Period
to 23 July 2017

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 23 July 2017 with a comparison to the same period in the previous 2 years.

Apache Flume
UK > England
6 months to
23 Jul 2017
Same period 2016 Same period 2015
Rank 1011 1033 1215
Rank change year-on-year +22 +182 +30
Permanent jobs citing Apache Flume 138 199 80
As % of all permanent IT jobs advertised in England 0.083% 0.10% 0.039%
As % of the System Software category 0.66% 0.84% 0.32%
Number of salaries quoted 75 140 59
England median annual salary £72,500 £60,000 £67,500
Median salary % change year-on-year +20.83% -11.11% -15.63%
10th Percentile £47,500 £45,000 £57,500
90th Percentile £115,000 £92,500 £90,000
UK median annual salary £70,000 £60,000 £67,500
% change year-on-year +16.67% -11.11% -15.63%

Apache Flume is in the system software skills category. The next 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.

System Software Skills
England
Permanent job vacancies with a requirement for system software skills 21030 23678 25239
As % of all permanent IT job vacancies advertised in England 12.63% 12.46% 12.16%
Number of salaries quoted 17781 20210 20941
England median annual salary £44,000 £42,500 £40,000
Median salary % change year-on-year +3.53% +6.25% -
10th Percentile £24,000 £23,238 £23,000
90th Percentile £75,000 £71,250 £66,250
UK median annual salary £43,500 £42,500 £40,000
% change year-on-year +2.35% +6.25% -

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 23 July 2017.

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 23 July 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
London +53 104 £72,500 - 12
East of England +39 18 - -
South East +55 11 £66,250 +10.42% 2
North of England -10 5 £80,000 +33.33% 2
North West - 3 £80,000 -
Yorkshire -1 2 - - 2
Apache Flume
UK

For the 6 months to 23 July 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 England region with a requirement for Apache Flume.

1 132 (95.65%) Big Data
2 130 (94.20%) Hadoop
3 113 (81.88%) Apache Spark
4 92 (66.67%) Apache Hive
5 88 (63.77%) Java
6 72 (52.17%) MapReduce
7 68 (49.28%) Kafka
7 68 (49.28%) Agile Software Development
8 67 (48.55%) Analytics
9 65 (47.10%) NoSQL
10 64 (46.38%) Python
11 62 (44.93%) Apache Pig
12 57 (41.30%) Sqoop
12 57 (41.30%) HBase
13 47 (34.06%) SQL
14 46 (33.33%) Finance
14 46 (33.33%) Impala
15 41 (29.71%) Scala
16 40 (28.99%) HDFS
17 39 (28.26%) Analytical Skills
18 36 (26.09%) Degree
18 36 (26.09%) Web Services
19 34 (24.64%) Amazon AWS
19 34 (24.64%) Cloudera
20 32 (23.19%) Apache Cassandra
21 30 (21.74%) Relational Database
21 30 (21.74%) Data Management
22 29 (21.01%) Business Intelligence
22 29 (21.01%) Oozie
23 28 (20.29%) R

