Period
to 25 February 2020

The following table provides summary statistics for permanent job vacancies advertised in 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 25 February 2020 with a comparison to the same period in the previous 2 years.

Apache Flume
England > London
6 months to
25 Feb 2020
Same period 2019 Same period 2018
Rank 684 648 716
Rank change year-on-year -36 +68 -26
Permanent jobs citing Apache Flume 29 135 118
As % of all permanent IT jobs advertised in London 0.057% 0.22% 0.17%
As % of the System Software category 0.33% 1.33% 1.23%
Number of salaries quoted 17 79 100
London median annual salary £70,000 £85,000 £80,000
Median salary % change year-on-year -17.65% +6.25% +4.92%
10th Percentile £47,750 £51,867 £57,500
90th Percentile £78,750 £110,000 £102,500
England median annual salary £72,500 £77,500 £77,500
% change year-on-year -6.45% - +3.33%

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 London with a requirement for system software skills.

All System Software Skills
London
Permanent vacancies with a requirement for system software skills 8,917 10,144 9,616
As % of all permanent IT jobs advertised in London 17.54% 16.25% 13.90%
Number of salaries quoted 7,391 8,458 8,182
London median annual salary £62,500 £60,000 £55,000
Median salary % change year-on-year +4.17% +9.09% +10.00%
10th Percentile £30,000 £30,000 £29,000
90th Percentile £96,250 £92,500 £86,250
England median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% +5.88%

Apache Flume
Job Vacancy Trend in London

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

Job vacancy trend for Apache Flume in London

Apache Flume
Salary Trend in London

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

Salary trend for Apache Flume in London

Apache Flume
Salary Histogram in London

The salary distribution of IT jobs citing Apache Flume in London over the 6 months to 25 February 2020.

Salary histogram for Apache Flume in London

Apache Flume
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Flume within the London region over the 6 months to 25 February 2020. 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
Central London +29 5 £65,000 +31.75%
Apache Flume
England

For the 6 months to 25 February 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 London region with a requirement for Apache Flume.

1 24 (82.76%) Big Data
2 20 (68.97%) Python
2 20 (68.97%) Apache Spark
3 19 (65.52%) Kafka
4 18 (62.07%) Hadoop
5 17 (58.62%) MapReduce
6 15 (51.72%) Apache Hive
7 14 (48.28%) Apache Cassandra
7 14 (48.28%) Analytics
7 14 (48.28%) Java
8 13 (44.83%) NoSQL
8 13 (44.83%) Machine Learning
9 12 (41.38%) Ansible
10 11 (37.93%) Relational Database
10 11 (37.93%) Oozie
10 11 (37.93%) Creative Thinking
10 11 (37.93%) Apache ZooKeeper
10 11 (37.93%) Scala
10 11 (37.93%) Linux
11 10 (34.48%) Data Warehouse
11 10 (34.48%) AWS
11 10 (34.48%) Data Science
12 9 (31.03%) Elasticsearch
12 9 (31.03%) DevOps
12 9 (31.03%) HBase
12 9 (31.03%) Sqoop
13 8 (27.59%) Apache Pig
13 8 (27.59%) Jenkins
13 8 (27.59%) Amazon EMR
13 8 (27.59%) MongoDB

