Period
to 22 January 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 22 January 2020 with a comparison to the same period in the previous 2 years.

Apache Flume
UK > England
6 months to
22 Jan 2020
Same period 2019 Same period 2018
Rank 925 897 995
Rank change year-on-year -28 +98 +34
Permanent jobs citing Apache Flume 66 181 164
As % of all permanent IT jobs advertised in England 0.057% 0.13% 0.10%
As % of the System Software category 0.33% 0.82% 0.77%
Number of salaries quoted 55 103 142
England median annual salary £70,000 £77,500 £75,000
Median salary % change year-on-year -9.68% +3.33% +3.45%
10th Percentile £42,500 £49,337 £40,575
90th Percentile £79,500 £106,250 £100,001
UK median annual salary £70,000 £77,500 £75,000
% change year-on-year -9.68% +3.33% +3.45%

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 20,114 22,207 21,334
As % of all permanent IT jobs advertised in England 17.26% 15.73% 13.13%
Number of salaries quoted 16,495 18,135 17,886
England 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 £24,250
90th Percentile £85,000 £82,500 £76,250
UK median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% +7.14%

Apache Flume
Job Vacancy Trend in England

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

Job vacancy trend for Apache Flume in England

Apache Flume
Salary Trend in England

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

Salary trend for Apache Flume in England

Apache Flume
Salary Histogram in England

The salary distribution of IT jobs citing Apache Flume in England over the 6 months to 22 January 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 22 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
London -17 31 £69,000 -18.82% 7
East of England +80 23 £75,000 - 6
South West - 10 £50,000 -
South East +27 2 £62,500 +4.17%
Apache Flume
UK

For the 6 months to 22 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 across the England region with a requirement for Apache Flume.

1 60 (90.91%) Big Data
1 60 (90.91%) Kafka
1 60 (90.91%) Apache Spark
2 49 (74.24%) Apache Hive
2 49 (74.24%) Python
3 48 (72.73%) Oozie
4 43 (65.15%) Analytical Skills
5 42 (63.64%) Linux
6 40 (60.61%) Impala
7 31 (46.97%) Hadoop
8 30 (45.45%) Data Warehouse
8 30 (45.45%) Scrum
9 28 (42.42%) MapReduce
10 27 (40.91%) Machine Learning
11 26 (39.39%) Data Modelling
12 24 (36.36%) Elastic Stack
13 23 (34.85%) Business Intelligence
14 21 (31.82%) Visualisation
14 21 (31.82%) Mathematics
14 21 (31.82%) Data Engineering
14 21 (31.82%) R
15 20 (30.30%) Splunk
15 20 (30.30%) Cybersecurity
15 20 (30.30%) Logical Data Model
15 20 (30.30%) Agile Software Development
16 19 (28.79%) JIRA
16 19 (28.79%) Physical Data Model
16 19 (28.79%) Data Science
17 18 (27.27%) OSINT
17 18 (27.27%) Conceptual Models

