Period
to 17 January 2019

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 17 January 2019 with a comparison to the same period in the previous 2 years.

Apache Flume
UK
6 months to
17 Jan 2019
Same period 2018 Same period 2017
Rank 921 1011 1026
Rank change year-on-year +90 +15 +182
Permanent jobs citing Apache Flume 184 166 162
As % of all permanent IT jobs advertised in the UK 0.12% 0.096% 0.091%
As % of the System Software category 0.78% 0.73% 0.74%
Number of salaries quoted 103 140 132
UK median annual salary £77,500 £75,000 £70,000
Median salary % change year-on-year +3.33% +7.14% -
10th Percentile £49,337 £40,500 £47,500
90th Percentile £106,250 £101,150 £100,425
UK excluding London median annual salary £49,337 £65,000 £60,000
% change year-on-year -24.10% +8.33% +4.35%

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 23,447 22,708 21,845
As % of all permanent IT jobs advertised in the UK 15.51% 13.11% 12.28%
Number of salaries quoted 19,070 18,913 18,144
UK median annual salary £50,000 £45,000 £42,500
Median salary % change year-on-year +11.11% +5.88% +6.25%
10th Percentile £25,364 £24,000 £23,500
90th Percentile £82,500 £75,000 £72,500
UK excluding London median annual salary £42,500 £40,000 £37,500
% change year-on-year +6.25% +6.67% -

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 17 January 2019.

Salary histogram for Apache Flume in the UK

Apache Flume
Top 12 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 17 January 2019. 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 +98 178 £77,500 +3.33% 15
London +72 132 £85,000 +6.25% 13
UK excluding London +52 47 £49,337 -24.10% 2
North of England +49 19 £49,337 +9.64% 1
South East +15 13 £60,000 +20.00%
Yorkshire - 11 £49,337 -
North East - 8 £49,337 - 1
Midlands +40 7 £53,500 -17.69%
East Midlands - 7 £53,500 -
East of England +15 5 - - 1
Scotland +4 2 £68,750 +43.23%
Wales +12 1 - -

For the 6 months to 17 January 2019, 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.

1 179 (97.28%) Hadoop
2 177 (96.20%) Big Data
3 173 (94.02%) Apache Spark
4 166 (90.22%) Apache Hive
5 164 (89.13%) Kafka
6 155 (84.24%) HBase
7 154 (83.70%) Python
8 153 (83.15%) Java
9 144 (78.26%) Scala
10 139 (75.54%) Agile Software Development
11 138 (75.00%) Cloudera
12 130 (70.65%) Apache Cassandra
12 130 (70.65%) NoSQL
13 117 (63.59%) Impala
14 114 (61.96%) Hortonworks
15 112 (60.87%) Oozie
16 104 (56.52%) Amazon AWS
17 99 (53.80%) Hadoop YARN
18 94 (51.09%) Apache Pig
19 93 (50.54%) MapReduce
20 90 (48.91%) Elasticsearch
21 85 (46.20%) Analytics
22 83 (45.11%) Scrum
23 78 (42.39%) Data Science
24 77 (41.85%) Flink
25 76 (41.30%) MapR
26 75 (40.76%) Amazon Redshift
27 74 (40.22%) Couchbase
28 72 (39.13%) Kanban
29 70 (38.04%) CouchDB

