Period
to 18 July 2018

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 18 July 2018 with a comparison to the same period in the previous 2 years.

Apache Flume
UK
6 months to
18 Jul 2018
Same period 2017 Same period 2016
Rank 933 1068 1084
Rank change year-on-year +135 +16 +155
Permanent jobs citing Apache Flume 272 142 210
As % of all permanent IT jobs advertised in the UK 0.16% 0.080% 0.10%
As % of the System Software category 1.08% 0.63% 0.83%
Number of salaries quoted 176 78 149
UK median annual salary £75,000 £71,250 £60,000
Median salary % change year-on-year +5.26% +18.75% -11.11%
10th Percentile £48,750 £47,500 £45,000
90th Percentile £106,250 £115,000 £90,000
UK excluding London median annual salary £72,500 £65,000 £57,500
% change year-on-year +11.54% +13.04% -8.00%

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 25,191 22,379 25,342
As % of all permanent IT jobs advertised in the UK 14.43% 12.60% 12.46%
Number of salaries quoted 20,381 18,845 21,478
UK median annual salary £47,500 £43,000 £42,500
Median salary % change year-on-year +10.47% +1.18% +6.25%
10th Percentile £25,000 £24,000 £23,000
90th Percentile £80,000 £75,000 £70,000
UK excluding London median annual salary £42,000 £37,500 £37,500
% change year-on-year +12.00% - -

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 18 July 2018.

Salary histogram for Apache Flume in the UK

Apache Flume
Top 13 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 18 July 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
England +116 249 £75,000 +3.45% 14
London +56 151 £80,000 +10.34% 9
UK excluding London +62 104 £72,500 +11.54% 5
South East +45 61 £50,000 -24.53% 3
East of England +23 27 £72,500 - 2
North of England +17 7 £45,000 -43.75%
Yorkshire +29 6 - -
Scotland -18 4 £48,250 -8.10%
Midlands - 3 £67,500 -
East Midlands - 2 - -
Wales - 2 £51,250 -
North West +7 1 £45,000 -43.75%
West Midlands - 1 £67,500 -

For the 6 months to 18 July 2018, IT jobs citing Apache Flume also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for Apache Flume.

1 258 (94.85%) Hadoop
2 232 (85.29%) Big Data
3 200 (73.53%) Apache Spark
4 197 (72.43%) Kafka
5 185 (68.01%) Apache Hive
6 162 (59.56%) Impala
7 153 (56.25%) Python
8 150 (55.15%) Java
9 147 (54.04%) Scala
10 138 (50.74%) Cloudera
11 132 (48.53%) Analytics
11 132 (48.53%) HBase
12 127 (46.69%) Sqoop
13 118 (43.38%) Linux
14 115 (42.28%) Agile Software Development
15 108 (39.71%) Amazon AWS
16 103 (37.87%) Apache Cassandra
17 102 (37.50%) HDFS
18 98 (36.03%) MapReduce
19 94 (34.56%) Hortonworks
20 86 (31.62%) Machine Learning
21 83 (30.51%) Data Warehouse
22 82 (30.15%) ETL
22 82 (30.15%) SQL
22 82 (30.15%) Hadoop YARN
23 79 (29.04%) Data Science
24 72 (26.47%) NoSQL
24 72 (26.47%) Oozie
25 70 (25.74%) Elasticsearch
26 68 (25.00%) MongoDB

