Period
to 14 September 2019

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

Apache Flume
UK > England
6 months to
14 Sep 2019
Same period 2018 Same period 2017
Rank 902 947 1027
Rank change year-on-year +45 +80 +46
Permanent jobs citing Apache Flume 137 193 143
As % of all permanent IT jobs advertised in England 0.11% 0.12% 0.086%
As % of the System Software category 0.60% 0.83% 0.66%
Number of salaries quoted 115 114 75
England median annual salary £60,000 £75,500 £65,000
Median salary % change year-on-year -20.53% +16.15% +8.33%
10th Percentile £49,602 £48,625 £45,000
90th Percentile £105,000 £110,000 £94,000
UK median annual salary £60,000 £78,000 £65,000
% change year-on-year -23.08% +20.00% +8.33%

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 22,810 23,293 21,534
As % of all permanent IT jobs advertised in England 17.50% 14.89% 12.92%
Number of salaries quoted 18,699 19,051 18,199
England median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% +5.88%
10th Percentile £25,750 £25,000 £24,000
90th Percentile £85,000 £81,250 £75,000
UK median annual salary £50,000 £49,000 £45,000
% change year-on-year +2.04% +8.89% +5.88%

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 14 September 2019.

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 14 September 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
London +38 69 £80,000 -5.88% 3
South West - 24 £50,000 -
East of England +74 23 £50,000 -31.03%
South East -1 10 £60,000 +33.33%
North of England +16 7 £55,007 +22.24%
Yorkshire +8 7 £55,007 -
Midlands +38 4 £77,750 +45.33%
East Midlands +30 4 £77,750 +45.33%
Apache Flume
UK

For the 6 months to 14 September 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 England region with a requirement for Apache Flume.

1 123 (89.78%) Big Data
1 123 (89.78%) Apache Spark
2 112 (81.75%) Kafka
3 102 (74.45%) Python
4 101 (73.72%) Apache Hive
5 92 (67.15%) Oozie
6 87 (63.50%) Impala
7 84 (61.31%) MapReduce
8 76 (55.47%) Hadoop
9 67 (48.91%) Scrum
9 67 (48.91%) Analytical Skills
10 65 (47.45%) Linux
11 63 (45.99%) Agile Software Development
12 58 (42.34%) Machine Learning
12 58 (42.34%) Elastic Stack
13 55 (40.15%) Kanban
14 52 (37.96%) Git (software)
14 52 (37.96%) Java
15 51 (37.23%) Visualisation
15 51 (37.23%) Scala
16 50 (36.50%) R
17 47 (34.31%) Splunk
17 47 (34.31%) JIRA
17 47 (34.31%) Mathematics
18 46 (33.58%) HBase
18 46 (33.58%) NoSQL
18 46 (33.58%) Bash Shell
19 45 (32.85%) Cybersecurity
20 43 (31.39%) Cloudera
20 43 (31.39%) Analytics