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
1 173 (94.02%) Apache Spark
2 94 (51.09%) Apache Pig
3 90 (48.91%) Elasticsearch
4 37 (20.11%) Apache Solr
5 20 (10.87%) Apache
6 3 (1.63%) Cloud Foundry
7 2 (1.09%) SAS
8 1 (0.54%) Confluence
8 1 (0.54%) WebSphere
Applications
1 2 (1.09%) SPSS
2 1 (0.54%) Chatbot
2 1 (0.54%) Microsoft Project
Cloud Services
1 104 (56.52%) Amazon AWS
2 32 (17.39%) GitHub
3 15 (8.15%) Amazon EMR
4 14 (7.61%) Microsoft Azure
5 12 (6.52%) Amazon S3
5 12 (6.52%) Cloud Computing
6 5 (2.72%) Amazon EC2
6 5 (2.72%) Google Cloud Platform
7 4 (2.17%) iTunes
8 1 (0.54%) Amazon Kinesis
8 1 (0.54%) AWS CloudFormation
8 1 (0.54%) AWS Data Pipeline
8 1 (0.54%) OpenShift
8 1 (0.54%) Serverless
Communications & Networking
1 15 (8.15%) Internet
2 8 (4.35%) HTTP
3 4 (2.17%) DNS
4 3 (1.63%) Kerberos
Database & Business Intelligence
1 179 (97.28%) Hadoop
2 177 (96.20%) Big Data
3 166 (90.22%) Apache Hive
4 155 (84.24%) HBase
5 130 (70.65%) Apache Cassandra
5 130 (70.65%) NoSQL
6 117 (63.59%) Impala
7 77 (41.85%) Flink
8 75 (40.76%) Amazon Redshift
9 74 (40.22%) Couchbase
10 70 (38.04%) CouchDB
11 61 (33.15%) Sqoop
12 47 (25.54%) Data Warehouse
13 42 (22.83%) MongoDB
14 33 (17.93%) Spark SQL
15 29 (15.76%) SQL Server
16 25 (13.59%) MySQL
17 20 (10.87%) Data Lake
18 17 (9.24%) Relational Database
19 15 (8.15%) Pentaho
Development Applications
1 12 (6.52%) Jenkins
2 11 (5.98%) JIRA
3 10 (5.43%) Git (software)
4 5 (2.72%) Subversion
5 4 (2.17%) Eclipse
5 4 (2.17%) Team Foundation Server
6 3 (1.63%) Cucumber
6 3 (1.63%) TeamCity
7 2 (1.09%) TestRail
8 1 (0.54%) Appium
8 1 (0.54%) Bugzilla
8 1 (0.54%) HP UFT
8 1 (0.54%) Protractor
8 1 (0.54%) Selenium
8 1 (0.54%) SoapUI
8 1 (0.54%) Sonatype Nexus
8 1 (0.54%) Visual Studio
8 1 (0.54%) Visual Studio Team System
8 1 (0.54%) WebDriver
General
1 23 (12.50%) Games
2 21 (11.41%) Retail
3 10 (5.43%) Banking
4 8 (4.35%) Finance
5 4 (2.17%) Telecoms
6 3 (1.63%) Manufacturing
7 2 (1.09%) Legal
8 1 (0.54%) Advertising
8 1 (0.54%) Investment Banking
8 1 (0.54%) Marketing
Job Titles
1 132 (71.74%) Data Engineer
2 113 (61.41%) Big Data Engineer
3 37 (20.11%) Senior Data Engineer
4 23 (12.50%) Python Engineer
5 19 (10.33%) Games Engineer
6 18 (9.78%) Developer
7 16 (8.70%) Architect
8 12 (6.52%) Data Architect
9 11 (5.98%) Big Data Architect
9 11 (5.98%) Big Data Developer
10 10 (5.43%) Hadoop Engineer
11 7 (3.80%) Infrastructure Engineer
12 5 (2.72%) Senior Developer
12 5 (2.72%) Senior Hadoop Engineer
13 4 (2.17%) Senior Big Data Developer
14 3 (1.63%) Cloud Architect
14 3 (1.63%) Digital Architect
14 3 (1.63%) QA Engineer
14 3 (1.63%) Technical Architect
15 2 (1.09%) Telecoms Engineer
Libraries, Frameworks & Software Standards
1 164 (89.13%) Kafka
2 40 (21.74%) Spark Streaming
3 22 (11.96%) .NET
4 14 (7.61%) Apache NiFi