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
1 200 (73.53%) Apache Spark
2 70 (25.74%) Elasticsearch
3 59 (21.69%) Apache Pig
4 51 (18.75%) Apache Solr
5 22 (8.09%) Apache
6 14 (5.15%) SAS
7 3 (1.10%) WebSphere
7 3 (1.10%) WebSphere Application Server
7 3 (1.10%) WebSphere Portal
8 2 (0.74%) Confluence
9 1 (0.37%) IIS
9 1 (0.37%) Jetty
9 1 (0.37%) Oracle SOA Suite
9 1 (0.37%) Tomcat
9 1 (0.37%) WebLogic
Applications
1 5 (1.84%) Chatbot
2 2 (0.74%) Microsoft Project
3 1 (0.37%) Microsoft Excel
3 1 (0.37%) Microsoft Office
3 1 (0.37%) Microsoft PowerPoint
3 1 (0.37%) MS Visio
Business Applications
1 1 (0.37%) Oracle 11i
1 1 (0.37%) Oracle Assets
1 1 (0.37%) Oracle EBS
1 1 (0.37%) Oracle EBS R12
1 1 (0.37%) Oracle General Ledger
1 1 (0.37%) Oracle iProcurement
1 1 (0.37%) Oracle Payables
1 1 (0.37%) Oracle Receivables
Cloud Services
1 108 (39.71%) Amazon AWS
2 53 (19.49%) Microsoft Azure
3 24 (8.82%) Amazon S3
4 23 (8.46%) Amazon EMR
5 20 (7.35%) Google Cloud Platform
6 19 (6.99%) Amazon Kinesis
7 17 (6.25%) GitHub
8 4 (1.47%) Amazon EC2
8 4 (1.47%) Cloud Computing
8 4 (1.47%) Google Analytics
9 3 (1.10%) Serverless
10 2 (0.74%) IaaS
10 2 (0.74%) PaaS
11 1 (0.37%) AWS Lambda
11 1 (0.37%) Cloudflare
11 1 (0.37%) CloudFront
Communications & Networking
1 5 (1.84%) Internet
2 4 (1.47%) HTTP
3 2 (0.74%) HTTPS
3 2 (0.74%) Kerberos
3 2 (0.74%) SSL
4 1 (0.37%) DNS
Database & Business Intelligence
1 258 (94.85%) Hadoop
2 232 (85.29%) Big Data
3 185 (68.01%) Apache Hive
4 162 (59.56%) Impala
5 132 (48.53%) HBase
6 127 (46.69%) Sqoop
7 103 (37.87%) Apache Cassandra
8 83 (30.51%) Data Warehouse
9 72 (26.47%) NoSQL
10 68 (25.00%) MongoDB
11 46 (16.91%) PostgreSQL
12 33 (12.13%) Amazon Redshift
13 31 (11.40%) Flink
14 30 (11.03%) Pentaho
15 27 (9.93%) Relational Database
16 26 (9.56%) SQL Server
17 23 (8.46%) Neo4j
17 23 (8.46%) Parquet
18 21 (7.72%) Data Lake
19 18 (6.62%) Amazon QuickSight
Development Applications
1 65 (23.90%) Jenkins
2 46 (16.91%) Git (software)
3 45 (16.54%) TeamCity
4 17 (6.25%) JIRA
5 15 (5.51%) JUnit
6 13 (4.78%) Cucumber
7 11 (4.04%) Maven
8 6 (2.21%) Gradle
9 3 (1.10%) Atlassian Bamboo
9 3 (1.10%) CA Release Automation
9 3 (1.10%) Sonatype Nexus
10 2 (0.74%) Bitbucket
10 2 (0.74%) Subversion
10 2 (0.74%) Visual Studio
10 2 (0.74%) Visual Studio Team System
11 1 (0.37%) Ant
11 1 (0.37%) Gerrit
11 1 (0.37%) Mockito
11 1 (0.37%) Selenium
11 1 (0.37%) Team Foundation Server
General
1 35 (12.87%) Marketing
2 24 (8.82%) Finance
3 12 (4.41%) Games
4 10 (3.68%) Military
5 9 (3.31%) Telecoms
6 8 (2.94%) Banking
7 5 (1.84%) Retail
8 3 (1.10%) Manufacturing
9 1 (0.37%) Automotive
9 1 (0.37%) Front Office
Job Titles
1 153 (56.25%) Data Engineer
2 132 (48.53%) Big Data Engineer
3 88 (32.35%) Hadoop Engineer
4 49 (18.01%) Senior Data Engineer
5 42 (15.44%) Architect
6 40 (14.71%) Data Architect
7 33 (12.13%) Senior Hadoop Engineer
8 32 (11.76%) Big Data Architect
9 24 (8.82%) AWS Engineer
10 22 (8.09%) Developer
11 20 (7.35%) DevOps Engineer
12 17 (6.25%) Technical Architect
13 16 (5.88%) Cloud Architect
14 15 (5.51%) Big Data Developer
14 15 (5.51%) Data Analytics Architect
15 14 (5.15%) Data Scientist
15 14 (5.15%) Software Engineer
16 12 (4.41%) Senior Software Engineer
17 11 (4.04%) AWS DevOps Engineer
17 11 (4.04%) Azure Engineer
Libraries, Frameworks & Software Standards
1 197 (72.43%) Kafka
2 49 (18.01%) TensorFlow
3 40 (14.71%) Keras
4 39 (14.34%) MLlib
5 31 (11.40%) Akka
6 27 (9.93%) Middleware
7 25 (9.19%) .NET
8 23 (8.46%) Apache Avro
9 20 (7.35%) RabbitMQ
10 19 (6.99%) Java EE
