Period
to 14 November 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 14 November 2019 with a comparison to the same period in the previous 2 years.

Apache Flume
England > London
6 months to
14 Nov 2019
Same period 2018 Same period 2017
Rank 688 689 748
Rank change year-on-year +1 +59 +7
Permanent jobs citing Apache Flume 35 116 115
As % of all permanent IT jobs advertised in London 0.064% 0.17% 0.15%
As % of the System Software category 0.36% 1.08% 1.14%
Number of salaries quoted 30 74 83
London median annual salary £60,000 £85,000 £75,000
Median salary % change year-on-year -29.41% +13.33% -
10th Percentile £49,875 £63,750 £46,500
90th Percentile £85,100 £110,000 £107,000
England median annual salary £50,000 £85,000 £72,500
% change year-on-year -41.18% +17.24% +18.37%

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 9,683 10,752 10,068
As % of all permanent IT jobs advertised in London 17.67% 15.92% 13.27%
Number of salaries quoted 8,010 9,008 8,540
London median annual salary £65,000 £60,000 £55,000
Median salary % change year-on-year +8.33% +9.09% +10.00%
10th Percentile £29,500 £29,000 £28,000
90th Percentile £95,000 £90,000 £85,000
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 14 November 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 14 November 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 +10 9 £70,000 -17.65%
Apache Flume
England

For the 6 months to 14 November 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 29 (82.86%) Kafka
1 29 (82.86%) Apache Spark
2 26 (74.29%) Big Data
2 26 (74.29%) Apache Hive
3 25 (71.43%) Python
4 23 (65.71%) Hadoop
5 22 (62.86%) Oozie
6 19 (54.29%) MapReduce
7 18 (51.43%) Impala
7 18 (51.43%) Sqoop
7 18 (51.43%) Analytical Skills
8 16 (45.71%) Data Modelling
9 15 (42.86%) SQL
9 15 (42.86%) HBase
10 14 (40.00%) Linux
11 13 (37.14%) Java
11 13 (37.14%) Machine Learning
12 12 (34.29%) Azure
12 12 (34.29%) Scala
12 12 (34.29%) Git (software)
12 12 (34.29%) JIRA
12 12 (34.29%) Business Intelligence
12 12 (34.29%) Analytics
13 11 (31.43%) AWS
13 11 (31.43%) Bash Shell
14 10 (28.57%) R
14 10 (28.57%) Visualisation
14 10 (28.57%) Agile Software Development
14 10 (28.57%) Data Warehouse
14 10 (28.57%) Problem-Solving

