Period
to 29 March 2020

The following table provides summary statistics for permanent job vacancies advertised in the City of 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 29 March 2020 with a comparison to the same period in the previous 2 years.

Apache Flume
Central London > City of London
6 months to
29 Mar 2020
Same period 2019 Same period 2018
Rank 289 319 330
Rank change year-on-year +30 +11 -22
Permanent jobs citing Apache Flume 7 16 14
As % of all permanent jobs advertised in the City of London 0.079% 0.15% 0.13%
As % of the System Software category 0.45% 0.87% 0.94%
Number of salaries quoted 6 11 14
Median annual salary £65,000 £49,337 £80,000
Median salary % change year-on-year +31.75% -38.33% -27.27%
10th Percentile £51,875 £49,337 £69,000
90th Percentile £80,625 £77,500 £110,500
Central London median annual salary £65,000 £49,337 £77,500
% change year-on-year +31.75% -36.34% -29.55%

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 the City of London with a requirement for system software skills.

All System Software Skills
City of London
Permanent vacancies with a requirement for system software skills 1,566 1,830 1,482
As % of all permanent IT jobs advertised in the City of London 17.78% 17.61% 13.89%
Number of salaries quoted 1,381 1,652 1,370
Median annual salary £65,000 £62,500 £55,000
Median salary % change year-on-year +4.00% +13.64% +4.76%
10th Percentile £28,500 £31,250 £31,250
90th Percentile £97,500 £95,000 £87,500
Central London median annual salary £65,000 £60,000 £55,000
% change year-on-year +8.33% +9.09% +10.00%

Apache Flume
Job Vacancy Trend in the City of London

Job postings citing Apache Flume as a proportion of all IT jobs advertised in the City of London.

Job vacancy trend for Apache Flume in the City of London

Apache Flume
Salary Trend in the City of London

3-month moving average salary quoted in jobs citing Apache Flume in the City of London.

Salary trend for Apache Flume in the City of London

Apache Flume
Salary Histogram in the City of London

Salary distribution for jobs citing Apache Flume in the City of London over the 6 months to 29 March 2020.

Salary histogram for Apache Flume in the City of London

For the 6 months to 29 March 2020, 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 across the City of London region with a requirement for Apache Flume.

1 6 (85.71%) Agile Software Development
1 6 (85.71%) Hadoop
1 6 (85.71%) Azure
1 6 (85.71%) Apache Hive
1 6 (85.71%) Data Engineering
2 5 (71.43%) Relational Database
2 5 (71.43%) Apache Spark
2 5 (71.43%) Big Data
2 5 (71.43%) Apache
2 5 (71.43%) ETL
2 5 (71.43%) RDBMS
3 4 (57.14%) Python
3 4 (57.14%) Data Warehouse
3 4 (57.14%) Java
3 4 (57.14%) Machine Learning
3 4 (57.14%) MapReduce
4 3 (42.86%) Apache Cassandra
4 3 (42.86%) NoSQL
4 3 (42.86%) Visual Studio Team System
4 3 (42.86%) AWS
4 3 (42.86%) TeamCity
4 3 (42.86%) Git (software)
4 3 (42.86%) Scala
4 3 (42.86%) HBase
4 3 (42.86%) Hortonworks
4 3 (42.86%) Cloudera
4 3 (42.86%) Kafka
4 3 (42.86%) Apache Pig
4 3 (42.86%) Sqoop
4 3 (42.86%) Jenkins

Apache Flume
Co-occurring IT Skills in the City of 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 5 (71.43%) Apache
1 5 (71.43%) Apache Spark
2 3 (42.86%) Apache Pig
3 2 (28.57%) Elasticsearch
Cloud Services
1 6 (85.71%) Azure
2 3 (42.86%) AWS
2 3 (42.86%) GCP
3 1 (14.29%) GitHub
3 1 (14.29%) Power Platform
Database & Business Intelligence
1 6 (85.71%) Apache Hive
1 6 (85.71%) Hadoop
2 5 (71.43%) Big Data
2 5 (71.43%) RDBMS
2 5 (71.43%) Relational Database
3 4 (57.14%) Data Warehouse
4 3 (42.86%) Apache Cassandra
4 3 (42.86%) HBase
4 3 (42.86%) NoSQL
4 3 (42.86%) Sqoop
5 1 (14.29%) Amazon Athena
5 1 (14.29%) Amazon Redshift
5 1 (14.29%) BigQuery
5 1 (14.29%) Data Lake
5 1 (14.29%) Looker
5 1 (14.29%) MongoDB
5 1 (14.29%) Pentaho
5 1 (14.29%) Power BI
5 1 (14.29%) Snowflake Schema
5 1 (14.29%) SQL Server Integration Services
Development Applications
1 3 (42.86%) Git (software)
1 3 (42.86%) Jenkins
1 3 (42.86%) JIRA
1 3 (42.86%) JUnit
1 3 (42.86%) Octopus Deploy
1 3 (42.86%) TeamCity
1 3 (42.86%) Visual Studio Team System
General
1 3 (42.86%) Retail
2 1 (14.29%) Finance
2 1 (14.29%) Marketing
Job Titles
1 6 (85.71%) Data Engineer
2 5 (71.43%) Big Data Engineer
3 1 (14.29%) Architect
3 1 (14.29%) Business Intelligence Developer
3 1 (14.29%) Data Architect
3 1 (14.29%) Developer
3 1 (14.29%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 3 (42.86%) Kafka
1 3 (42.86%) PySpark
Operating Systems
1 2 (28.57%) Linux
1 2 (28.57%) Windows
Processes & Methodologies
1 6 (85.71%) Agile Software Development
1 6 (85.71%) Data Engineering
2 5 (71.43%) ETL
3 4 (57.14%) Machine Learning
3 4 (57.14%) MapReduce
4 3 (42.86%) Continuous Integration
4 3 (42.86%) OOP
4 3 (42.86%) Operations Research
4 3 (42.86%) Software Delivery
5 2 (28.57%) Analytics
5 2 (28.57%) Business Intelligence
5 2 (28.57%) Data Modelling
5 2 (28.57%) Logical Data Model
6 1 (14.29%) Artificial Intelligence
6 1 (14.29%) Data Analysis
6 1 (14.29%) Data Architecture
6 1 (14.29%) Data Integration
6 1 (14.29%) Predictive Analytics
6 1 (14.29%) TOGAF
6 1 (14.29%) Zachman Framework
Programming Languages
1 4 (57.14%) Java
1 4 (57.14%) Python
2 3 (42.86%) Scala
2 3 (42.86%) Shell Script
2 3 (42.86%) SQL
3 1 (14.29%) C#
Quality Assurance & Compliance
1 1 (14.29%) Data Quality
System Software
1 3 (42.86%) HDFS
2 1 (14.29%) Apache ZooKeeper
Systems Management
1 3 (42.86%) Ansible
1 3 (42.86%) Hadoop YARN
1 3 (42.86%) Terraform
2 1 (14.29%) Oozie
Vendors
1 3 (42.86%) Cloudera
1 3 (42.86%) Hortonworks
1 3 (42.86%) MapR
2 2 (28.57%) Google
2 2 (28.57%) Oracle
2 2 (28.57%) Splunk
3 1 (14.29%) Informatica
3 1 (14.29%) Microsoft
3 1 (14.29%) MicroStrategy
3 1 (14.29%) SnapLogic
3 1 (14.29%) Tableau
3 1 (14.29%) Talend