Period
to 3 July 2020

The following table provides summary statistics for permanent job vacancies 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 3 July 2020 with a comparison to the same period in the previous 2 years.

Apache Flume
UK
6 months to
3 Jul 2020
Same period 2019 Same period 2018
Rank 807 943 942
Rank change year-on-year +136 -1 +123
Permanent jobs citing Apache Flume 37 175 278
As % of all permanent jobs advertised in the UK 0.047% 0.12% 0.16%
As % of the System Software category 0.27% 0.71% 1.09%
Number of salaries quoted 30 139 192
Median annual salary £72,500 £75,000 £75,000
Median salary % change year-on-year -3.33% - +3.45%
10th Percentile £45,000 £49,337 £46,600
90th Percentile £79,475 £106,250 £100,000
UK excluding London median annual salary £75,000 £50,000 £72,500
% change year-on-year +50.00% -31.03% +9.43%

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 with a requirement for system software skills.

All System Software Skills
UK
Permanent vacancies with a requirement for system software skills 13,942 24,749 25,407
As % of all permanent IT jobs advertised in the UK 17.61% 16.89% 14.34%
Number of salaries quoted 11,356 20,319 20,630
Median annual salary £52,500 £50,000 £47,500
Median salary % change year-on-year +5.00% +5.26% +11.76%
10th Percentile £28,000 £25,750 £25,000
90th Percentile £87,500 £85,000 £80,000
UK excluding London median annual salary £45,000 £42,500 £41,500
% change year-on-year +5.88% +2.41% +10.67%

Apache Flume
Job Vacancy Trend

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

Job vacancy trend for Apache Flume in the UK

Apache Flume
Salary Trend

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

Salary trend for Apache Flume in the UK

Apache Flume
Salary Histogram

Salary distribution for jobs citing Apache Flume over the 6 months to 3 July 2020.

Salary histogram for Apache Flume in the UK

Apache Flume
Top 10 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Flume within the UK over the 6 months to 3 July 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
England +145 36 £72,500 -3.33% 1
London +75 22 £72,000 -15.29%
UK excluding London +191 14 £75,000 +50.00% 1
East of England +87 9 £76,000 +52.00%
Work from Home +49 5 £76,000 -5.00% 1
Midlands +119 3 £50,000 -37.50% 1
West Midlands - 2 £50,000 -
South East +127 1 £55,000 -8.33%
South West +77 1 £50,000 -
East Midlands +62 1 £50,000 -37.50% 1

For the 6 months to 3 July 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 with a requirement for Apache Flume.

1 31 (83.78%) Big Data
2 28 (75.68%) Apache Spark
2 28 (75.68%) Python
3 26 (70.27%) Apache Hive
4 25 (67.57%) Kafka
5 23 (62.16%) Hadoop
6 22 (59.46%) Agile Software Development
7 19 (51.35%) Data Warehouse
7 19 (51.35%) Analytics
8 18 (48.65%) Data Engineering
9 16 (43.24%) Oozie
9 16 (43.24%) Relational Database
9 16 (43.24%) Data Science
10 15 (40.54%) Linux
10 15 (40.54%) Scrum
10 15 (40.54%) MapReduce
11 14 (37.84%) NoSQL
11 14 (37.84%) Java
11 14 (37.84%) Impala
12 13 (35.14%) Shell Script
12 13 (35.14%) AWS
13 12 (32.43%) Apache Cassandra
13 12 (32.43%) RDBMS
14 11 (29.73%) Data Modelling
14 11 (29.73%) SQL
14 11 (29.73%) Scala
14 11 (29.73%) Machine Learning
14 11 (29.73%) Logical Data Model
15 10 (27.03%) Analytical Skills
15 10 (27.03%) HBase

