Period
to 1 April 2020

The following table provides summary statistics for permanent job vacancies advertised in England 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 1 April 2020 with a comparison to the same period in the previous 2 years.

Apache Flume
UK > England
6 months to
1 Apr 2020
Same period 2019 Same period 2018
Rank 904 872 941
Rank change year-on-year -32 +69 +106
Permanent jobs citing Apache Flume 57 205 228
As % of all permanent jobs advertised in England 0.053% 0.15% 0.14%
As % of the System Software category 0.31% 0.92% 1.01%
Number of salaries quoted 57 130 172
Median annual salary £75,000 £80,000 £75,000
Median salary % change year-on-year -6.25% +6.67% -3.23%
10th Percentile £45,000 £49,337 £45,000
90th Percentile £79,400 £110,000 £102,500
UK median annual salary £75,000 £80,000 £75,000
% change year-on-year -6.25% +6.67% -1.64%

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 England with a requirement for system software skills.

All System Software Skills
England
Permanent vacancies with a requirement for system software skills 18,617 22,321 22,546
As % of all permanent IT jobs advertised in England 17.17% 16.26% 13.67%
Number of salaries quoted 15,225 18,166 18,537
Median annual salary £50,000 £50,000 £47,000
Median salary % change year-on-year - +6.38% +10.59%
10th Percentile £26,250 £26,000 £25,000
90th Percentile £86,250 £83,750 £78,750
UK median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% +5.88%

Apache Flume
Job Vacancy Trend in England

Job postings citing Apache Flume as a proportion of all IT jobs advertised in England.

Job vacancy trend for Apache Flume in England

Apache Flume
Salary Trend in England

3-month moving average salary quoted in jobs citing Apache Flume in England.

Salary trend for Apache Flume in England

Apache Flume
Salary Histogram in England

Salary distribution for jobs citing Apache Flume in England over the 6 months to 1 April 2020.

Salary histogram for Apache Flume in England

Apache Flume
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Flume within the England region over the 6 months to 1 April 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
London -47 27 £72,250 -15.00% 2
East of England +71 23 £75,000 +25.00%
South East +58 3 £58,750 -18.97%
Midlands +59 2 £50,000 -33.33% 1
South West +38 2 £42,500 -29.17%
East Midlands +25 1 £50,000 -33.33% 1
West Midlands - 1 £50,000 -
Apache Flume
UK

For the 6 months to 1 April 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 England region with a requirement for Apache Flume.

1 51 (89.47%) Big Data
2 48 (84.21%) Apache Spark
3 45 (78.95%) Kafka
3 45 (78.95%) Python
4 41 (71.93%) Apache Hive
5 34 (59.65%) Linux
5 34 (59.65%) Oozie
6 33 (57.89%) Hadoop
7 30 (52.63%) Data Warehouse
8 29 (50.88%) Data Engineering
9 28 (49.12%) Agile Software Development
10 27 (47.37%) Impala
10 27 (47.37%) Analytical Skills
11 26 (45.61%) Scrum
12 24 (42.11%) Data Modelling
13 23 (40.35%) Shell Script
14 22 (38.60%) Logical Data Model
15 21 (36.84%) Physical Data Model
15 21 (36.84%) MapReduce
15 21 (36.84%) Unix
16 20 (35.09%) OLTP
16 20 (35.09%) Relational Database
16 20 (35.09%) Apache Kudu
17 19 (33.33%) Conceptual Models
17 19 (33.33%) Data Science
17 19 (33.33%) Stakeholder Management
17 19 (33.33%) Business Intelligence
18 18 (31.58%) Machine Learning
18 18 (31.58%) Analytics
19 17 (29.82%) Apache Cassandra

