Period
to 28 January 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 28 January 2020 with a comparison to the same period in the previous 2 years.

Apache Flume
UK
6 months to
28 Jan 2020
Same period 2019 Same period 2018
Rank 958 927 1019
Rank change year-on-year -31 +92 +7
Permanent jobs citing Apache Flume 65 188 177
As % of all permanent IT jobs advertised in the UK 0.052% 0.12% 0.10%
As % of the System Software category 0.30% 0.80% 0.78%
Number of salaries quoted 54 112 147
UK median annual salary £72,250 £76,250 £75,000
Median salary % change year-on-year -5.25% +1.67% +3.45%
10th Percentile £42,500 £49,337 £40,500
90th Percentile £79,625 £106,250 £100,000
UK excluding London median annual salary £75,000 £49,337 £63,750
% change year-on-year +52.02% -22.61% +6.25%

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 21,440 23,381 22,596
As % of all permanent IT jobs advertised in the UK 17.07% 15.48% 13.13%
Number of salaries quoted 17,479 19,073 18,773
UK median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% +5.88%
10th Percentile £25,750 £25,500 £24,000
90th Percentile £85,000 £82,500 £75,000
UK excluding London median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% +6.67%

Apache Flume
Job Vacancy Trend

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

Job vacancy trend for Apache Flume in the UK

Apache Flume
Salary Trend

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

Salary trend for Apache Flume in the UK

Apache Flume
Salary Histogram

The salary distribution of IT jobs citing Apache Flume over the 6 months to 28 January 2020.

Salary histogram for Apache Flume in the UK

Apache Flume
Top 6 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 28 January 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 -11 65 £72,250 -6.77% 13
UK excluding London +70 36 £75,000 +52.02% 7
London -31 29 £69,000 -18.82% 6
East of England +86 25 £75,000 - 7
South West - 9 £50,000 -
South East +41 2 £62,500 +4.17%

For the 6 months to 28 January 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 59 (90.77%) Big Data
1 59 (90.77%) Apache Spark
2 58 (89.23%) Kafka
3 49 (75.38%) Python
4 48 (73.85%) Apache Hive
5 47 (72.31%) Oozie
6 42 (64.62%) Analytical Skills
7 41 (63.08%) Linux
8 39 (60.00%) Impala
9 32 (49.23%) Hadoop
10 31 (47.69%) Data Warehouse
11 29 (44.62%) Scrum
12 28 (43.08%) MapReduce
13 27 (41.54%) Machine Learning
14 24 (36.92%) Data Modelling
14 24 (36.92%) Data Engineering
15 23 (35.38%) Business Intelligence
16 22 (33.85%) Elastic Stack
17 21 (32.31%) Logical Data Model
17 21 (32.31%) Shell Script
17 21 (32.31%) Agile Software Development
17 21 (32.31%) Data Science
18 20 (30.77%) Unix
18 20 (30.77%) Physical Data Model
19 19 (29.23%) Apache Kudu
19 19 (29.23%) R
19 19 (29.23%) OLTP
19 19 (29.23%) Mathematics
19 19 (29.23%) Visualisation
20 18 (27.69%) JIRA