5 13 (7.07%) LAMP
6 12 (6.52%) Elastic Stack
7 10 (5.43%) Web Services
8 8 (4.35%) AngularJS
8 8 (4.35%) LAPP Stack
8 8 (4.35%) PySpark
8 8 (4.35%) RabbitMQ
8 8 (4.35%) React
9 7 (3.80%) TensorFlow
9 7 (3.80%) XML
10 6 (3.26%) JSON
10 6 (3.26%) RESTful
11 5 (2.72%) Akka
11 5 (2.72%) Keras
12 4 (2.17%) Ember.js
12 4 (2.17%) HTML5
Miscellaneous
1 19 (10.33%) Analytical Skills
2 14 (7.61%) Data Structures
3 7 (3.80%) Virtual Team
4 5 (2.72%) User Experience
5 4 (2.17%) Algorithms
6 3 (1.63%) Data Centre
6 3 (1.63%) Public Cloud
6 3 (1.63%) Self-Motivation
7 2 (1.09%) Cyberthreat
8 1 (0.54%) Fixed Income
8 1 (0.54%) FMCG
Operating Systems
1 39 (21.20%) Unix
2 33 (17.93%) Linux
3 8 (4.35%) Windows
Processes & Methodologies
1 139 (75.54%) Agile Software Development
2 93 (50.54%) MapReduce
3 85 (46.20%) Analytics
4 83 (45.11%) Scrum
5 78 (42.39%) Data Science
6 72 (39.13%) Kanban
7 70 (38.04%) ETL
8 59 (32.07%) Machine Learning
9 49 (26.63%) Data Engineering
10 39 (21.20%) DevOps
11 34 (18.48%) Data Integration
12 33 (17.93%) Data Analysis
13 32 (17.39%) Use Case
14 31 (16.85%) Data Transformation
15 30 (16.30%) Mentoring
16 27 (14.67%) Data Modelling
17 26 (14.13%) Coaching
17 26 (14.13%) Data Reconciliation
18 20 (10.87%) Data Analytics
18 20 (10.87%) Functional Programming
Programming Languages
1 154 (83.70%) Python
2 153 (83.15%) Java
3 144 (78.26%) Scala
4 55 (29.89%) SQL
5 23 (12.50%) Shell Script
6 22 (11.96%) C#
7 9 (4.89%) JavaScript
7 9 (4.89%) R
8 7 (3.80%) C
8 7 (3.80%) PL/SQL
8 7 (3.80%) T-SQL
9 6 (3.26%) HiveQL
10 5 (2.72%) Bash Shell
11 3 (1.63%) Go
11 3 (1.63%) Ruby
12 2 (1.09%) C++
12 2 (1.09%) MATLAB
13 1 (0.54%) Data Analysis Expressions (DAX)
13 1 (0.54%) Perl
13 1 (0.54%) PHP
Qualifications
1 13 (7.07%) Degree
2 7 (3.80%) PhD
3 5 (2.72%) Computer Science Degree
4 3 (1.63%) Security Cleared
5 2 (1.09%) DV Cleared
6 1 (0.54%) Master's Degree
Quality Assurance & Compliance
1 17 (9.24%) QA
2 9 (4.89%) GDPR
3 6 (3.26%) Data Quality
4 2 (1.09%) ISO/IEC 27001
System Software
1 70 (38.04%) HDFS
2 14 (7.61%) Apache ZooKeeper
3 6 (3.26%) Virtual Machines
4 3 (1.63%) Docker
Systems Management
1 112 (60.87%) Oozie
2 99 (53.80%) Hadoop YARN
3 11 (5.98%) Kibana
4 8 (4.35%) Mesos
5 5 (2.72%) Puppet
6 4 (2.17%) Kubernetes
6 4 (2.17%) Rundeck
7 3 (1.63%) logstash
8 2 (1.09%) HP ALM
9 1 (0.54%) Opscode Chef
9 1 (0.54%) Terraform
Vendors
1 138 (75.00%) Cloudera
2 114 (61.96%) Hortonworks
3 76 (41.30%) MapR
4 70 (38.04%) Databricks
5 52 (28.26%) Oracle
6 21 (11.41%) Talend
7 18 (9.78%) Informatica
8 16 (8.70%) Microsoft
9 9 (4.89%) IBM
10 8 (4.35%) Tableau
11 7 (3.80%) Google
11 7 (3.80%) Teradata
12 5 (2.72%) Splunk
13 4 (2.17%) Apple
14 3 (1.63%) RapidMiner
14 3 (1.63%) SAP
15 2 (1.09%) Cognos
15 2 (1.09%) HP
15 2 (1.09%) MicroStrategy
15 2 (1.09%) Vertica