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 60 (90.91%) Apache Spark
2 8 (12.12%) Elasticsearch
3 6 (9.09%) Apache Pig
4 5 (7.58%) Apache
5 4 (6.06%) Apache Solr
6 2 (3.03%) Cloud Foundry
Applications
1 4 (6.06%) Gephi
2 1 (1.52%) Microsoft Project
Business Applications
1 1 (1.52%) Adobe Campaign
Cloud Services
1 10 (15.15%) AWS
2 8 (12.12%) Azure
3 5 (7.58%) Amazon EC2
3 5 (7.58%) Amazon EMR
3 5 (7.58%) Amazon S3
3 5 (7.58%) GCP
3 5 (7.58%) Serverless
4 3 (4.55%) Amazon Kinesis
4 3 (4.55%) AWS Data Pipeline
4 3 (4.55%) AWS Lambda
5 2 (3.03%) Cloud Computing
6 1 (1.52%) Azure Data Factory
6 1 (1.52%) GitHub
6 1 (1.52%) Power Platform
Communications & Networking
1 5 (7.58%) DNS
1 5 (7.58%) Ethernet
1 5 (7.58%) HTTP
1 5 (7.58%) MPLS
1 5 (7.58%) SSL
1 5 (7.58%) VPN
2 1 (1.52%) Firewall
2 1 (1.52%) Intrusion Detection
Database & Business Intelligence
1 60 (90.91%) Big Data
2 49 (74.24%) Apache Hive
3 40 (60.61%) Impala
4 31 (46.97%) Hadoop
5 30 (45.45%) Data Warehouse
6 18 (27.27%) OLTP
7 17 (25.76%) Apache Kudu
8 12 (18.18%) NoSQL
8 12 (18.18%) Sqoop
9 10 (15.15%) Apache Cassandra
9 10 (15.15%) HBase
10 8 (12.12%) RDBMS
10 8 (12.12%) Relational Database
11 7 (10.61%) Amazon Redshift
12 6 (9.09%) Data Lake
12 6 (9.09%) MongoDB
13 4 (6.06%) Amazon Athena
13 4 (6.06%) MySQL
14 3 (4.55%) Snowflake Schema
14 3 (4.55%) SQL Server
Development Applications
1 19 (28.79%) JIRA
2 17 (25.76%) Git (software)
3 16 (24.24%) Bitbucket
3 16 (24.24%) Bitbucket Server
3 16 (24.24%) git-flow
4 6 (9.09%) Jenkins
5 1 (1.52%) ER Studio
5 1 (1.52%) ERwin
5 1 (1.52%) JUnit
5 1 (1.52%) Octopus Deploy
5 1 (1.52%) PowerDesigner
5 1 (1.52%) SonarQube
5 1 (1.52%) TeamCity
5 1 (1.52%) Visual Studio Team System
General
1 8 (12.12%) Finance
2 2 (3.03%) Banking
2 2 (3.03%) Marketing
3 1 (1.52%) Financial Institution
3 1 (1.52%) Retail
Job Titles
1 24 (36.36%) Architect
2 21 (31.82%) Data Architect
3 13 (19.70%) Data Engineer
4 12 (18.18%) Consultant
4 12 (18.18%) Data Consultant
4 12 (18.18%) Data Scientist
4 12 (18.18%) Hadoop Architect
5 10 (15.15%) Big Data Engineer
6 9 (13.64%) Analyst
6 9 (13.64%) Data Analyst
7 8 (12.12%) Big Data Architect
7 8 (12.12%) Cloud Architect
7 8 (12.12%) DevOps Engineer
7 8 (12.12%) Technical Architect
8 6 (9.09%) Tableau Architect
9 5 (7.58%) Senior Data Engineer
10 4 (6.06%) Business Intelligence Architect
10 4 (6.06%) Developer
10 4 (6.06%) Senior DevOps
10 4 (6.06%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 60 (90.91%) Kafka
2 24 (36.36%) Elastic Stack
3 4 (6.06%) LAMP
4 3 (4.55%) Natural Language Processing
4 3 (4.55%) RabbitMQ
5 2 (3.03%) PySpark
6 1 (1.52%) .NET
6 1 (1.52%) Apache Avro
6 1 (1.52%) Spark Streaming
6 1 (1.52%) Web Services