11 18 (6.62%) XML
12 17 (6.25%) Hibernate
13 16 (5.88%) Web Services
14 15 (5.51%) Spark Streaming
15 13 (4.78%) Apache Camel
16 12 (4.41%) Spring
17 11 (4.04%) ActiveMQ
17 11 (4.04%) jQuery
17 11 (4.04%) ServiceStack
17 11 (4.04%) Twitter Bootstrap
Miscellaneous
1 39 (14.34%) Computer Science
2 28 (10.29%) Analytical Skills
3 26 (9.56%) User Experience
4 19 (6.99%) Algorithms
5 16 (5.88%) Greenfield Project
6 15 (5.51%) Fintech
7 13 (4.78%) Public Cloud
7 13 (4.78%) Self-Motivation
8 10 (3.68%) Management Information System
8 10 (3.68%) PKI
9 8 (2.94%) Data Structures
10 7 (2.57%) Virtual Team
11 6 (2.21%) Replication
11 6 (2.21%) Taxonomies
12 5 (1.84%) FMCG
13 3 (1.10%) DataPower
14 2 (0.74%) Hybrid Cloud
14 2 (0.74%) Internet of Things
14 2 (0.74%) Life Science
14 2 (0.74%) Social Media
Operating Systems
1 118 (43.38%) Linux
2 33 (12.13%) Unix
3 18 (6.62%) Windows
4 13 (4.78%) CentOS
5 3 (1.10%) Red Hat Enterprise Linux
6 2 (0.74%) AIX
6 2 (0.74%) Solaris
6 2 (0.74%) Windows Server
7 1 (0.37%) Mac OS X
Processes & Methodologies
1 132 (48.53%) Analytics
2 115 (42.28%) Agile Software Development
3 98 (36.03%) MapReduce
4 86 (31.62%) Machine Learning
5 82 (30.15%) ETL
6 79 (29.04%) Data Science
7 68 (25.00%) Data Engineering
8 57 (20.96%) Continuous Integration
9 54 (19.85%) DevOps
10 44 (16.18%) Deep Learning
11 35 (12.87%) Open Source
12 31 (11.40%) Data Analytics
12 31 (11.40%) Data Ingestion
12 31 (11.40%) Software Engineering
13 29 (10.66%) Business Intelligence
13 29 (10.66%) Scrum
13 29 (10.66%) Visualisation
14 28 (10.29%) Operations Research
15 25 (9.19%) Software Delivery
16 24 (8.82%) Time Management
Programming Languages
1 153 (56.25%) Python
2 150 (55.15%) Java
3 147 (54.04%) Scala
4 82 (30.15%) SQL
5 45 (16.54%) Shell Script
6 42 (15.44%) Go
7 29 (10.66%) R
8 28 (10.29%) C
9 25 (9.19%) C#
10 24 (8.82%) Bash Shell
11 15 (5.51%) JavaScript
11 15 (5.51%) Perl
12 12 (4.41%) PL/SQL
13 11 (4.04%) Ruby
14 7 (2.57%) Java 8
15 3 (1.10%) PHP
16 2 (0.74%) PowerShell
17 1 (0.37%) C++
17 1 (0.37%) ES6
17 1 (0.37%) WebLogic Scripting Tool
Qualifications
1 31 (11.40%) Security Cleared
2 30 (11.03%) Degree
3 25 (9.19%) DV Cleared
4 19 (6.99%) PhD
5 10 (3.68%) Numerate Degree
6 7 (2.57%) Computer Science Degree
7 5 (1.84%) Master's Degree
8 2 (0.74%) SC Cleared
9 1 (0.37%) ISTQB
9 1 (0.37%) PRINCE2 Certification
Quality Assurance & Compliance
1 21 (7.72%) QA
2 16 (5.88%) Data Quality
3 12 (4.41%) GCP
System Software
1 102 (37.50%) HDFS
2 12 (4.41%) Virtual Machines
3 11 (4.04%) VMware Infrastructure
4 10 (3.68%) Docker
4 10 (3.68%) Hyper-V
5 9 (3.31%) Apache ZooKeeper
6 1 (0.37%) Cronacle
6 1 (0.37%) vSphere
Systems Management
1 82 (30.15%) Hadoop YARN
2 72 (26.47%) Oozie
3 42 (15.44%) Puppet
4 23 (8.46%) Ansible
5 14 (5.15%) Kibana
6 10 (3.68%) Terraform
7 9 (3.31%) Opscode Chef
8 8 (2.94%) Mesos
9 2 (0.74%) Nagios
9 2 (0.74%) Packer
10 1 (0.37%) Ambari
10 1 (0.37%) BMC PATROL
10 1 (0.37%) Check_MK
10 1 (0.37%) Consul
10 1 (0.37%) Control-M
10 1 (0.37%) Grafana
10 1 (0.37%) Graphite
10 1 (0.37%) logstash
10 1 (0.37%) Rsyslog
10 1 (0.37%) Salt
Vendors
1 138 (50.74%) Cloudera
2 94 (34.56%) Hortonworks
3 36 (13.24%) Oracle
4 31 (11.40%) Informatica
4 31 (11.40%) MapR
5 27 (9.93%) Talend
6 25 (9.19%) Google
7 22 (8.09%) Microsoft
7 22 (8.09%) Tableau
8 18 (6.62%) IBM
9 17 (6.25%) SAP
10 16 (5.88%) Atlassian
10 16 (5.88%) Greenplum
11 11 (4.04%) MuleSoft
11 11 (4.04%) VMware
12 9 (3.31%) Datameer
13 6 (2.21%) Databricks
13 6 (2.21%) TIBCO
14 5 (1.84%) MicroStrategy
15 4 (1.47%) Salesforce.com