Apache Flume
Co-occurring IT Skills in England 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 48 (84.21%) Apache Spark
2 12 (21.05%) Elasticsearch
3 9 (15.79%) Apache
4 8 (14.04%) Apache Pig
5 4 (7.02%) Cloud Foundry
6 1 (1.75%) Apache Solr
Applications
1 2 (3.51%) Gephi
Cloud Services
1 12 (21.05%) AWS
2 9 (15.79%) Amazon EMR
3 8 (14.04%) Serverless
4 6 (10.53%) Azure
5 5 (8.77%) Amazon EC2
5 5 (8.77%) Amazon Kinesis
5 5 (8.77%) Amazon S3
5 5 (8.77%) AWS Data Pipeline
5 5 (8.77%) AWS Lambda
6 4 (7.02%) Cloud Computing
7 3 (5.26%) GCP
8 1 (1.75%) Power Platform
Communications & Networking
1 4 (7.02%) SSL
2 3 (5.26%) DNS
2 3 (5.26%) Ethernet
2 3 (5.26%) Firewall
2 3 (5.26%) HTTP
2 3 (5.26%) Intrusion Detection
2 3 (5.26%) MPLS
2 3 (5.26%) VPN
Database & Business Intelligence
1 51 (89.47%) Big Data
2 41 (71.93%) Apache Hive
3 33 (57.89%) Hadoop
4 30 (52.63%) Data Warehouse
5 27 (47.37%) Impala
6 20 (35.09%) Apache Kudu
6 20 (35.09%) OLTP
6 20 (35.09%) Relational Database
7 17 (29.82%) Apache Cassandra
7 17 (29.82%) NoSQL
8 16 (28.07%) RDBMS
9 13 (22.81%) HBase
10 10 (17.54%) MongoDB
11 9 (15.79%) Sqoop
12 7 (12.28%) SQL Server
13 6 (10.53%) Amazon Athena
13 6 (10.53%) Amazon Redshift
14 5 (8.77%) Amazon DynamoDB
14 5 (8.77%) Data Lake
15 4 (7.02%) Mahout
Development Applications
1 8 (14.04%) Git (software)
1 8 (14.04%) Jenkins
1 8 (14.04%) JIRA
2 5 (8.77%) Bitbucket
2 5 (8.77%) Bitbucket Server
2 5 (8.77%) git-flow
3 3 (5.26%) JUnit
3 3 (5.26%) Octopus Deploy
3 3 (5.26%) TeamCity
3 3 (5.26%) Visual Studio Team System
4 1 (1.75%) Sonatype Nexus
General
1 5 (8.77%) Finance
2 3 (5.26%) Retail
3 2 (3.51%) Legal
4 1 (1.75%) Financial Institution
4 1 (1.75%) Marketing
Job Titles
1 24 (42.11%) Architect
2 21 (36.84%) Data Architect
3 17 (29.82%) Data Engineer
4 16 (28.07%) Big Data Engineer
5 10 (17.54%) Tableau Architect
6 8 (14.04%) Business Intelligence Architect
6 8 (14.04%) DevOps Engineer
7 7 (12.28%) Big Data Architect
7 7 (12.28%) Hadoop Architect
7 7 (12.28%) Senior Data Engineer
7 7 (12.28%) Technical Architect
8 5 (8.77%) Analyst
8 5 (8.77%) AWS Engineer
8 5 (8.77%) Data Analyst
8 5 (8.77%) Java Engineer
8 5 (8.77%) Python Engineer
8 5 (8.77%) Senior Java Engineer
9 4 (7.02%) Data Analytics Director
9 4 (7.02%) Data Science Director
9 4 (7.02%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 45 (78.95%) Kafka
2 9 (15.79%) Elastic Stack
3 5 (8.77%) RabbitMQ
4 4 (7.02%) LAMP
4 4 (7.02%) Web Services
5 3 (5.26%) PySpark
6 1 (1.75%) HTML
6 1 (1.75%) Natural Language Processing
6 1 (1.75%) Spark Streaming
Miscellaneous
1 27 (47.37%) Analytical Skills
2 5 (8.77%) Analytical Mindset
2 5 (8.77%) Cyber Kill Chain
3 4 (7.02%) Virtual Team
4 3 (5.26%) Data Structures
4 3 (5.26%) Management Information System
4 3 (5.26%) Reference Data
5 1 (1.75%) Algorithms
5 1 (1.75%) Cloud Native
Operating Systems
1 34 (59.65%) Linux
2 21 (36.84%) Unix
3 2 (3.51%) Windows
Processes & Methodologies
1 29 (50.88%) Data Engineering
2 28 (49.12%) Agile Software Development
3 26 (45.61%) Scrum
4 24 (42.11%) Data Modelling
5 22 (38.60%) Logical Data Model
6 21 (36.84%) MapReduce
6 21 (36.84%) Physical Data Model
7 19 (33.33%) Business Intelligence
7 19 (33.33%) Conceptual Models
7 19 (33.33%) Data Science
7 19 (33.33%) Stakeholder Management
8 18 (31.58%) Analytics
8 18 (31.58%) Machine Learning
9 16 (28.07%) Waterfall
10 12 (21.05%) Creative Thinking
11 10 (17.54%) Technical Leadership
12 9 (15.79%) ETL
13 8 (14.04%) Data Architecture
13 8 (14.04%) DNA
13 8 (14.04%) Migration
Programming Languages
1 45 (78.95%) Python
2 23 (40.35%) Shell Script
3 13 (22.81%) Java
3 13 (22.81%) Scala
4 9 (15.79%) SQL
5 7 (12.28%) Bash Shell
6 6 (10.53%) Perl
6 6 (10.53%) R
7 5 (8.77%) C
8 1 (1.75%) C#
8 1 (1.75%) HiveQL
8 1 (1.75%) MATLAB
8 1 (1.75%) PHP
8 1 (1.75%) PL/SQL
8 1 (1.75%) Ruby
Qualifications
1 5 (8.77%) Computer Science Degree
1 5 (8.77%) Degree
2 3 (5.26%) CCNA
2 3 (5.26%) CEH
2 3 (5.26%) Cisco Certification
2 3 (5.26%) CISSP
2 3 (5.26%) CompTIA Security+
2 3 (5.26%) GIAC
2 3 (5.26%) Linux+ Certification
2 3 (5.26%) MCSE
2 3 (5.26%) Microsoft Certification
2 3 (5.26%) Network+ Certification
2 3 (5.26%) SANS
2 3 (5.26%) SSCP
3 2 (3.51%) DV Cleared
3 2 (3.51%) Security Cleared
4 1 (1.75%) PhD
Quality Assurance & Compliance
1 5 (8.77%) Data Quality
System Software
1 15 (26.32%) HDFS
2 13 (22.81%) Apache ZooKeeper
3 8 (14.04%) Docker
Systems Management
1 34 (59.65%) Oozie
2 11 (19.30%) Ansible
3 8 (14.04%) Mesos
4 4 (7.02%) Chronos
4 4 (7.02%) Grafana
4 4 (7.02%) Hadoop YARN
4 4 (7.02%) HAProxy
4 4 (7.02%) Marathon
4 4 (7.02%) Nagios
4 4 (7.02%) Prometheus
5 3 (5.26%) Terraform
6 2 (3.51%) Kibana
Vendors
1 14 (24.56%) Tableau
2 8 (14.04%) Cloudera
2 8 (14.04%) Splunk
3 4 (7.02%) Hortonworks
3 4 (7.02%) Microsoft
4 3 (5.26%) MapR
5 2 (3.51%) BT
5 2 (3.51%) Google
5 2 (3.51%) Oracle
6 1 (1.75%) MicroStrategy
6 1 (1.75%) SnapLogic