Miscellaneous
1 43 (65.15%) Analytical Skills
2 18 (27.27%) Cyber Kill Chain
3 16 (24.24%) Analytical Mindset
4 4 (6.06%) Cybercrime
5 3 (4.55%) Data Structures
5 3 (4.55%) Management Information System
6 2 (3.03%) Algorithms
6 2 (3.03%) Data Centre
6 2 (3.03%) Public Cloud
6 2 (3.03%) Reference Data
6 2 (3.03%) Social Network
7 1 (1.52%) Cloud Native
7 1 (1.52%) Greenfield Project
7 1 (1.52%) Life Science
7 1 (1.52%) Replication
7 1 (1.52%) Robotics
7 1 (1.52%) Virtual Team
Operating Systems
1 42 (63.64%) Linux
2 18 (27.27%) Unix
Processes & Methodologies
1 30 (45.45%) Scrum
2 28 (42.42%) MapReduce
3 27 (40.91%) Machine Learning
4 26 (39.39%) Data Modelling
5 23 (34.85%) Business Intelligence
6 21 (31.82%) Data Engineering
6 21 (31.82%) Mathematics
6 21 (31.82%) Visualisation
7 20 (30.30%) Agile Software Development
7 20 (30.30%) Cybersecurity
7 20 (30.30%) Logical Data Model
8 19 (28.79%) Data Science
8 19 (28.79%) Physical Data Model
9 18 (27.27%) Conceptual Models
9 18 (27.27%) OSINT
10 17 (25.76%) Problem-Solving
10 17 (25.76%) Stakeholder Management
11 16 (24.24%) Kanban
12 15 (22.73%) Waterfall
13 14 (21.21%) Analytics
Programming Languages
1 49 (74.24%) Python
2 21 (31.82%) R
3 18 (27.27%) Bash Shell
3 18 (27.27%) Shell Script
4 17 (25.76%) Perl
5 16 (24.24%) C
6 10 (15.15%) Java
7 9 (13.64%) SQL
8 8 (12.12%) Scala
9 2 (3.03%) C#
10 1 (1.52%) C++
10 1 (1.52%) MATLAB
10 1 (1.52%) PHP
10 1 (1.52%) Ruby
Qualifications
1 4 (6.06%) DV Cleared
1 4 (6.06%) Security Cleared
2 3 (4.55%) Computer Science Degree
2 3 (4.55%) Degree
3 2 (3.03%) PhD
4 1 (1.52%) CCNA
4 1 (1.52%) CEH
4 1 (1.52%) Cisco Certification
4 1 (1.52%) CISSP
4 1 (1.52%) CompTIA Security+
4 1 (1.52%) GIAC
4 1 (1.52%) Linux+ Certification
4 1 (1.52%) MCSE
4 1 (1.52%) Microsoft Certification
4 1 (1.52%) Network+ Certification
4 1 (1.52%) SANS
4 1 (1.52%) SSCP
Quality Assurance & Compliance
1 4 (6.06%) Data Quality
2 3 (4.55%) QA
System Software
1 14 (21.21%) HDFS
2 11 (16.67%) Apache ZooKeeper
3 8 (12.12%) Docker
Systems Management
1 48 (72.73%) Oozie
2 10 (15.15%) Ansible
3 8 (12.12%) Mesos
4 4 (6.06%) Chronos
4 4 (6.06%) Grafana
4 4 (6.06%) Hadoop YARN
4 4 (6.06%) HAProxy
4 4 (6.06%) Kibana
4 4 (6.06%) Marathon
4 4 (6.06%) Nagios
4 4 (6.06%) Prometheus
5 1 (1.52%) Terraform
Vendors
1 20 (30.30%) Splunk
2 11 (16.67%) Cloudera
3 9 (13.64%) Tableau
4 5 (7.58%) Microsoft
5 4 (6.06%) BT
5 4 (6.06%) Hortonworks
5 4 (6.06%) Talend
6 3 (4.55%) Google
7 2 (3.03%) MapR
8 1 (1.52%) Adobe
8 1 (1.52%) Cognos
8 1 (1.52%) Databricks
8 1 (1.52%) IBM
8 1 (1.52%) Informatica
8 1 (1.52%) MicroStrategy
8 1 (1.52%) Salesforce Marketing Cloud
8 1 (1.52%) Salesforce.com
8 1 (1.52%) SAP
8 1 (1.52%) SnapLogic
8 1 (1.52%) Vertica