Apache Flume
Co-occurring IT Skills 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 28 (75.68%) Apache Spark
2 8 (21.62%) Elasticsearch
3 7 (18.92%) Apache
3 7 (18.92%) Apache Pig
4 4 (10.81%) Cloud Foundry
Applications
1 2 (5.41%) Gephi
Cloud Services
1 13 (35.14%) AWS
2 8 (21.62%) Amazon EMR
3 7 (18.92%) Azure
4 6 (16.22%) Serverless
5 4 (10.81%) Amazon EC2
5 4 (10.81%) Amazon Kinesis
5 4 (10.81%) Amazon S3
5 4 (10.81%) AWS Data Pipeline
5 4 (10.81%) AWS Lambda
5 4 (10.81%) Cloud Computing
5 4 (10.81%) GCP
6 2 (5.41%) Power Platform
Communications & Networking
1 4 (10.81%) SSL
2 2 (5.41%) DNS
2 2 (5.41%) Ethernet
2 2 (5.41%) Firewall
2 2 (5.41%) HTTP
2 2 (5.41%) Intrusion Detection
2 2 (5.41%) MPLS
2 2 (5.41%) VPN
Database & Business Intelligence
1 31 (83.78%) Big Data
2 26 (70.27%) Apache Hive
3 23 (62.16%) Hadoop
4 19 (51.35%) Data Warehouse
5 16 (43.24%) Relational Database
6 14 (37.84%) Impala
6 14 (37.84%) NoSQL
7 12 (32.43%) Apache Cassandra
7 12 (32.43%) RDBMS
8 10 (27.03%) HBase
9 9 (24.32%) Sqoop
10 8 (21.62%) Apache Kudu
10 8 (21.62%) OLTP
11 6 (16.22%) Amazon Athena
11 6 (16.22%) Amazon Redshift
11 6 (16.22%) MongoDB
12 5 (13.51%) SQL Server
13 4 (10.81%) Amazon DynamoDB
13 4 (10.81%) Mahout
14 2 (5.41%) Oracle Database
Development Applications
1 7 (18.92%) Git (software)
1 7 (18.92%) JIRA
2 6 (16.22%) Jenkins
3 5 (13.51%) TeamCity
4 3 (8.11%) JUnit
4 3 (8.11%) Octopus Deploy
4 3 (8.11%) Visual Studio Team System
5 2 (5.41%) Bitbucket
5 2 (5.41%) Bitbucket Server
5 2 (5.41%) git-flow
5 2 (5.41%) Maven
6 1 (2.70%) Sonatype Nexus
General
1 3 (8.11%) Finance
1 3 (8.11%) Retail
2 2 (5.41%) Banking
2 2 (5.41%) Investment Banking
2 2 (5.41%) Legal
2 2 (5.41%) Marketing
Job Titles
1 15 (40.54%) Data Engineer
2 13 (35.14%) Big Data Engineer
3 10 (27.03%) Architect
3 10 (27.03%) Data Architect
4 5 (13.51%) Business Intelligence Architect
4 5 (13.51%) Developer
4 5 (13.51%) Senior Data Engineer
4 5 (13.51%) Tableau Architect
5 4 (10.81%) AWS Engineer
5 4 (10.81%) Data Analytics Director
5 4 (10.81%) Data Science Director
5 4 (10.81%) DevOps Engineer
5 4 (10.81%) Java Engineer
5 4 (10.81%) Python Engineer
5 4 (10.81%) Senior Java Engineer
6 3 (8.11%) Big Data Architect
6 3 (8.11%) Technical Architect
7 2 (5.41%) Analyst
7 2 (5.41%) ETL Developer
7 2 (5.41%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 25 (67.57%) Kafka
2 4 (10.81%) Elastic Stack
2 4 (10.81%) RabbitMQ
2 4 (10.81%) Web Services
3 3 (8.11%) PySpark
4 2 (5.41%) HTML
4 2 (5.41%) LAMP
Miscellaneous
1 10 (27.03%) Analytical Skills
2 4 (10.81%) Virtual Team
3 2 (5.41%) Analytical Mindset
3 2 (5.41%) Cyber Kill Chain
3 2 (5.41%) Data Structures
3 2 (5.41%) Management Information System
3 2 (5.41%) Reference Data
Operating Systems
1 15 (40.54%) Linux
2 10 (27.03%) Unix
3 2 (5.41%) Windows
Processes & Methodologies
1 22 (59.46%) Agile Software Development
2 19 (51.35%) Analytics
3 18 (48.65%) Data Engineering
4 16 (43.24%) Data Science
5 15 (40.54%) MapReduce
5 15 (40.54%) Scrum
6 11 (29.73%) Data Modelling
6 11 (29.73%) Logical Data Model
6 11 (29.73%) Machine Learning
7 9 (24.32%) Business Intelligence
7 9 (24.32%) ETL
7 9 (24.32%) Physical Data Model
8 8 (21.62%) Creative Thinking
8 8 (21.62%) Stakeholder Management
9 7 (18.92%) Conceptual Models
9 7 (18.92%) Technical Leadership
9 7 (18.92%) Waterfall
10 6 (16.22%) Data Architecture
10 6 (16.22%) Data Strategy
10 6 (16.22%) Mentoring
Programming Languages
1 28 (75.68%) Python
2 14 (37.84%) Java
3 13 (35.14%) Shell Script
4 11 (29.73%) Scala
4 11 (29.73%) SQL
5 4 (10.81%) PL/SQL
6 2 (5.41%) Bash Shell
6 2 (5.41%) C
6 2 (5.41%) C#
6 2 (5.41%) HiveQL
6 2 (5.41%) Perl
6 2 (5.41%) R
Qualifications
1 4 (10.81%) Computer Science Degree
1 4 (10.81%) Degree
2 2 (5.41%) CCNA
2 2 (5.41%) CEH
2 2 (5.41%) Cisco Certification
2 2 (5.41%) CISSP
2 2 (5.41%) CompTIA Security+
2 2 (5.41%) DV Cleared
2 2 (5.41%) GIAC
2 2 (5.41%) Linux+ Certification
2 2 (5.41%) MCSE
2 2 (5.41%) Microsoft Certification
2 2 (5.41%) Network+ Certification
2 2 (5.41%) SANS
2 2 (5.41%) Security Cleared
2 2 (5.41%) SSCP
Quality Assurance & Compliance
1 4 (10.81%) Data Quality
System Software
1 8 (21.62%) Apache ZooKeeper
1 8 (21.62%) HDFS
2 4 (10.81%) Docker
Systems Management
1 16 (43.24%) Oozie
2 7 (18.92%) Ansible
3 4 (10.81%) Mesos
4 3 (8.11%) Hadoop YARN
4 3 (8.11%) Terraform
5 2 (5.41%) Chronos
5 2 (5.41%) Grafana
5 2 (5.41%) HAProxy
5 2 (5.41%) Kibana
5 2 (5.41%) Marathon
5 2 (5.41%) Nagios
5 2 (5.41%) Prometheus
Vendors
1 9 (24.32%) Tableau
2 7 (18.92%) Cloudera
3 6 (16.22%) Splunk
4 4 (10.81%) Oracle
5 3 (8.11%) Hortonworks
5 3 (8.11%) MapR
6 2 (5.41%) BT
6 2 (5.41%) Google
6 2 (5.41%) Microsoft
6 2 (5.41%) MicroStrategy
6 2 (5.41%) SnapLogic