Period
to 24 May 2019

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 24 May 2019 with a comparison to the same period in the previous 2 years.

Apache Flume
England > London
6 months to
24 May 2019
Same period 2018 Same period 2017
Rank 605 677 717
Rank change year-on-year +72 +40 +121
Permanent jobs citing Apache Flume 140 142 114
As % of all permanent IT jobs advertised in London 0.24% 0.20% 0.17%
As % of the System Software category 1.43% 1.40% 1.30%
Number of salaries quoted 91 116 94
London median annual salary £85,000 £80,000 £75,000
Median salary % change year-on-year +6.25% +6.67% +7.14%
10th Percentile £56,250 £57,500 £47,500
90th Percentile £113,750 £110,000 £115,000
England median annual salary £80,000 £75,000 £75,000
% change year-on-year +6.67% - +25.00%

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 advertised in London with a requirement for system software skills.

All System Software Skills
London
Permanent vacancies with a requirement for system software skills 9,779 10,166 8,756
As % of all permanent IT jobs advertised in London 16.66% 14.67% 12.81%
Number of salaries quoted 8,149 8,513 7,486
London median annual salary £62,500 £57,500 £53,500
Median salary % change year-on-year +8.70% +7.48% +7.00%
10th Percentile £30,000 £29,750 £27,500
90th Percentile £95,000 £90,000 £82,500
England median annual salary £50,000 £47,500 £42,500
% change year-on-year +5.26% +11.76% +2.41%

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 24 May 2019.

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 24 May 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
Central London +33 17 £49,337 -38.90%
Apache Flume
England

For the 6 months to 24 May 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 across the London region with a requirement for Apache Flume.

1 131 (93.57%) Big Data
2 130 (92.86%) Apache Spark
3 127 (90.71%) Kafka
4 123 (87.86%) Hadoop
5 116 (82.86%) Agile Software Development
6 114 (81.43%) Java
6 114 (81.43%) Python
7 113 (80.71%) Apache Hive
8 111 (79.29%) HBase
9 105 (75.00%) Cloudera
10 102 (72.86%) NoSQL
10 102 (72.86%) Amazon AWS
11 101 (72.14%) Scala
12 96 (68.57%) Impala
13 92 (65.71%) Oozie
14 91 (65.00%) Hortonworks
14 91 (65.00%) Apache Pig
15 89 (63.57%) Apache Cassandra
16 86 (61.43%) MapReduce
16 86 (61.43%) Hadoop YARN
17 83 (59.29%) Amazon Redshift
18 82 (58.57%) MapR
18 82 (58.57%) Elasticsearch
19 80 (57.14%) Data Science
20 77 (55.00%) Flink
20 77 (55.00%) Databricks
20 77 (55.00%) CouchDB
20 77 (55.00%) Scrum
21 76 (54.29%) Couchbase
22 67 (47.86%) Kanban