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
1 113 (81.88%) Apache Spark
2 62 (44.93%) Apache Pig
3 28 (20.29%) SAS
4 18 (13.04%) Apache Solr
5 11 (7.97%) Apache
6 3 (2.17%) Elasticsearch
7 2 (1.45%) JBoss
7 2 (1.45%) Mule
7 2 (1.45%) Tomcat
7 2 (1.45%) WebLogic
7 2 (1.45%) WebSphere
8 1 (0.72%) Cloud Foundry
8 1 (0.72%) Confluence
8 1 (0.72%) nginx
Applications
1 3 (2.17%) SPSS
2 1 (0.72%) Microsoft Excel
Cloud Services
1 34 (24.64%) Amazon AWS
2 4 (2.90%) Amazon EMR
3 3 (2.17%) Amazon EC2
3 3 (2.17%) Cloud Computing
3 3 (2.17%) GitHub
4 2 (1.45%) Google Cloud Platform
5 1 (0.72%) Amazon Kinesis
5 1 (0.72%) Bluemix
5 1 (0.72%) IaaS
5 1 (0.72%) IBM Cloud
5 1 (0.72%) SaaS
Communications & Networking
1 9 (6.52%) Kerberos
2 8 (5.80%) SSL
3 5 (3.62%) LDAP
4 2 (1.45%) HTTP
5 1 (0.72%) Internet
Database & Business Intelligence
1 132 (95.65%) Big Data
2 130 (94.20%) Hadoop
3 92 (66.67%) Apache Hive
4 65 (47.10%) NoSQL
5 57 (41.30%) HBase
5 57 (41.30%) Sqoop
6 46 (33.33%) Impala
7 32 (23.19%) Apache Cassandra
8 30 (21.74%) Relational Database
9 25 (18.12%) MongoDB
10 24 (17.39%) Pentaho
11 17 (12.32%) Neo4j
12 13 (9.42%) RDBMS
13 9 (6.52%) Data Mining
14 7 (5.07%) Data Warehouse
15 6 (4.35%) HAWQ
15 6 (4.35%) SQL Server Analysis Services
15 6 (4.35%) SQL Server Integration Services
16 5 (3.62%) Power BI
16 5 (3.62%) PowerPivot
Development Applications
1 11 (7.97%) Jenkins
2 8 (5.80%) Maven
3 6 (4.35%) Sonatype Nexus
4 5 (3.62%) Git (software)
4 5 (3.62%) Talend Open Studio
5 4 (2.90%) JIRA
6 1 (0.72%) Atlassian Bamboo
6 1 (0.72%) Grunt
6 1 (0.72%) gulp
6 1 (0.72%) RStudio
General
1 46 (33.33%) Finance
2 15 (10.87%) Retail
3 9 (6.52%) Banking
4 6 (4.35%) Advertising
5 2 (1.45%) Financial Institution
5 2 (1.45%) Front Office
5 2 (1.45%) Legal
5 2 (1.45%) Telecoms
6 1 (0.72%) Games
Job Titles
1 33 (23.91%) Developer
2 31 (22.46%) Data Engineer
3 30 (21.74%) Big Data Engineer
3 30 (21.74%) Hadoop Engineer
4 25 (18.12%) Architect
5 22 (15.94%) Big Data Developer
6 20 (14.49%) Consultant
6 20 (14.49%) Data Architect
7 19 (13.77%) Data Consultant
8 15 (10.87%) Hadoop Developer
9 12 (8.70%) Big Data Architect
10 11 (7.97%) Analytics Consultant
10 11 (7.97%) Data Analytics Consultant
10 11 (7.97%) SAS Consultant
11 10 (7.25%) Senior Architect
12 9 (6.52%) Enterprise Architect
12 9 (6.52%) Enterprise Data Architect
13 8 (5.80%) Big Data Consultant
13 8 (5.80%) Cloud Developer
14 6 (4.35%) Solutions Architect
Libraries, Frameworks & Software Standards
1 68 (49.28%) Kafka
2 36 (26.09%) Web Services
3 12 (8.70%) .NET
4 11 (7.97%) JSON
5 5 (3.62%) Elastic Stack
5 5 (3.62%) RabbitMQ
6 4 (2.90%) Spark Streaming
7 3 (2.17%) Node.js
7 3 (2.17%) XML
8 2 (1.45%) Akka
8 2 (1.45%) HTML
8 2 (1.45%) Java EE
8 2 (1.45%) JSP
8 2 (1.45%) MDX
8 2 (1.45%) Spring
8 2 (1.45%) Spring Security
8 2 (1.45%) XSLT
9 1 (0.72%) Apache Tez
9 1 (0.72%) GraphX
9 1 (0.72%) Symfony
Miscellaneous
1 39 (28.26%) Analytical Skills
2 12 (8.70%) Computer Science
2 12 (8.70%) Fintech
2 12 (8.70%) Foreign Exchange (FX)
3 10 (7.25%) Algorithms
4 9 (6.52%) Data Structures
5 3 (2.17%) Derivative
5 3 (2.17%) Greenfield Project