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 29 (82.86%) Apache Spark
2 8 (22.86%) Apache Pig
3 3 (8.57%) Apache Solr
4 2 (5.71%) Cloud Foundry
5 1 (2.86%) Apache
Applications
1 1 (2.86%) Microsoft Project
Business Applications
1 1 (2.86%) Adobe Campaign
Cloud Services
1 12 (34.29%) Azure
2 11 (31.43%) AWS
3 6 (17.14%) GCP
4 5 (14.29%) Amazon S3
4 5 (14.29%) Azure Data Factory
5 3 (8.57%) Amazon EMR
6 2 (5.71%) Amazon EC2
6 2 (5.71%) Amazon ECS
6 2 (5.71%) Cloud Computing
6 2 (5.71%) Power Platform
7 1 (2.86%) GitHub
7 1 (2.86%) Serverless
Database & Business Intelligence
1 26 (74.29%) Apache Hive
1 26 (74.29%) Big Data
2 23 (65.71%) Hadoop
3 18 (51.43%) Impala
3 18 (51.43%) Sqoop
4 15 (42.86%) HBase
5 10 (28.57%) Data Warehouse
6 9 (25.71%) NoSQL
7 5 (14.29%) Amazon Redshift
8 4 (11.43%) Data Lake
8 4 (11.43%) SQL Server Integration Services
9 3 (8.57%) Apache Cassandra
9 3 (8.57%) MongoDB
9 3 (8.57%) OLTP
9 3 (8.57%) Pentaho
9 3 (8.57%) Snowflake Schema
10 2 (5.71%) Data Mart
10 2 (5.71%) Flink
10 2 (5.71%) HCatalog
10 2 (5.71%) Power BI
Development Applications
1 12 (34.29%) Git (software)
1 12 (34.29%) JIRA
2 9 (25.71%) Bitbucket
2 9 (25.71%) Bitbucket Server
2 9 (25.71%) git-flow
3 3 (8.57%) ER Studio
3 3 (8.57%) ERwin
3 3 (8.57%) Jenkins
3 3 (8.57%) PowerDesigner
4 1 (2.86%) SonarQube
4 1 (2.86%) Subversion
General
1 9 (25.71%) Finance
2 4 (11.43%) Banking
3 2 (5.71%) Marketing
3 2 (5.71%) Retail
4 1 (2.86%) Legal
4 1 (2.86%) Public Sector
Job Titles
1 11 (31.43%) Developer
2 8 (22.86%) Consultant
2 8 (22.86%) Data Consultant
3 7 (20.00%) Big Data Developer
3 7 (20.00%) Data Engineer
4 6 (17.14%) Architect
4 6 (17.14%) Data Architect
5 5 (14.29%) Analyst
5 5 (14.29%) Data Analyst
6 4 (11.43%) Big Data Architect
6 4 (11.43%) Business Intelligence Developer
6 4 (11.43%) Data Scientist
7 3 (8.57%) Cloud Architect
7 3 (8.57%) Senior Business Intelligence Developer
7 3 (8.57%) Senior Developer
8 2 (5.71%) Big Data Engineer
8 2 (5.71%) Cloud Developer
8 2 (5.71%) Hadoop Developer
8 2 (5.71%) Lead Software Engineer
8 2 (5.71%) Software Engineer
Libraries, Frameworks & Software Standards
1 29 (82.86%) Kafka
2 9 (25.71%) Elastic Stack
3 3 (8.57%) Apache NiFi
4 2 (5.71%) Dask
4 2 (5.71%) Natural Language Processing
4 2 (5.71%) NumPy
4 2 (5.71%) Pandas
5 1 (2.86%) .NET
5 1 (2.86%) Akka
5 1 (2.86%) Apache Avro
5 1 (2.86%) LAPP Stack
5 1 (2.86%) PySpark
5 1 (2.86%) Web Services
Miscellaneous
1 18 (51.43%) Analytical Skills
2 9 (25.71%) Analytical Mindset
2 9 (25.71%) Cyber Kill Chain
3 4 (11.43%) Algorithms
3 4 (11.43%) Data Structures
4 2 (5.71%) Data Centre
4 2 (5.71%) Public Cloud
4 2 (5.71%) Social Network
5 1 (2.86%) Greenfield Project
5 1 (2.86%) Life Science
5 1 (2.86%) Management Information System
5 1 (2.86%) Replication
5 1 (2.86%) Robotics
5 1 (2.86%) Virtual Team
Operating Systems
1 14 (40.00%) Linux
Processes & Methodologies
1 19 (54.29%) MapReduce
2 16 (45.71%) Data Modelling
3 13 (37.14%) Machine Learning
4 12 (34.29%) Analytics
4 12 (34.29%) Business Intelligence
5 10 (28.57%) Agile Software Development
5 10 (28.57%) Problem-Solving
5 10 (28.57%) Visualisation
6 9 (25.71%) Cybersecurity
6 9 (25.71%) Data Analysis
6 9 (25.71%) Kanban
6 9 (25.71%) Mathematics
6 9 (25.71%) OSINT
6 9 (25.71%) Scrum
7 6 (17.14%) Data Integration
7 6 (17.14%) Data Science
8 5 (14.29%) SDLC
9 4 (11.43%) DevOps
9 4 (11.43%) Investment Management
10 3 (8.57%) Logistics
Programming Languages
1 25 (71.43%) Python
2 15 (42.86%) SQL
3 13 (37.14%) Java
4 12 (34.29%) Scala
5 11 (31.43%) Bash Shell
6 10 (28.57%) R
7 9 (25.71%) C
7 9 (25.71%) Perl
8 2 (5.71%) C#
9 1 (2.86%) C++
Qualifications
1 1 (2.86%) PhD
1 1 (2.86%) Security Cleared
Quality Assurance & Compliance
1 3 (8.57%) Data Quality
1 3 (8.57%) QA
2 1 (2.86%) GDPR
2 1 (2.86%) ISO/IEC 27001
System Software
1 5 (14.29%) HDFS
2 4 (11.43%) Apache ZooKeeper
3 2 (5.71%) Cronacle
3 2 (5.71%) Docker
Systems Management
1 22 (62.86%) Oozie
2 3 (8.57%) Hadoop YARN
3 2 (5.71%) Control-M
3 2 (5.71%) Kubernetes
3 2 (5.71%) Rancher
4 1 (2.86%) Ansible
Vendors
1 9 (25.71%) Cloudera
1 9 (25.71%) Splunk
2 4 (11.43%) Google
2 4 (11.43%) Microsoft
2 4 (11.43%) Talend
3 3 (8.57%) Databricks
3 3 (8.57%) Hortonworks
3 3 (8.57%) Tableau
4 1 (2.86%) Adobe
4 1 (2.86%) Cognos
4 1 (2.86%) IBM
4 1 (2.86%) Informatica
4 1 (2.86%) MapR
4 1 (2.86%) MicroStrategy
4 1 (2.86%) Salesforce Marketing Cloud
4 1 (2.86%) Salesforce.com
4 1 (2.86%) SAP
4 1 (2.86%) SnapLogic
4 1 (2.86%) Vertica