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
1 130 (92.86%) Apache Spark
2 91 (65.00%) Apache Pig
3 82 (58.57%) Elasticsearch
4 39 (27.86%) Apache Solr
5 17 (12.14%) Apache
6 1 (0.71%) Cloud Foundry
Business Applications
1 1 (0.71%) Adobe Campaign
Cloud Services
1 102 (72.86%) Amazon AWS
2 25 (17.86%) Microsoft Azure
3 19 (13.57%) Google Cloud Platform
4 16 (11.43%) Amazon S3
5 15 (10.71%) Amazon EMR
6 12 (8.57%) Amazon Kinesis
7 10 (7.14%) GitHub
8 8 (5.71%) Cloud Computing
9 6 (4.29%) Power Platform
10 3 (2.14%) AWS Data Pipeline
10 3 (2.14%) Boomi
10 3 (2.14%) Serverless
11 2 (1.43%) Amazon EC2
11 2 (1.43%) IBM Cloud
12 1 (0.71%) Azure Data Factory
12 1 (0.71%) SaaS
Communications & Networking
1 16 (11.43%) Internet
2 2 (1.43%) HTTP
2 2 (1.43%) TCP/IP
Database & Business Intelligence
1 131 (93.57%) Big Data
2 123 (87.86%) Hadoop
3 113 (80.71%) Apache Hive
4 111 (79.29%) HBase
5 102 (72.86%) NoSQL
6 96 (68.57%) Impala
7 89 (63.57%) Apache Cassandra
8 83 (59.29%) Amazon Redshift
9 77 (55.00%) CouchDB
9 77 (55.00%) Flink
10 76 (54.29%) Couchbase
11 47 (33.57%) Data Warehouse
12 31 (22.14%) Pentaho
12 31 (22.14%) Sqoop
13 25 (17.86%) DataStage
14 21 (15.00%) SQL Server
15 18 (12.86%) MySQL
16 15 (10.71%) BigQuery
17 14 (10.00%) MongoDB
18 13 (9.29%) Oracle OLAP
Development Applications
1 3 (2.14%) JIRA
2 2 (1.43%) ERwin
2 2 (1.43%) Git (software)
2 2 (1.43%) Maven
2 2 (1.43%) SonarQube
2 2 (1.43%) Travis CI
3 1 (0.71%) ER Studio
3 1 (0.71%) PowerDesigner
3 1 (0.71%) TestRail
General
1 21 (15.00%) Banking
2 14 (10.00%) Retail
3 13 (9.29%) Games
4 9 (6.43%) Finance
5 3 (2.14%) Legal
6 2 (1.43%) Manufacturing
6 2 (1.43%) Marketing
6 2 (1.43%) Telecoms
Job Titles
1 73 (52.14%) Data Engineer
2 53 (37.86%) Big Data Engineer
3 25 (17.86%) Architect
4 23 (16.43%) Data Architect
5 20 (14.29%) Big Data Architect
6 14 (10.00%) Senior Data Engineer
7 13 (9.29%) Games Engineer
8 12 (8.57%) DevOps Engineer
8 12 (8.57%) Senior DevOps
8 12 (8.57%) Senior DevOps Engineer
9 10 (7.14%) Developer
10 8 (5.71%) Python Engineer
11 7 (5.00%) Business Intelligence Developer
12 6 (4.29%) Big Data Consultant
12 6 (4.29%) Cloud Consultant
12 6 (4.29%) Consultant
12 6 (4.29%) Data Consultant
13 5 (3.57%) Head of Data Management
13 5 (3.57%) Senior Developer
13 5 (3.57%) Solutions Architect
Libraries, Frameworks & Software Standards
1 127 (90.71%) Kafka
2 15 (10.71%) Elastic Stack
3 14 (10.00%) .NET
4 13 (9.29%) LAMP
5 10 (7.14%) Spark Streaming
6 8 (5.71%) LAPP Stack
7 6 (4.29%) PySpark
8 5 (3.57%) Apache NiFi
8 5 (3.57%) Web Services
9 3 (2.14%) MDX
9 3 (2.14%) TensorFlow
10 2 (1.43%) Akka
10 2 (1.43%) Apache Camel
10 2 (1.43%) JAX-RS
10 2 (1.43%) JSON
10 2 (1.43%) Natural Language Processing
10 2 (1.43%) RabbitMQ
10 2 (1.43%) REST
10 2 (1.43%) RESTful
10 2 (1.43%) XML
Miscellaneous
1 13 (9.29%) Data Structures
2 11 (7.86%) Cloud Native
3 4 (2.86%) Self-Motivation
4 3 (2.14%) Virtual Team
5 2 (1.43%) Algorithms
5 2 (1.43%) FMCG
5 2 (1.43%) Greenfield Project
6 1 (0.71%) Analytical Skills
6 1 (0.71%) Cyberthreat
6 1 (0.71%) Data Centre
6 1 (0.71%) Public Cloud
Operating Systems
1 31 (22.14%) Linux
2 13 (9.29%) Unix
3 3 (2.14%) Windows
Processes & Methodologies
1 116 (82.86%) Agile Software Development
2 86 (61.43%) MapReduce
3 80 (57.14%) Data Science
4 77 (55.00%) Scrum
5 67 (47.86%) Kanban
6 64 (45.71%) Analytics
7 51 (36.43%) ETL
8 28 (20.00%) Data Architecture
8 28 (20.00%) Machine Learning
9 23 (16.43%) DevOps
10 18 (12.86%) Data Integration
10 18 (12.86%) Data Modelling
11 17 (12.14%) Data Engineering
11 17 (12.14%) Software Engineering
12 16 (11.43%) Data Analytics
12 16 (11.43%) Data Strategy
13 15 (10.71%) Business Intelligence
14 14 (10.00%) Mentoring
14 14 (10.00%) Microservices
15 13 (9.29%) Data Analysis
Programming Languages
1 114 (81.43%) Java
1 114 (81.43%) Python
2 101 (72.14%) Scala
3 26 (18.57%) SQL
4 13 (9.29%) C#
4 13 (9.29%) Shell Script
5 9 (6.43%) PL/SQL
5 9 (6.43%) T-SQL
6 7 (5.00%) R
7 6 (4.29%) HiveQL
8 3 (2.14%) C
8 3 (2.14%) Data Analysis Expressions (DAX)
9 2 (1.43%) C++
9 2 (1.43%) Kotlin
10 1 (0.71%) JavaScript
10 1 (0.71%) Ruby
Qualifications
1 9 (6.43%) Degree
2 3 (2.14%) Master's Degree
3 2 (1.43%) PhD
4 1 (0.71%) Security Cleared
Quality Assurance & Compliance
1 9 (6.43%) GDPR
2 5 (3.57%) Data Quality
3 4 (2.86%) QA
4 2 (1.43%) ISO/IEC 27001
System Software
1 34 (24.29%) HDFS
2 14 (10.00%) Docker
3 5 (3.57%) Apache ZooKeeper
Systems Management
1 92 (65.71%) Oozie
2 86 (61.43%) Hadoop YARN
3 12 (8.57%) Ansible
3 12 (8.57%) Marathon
3 12 (8.57%) Mesos
4 4 (2.86%) Kubernetes
5 3 (2.14%) Kibana
6 1 (0.71%) HP ALM
Vendors
1 105 (75.00%) Cloudera
2 91 (65.00%) Hortonworks
3 82 (58.57%) MapR
4 77 (55.00%) Databricks
5 37 (26.43%) Informatica
6 36 (25.71%) Talend
7 25 (17.86%) Oracle
8 12 (8.57%) IBM
9 9 (6.43%) Microsoft
10 8 (5.71%) Google
10 8 (5.71%) Teradata
11 5 (3.57%) Tableau
12 4 (2.86%) SAP
13 3 (2.14%) Cognos
13 3 (2.14%) Dell
13 3 (2.14%) MicroStrategy
13 3 (2.14%) MuleSoft
13 3 (2.14%) Red Hat
13 3 (2.14%) SnapLogic
14 1 (0.71%) Salesforce Marketing Cloud