5 3 (2.17%) Reference Data
6 2 (1.45%) OTC Derivatives
7 1 (0.72%) Credit Derivative
7 1 (0.72%) Credit Risk
7 1 (0.72%) Equities
7 1 (0.72%) Linux Command Line
7 1 (0.72%) Replication
Operating Systems
1 27 (19.57%) Linux
2 11 (7.97%) Unix
3 7 (5.07%) Windows
4 3 (2.17%) Mac OS X
5 2 (1.45%) Mesosphere
5 2 (1.45%) Solaris
Processes & Methodologies
1 72 (52.17%) MapReduce
2 68 (49.28%) Agile Software Development
3 67 (48.55%) Analytics
4 30 (21.74%) Data Management
5 29 (21.01%) Business Intelligence
6 27 (19.57%) Technical Architecture
7 26 (18.84%) ETL
7 26 (18.84%) Open Source
7 26 (18.84%) Use Case
8 22 (15.94%) Requirements Analysis
9 20 (14.49%) Waterfall
10 18 (13.04%) Business Analytics
10 18 (13.04%) Data Architecture
10 18 (13.04%) Information Management
11 16 (11.59%) Continuous Integration
11 16 (11.59%) Software Engineering
12 15 (10.87%) Machine Learning
12 15 (10.87%) TDD
12 15 (10.87%) Visualisation
13 13 (9.42%) Scrum
Programming Languages
1 88 (63.77%) Java
2 64 (46.38%) Python
3 47 (34.06%) SQL
4 41 (29.71%) Scala
5 28 (20.29%) R
6 15 (10.87%) C
7 12 (8.70%) C#
8 11 (7.97%) MATLAB
9 7 (5.07%) HiveQL
10 6 (4.35%) Perl
11 5 (3.62%) Bash Shell
12 4 (2.90%) C++
13 3 (2.17%) PHP
13 3 (2.17%) PL/SQL
13 3 (2.17%) Shell Script
14 2 (1.45%) JavaScript
15 1 (0.72%) CQL
15 1 (0.72%) ES6
15 1 (0.72%) Ruby
15 1 (0.72%) TypeScript
Qualifications
1 36 (26.09%) Degree
2 15 (10.87%) Security Cleared
3 14 (10.14%) DV Cleared
4 11 (7.97%) Numerate Degree
5 10 (7.25%) SC Cleared
6 7 (5.07%) Postgraduate
7 6 (4.35%) PhD
8 4 (2.90%) Computer Science Degree
9 2 (1.45%) Master's Degree
Quality Assurance & Compliance
1 13 (9.42%) Data Quality
2 2 (1.45%) QA
3 1 (0.72%) Basel III
3 1 (0.72%) Dodd-Frank
System Software
1 40 (28.99%) HDFS
2 9 (6.52%) Docker
3 2 (1.45%) Active Directory
3 2 (1.45%) Cronacle
4 1 (0.72%) Apache ZooKeeper
Systems Management
1 29 (21.01%) Oozie
2 7 (5.07%) Ansible
2 7 (5.07%) Kubernetes
2 7 (5.07%) Opscode Chef
3 6 (4.35%) Hadoop YARN
3 6 (4.35%) Mesos
3 6 (4.35%) Puppet
4 4 (2.90%) Ambari
4 4 (2.90%) Prometheus
5 2 (1.45%) Control-M
5 2 (1.45%) Docker Swarm
6 1 (0.72%) Terraform
6 1 (0.72%) yum
Vendors
1 34 (24.64%) Cloudera
2 27 (19.57%) Tableau
3 15 (10.87%) Hortonworks
4 14 (10.14%) TIBCO
5 10 (7.25%) Informatica
6 8 (5.80%) Teradata
7 7 (5.07%) Oracle
7 7 (5.07%) Splunk
8 6 (4.35%) Ab Initio
9 5 (3.62%) Talend
10 4 (2.90%) Cognos
10 4 (2.90%) MapR
10 4 (2.90%) MicroStrategy
11 3 (2.17%) Atlassian
11 3 (2.17%) Google
11 3 (2.17%) Greenplum
11 3 (2.17%) Microsoft
12 2 (1.45%) IBM
12 2 (1.45%) Netezza
12 2 (1.45%) Vertica
London
Kindred Group
Posted: 10 days ago
London
Hays London City Cheapside
Salary: £100000.00 - £120000.00 per annum + bonus and benefits
Posted: 9 days ago
City, London
Marks Sattin
Salary: £75000 - £80000 per annum
Posted: 10 days ago
London
Harvey Nash plc
Salary: £45000 - £50000 per annum
Posted: 5 days ago
London
TDA Group
Salary: £80000 - £90000 per annum + + Benefits + Bonus
Posted: 20 days ago
London
Amazon
Posted: 10 days ago
London
Computer Futures
Salary: £90000 per annum + competitive
Posted: 20 days ago