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 59 (90.77%) Apache Spark
2 9 (13.85%) Elasticsearch
3 6 (9.23%) Apache
4 5 (7.69%) Apache Pig
5 4 (6.15%) Apache Solr
6 2 (3.08%) Cloud Foundry
Applications
1 4 (6.15%) Gephi
2 1 (1.54%) Microsoft Project
Business Applications
1 1 (1.54%) Adobe Campaign
Cloud Services
1 9 (13.85%) AWS
2 7 (10.77%) Azure
2 7 (10.77%) Serverless
3 6 (9.23%) Amazon EC2
3 6 (9.23%) Amazon EMR
3 6 (9.23%) Amazon S3
4 4 (6.15%) Amazon Kinesis
4 4 (6.15%) AWS Data Pipeline
4 4 (6.15%) AWS Lambda
5 3 (4.62%) GCP
6 2 (3.08%) Cloud Computing
7 1 (1.54%) GitHub
7 1 (1.54%) Power Platform
Communications & Networking
1 5 (7.69%) DNS
1 5 (7.69%) Ethernet
1 5 (7.69%) HTTP
1 5 (7.69%) MPLS
1 5 (7.69%) SSL
1 5 (7.69%) VPN
2 1 (1.54%) Firewall
2 1 (1.54%) Intrusion Detection
Database & Business Intelligence
1 59 (90.77%) Big Data
2 48 (73.85%) Apache Hive
3 39 (60.00%) Impala
4 32 (49.23%) Hadoop
5 31 (47.69%) Data Warehouse
6 19 (29.23%) Apache Kudu
6 19 (29.23%) OLTP
7 13 (20.00%) NoSQL
8 12 (18.46%) Apache Cassandra
8 12 (18.46%) RDBMS
8 12 (18.46%) Relational Database
9 11 (16.92%) Sqoop
10 9 (13.85%) HBase
11 8 (12.31%) Amazon Redshift
12 7 (10.77%) MongoDB
13 5 (7.69%) Amazon Athena
13 5 (7.69%) Data Lake
13 5 (7.69%) SQL Server
14 4 (6.15%) Amazon DynamoDB
14 4 (6.15%) MySQL
Development Applications
1 18 (27.69%) JIRA
2 16 (24.62%) Git (software)
3 14 (21.54%) Bitbucket
3 14 (21.54%) Bitbucket Server
3 14 (21.54%) git-flow
4 7 (10.77%) Jenkins
5 2 (3.08%) JUnit
5 2 (3.08%) Octopus Deploy
5 2 (3.08%) TeamCity
5 2 (3.08%) Visual Studio Team System
6 1 (1.54%) SonarQube
General
1 7 (10.77%) Finance
2 2 (3.08%) Marketing
2 2 (3.08%) Retail
3 1 (1.54%) Financial Institution
Job Titles
1 26 (40.00%) Architect
2 23 (35.38%) Data Architect
3 14 (21.54%) Data Engineer
4 12 (18.46%) Data Scientist
4 12 (18.46%) Hadoop Architect
5 11 (16.92%) Big Data Engineer
6 10 (15.38%) Consultant
6 10 (15.38%) Data Consultant
6 10 (15.38%) Technical Architect
7 9 (13.85%) Big Data Architect
8 8 (12.31%) Cloud Architect
8 8 (12.31%) DevOps Engineer
9 7 (10.77%) Analyst
9 7 (10.77%) Data Analyst
10 6 (9.23%) Senior Data Engineer
10 6 (9.23%) Tableau Architect
11 4 (6.15%) AWS Engineer
11 4 (6.15%) Python Engineer
11 4 (6.15%) Senior DevOps
11 4 (6.15%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 58 (89.23%) Kafka
2 22 (33.85%) Elastic Stack
3 4 (6.15%) LAMP
3 4 (6.15%) RabbitMQ
4 3 (4.62%) Natural Language Processing
4 3 (4.62%) PySpark
5 1 (1.54%) .NET
5 1 (1.54%) Apache Avro
5 1 (1.54%) Spark Streaming
5 1 (1.54%) Web Services
Miscellaneous
1 42 (64.62%) Analytical Skills
2 16 (24.62%) Cyber Kill Chain
3 14 (21.54%) Analytical Mindset
4 4 (6.15%) Cybercrime
4 4 (6.15%) Management Information System
5 3 (4.62%) Data Structures
5 3 (4.62%) Reference Data
6 2 (3.08%) Data Centre
6 2 (3.08%) Public Cloud
6 2 (3.08%) Social Network
7 1 (1.54%) Algorithms
7 1 (1.54%) Cloud Native
7 1 (1.54%) Life Science
7 1 (1.54%) Replication
7 1 (1.54%) Robotics
7 1 (1.54%) Virtual Team
Operating Systems
1 41 (63.08%) Linux
2 20 (30.77%) Unix
Processes & Methodologies
1 29 (44.62%) Scrum
2 28 (43.08%) MapReduce
3 27 (41.54%) Machine Learning
4 24 (36.92%) Data Engineering
4 24 (36.92%) Data Modelling
5 23 (35.38%) Business Intelligence
6 21 (32.31%) Agile Software Development
6 21 (32.31%) Data Science
6 21 (32.31%) Logical Data Model
7 20 (30.77%) Physical Data Model
8 19 (29.23%) Mathematics
8 19 (29.23%) Visualisation
9 18 (27.69%) Conceptual Models
9 18 (27.69%) Cybersecurity
9 18 (27.69%) Stakeholder Management
10 16 (24.62%) OSINT
10 16 (24.62%) Waterfall
11 15 (23.08%) Analytics
11 15 (23.08%) Problem-Solving
12 14 (21.54%) Kanban
Programming Languages
1 49 (75.38%) Python
2 21 (32.31%) Shell Script
3 19 (29.23%) R
4 16 (24.62%) Bash Shell
5 15 (23.08%) Perl
6 14 (21.54%) C
7 11 (16.92%) Java
8 9 (13.85%) Scala
9 8 (12.31%) SQL
10 2 (3.08%) C#
11 1 (1.54%) C++
11 1 (1.54%) MATLAB
11 1 (1.54%) PHP
11 1 (1.54%) Ruby
Qualifications
1 4 (6.15%) Computer Science Degree
1 4 (6.15%) Degree
1 4 (6.15%) DV Cleared
1 4 (6.15%) Security Cleared
2 2 (3.08%) PhD
3 1 (1.54%) CCNA
3 1 (1.54%) CEH
3 1 (1.54%) Cisco Certification
3 1 (1.54%) CISSP
3 1 (1.54%) CompTIA Security+
3 1 (1.54%) GIAC
3 1 (1.54%) Linux+ Certification
3 1 (1.54%) MCSE
3 1 (1.54%) Microsoft Certification
3 1 (1.54%) Network+ Certification
3 1 (1.54%) SANS
3 1 (1.54%) SSCP
Quality Assurance & Compliance
1 5 (7.69%) Data Quality
2 3 (4.62%) QA
System Software
1 17 (26.15%) HDFS
2 11 (16.92%) Apache ZooKeeper
3 8 (12.31%) Docker
Systems Management
1 47 (72.31%) Oozie
2 11 (16.92%) Ansible
3 8 (12.31%) Mesos
4 4 (6.15%) Chronos
4 4 (6.15%) Grafana
4 4 (6.15%) Hadoop YARN
4 4 (6.15%) HAProxy
4 4 (6.15%) Kibana
4 4 (6.15%) Marathon
4 4 (6.15%) Nagios
4 4 (6.15%) Prometheus
5 2 (3.08%) Terraform
Vendors
1 18 (27.69%) Splunk
2 10 (15.38%) Cloudera
2 10 (15.38%) Tableau
3 6 (9.23%) Microsoft
4 5 (7.69%) Hortonworks
5 4 (6.15%) BT
6 3 (4.62%) Talend
7 2 (3.08%) Google
7 2 (3.08%) MapR
8 1 (1.54%) Adobe
8 1 (1.54%) Cognos
8 1 (1.54%) IBM
8 1 (1.54%) Informatica
8 1 (1.54%) MicroStrategy
8 1 (1.54%) Salesforce Marketing Cloud
8 1 (1.54%) Salesforce.com
8 1 (1.54%) SAP
8 1 (1.54%) SnapLogic
8 1 (1.54%) Vertica