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
1 123 (89.78%) Apache Spark
2 36 (26.28%) Apache Pig
3 26 (18.98%) Elasticsearch
4 16 (11.68%) Apache Solr
5 5 (3.65%) Apache
6 3 (2.19%) Cloud Foundry
6 3 (2.19%) Confluence
7 1 (0.73%) Apache Airflow
7 1 (0.73%) Jupyter
7 1 (0.73%) Luigi
7 1 (0.73%) OpenStack
7 1 (0.73%) WebLogic Portal
Applications
1 6 (4.38%) Gephi
2 1 (0.73%) Microsoft Project
Business Applications
1 1 (0.73%) Adobe Campaign
Cloud Services
1 35 (25.55%) AWS
2 21 (15.33%) Azure
3 14 (10.22%) GCP
4 9 (6.57%) Amazon S3
5 8 (5.84%) Amazon Kinesis
6 7 (5.11%) Amazon EMR
6 7 (5.11%) GitHub
7 6 (4.38%) Azure Data Factory
8 4 (2.92%) Amazon EC2
8 4 (2.92%) Power Platform
9 3 (2.19%) Boomi
9 3 (2.19%) Cloud Computing
10 2 (1.46%) Amazon ECS
10 2 (1.46%) PaaS
11 1 (0.73%) Amazon SQS
11 1 (0.73%) AWS CloudFormation
11 1 (0.73%) IaaS
11 1 (0.73%) Serverless
Communications & Networking
1 6 (4.38%) DNS
1 6 (4.38%) Ethernet
1 6 (4.38%) HTTP
1 6 (4.38%) MPLS
1 6 (4.38%) SSL
1 6 (4.38%) VPN
2 3 (2.19%) Internet
3 1 (0.73%) Kerberos
3 1 (0.73%) MQTT
Database & Business Intelligence
1 123 (89.78%) Big Data
2 101 (73.72%) Apache Hive
3 87 (63.50%) Impala
4 76 (55.47%) Hadoop
5 46 (33.58%) HBase
5 46 (33.58%) NoSQL
6 40 (29.20%) Sqoop
7 29 (21.17%) Apache Cassandra
7 29 (21.17%) Data Warehouse
8 27 (19.71%) Amazon Redshift
9 23 (16.79%) Flink
10 21 (15.33%) CouchDB
11 20 (14.60%) Couchbase
12 11 (8.03%) MongoDB
12 11 (8.03%) OLTP
13 9 (6.57%) Data Lake
13 9 (6.57%) DataStage
13 9 (6.57%) Pentaho
13 9 (6.57%) SQL Server
14 7 (5.11%) SQL Server Integration Services
Development Applications
1 52 (37.96%) Git (software)
2 47 (34.31%) JIRA
3 40 (29.20%) Bitbucket
3 40 (29.20%) Bitbucket Server
3 40 (29.20%) git-flow
4 7 (5.11%) Jenkins
5 6 (4.38%) GitLab
6 4 (2.92%) ER Studio
6 4 (2.92%) ERwin
6 4 (2.92%) PowerDesigner
7 3 (2.19%) Sonatype Nexus
8 1 (0.73%) Artifactory
8 1 (0.73%) Gradle
8 1 (0.73%) Maven
8 1 (0.73%) SonarQube
8 1 (0.73%) Subversion
General
1 14 (10.22%) Finance
2 13 (9.49%) Banking
3 3 (2.19%) Games
3 3 (2.19%) Marketing
3 3 (2.19%) Retail
4 2 (1.46%) Financial Institution
4 2 (1.46%) Legal
5 1 (0.73%) Public Sector
5 1 (0.73%) Telecoms
Job Titles
1 41 (29.93%) Consultant
1 41 (29.93%) Data Consultant
2 32 (23.36%) Data Engineer
3 26 (18.98%) Data Scientist
4 23 (16.79%) Big Data Engineer
5 20 (14.60%) Analyst
5 20 (14.60%) Data Analyst
6 18 (13.14%) Architect
7 17 (12.41%) Developer
8 14 (10.22%) Data Architect
9 12 (8.76%) Senior Data Engineer
10 10 (7.30%) Big Data Architect
11 9 (6.57%) Big Data Developer
12 8 (5.84%) DevOps Engineer
12 8 (5.84%) Senior DevOps
12 8 (5.84%) Senior DevOps Engineer
13 7 (5.11%) Business Intelligence Developer
13 7 (5.11%) Senior Business Intelligence Developer
13 7 (5.11%) Senior Developer
14 6 (4.38%) Cloud Architect
Libraries, Frameworks & Software Standards
1 112 (81.75%) Kafka
2 58 (42.34%) Elastic Stack
3 10 (7.30%) Apache NiFi
4 5 (3.65%) .NET
4 5 (3.65%) NumPy
