscode Chef
3 13 (8.28%) Puppet
4 11 (7.01%) Mesos
5 9 (5.73%) Kubernetes
6 6 (3.82%) Ansible
6 6 (3.82%) Nagios
6 6 (3.82%) Terraform
7 5 (3.18%) Ambari
8 2 (1.27%) Docker Swarm
8 2 (1.27%) Grafana
8 2 (1.27%) Graphite
8 2 (1.27%) Kibana
8 2 (1.27%) Prometheus
8 2 (1.27%) yum
9 1 (0.64%) Control-M
9 1 (0.64%) Packer
Vendors
1 60 (38.22%) Cloudera
2 25 (15.92%) Hortonworks
3 24 (15.29%) Oracle
3 24 (15.29%) Tableau
4 20 (12.74%) MapR
5 19 (12.10%) SAP
6 9 (5.73%) Teradata
7 7 (4.46%) Google
7 7 (4.46%) Informatica
8 6 (3.82%) Microsoft
9 5 (3.18%) Atlassian
9 5 (3.18%) Splunk
9 5 (3.18%) Talend
10 4 (2.55%) TIBCO
11 3 (1.91%) Sybase
12 2 (1.27%) Alteryx
12 2 (1.27%) Datameer
12 2 (1.27%) Kofax
12 2 (1.27%) MicroStrategy
12 2 (1.27%) Perforce