Apache Flume
Co-occurring IT Skills in 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 20 (68.97%) Apache Spark
2 9 (31.03%) Elasticsearch
3 8 (27.59%) Apache Pig
4 7 (24.14%) Apache
5 3 (10.34%) Cloud Foundry
6 1 (3.45%) Apache Solr
Cloud Services
1 10 (34.48%) AWS
2 8 (27.59%) Amazon EMR
3 6 (20.69%) Azure
4 5 (17.24%) Amazon EC2
4 5 (17.24%) Amazon Kinesis
4 5 (17.24%) Amazon S3
4 5 (17.24%) AWS Data Pipeline
4 5 (17.24%) AWS Lambda
4 5 (17.24%) Serverless
5 3 (10.34%) Cloud Computing
6 1 (3.45%) GCP
6 1 (3.45%) GitHub
6 1 (3.45%) Power Platform
Database & Business Intelligence
1 24 (82.76%) Big Data
2 18 (62.07%) Hadoop
3 15 (51.72%) Apache Hive
4 14 (48.28%) Apache Cassandra
5 13 (44.83%) NoSQL
6 11 (37.93%) Relational Database
7 10 (34.48%) Data Warehouse
8 9 (31.03%) HBase
8 9 (31.03%) Sqoop
9 8 (27.59%) MongoDB
9 8 (27.59%) RDBMS
10 7 (24.14%) Amazon Redshift
11 6 (20.69%) Amazon Athena
12 5 (17.24%) Amazon DynamoDB
13 4 (13.79%) Data Lake
13 4 (13.79%) MySQL
14 3 (10.34%) Mahout
15 2 (6.90%) Impala
16 1 (3.45%) BigQuery
16 1 (3.45%) Qlik Sense
Development Applications
1 8 (27.59%) Jenkins
2 6 (20.69%) JIRA
3 5 (17.24%) Git (software)
4 3 (10.34%) JUnit
4 3 (10.34%) Octopus Deploy
4 3 (10.34%) TeamCity
4 3 (10.34%) Visual Studio Team System
5 2 (6.90%) Bitbucket
5 2 (6.90%) Bitbucket Server
5 2 (6.90%) git-flow
6 1 (3.45%) SonarQube
General
1 6 (20.69%) Finance
2 3 (10.34%) Retail
3 1 (3.45%) Marketing
Job Titles
1 14 (48.28%) Data Engineer
2 12 (41.38%) Big Data Engineer
3 8 (27.59%) DevOps Engineer
4 7 (24.14%) Senior Data Engineer
5 5 (17.24%) Architect
5 5 (17.24%) AWS Engineer
5 5 (17.24%) Data Architect
5 5 (17.24%) Java Engineer
5 5 (17.24%) Python Engineer
5 5 (17.24%) Senior Java Engineer
6 4 (13.79%) Senior DevOps
6 4 (13.79%) Senior DevOps Engineer
7 3 (10.34%) Data Analytics Director
7 3 (10.34%) Data Science Director
8 2 (6.90%) Consultant
8 2 (6.90%) Data Consultant
8 2 (6.90%) Developer
9 1 (3.45%) Data Analyst
9 1 (3.45%) QA Engineer
9 1 (3.45%) Research Engineer
Libraries, Frameworks & Software Standards
1 19 (65.52%) Kafka
2 6 (20.69%) Elastic Stack
3 5 (17.24%) RabbitMQ
4 4 (13.79%) LAMP
4 4 (13.79%) PySpark
5 3 (10.34%) Web Services
6 2 (6.90%) Natural Language Processing
Miscellaneous
1 4 (13.79%) Management Information System
2 3 (10.34%) Analytical Skills
2 3 (10.34%) Data Structures
2 3 (10.34%) Reference Data
2 3 (10.34%) Virtual Team
3 2 (6.90%) Analytical Mindset
3 2 (6.90%) Cyber Kill Chain
4 1 (3.45%) Life Science
4 1 (3.45%) Replication
4 1 (3.45%) Robotics
Operating Systems
1 11 (37.93%) Linux
Processes & Methodologies
1 17 (58.62%) MapReduce
2 14 (48.28%) Analytics
3 13 (44.83%) Machine Learning
4 11 (37.93%) Creative Thinking
5 10 (34.48%) Data Science
6 9 (31.03%) DevOps
7 8 (27.59%) Agile Software Development
7 8 (27.59%) ETL
7 8 (27.59%) Migration
8 7 (24.14%) Data Architecture
8 7 (24.14%) Data Strategy
8 7 (24.14%) DNA
8 7 (24.14%) Mentoring
9 6 (20.69%) Data Modelling
10 5 (17.24%) Computer Science
10 5 (17.24%) Data Engineering
10 5 (17.24%) Logical Data Model
10 5 (17.24%) Microservices
10 5 (17.24%) Scrum
11 4 (13.79%) Physical Data Model
Programming Languages
1 20 (68.97%) Python
2 14 (48.28%) Java
3 11 (37.93%) Scala
4 7 (24.14%) SQL
5 3 (10.34%) Shell Script
6 2 (6.90%) Bash Shell
6 2 (6.90%) C
6 2 (6.90%) C#
6 2 (6.90%) Perl
6 2 (6.90%) R
7 1 (3.45%) C++
Qualifications
1 5 (17.24%) Computer Science Degree
1 5 (17.24%) Degree
2 1 (3.45%) PhD
Quality Assurance & Compliance
1 4 (13.79%) Data Quality
2 1 (3.45%) QA
System Software
1 11 (37.93%) Apache ZooKeeper
2 8 (27.59%) Docker
3 3 (10.34%) HDFS
Systems Management
1 12 (41.38%) Ansible
2 11 (37.93%) Oozie
3 8 (27.59%) Mesos
4 4 (13.79%) Chronos
4 4 (13.79%) Grafana
4 4 (13.79%) Hadoop YARN
4 4 (13.79%) HAProxy
4 4 (13.79%) Marathon
4 4 (13.79%) Nagios
4 4 (13.79%) Prometheus
5 3 (10.34%) Terraform
Vendors
1 5 (17.24%) Cloudera
1 5 (17.24%) Hortonworks
1 5 (17.24%) Microsoft
2 3 (10.34%) MapR
3 2 (6.90%) Splunk
3 2 (6.90%) Tableau
4 1 (3.45%) Cognos
4 1 (3.45%) Informatica
4 1 (3.45%) MicroStrategy
4 1 (3.45%) SAP
4 1 (3.45%) SnapLogic
4 1 (3.45%) Talend
4 1 (3.45%) Vertica