4 5 (3.65%) Pandas
4 5 (3.65%) Samza
5 4 (2.92%) Spark Streaming
6 2 (1.46%) Apache Avro
6 2 (1.46%) Dask
6 2 (1.46%) LAPP Stack
6 2 (1.46%) PySpark
6 2 (1.46%) RabbitMQ
7 1 (0.73%) Akka
7 1 (0.73%) ASP.NET
7 1 (0.73%) J2EE
7 1 (0.73%) Natural Language Processing
7 1 (0.73%) Node.js
7 1 (0.73%) scikit-learn
7 1 (0.73%) SOAP
Miscellaneous
1 67 (48.91%) Analytical Skills
2 42 (30.66%) Cyber Kill Chain
3 40 (29.20%) Analytical Mindset
4 6 (4.38%) Cloud Native
4 6 (4.38%) Cybercrime
5 4 (2.92%) Algorithms
5 4 (2.92%) Data Structures
5 4 (2.92%) Public Cloud
6 3 (2.19%) Data Centre
6 3 (2.19%) Greenfield Project
7 2 (1.46%) Social Network
8 1 (0.73%) Management Information System
8 1 (0.73%) Replication
8 1 (0.73%) Self-Motivation
8 1 (0.73%) Virtual Team
Operating Systems
1 65 (47.45%) Linux
2 16 (11.68%) Unix
3 5 (3.65%) Windows
4 2 (1.46%) Windows Server
Processes & Methodologies
1 84 (61.31%) MapReduce
2 67 (48.91%) Scrum
3 63 (45.99%) Agile Software Development
4 58 (42.34%) Machine Learning
5 55 (40.15%) Kanban
6 51 (37.23%) Visualisation
7 47 (34.31%) Mathematics
8 45 (32.85%) Cybersecurity
9 43 (31.39%) Analytics
9 43 (31.39%) Data Science
10 42 (30.66%) OSINT
11 41 (29.93%) Problem-Solving
12 29 (21.17%) Data Analysis
13 27 (19.71%) Data Modelling
14 22 (16.06%) Data Engineering
15 21 (15.33%) ETL
16 19 (13.87%) Business Intelligence
17 17 (12.41%) Technology Roadmap
18 16 (11.68%) Data Integration
18 16 (11.68%) DevOps
Programming Languages
1 102 (74.45%) Python
2 52 (37.96%) Java
3 51 (37.23%) Scala
4 50 (36.50%) R
5 46 (33.58%) Bash Shell
6 42 (30.66%) C
6 42 (30.66%) Perl
7 33 (24.09%) SQL
8 5 (3.65%) C#
8 5 (3.65%) Shell Script
9 3 (2.19%) PL/SQL
10 2 (1.46%) JavaScript
10 2 (1.46%) PowerShell
10 2 (1.46%) Ruby
11 1 (0.73%) T-SQL
Qualifications
1 9 (6.57%) Security Cleared
2 8 (5.84%) DV Cleared
3 4 (2.92%) Degree
4 3 (2.19%) Master's Degree
Quality Assurance & Compliance
1 7 (5.11%) Data Quality
2 6 (4.38%) QA
3 4 (2.92%) GDPR
4 2 (1.46%) ISO/IEC 27001
System Software
1 26 (18.98%) HDFS
2 11 (8.03%) Docker
3 7 (5.11%) Apache ZooKeeper
4 2 (1.46%) Cronacle
4 2 (1.46%) Virtual Machines
4 2 (1.46%) VMware Infrastructure
4 2 (1.46%) vSphere
Systems Management
1 92 (67.15%) Oozie
2 34 (24.82%) Hadoop YARN
3 11 (8.03%) Ansible
4 9 (6.57%) Kibana
5 8 (5.84%) Marathon
5 8 (5.84%) Mesos
6 5 (3.65%) Chukwa
7 3 (2.19%) Kubernetes
8 2 (1.46%) Check_MK
8 2 (1.46%) Control-M
8 2 (1.46%) Nagios
8 2 (1.46%) Puppet
8 2 (1.46%) Rancher
8 2 (1.46%) Rsyslog
9 1 (0.73%) logstash
9 1 (0.73%) Opscode Chef
Vendors
1 47 (34.31%) Splunk
2 43 (31.39%) Cloudera
3 28 (20.44%) Hortonworks
4 24 (17.52%) Databricks
5 23 (16.79%) MapR
6 10 (7.30%) Informatica
6 10 (7.30%) Talend
7 7 (5.11%) Google
7 7 (5.11%) Oracle
8 6 (4.38%) BT
8 6 (4.38%) Microsoft
8 6 (4.38%) Tableau
9 4 (2.92%) Cognos
9 4 (2.92%) IBM
9 4 (2.92%) MicroStrategy
9 4 (2.92%) SAP
10 3 (2.19%) Atlassian
10 3 (2.19%) Dell
10 3 (2.19%) MuleSoft
10 3 (2.19%) SnapLogic